repo stringlengths 7 54 | path stringlengths 4 223 | func_name stringlengths 1 134 | original_string stringlengths 75 104k | language stringclasses 1 value | code stringlengths 75 104k | code_tokens listlengths 20 28.4k | docstring stringlengths 1 46.3k | docstring_tokens listlengths 1 1.66k | sha stringlengths 40 40 | url stringlengths 87 315 | partition stringclasses 1 value | summary stringlengths 4 350 | obf_code stringlengths 7.85k 764k |
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noahbenson/neuropythy | neuropythy/freesurfer/core.py | load_freesurfer_geometry | def load_freesurfer_geometry(filename, to='mesh', warn=False):
'''
load_freesurfer_geometry(filename) yields the data stored at the freesurfer geometry file given
by filename. The optional argument 'to' may be used to change the kind of data that is
returned.
The following are valid settings for the 'to' keyword argument:
* 'mesh' (the default) yields a mesh object
* 'tess' yields a tess object (discarding coordinates)
* 'raw' yields a tuple of numpy arrays, identical to the read_geometry return value.
'''
if not warn:
with warnings.catch_warnings():
warnings.filterwarnings('ignore',
category=UserWarning,
module='nibabel')
(xs, fs, info) = fsio.read_geometry(filename, read_metadata=True)
else:
(xs, fs, info) = fsio.read_geometry(filename, read_metadata=True)
# see if there's chirality data here...
filename = os.path.split(filename)[1]
filename = filename.lower()
if filename.startswith('lh'): info['chirality'] = 'lh.'
elif filename.startswith('rh'): info['chirality'] = 'rh.'
# parse it into something
to = to.lower()
if to in ['mesh', 'auto', 'automatic']:
return geo.Mesh(fs, xs, meta_data=info)
elif to in ['tess', 'tesselation']:
return geo.Tesselation(fs, meta_data=info)
elif to in ['coords', 'coordinates']:
return xs
elif to in ['triangles', 'faces']:
return fs
elif to in ['meta', 'meta_data']:
return info
elif to =='raw':
return (xs, fs)
else:
raise ValueError('Could not understand \'to\' argument: %s' % to) | python | def load_freesurfer_geometry(filename, to='mesh', warn=False):
'''
load_freesurfer_geometry(filename) yields the data stored at the freesurfer geometry file given
by filename. The optional argument 'to' may be used to change the kind of data that is
returned.
The following are valid settings for the 'to' keyword argument:
* 'mesh' (the default) yields a mesh object
* 'tess' yields a tess object (discarding coordinates)
* 'raw' yields a tuple of numpy arrays, identical to the read_geometry return value.
'''
if not warn:
with warnings.catch_warnings():
warnings.filterwarnings('ignore',
category=UserWarning,
module='nibabel')
(xs, fs, info) = fsio.read_geometry(filename, read_metadata=True)
else:
(xs, fs, info) = fsio.read_geometry(filename, read_metadata=True)
# see if there's chirality data here...
filename = os.path.split(filename)[1]
filename = filename.lower()
if filename.startswith('lh'): info['chirality'] = 'lh.'
elif filename.startswith('rh'): info['chirality'] = 'rh.'
# parse it into something
to = to.lower()
if to in ['mesh', 'auto', 'automatic']:
return geo.Mesh(fs, xs, meta_data=info)
elif to in ['tess', 'tesselation']:
return geo.Tesselation(fs, meta_data=info)
elif to in ['coords', 'coordinates']:
return xs
elif to in ['triangles', 'faces']:
return fs
elif to in ['meta', 'meta_data']:
return info
elif to =='raw':
return (xs, fs)
else:
raise ValueError('Could not understand \'to\' argument: %s' % to) | [
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by filename. The optional argument 'to' may be used to change the kind of data that is
returned.
The following are valid settings for the 'to' keyword argument:
* 'mesh' (the default) yields a mesh object
* 'tess' yields a tess object (discarding coordinates)
* 'raw' yields a tuple of numpy arrays, identical to the read_geometry return value. | [
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/freesurfer/core.py#L609-L648 | train | Load a freesurfer geometry file into a new object. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(0b1000101 + 0o52) + chr(0b110010) + chr(405 - 354) + chr(53), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + '\063' + chr(0b1110 + 0o50) + chr(1159 - 1109), 40477 - 40469), nzTpIcepk0o8('\x30' + chr(111) + '\065' + '\x31', 12437 - 12429), nzTpIcepk0o8('\060' + chr(111) + '\x31' + chr(2433 - 2378) + chr(0b100000 + 0o25), ord("\x08")), nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(0b1101111) + '\x31' + chr(1500 - 1448), ord("\x08")), nzTpIcepk0o8(chr(0b110 + 0o52) + chr(111) + chr(0b110 + 0o54) + chr(0b1111 + 0o46) + chr(0b101111 + 0o2), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110011) + chr(0b100 + 0o61) + chr(48), 34339 - 34331), nzTpIcepk0o8('\060' + chr(9396 - 9285) + chr(51) + chr(48) + chr(0b10111 + 0o31), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(50) + '\x32' + '\x32', ord("\x08")), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(0b110001 + 0o76) + chr(1847 - 1794) + chr(51), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\061' + chr(0b110110) + chr(53), 51203 - 51195), nzTpIcepk0o8('\x30' + chr(817 - 706) + chr(0b110 + 0o55) + chr(48) + chr(0b11111 + 0o26), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101011 + 0o4) + chr(0b110010) + chr(54) + chr(747 - 697), 0b1000), nzTpIcepk0o8(chr(1409 - 1361) + '\157' + '\063' + '\064' + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(2915 - 2804) + '\063' + chr(447 - 398), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b1011 + 0o46) + chr(49), ord("\x08")), nzTpIcepk0o8(chr(0b1000 + 0o50) + chr(11282 - 11171) + chr(0b101101 + 0o6) + '\x34' + chr(2676 - 2623), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(51) + '\066' + chr(49), 0b1000), nzTpIcepk0o8(chr(90 - 42) + chr(2548 - 2437) + '\063' + chr(2636 - 2583) + '\x35', 0b1000), nzTpIcepk0o8(chr(729 - 681) + chr(7235 - 7124) + chr(0b11011 + 0o26) + chr(0b10 + 0o56) + '\064', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b110110) + chr(0b110111), 10343 - 10335), nzTpIcepk0o8('\x30' + chr(11105 - 10994) + '\x34' + chr(1688 - 1635), ord("\x08")), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(0b1101001 + 0o6) + chr(108 - 58) + '\063' + '\x37', 43823 - 43815), nzTpIcepk0o8(chr(0b110000) + chr(0b1001001 + 0o46) + chr(2019 - 1969) + chr(1831 - 1782) + chr(50), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1000010 + 0o55) + '\061' + '\067', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b10101 + 0o132) + chr(50) + chr(0b101101 + 0o7) + chr(1841 - 1791), 60282 - 60274), nzTpIcepk0o8(chr(48) + '\157' + '\065', 13558 - 13550), nzTpIcepk0o8('\060' + chr(4289 - 4178) + chr(51), 57960 - 57952), nzTpIcepk0o8('\060' + '\x6f' + chr(49) + chr(49) + '\x33', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1001101 + 0o42) + chr(0b100101 + 0o17) + '\064', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b110010) + chr(0b1110 + 0o50) + chr(52), 45252 - 45244), nzTpIcepk0o8(chr(184 - 136) + '\x6f' + chr(0b100110 + 0o16) + chr(0b101110 + 0o5), 5574 - 5566), nzTpIcepk0o8('\x30' + '\157' + chr(0b1 + 0o61) + '\x32' + chr(393 - 344), 26669 - 26661), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x32' + '\067' + chr(1726 - 1677), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b111 + 0o52) + chr(52) + chr(575 - 526), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + '\063' + chr(0b101110 + 0o5) + chr(1135 - 1086), 0b1000), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(4617 - 4506) + chr(1043 - 994) + '\x34' + '\065', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110101) + '\x37', 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(1697 - 1648) + '\065' + '\x31', 0o10), nzTpIcepk0o8('\x30' + chr(4697 - 4586) + chr(53) + '\061', 8)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110101) + chr(601 - 553), 44876 - 44868)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xb3'), chr(0b1100100) + chr(0b1001000 + 0o35) + '\143' + chr(7884 - 7773) + '\144' + '\x65')('\165' + chr(0b101111 + 0o105) + chr(6729 - 6627) + chr(0b10001 + 0o34) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def QxcfyJjc17r9(FxZHtXEolYsL, XH6QLZDN5K8C=roI3spqORKae(ES5oEprVxulp(b'\xf0\x97Z\x15'), chr(100) + chr(0b1100101) + chr(7132 - 7033) + chr(111) + chr(0b1100100) + chr(10056 - 9955))(chr(0b1010001 + 0o44) + chr(3972 - 3856) + '\x66' + chr(0b101101) + '\x38'), sJQV_HqS9fgz=nzTpIcepk0o8(chr(196 - 148) + chr(0b1101111) + '\x30', 51887 - 51879)):
if not sJQV_HqS9fgz:
with roI3spqORKae(EyN62Frii5S5, roI3spqORKae(ES5oEprVxulp(b'\xfe\x93]\x1ed\xf6\x9f\xa1\xe0E\x1c\xab\xd5\x94'), chr(100) + chr(0b111110 + 0o47) + '\143' + '\x6f' + chr(0b100010 + 0o102) + chr(101))('\165' + chr(8077 - 7961) + '\146' + chr(45) + chr(56)))():
roI3spqORKae(EyN62Frii5S5, roI3spqORKae(ES5oEprVxulp(b'\xfb\x9bE\ti\xdb\x9f\xa1\xe0E\x1c\xab\xd5\x94'), chr(0b1100100) + '\x65' + chr(0b1100011) + '\x6f' + '\x64' + chr(101))(chr(0b100000 + 0o125) + chr(1863 - 1747) + chr(0b1100110) + chr(1989 - 1944) + chr(0b111000)))(roI3spqORKae(ES5oEprVxulp(b'\xf4\x95G\x12~\xcc'), chr(3635 - 3535) + chr(0b1100101) + chr(5868 - 5769) + chr(111) + chr(2731 - 2631) + chr(4822 - 4721))('\x75' + chr(0b1110100) + chr(9601 - 9499) + '\x2d' + '\070'), category=QhZRiM1qvaW7, module=roI3spqORKae(ES5oEprVxulp(b'\xf3\x9bK\x1cn\xcc\x84'), chr(510 - 410) + chr(0b1011111 + 0o6) + chr(7464 - 7365) + chr(0b1101000 + 0o7) + chr(100) + chr(0b1000111 + 0o36))('\x75' + chr(5099 - 4983) + chr(0b1100110) + '\055' + chr(0b111000)))
(hyJ0JzFCbHEy, ANVmZzFk_RHC, ixNx9Lw_1grO) = dVQW9ca40dlF.read_geometry(FxZHtXEolYsL, read_metadata=nzTpIcepk0o8('\x30' + chr(0b1101111) + '\061', ord("\x08")))
else:
(hyJ0JzFCbHEy, ANVmZzFk_RHC, ixNx9Lw_1grO) = dVQW9ca40dlF.read_geometry(FxZHtXEolYsL, read_metadata=nzTpIcepk0o8(chr(0b1111 + 0o41) + '\157' + chr(49), 8))
FxZHtXEolYsL = aHUqKstZLeS6.path.LfRrQOxuDvnC(FxZHtXEolYsL)[nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b11000 + 0o31), 8)]
FxZHtXEolYsL = FxZHtXEolYsL.Xn8ENWMZdIRt()
if roI3spqORKae(FxZHtXEolYsL, roI3spqORKae(ES5oEprVxulp(b'\xee\x86H\x0fx\xda\x9f\xa9\xe6C'), '\144' + '\x65' + chr(0b1100011) + chr(4509 - 4398) + '\x64' + chr(0b1011111 + 0o6))(chr(0b1110001 + 0o4) + chr(0b1011110 + 0o26) + chr(0b110101 + 0o61) + chr(0b0 + 0o55) + chr(0b111000)))(roI3spqORKae(ES5oEprVxulp(b'\xf1\x9a'), chr(0b100000 + 0o104) + chr(0b1100101) + chr(2003 - 1904) + chr(6605 - 6494) + chr(117 - 17) + chr(0b1100101))(chr(5503 - 5386) + chr(10541 - 10425) + '\x66' + '\x2d' + chr(1416 - 1360))):
ixNx9Lw_1grO[roI3spqORKae(ES5oEprVxulp(b'\xfe\x9a@\x0fm\xc5\x81\xb4\xeb'), chr(100) + '\x65' + chr(0b101011 + 0o70) + '\157' + '\x64' + '\x65')(chr(117) + '\164' + chr(0b111001 + 0o55) + '\055' + chr(1970 - 1914))] = roI3spqORKae(ES5oEprVxulp(b'\xf1\x9a\x07'), '\144' + '\x65' + '\143' + chr(111) + chr(100) + chr(0b1000000 + 0o45))(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(0b101101) + chr(2879 - 2823))
elif roI3spqORKae(FxZHtXEolYsL, roI3spqORKae(ES5oEprVxulp(b'\xee\x86H\x0fx\xda\x9f\xa9\xe6C'), '\x64' + chr(5511 - 5410) + chr(0b101110 + 0o65) + '\x6f' + chr(5692 - 5592) + '\145')(chr(0b1011 + 0o152) + chr(9518 - 9402) + chr(4337 - 4235) + '\x2d' + '\x38'))(roI3spqORKae(ES5oEprVxulp(b'\xef\x9a'), chr(100) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(4409 - 4309) + chr(0b1100101))(chr(117) + chr(6028 - 5912) + chr(6622 - 6520) + chr(45) + chr(0b111000))):
ixNx9Lw_1grO[roI3spqORKae(ES5oEprVxulp(b'\xfe\x9a@\x0fm\xc5\x81\xb4\xeb'), '\x64' + chr(0b1100101) + chr(6804 - 6705) + chr(0b1101111) + chr(0b110101 + 0o57) + chr(101))(chr(2929 - 2812) + '\x74' + chr(102) + chr(0b11100 + 0o21) + '\x38')] = roI3spqORKae(ES5oEprVxulp(b'\xef\x9a\x07'), chr(100) + chr(0b1100101 + 0o0) + '\x63' + chr(0b100110 + 0o111) + chr(5428 - 5328) + chr(0b1000100 + 0o41))(chr(0b1100100 + 0o21) + chr(13393 - 13277) + '\146' + chr(1919 - 1874) + '\070')
XH6QLZDN5K8C = XH6QLZDN5K8C.Xn8ENWMZdIRt()
if XH6QLZDN5K8C in [roI3spqORKae(ES5oEprVxulp(b'\xf0\x97Z\x15'), chr(0b111111 + 0o45) + chr(101) + chr(3721 - 3622) + chr(0b1000010 + 0o55) + chr(0b1101 + 0o127) + chr(101))(chr(117) + chr(116) + chr(0b10100 + 0o122) + chr(45) + chr(2402 - 2346)), roI3spqORKae(ES5oEprVxulp(b'\xfc\x87]\x12'), chr(0b1100100) + chr(101) + chr(0b1110 + 0o125) + chr(111) + chr(0b1100100) + '\x65')('\165' + chr(9405 - 9289) + chr(4806 - 4704) + '\x2d' + '\070'), roI3spqORKae(ES5oEprVxulp(b'\xfc\x87]\x12a\xc8\x9c\xa9\xf1'), chr(0b1100100) + '\x65' + '\143' + '\157' + '\x64' + chr(9907 - 9806))(chr(11198 - 11081) + chr(0b1110011 + 0o1) + chr(0b1010101 + 0o21) + chr(0b1 + 0o54) + '\x38')]:
return roI3spqORKae(GZNMH8A4U3yp, roI3spqORKae(ES5oEprVxulp(b'\xd0\x97Z\x15'), chr(100) + '\x65' + '\143' + chr(111) + '\144' + '\145')(chr(0b1110101) + '\x74' + '\x66' + chr(0b101101) + chr(2736 - 2680)))(ANVmZzFk_RHC, hyJ0JzFCbHEy, meta_data=ixNx9Lw_1grO)
elif XH6QLZDN5K8C in [roI3spqORKae(ES5oEprVxulp(b'\xe9\x97Z\x0e'), '\x64' + '\145' + '\x63' + chr(4529 - 4418) + chr(0b1010111 + 0o15) + chr(0b110 + 0o137))(chr(8815 - 8698) + chr(0b1110100) + '\x66' + chr(45) + '\070'), roI3spqORKae(ES5oEprVxulp(b'\xe9\x97Z\x0ei\xc5\x89\xb4\xfbD\x1b'), '\x64' + chr(101) + chr(99) + '\157' + chr(0b1100100) + '\145')(chr(0b1010011 + 0o42) + chr(116) + '\x66' + chr(45) + '\x38')]:
return roI3spqORKae(GZNMH8A4U3yp, roI3spqORKae(ES5oEprVxulp(b'\xc9\x97Z\x0ei\xc5\x89\xb4\xfbD\x1b'), chr(0b110111 + 0o55) + chr(7370 - 7269) + '\x63' + chr(0b1101111) + chr(0b1100100) + '\x65')('\x75' + chr(0b1000010 + 0o62) + chr(1395 - 1293) + '\x2d' + '\070'))(ANVmZzFk_RHC, meta_data=ixNx9Lw_1grO)
elif XH6QLZDN5K8C in [roI3spqORKae(ES5oEprVxulp(b'\xfe\x9dF\x0fh\xda'), chr(0b101011 + 0o71) + '\145' + chr(99) + chr(0b1100100 + 0o13) + chr(0b111110 + 0o46) + chr(4217 - 4116))(chr(0b11100 + 0o131) + '\164' + chr(102) + chr(2023 - 1978) + '\x38'), roI3spqORKae(ES5oEprVxulp(b'\xfe\x9dF\x0fh\xc0\x86\xa1\xe6N\x06'), chr(0b1010111 + 0o15) + '\145' + chr(5922 - 5823) + chr(1911 - 1800) + '\x64' + '\145')(chr(0b1110101) + chr(0b11000 + 0o134) + chr(0b1100110) + chr(684 - 639) + chr(0b111000))]:
return hyJ0JzFCbHEy
elif XH6QLZDN5K8C in [roI3spqORKae(ES5oEprVxulp(b'\xe9\x80@\x1cb\xce\x84\xa5\xe1'), chr(100) + chr(9677 - 9576) + chr(0b1010101 + 0o16) + chr(0b1101111) + '\x64' + '\145')('\165' + chr(116) + chr(0b1100110) + chr(0b101101) + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\xfb\x93J\x18\x7f'), chr(7737 - 7637) + chr(8718 - 8617) + chr(3688 - 3589) + chr(111) + chr(5185 - 5085) + chr(0b1100101))(chr(11694 - 11577) + chr(0b1100101 + 0o17) + chr(102) + chr(0b1010 + 0o43) + chr(0b110 + 0o62))]:
return ANVmZzFk_RHC
elif XH6QLZDN5K8C in [roI3spqORKae(ES5oEprVxulp(b'\xf0\x97]\x1c'), chr(0b1100100) + chr(101) + chr(0b1011101 + 0o6) + chr(111) + chr(0b1100100) + chr(101))(chr(0b1110101) + '\164' + chr(0b11010 + 0o114) + '\x2d' + '\070'), roI3spqORKae(ES5oEprVxulp(b'\xf0\x97]\x1cS\xcd\x89\xb4\xf3'), chr(0b1101 + 0o127) + chr(0b1100101) + '\x63' + chr(0b110011 + 0o74) + '\144' + chr(6254 - 6153))(chr(0b1110101) + chr(887 - 771) + '\x66' + chr(0b101101) + chr(56))]:
return ixNx9Lw_1grO
elif XH6QLZDN5K8C == roI3spqORKae(ES5oEprVxulp(b'\xef\x93^'), '\x64' + '\145' + chr(99) + chr(111) + chr(0b1100000 + 0o4) + chr(0b1100101))('\165' + chr(13072 - 12956) + '\x66' + chr(0b100 + 0o51) + chr(0b100011 + 0o25)):
return (hyJ0JzFCbHEy, ANVmZzFk_RHC)
else:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\xde\x9d\\\x11h\x89\x86\xaf\xe6\x0b\x00\xab\xd6\x82kz\x91\x90\x83 \x17\x02\xeb\xe5(\x82dq,Q\xd9F\xff\xcd[\xf9@\\'), chr(2161 - 2061) + chr(2461 - 2360) + chr(0b1100011) + chr(10156 - 10045) + '\144' + chr(101))('\x75' + chr(0b10001 + 0o143) + chr(102) + '\055' + '\070') % XH6QLZDN5K8C) |
noahbenson/neuropythy | neuropythy/freesurfer/core.py | save_freesurfer_geometry | def save_freesurfer_geometry(filename, obj, volume_info=None, create_stamp=None):
'''
save_mgh(filename, obj) saves the given object to the given filename in the mgh format and
returns the filename.
All options that can be given to the to_mgh function can also be passed to this function; they
are used to modify the object prior to exporting it.
'''
obj = geo.to_mesh(obj)
fsio.write_geometry(filename, obj.coordinates.T, obj.tess.faces.T,
volume_info=volume_info, create_stamp=create_stamp)
return filename | python | def save_freesurfer_geometry(filename, obj, volume_info=None, create_stamp=None):
'''
save_mgh(filename, obj) saves the given object to the given filename in the mgh format and
returns the filename.
All options that can be given to the to_mgh function can also be passed to this function; they
are used to modify the object prior to exporting it.
'''
obj = geo.to_mesh(obj)
fsio.write_geometry(filename, obj.coordinates.T, obj.tess.faces.T,
volume_info=volume_info, create_stamp=create_stamp)
return filename | [
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ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(0b1100001 + 0o16) + chr(537 - 487) + '\x31' + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1000111 + 0o50) + chr(0b110011) + chr(55) + chr(51), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(2632 - 2521) + chr(2420 - 2368) + '\x35', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\061' + chr(591 - 539) + chr(0b110101), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x33' + chr(0b101 + 0o61) + chr(0b110000), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x32' + chr(0b100101 + 0o21) + '\x34', ord("\x08")), nzTpIcepk0o8(chr(0b101111 + 0o1) + '\157' + chr(0b101010 + 0o10) + '\x31' + chr(0b110111 + 0o0), 25415 - 25407), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001) + '\066' + '\064', 16214 - 16206), nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(0b1100100 + 0o13) + '\x32' + chr(0b110011) + '\061', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110 + 0o54) + chr(1119 - 1070) + chr(0b11011 + 0o27), 45088 - 45080), nzTpIcepk0o8(chr(0b101001 + 0o7) + chr(3524 - 3413) + chr(0b110001) + chr(54), 60775 - 60767), nzTpIcepk0o8(chr(48) + chr(0b1000000 + 0o57) + '\062' + chr(0b101010 + 0o11) + '\060', ord("\x08")), nzTpIcepk0o8(chr(2123 - 2075) + '\x6f' + '\x33' + chr(52) + '\060', 0b1000), nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(111) + chr(0b10001 + 0o42) + chr(52) + chr(51), 0o10), nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(111) + chr(2429 - 2374) + chr(0b100101 + 0o21), 57006 - 56998), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x32' + chr(0b11011 + 0o26) + '\x34', 8), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x31' + chr(0b11101 + 0o27) + chr(2220 - 2170), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\x37' + '\065', 24085 - 24077), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\062' + chr(1903 - 1851) + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(683 - 635) + chr(111) + chr(0b110111) + '\065', 8), nzTpIcepk0o8(chr(814 - 766) + chr(0b1101111) + chr(0b110011) + chr(0b101111 + 0o6) + chr(2467 - 2412), 0o10), nzTpIcepk0o8('\060' + '\157' + chr(0b110101) + chr(68 - 20), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(0b110010) + chr(725 - 676) + chr(0b110111), 8), nzTpIcepk0o8('\060' + '\x6f' + '\062' + '\x36' + chr(707 - 652), 36985 - 36977), nzTpIcepk0o8(chr(1832 - 1784) + chr(111) + '\062' + chr(0b110100 + 0o3) + chr(0b101101 + 0o5), 37175 - 37167), nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(4315 - 4204) + '\x32' + chr(718 - 670) + '\063', 47531 - 47523), nzTpIcepk0o8('\060' + '\157' + chr(0b11100 + 0o27) + '\x31', 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + '\062' + '\x36' + chr(0b110001), 36024 - 36016), nzTpIcepk0o8(chr(0b10010 + 0o36) + '\157' + '\064' + '\067', 0o10), nzTpIcepk0o8(chr(169 - 121) + chr(0b110000 + 0o77) + chr(91 - 42) + '\x35' + '\x32', 0o10), nzTpIcepk0o8('\060' + chr(2948 - 2837) + chr(49) + chr(0b101000 + 0o11) + chr(54), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(50) + '\x36' + '\066', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(8319 - 8208) + '\x36' + chr(0b101101 + 0o6), 28088 - 28080), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(487 - 434) + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(8087 - 7976) + '\x32' + chr(505 - 453) + '\x36', ord("\x08")), nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(4425 - 4314) + chr(0b110001) + '\x34' + chr(54), 0o10), nzTpIcepk0o8(chr(743 - 695) + '\157' + '\063' + '\067' + chr(54), 28042 - 28034), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(50) + chr(0b11101 + 0o23) + chr(0b1010 + 0o46), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b11111 + 0o22) + chr(51) + chr(162 - 114), 14870 - 14862), nzTpIcepk0o8('\x30' + '\157' + chr(395 - 346) + chr(493 - 445), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + '\x6f' + chr(0b110101) + chr(48), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xa2'), chr(0b11010 + 0o112) + chr(8227 - 8126) + chr(0b1001001 + 0o32) + chr(111) + chr(3738 - 3638) + chr(712 - 611))('\165' + chr(0b1110100) + '\146' + '\055' + chr(0b11100 + 0o34)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def nMAp0AfH35Hl(FxZHtXEolYsL, kIMfkyypPTcC, dIsptGuRcxYH=None, ePcH_IZsCq_B=None):
kIMfkyypPTcC = GZNMH8A4U3yp.to_mesh(kIMfkyypPTcC)
roI3spqORKae(dVQW9ca40dlF, roI3spqORKae(ES5oEprVxulp(b'\xfb\x89L\x11\x95\xeb\xe8\x11\xf6\xe7k\xec\x92\x9a'), chr(0b101111 + 0o65) + chr(0b1100011 + 0o2) + chr(99) + chr(0b1101111) + chr(100) + '\x65')(chr(9164 - 9047) + chr(0b1010100 + 0o40) + chr(0b1101 + 0o131) + chr(0b1010 + 0o43) + chr(2964 - 2908)))(FxZHtXEolYsL, roI3spqORKae(kIMfkyypPTcC.coordinates, roI3spqORKae(ES5oEprVxulp(b'\xe4\x8a\x13=\xb5\x80\xd0:\xf1\xee8\xca'), '\144' + chr(101) + '\143' + chr(5257 - 5146) + '\144' + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(88 - 43) + chr(0b111000))), roI3spqORKae(kIMfkyypPTcC.tess.faces, roI3spqORKae(ES5oEprVxulp(b'\xe4\x8a\x13=\xb5\x80\xd0:\xf1\xee8\xca'), chr(4868 - 4768) + '\145' + chr(5511 - 5412) + '\157' + '\144' + chr(0b1100101))(chr(1724 - 1607) + '\164' + '\146' + chr(540 - 495) + '\070')), volume_info=dIsptGuRcxYH, create_stamp=ePcH_IZsCq_B)
return FxZHtXEolYsL |
noahbenson/neuropythy | neuropythy/freesurfer/core.py | save_freesurfer_morph | def save_freesurfer_morph(filename, obj, face_count=0):
'''
save_freesurfer_morph(filename, obj) saves the given object using nibabel.freesurfer.io's
write_morph_data function, and returns the given filename.
'''
fsio.write_morph_data(filename, obj, fnum=face_count)
return filename | python | def save_freesurfer_morph(filename, obj, face_count=0):
'''
save_freesurfer_morph(filename, obj) saves the given object using nibabel.freesurfer.io's
write_morph_data function, and returns the given filename.
'''
fsio.write_morph_data(filename, obj, fnum=face_count)
return filename | [
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ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001) + '\x35', 0o10), nzTpIcepk0o8('\060' + '\157' + chr(51) + '\x36' + chr(0b110000 + 0o1), 0b1000), nzTpIcepk0o8(chr(48) + chr(6957 - 6846) + '\x32' + '\x36' + chr(0b1010 + 0o47), 0b1000), nzTpIcepk0o8(chr(366 - 318) + '\157' + chr(50) + '\066' + chr(2198 - 2145), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\062' + chr(0b110101) + chr(0b10001 + 0o41), 8635 - 8627), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\061' + '\062' + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b1 + 0o57) + '\157' + '\x33' + chr(55) + chr(925 - 877), 0o10), nzTpIcepk0o8(chr(263 - 215) + '\157' + chr(0b110100) + '\060', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(2491 - 2439) + '\067', 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(51) + chr(0b110110) + chr(0b101100 + 0o6), 15307 - 15299), nzTpIcepk0o8(chr(0b110000) + chr(8790 - 8679) + chr(0b110011) + chr(0b1011 + 0o51) + '\x35', 41109 - 41101), nzTpIcepk0o8(chr(864 - 816) + '\157' + '\x33' + chr(1848 - 1800) + '\x36', 0o10), nzTpIcepk0o8(chr(48) + chr(111) + '\x33' + chr(0b1111 + 0o42), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b101001 + 0o12) + chr(0b10110 + 0o35) + chr(55), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(7795 - 7684) + '\x31' + chr(0b110000) + '\x34', 0o10), nzTpIcepk0o8('\x30' + chr(755 - 644) + '\064' + chr(55), 8), nzTpIcepk0o8('\060' + chr(111) + '\x31' + '\x32' + chr(0b10010 + 0o43), 19629 - 19621), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(49) + chr(55) + '\066', 9749 - 9741), nzTpIcepk0o8(chr(211 - 163) + chr(0b1100000 + 0o17) + chr(1542 - 1493) + '\x30' + '\067', 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(1877 - 1829), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x33' + '\064' + '\x34', ord("\x08")), nzTpIcepk0o8(chr(0b100101 + 0o13) + '\157' + '\x32' + chr(2301 - 2252) + chr(49), ord("\x08")), nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(0b1101111) + chr(1650 - 1601) + '\066' + chr(0b110011), 32166 - 32158), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\063' + '\061', 8), nzTpIcepk0o8('\060' + chr(0b1001001 + 0o46) + '\063' + chr(1857 - 1809) + '\064', 0o10), nzTpIcepk0o8('\x30' + chr(6895 - 6784) + '\063' + chr(53) + '\x37', 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(918 - 869) + '\062' + chr(0b110100), 29123 - 29115), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110010) + chr(0b100010 + 0o25) + '\061', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(542 - 431) + chr(0b110011) + '\066' + chr(49), 8), nzTpIcepk0o8(chr(0b11 + 0o55) + '\157' + chr(0b1 + 0o62) + chr(2094 - 2040) + chr(167 - 119), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(1356 - 1307) + chr(0b110001) + chr(54), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(51) + chr(0b110011) + chr(52), 16974 - 16966), nzTpIcepk0o8(chr(48) + '\157' + chr(50) + chr(0b100101 + 0o13) + chr(0b110100), 0b1000), nzTpIcepk0o8('\060' + chr(0b1100100 + 0o13) + '\061' + chr(0b110000) + chr(102 - 47), 8), nzTpIcepk0o8(chr(48) + '\157' + chr(0b1100 + 0o52) + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(1251 - 1203) + chr(0b1101111) + chr(0b101110 + 0o5) + chr(52) + chr(377 - 323), 0o10), nzTpIcepk0o8('\x30' + chr(0b111000 + 0o67) + chr(51) + '\x37' + '\067', 0o10), nzTpIcepk0o8(chr(2297 - 2249) + chr(0b1101111) + chr(0b110010) + '\060' + chr(0b110110), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061' + '\062' + chr(50), 0b1000), nzTpIcepk0o8(chr(1300 - 1252) + chr(111) + chr(0b10 + 0o61) + chr(0b101100 + 0o13) + chr(54), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + '\157' + '\x35' + chr(0b11000 + 0o30), 8760 - 8752)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'#'), chr(0b1100100) + chr(0b1100000 + 0o5) + '\143' + chr(0b1100010 + 0o15) + chr(100) + '\x65')('\x75' + chr(0b1110100) + chr(0b1100110) + '\055' + chr(1867 - 1811)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def CfHfywahZSvH(FxZHtXEolYsL, kIMfkyypPTcC, q_c6VF7edoXg=nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(1055 - 1007), 8)):
roI3spqORKae(dVQW9ca40dlF, roI3spqORKae(ES5oEprVxulp(b'z\x83\xd8\xc1\xcf\x08\x95OU\x82\x8d\x99}\xbe0F'), chr(100) + chr(3499 - 3398) + chr(3681 - 3582) + chr(527 - 416) + chr(0b111100 + 0o50) + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(4262 - 4160) + '\x2d' + '\x38'))(FxZHtXEolYsL, kIMfkyypPTcC, fnum=q_c6VF7edoXg)
return FxZHtXEolYsL |
noahbenson/neuropythy | neuropythy/util/core.py | to_hemi_str | def to_hemi_str(s):
'''
to_hemi_str(s) yields either 'lh', 'rh', or 'lr' depending on the input s.
The match rules for s are as follows:
* if s is None or Ellipsis, returns 'lr'
* if s is not a string, error; otherwise s becomes s.lower()
* if s is in ('lh','rh','lr'), returns s
* if s is in ('left', 'l', 'sh'), returns 'lh'
* if s is in ('right', 'r', 'dh'), returns 'rh'
* if s in in ('both', 'all', 'xh'), returns 'lr'
* otherwise, raises an error
'''
if s is None or s is Ellipsis: return 'lr'
if not pimms.is_str(s): raise ValueError('to_hemi_str(%s): not a string or ... or None' % s)
s = s.lower()
if s in ('lh', 'rh', 'lr'): return s
elif s in ('left', 'l', 'sh'): return 'lh'
elif s in ('right', 'r', 'dh'): return 'rh'
elif s in ('both', 'all', 'xh'): return 'lr'
else: raise ValueError('Could not understand to_hemi_str argument: %s' % s) | python | def to_hemi_str(s):
'''
to_hemi_str(s) yields either 'lh', 'rh', or 'lr' depending on the input s.
The match rules for s are as follows:
* if s is None or Ellipsis, returns 'lr'
* if s is not a string, error; otherwise s becomes s.lower()
* if s is in ('lh','rh','lr'), returns s
* if s is in ('left', 'l', 'sh'), returns 'lh'
* if s is in ('right', 'r', 'dh'), returns 'rh'
* if s in in ('both', 'all', 'xh'), returns 'lr'
* otherwise, raises an error
'''
if s is None or s is Ellipsis: return 'lr'
if not pimms.is_str(s): raise ValueError('to_hemi_str(%s): not a string or ... or None' % s)
s = s.lower()
if s in ('lh', 'rh', 'lr'): return s
elif s in ('left', 'l', 'sh'): return 'lh'
elif s in ('right', 'r', 'dh'): return 'rh'
elif s in ('both', 'all', 'xh'): return 'lr'
else: raise ValueError('Could not understand to_hemi_str argument: %s' % s) | [
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"%... | to_hemi_str(s) yields either 'lh', 'rh', or 'lr' depending on the input s.
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L25-L45 | train | Convert a string to a heli - style string. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(1205 - 1156) + chr(54) + chr(0b110111), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b11010 + 0o27) + chr(0b110110) + chr(0b110011), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001) + chr(0b110110) + chr(0b10 + 0o56), 5834 - 5826), nzTpIcepk0o8(chr(48) + '\157' + chr(0b1010 + 0o50) + chr(1738 - 1686) + chr(52), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + '\x33' + chr(0b100101 + 0o17) + chr(0b1110 + 0o46), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(2384 - 2335) + '\064' + '\x35', 61572 - 61564), nzTpIcepk0o8(chr(0b11100 + 0o24) + chr(0b110110 + 0o71) + chr(49) + chr(54) + chr(48), 8), nzTpIcepk0o8('\060' + '\157' + chr(0b100110 + 0o15) + chr(0b110000) + chr(49), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(6785 - 6674) + '\x32' + chr(0b110011) + chr(1135 - 1087), 36785 - 36777), nzTpIcepk0o8(chr(0b111 + 0o51) + chr(10629 - 10518) + chr(0b110011) + chr(2460 - 2408) + chr(54), 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(0b110011) + chr(590 - 536) + '\065', 0o10), nzTpIcepk0o8(chr(1084 - 1036) + '\157' + chr(0b110001) + '\067' + '\062', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + '\063' + '\x36' + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\063' + chr(582 - 529), 0o10), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(0b1001000 + 0o47) + '\062' + '\063' + chr(0b110001), 6708 - 6700), nzTpIcepk0o8('\x30' + chr(3664 - 3553) + '\064' + '\x34', 0b1000), nzTpIcepk0o8('\x30' + '\157' + '\067' + chr(0b10 + 0o57), 55633 - 55625), nzTpIcepk0o8('\x30' + chr(4339 - 4228) + chr(1868 - 1818) + '\065' + chr(0b101011 + 0o10), 0b1000), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(0b1101111) + chr(1266 - 1217) + chr(1058 - 1009) + '\x30', 32513 - 32505), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110111) + '\062', 0b1000), nzTpIcepk0o8(chr(0b10100 + 0o34) + chr(0b1101111) + chr(0b110011 + 0o0) + chr(0b110101) + chr(0b11000 + 0o37), 0o10), nzTpIcepk0o8('\060' + '\157' + chr(0b110011) + '\x30' + '\x33', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\062' + chr(0b110100 + 0o1) + chr(48), 51305 - 51297), nzTpIcepk0o8('\060' + chr(111) + chr(51) + chr(49) + '\x32', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(11827 - 11716) + chr(0b100100 + 0o15), 44091 - 44083), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x32' + '\065' + '\x30', 8), nzTpIcepk0o8(chr(0b1101 + 0o43) + '\x6f' + '\062' + chr(0b110000) + chr(0b101011 + 0o13), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1100000 + 0o17) + '\x32' + chr(0b101010 + 0o7) + '\x32', 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(49) + chr(0b110111) + '\x32', 8), nzTpIcepk0o8('\x30' + chr(0b1000010 + 0o55) + '\063' + chr(0b110000) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b11010 + 0o125) + chr(0b110010) + chr(566 - 512) + chr(0b101001 + 0o11), 39150 - 39142), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(0b10 + 0o155) + chr(0b110001) + '\x37' + '\x35', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + '\x33' + chr(341 - 292) + chr(0b10000 + 0o44), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\062' + chr(1624 - 1572) + chr(0b101010 + 0o10), 418 - 410), nzTpIcepk0o8(chr(1344 - 1296) + chr(0b100000 + 0o117) + chr(0b1110 + 0o44) + '\067' + chr(1775 - 1726), 46974 - 46966), nzTpIcepk0o8('\x30' + '\x6f' + chr(899 - 845) + chr(0b110100), 0o10), nzTpIcepk0o8(chr(0b111 + 0o51) + chr(111) + chr(49) + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(0b11011 + 0o25) + chr(6885 - 6774) + chr(50) + chr(0b110001) + chr(52), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\062' + chr(49), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + '\062' + chr(0b110001 + 0o5) + '\x30', 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + chr(111) + chr(0b110101) + chr(2106 - 2058), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'Y'), chr(0b1000111 + 0o35) + chr(6490 - 6389) + '\x63' + chr(111) + chr(100) + chr(101))(chr(117) + chr(0b1110100) + chr(0b1010111 + 0o17) + '\055' + chr(1654 - 1598)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def ichlriegRKzS(PmE5_h409JAA):
if PmE5_h409JAA is None or PmE5_h409JAA is RjQP07DYIdkf:
return roI3spqORKae(ES5oEprVxulp(b'\x1b\x01'), '\x64' + chr(0b1100101) + chr(99) + chr(0b1100111 + 0o10) + '\144' + chr(2079 - 1978))('\x75' + chr(8779 - 8663) + chr(10300 - 10198) + chr(45) + '\070')
if not roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\x1e\x00/\xd7\x90\x17'), chr(0b1000010 + 0o42) + chr(6539 - 6438) + chr(99) + '\x6f' + chr(0b11010 + 0o112) + '\x65')('\165' + chr(116) + '\x66' + chr(0b101101) + '\070'))(PmE5_h409JAA):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b"\x03\x1c/\xcc\x81\x08\x19\x9e\xeb\x92\x87R\xd1n\xb0\x1e\x19\xc5'N\xcf\xa2\x88\xb9u\xda\xef\xe4\x1d\xe7\xdd\x0f\xec\x8c\x97\x1a*\xe3c\x909\x1c\x1e\xc1"), '\x64' + chr(0b100100 + 0o101) + chr(0b1100011) + '\x6f' + chr(7692 - 7592) + chr(7012 - 6911))(chr(117) + chr(0b1110100) + chr(0b1000011 + 0o43) + '\x2d' + chr(1323 - 1267)) % PmE5_h409JAA)
PmE5_h409JAA = PmE5_h409JAA.Xn8ENWMZdIRt()
if PmE5_h409JAA in (roI3spqORKae(ES5oEprVxulp(b'\x1b\x1b'), '\x64' + chr(2278 - 2177) + chr(99) + chr(0b1001001 + 0o46) + chr(0b110111 + 0o55) + '\x65')(chr(0b111010 + 0o73) + chr(116) + '\146' + chr(0b101101) + chr(0b100101 + 0o23)), roI3spqORKae(ES5oEprVxulp(b'\x05\x1b'), chr(1173 - 1073) + chr(0b1100101) + chr(0b1001001 + 0o32) + '\157' + '\x64' + '\145')(chr(0b1010 + 0o153) + chr(0b1110100) + chr(2788 - 2686) + chr(45) + '\070'), roI3spqORKae(ES5oEprVxulp(b'\x1b\x01'), '\144' + '\145' + chr(0b1011100 + 0o7) + chr(111) + chr(0b1100100) + '\x65')('\x75' + '\x74' + chr(0b1100110) + chr(0b101101) + '\070')):
return PmE5_h409JAA
elif PmE5_h409JAA in (roI3spqORKae(ES5oEprVxulp(b'\x1b\x16\x16\xd0'), '\144' + chr(101) + chr(0b100 + 0o137) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(13203 - 13086) + chr(116) + chr(102) + '\x2d' + chr(0b101010 + 0o16)), roI3spqORKae(ES5oEprVxulp(b'\x1b'), chr(1742 - 1642) + chr(1708 - 1607) + chr(2718 - 2619) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(117) + '\x74' + chr(2258 - 2156) + chr(830 - 785) + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\x04\x1b'), chr(0b1000011 + 0o41) + chr(0b110000 + 0o65) + chr(99) + chr(111) + '\x64' + '\145')('\x75' + chr(0b1011 + 0o151) + '\146' + chr(0b101101) + '\x38')):
return roI3spqORKae(ES5oEprVxulp(b'\x1b\x1b'), chr(0b1010011 + 0o21) + '\145' + chr(99) + chr(7475 - 7364) + chr(4923 - 4823) + chr(0b100010 + 0o103))(chr(117) + chr(0b1110100) + chr(102) + chr(177 - 132) + '\x38')
elif PmE5_h409JAA in (roI3spqORKae(ES5oEprVxulp(b'\x05\x1a\x17\xcc\x90'), '\144' + chr(0b1100101) + chr(0b11000 + 0o113) + '\x6f' + chr(100) + '\145')(chr(0b110 + 0o157) + '\164' + '\x66' + chr(0b101101) + chr(2594 - 2538)), roI3spqORKae(ES5oEprVxulp(b'\x05'), '\144' + chr(0b1100101) + '\x63' + '\157' + chr(6407 - 6307) + chr(0b1100101))(chr(117) + chr(0b101111 + 0o105) + '\x66' + chr(0b101101) + chr(2214 - 2158)), roI3spqORKae(ES5oEprVxulp(b'\x13\x1b'), chr(0b101110 + 0o66) + chr(3377 - 3276) + '\143' + chr(111) + '\x64' + chr(0b1001110 + 0o27))(chr(9717 - 9600) + '\164' + chr(102) + chr(0b101101) + chr(0b11110 + 0o32))):
return roI3spqORKae(ES5oEprVxulp(b'\x05\x1b'), '\x64' + '\145' + '\143' + chr(0b1101111) + chr(100) + chr(5912 - 5811))(chr(6688 - 6571) + '\x74' + chr(102) + chr(510 - 465) + chr(0b11001 + 0o37))
elif PmE5_h409JAA in (roI3spqORKae(ES5oEprVxulp(b'\x15\x1c\x04\xcc'), '\144' + '\x65' + '\x63' + '\x6f' + chr(100) + '\145')(chr(0b110101 + 0o100) + chr(0b1110100) + chr(5805 - 5703) + '\055' + '\070'), roI3spqORKae(ES5oEprVxulp(b'\x16\x1f\x1c'), '\x64' + '\x65' + chr(0b1 + 0o142) + '\157' + chr(0b1100100) + chr(101))('\165' + chr(0b101001 + 0o113) + chr(102) + '\055' + chr(0b110110 + 0o2)), roI3spqORKae(ES5oEprVxulp(b'\x0f\x1b'), '\x64' + chr(0b1100101) + '\143' + chr(4988 - 4877) + chr(100) + chr(3470 - 3369))(chr(117) + chr(12851 - 12735) + chr(6869 - 6767) + chr(0b1110 + 0o37) + '\070')):
return roI3spqORKae(ES5oEprVxulp(b'\x1b\x01'), '\144' + chr(101) + chr(0b1100011) + chr(111) + chr(3560 - 3460) + chr(0b1100101))(chr(0b111 + 0o156) + '\164' + '\x66' + chr(0b101101) + chr(0b110010 + 0o6))
else:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'4\x1c\x05\xc8\x80E\x1e\xae\xec\xc6\x80\x14\x90x\xebWM\xca&^\xcf\xb7\xc7\x95i\xcd\xeb\xe3%\xb4\xc6\x0f\xec\xc3\xcbS\x7f\xe1t\xde\x03IP\x81\x97'), chr(100) + '\x65' + chr(2182 - 2083) + chr(0b1101111) + '\144' + chr(0b1100101))('\x75' + chr(116) + chr(9809 - 9707) + chr(0b100011 + 0o12) + '\070') % PmE5_h409JAA) |
noahbenson/neuropythy | neuropythy/util/core.py | normalize | def normalize(data):
'''
normalize(obj) yields a JSON-friendly normalized description of the given object. If the data
cannot be normalized an error is raised.
Any object that implements a normalize() function can be normalized, so long as the mapping
object returned by normalize() itself can be normalized. Note that the normalize() function
must return a mapping object.
Objects that can be represented as themselves are returned as themselves. Any other object will
be represented as a map that includes the reserved key '__type__' which will map to a
2-element list [module_name, class_name]; upon denomrlization, the module and class k are looked
up and k.denomalize(data) is called.
'''
if data is None: return None
elif pimms.is_array(data, 'complex') and not pimms.is_array(data, 'real'):
# any complex number must be handled specially:
return {normalize_type_key: [None, 'complex'], 're':np.real(data), 'im': np.imag(data)}
elif is_set(data):
# sets also have a special type:
return {normalize_type_key: [None, 'set'], 'elements': normalize(list(data))}
elif pimms.is_scalar(data, ('number', 'string', 'unicode', 'bool')):
# scalars are already normalized
return data
elif sps.issparse(data):
# sparse matrices always get encoded as if they were csr_matrices (for now)
(i,j,v) = sps.find(data)
return {normalize_type_key: [None, 'sparse_matrix'],
'rows':i.tolist(), 'cols':j.tolist(), 'vals': v.tolist(),
'shape':data.shape}
elif pimms.is_map(data):
newdict = {}
for (k,v) in six.iteritems(data):
if not pimms.is_str(k):
raise ValueError('Only maps with strings for keys can be normalized')
newdict[k] = normalize(v)
return newdict
elif pimms.is_array(data, ('number', 'string', 'unicode', 'bool')):
# numpy arrays just get turned into lists
return data.tolist() if pimms.is_nparray(data) else data
elif data is Ellipsis:
return {normalize_type_key: [None, 'ellipsis']}
elif pimms.is_scalar(data):
# we have an object of some type we don't really recognize
try: m = data.normalize()
except Exception: raise ValueError('Failed to run obj.normalize() on unrecognized obj: %s' % data)
if not pimms.is_map(m): raise ValueError('obj.normalize() returned non-map; obj: %s' % data)
m = dict(m)
tt = type(data)
m[normalize_type_key] = [tt.__module__, tt.__name__]
return m
else:
# we have an array/list of some kind that isn't a number, string, or boolean
return [normalize(x) for x in data] | python | def normalize(data):
'''
normalize(obj) yields a JSON-friendly normalized description of the given object. If the data
cannot be normalized an error is raised.
Any object that implements a normalize() function can be normalized, so long as the mapping
object returned by normalize() itself can be normalized. Note that the normalize() function
must return a mapping object.
Objects that can be represented as themselves are returned as themselves. Any other object will
be represented as a map that includes the reserved key '__type__' which will map to a
2-element list [module_name, class_name]; upon denomrlization, the module and class k are looked
up and k.denomalize(data) is called.
'''
if data is None: return None
elif pimms.is_array(data, 'complex') and not pimms.is_array(data, 'real'):
# any complex number must be handled specially:
return {normalize_type_key: [None, 'complex'], 're':np.real(data), 'im': np.imag(data)}
elif is_set(data):
# sets also have a special type:
return {normalize_type_key: [None, 'set'], 'elements': normalize(list(data))}
elif pimms.is_scalar(data, ('number', 'string', 'unicode', 'bool')):
# scalars are already normalized
return data
elif sps.issparse(data):
# sparse matrices always get encoded as if they were csr_matrices (for now)
(i,j,v) = sps.find(data)
return {normalize_type_key: [None, 'sparse_matrix'],
'rows':i.tolist(), 'cols':j.tolist(), 'vals': v.tolist(),
'shape':data.shape}
elif pimms.is_map(data):
newdict = {}
for (k,v) in six.iteritems(data):
if not pimms.is_str(k):
raise ValueError('Only maps with strings for keys can be normalized')
newdict[k] = normalize(v)
return newdict
elif pimms.is_array(data, ('number', 'string', 'unicode', 'bool')):
# numpy arrays just get turned into lists
return data.tolist() if pimms.is_nparray(data) else data
elif data is Ellipsis:
return {normalize_type_key: [None, 'ellipsis']}
elif pimms.is_scalar(data):
# we have an object of some type we don't really recognize
try: m = data.normalize()
except Exception: raise ValueError('Failed to run obj.normalize() on unrecognized obj: %s' % data)
if not pimms.is_map(m): raise ValueError('obj.normalize() returned non-map; obj: %s' % data)
m = dict(m)
tt = type(data)
m[normalize_type_key] = [tt.__module__, tt.__name__]
return m
else:
# we have an array/list of some kind that isn't a number, string, or boolean
return [normalize(x) for x in data] | [
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object returned by normalize() itself can be normalized. Note that the normalize() function
must return a mapping object.
Objects that can be represented as themselves are returned as themselves. Any other object will
be represented as a map that includes the reserved key '__type__' which will map to a
2-element list [module_name, class_name]; upon denomrlization, the module and class k are looked
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L132-L185 | train | Normalizes the given object to a JSON - friendly description of the given object. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + chr(11324 - 11213) + chr(0b101100 + 0o5) + chr(51) + chr(50), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(669 - 618) + '\x32' + '\064', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110011) + '\064', 40851 - 40843), nzTpIcepk0o8('\x30' + '\x6f' + chr(51) + chr(50) + chr(55), 55722 - 55714), nzTpIcepk0o8(chr(445 - 397) + '\157' + chr(399 - 350) + chr(0b110010) + '\x30', 36854 - 36846), nzTpIcepk0o8('\x30' + chr(111) + chr(50) + chr(2151 - 2099) + chr(0b110100), 63522 - 63514), nzTpIcepk0o8(chr(0b110000) + chr(0b1010111 + 0o30) + '\067', 0b1000), nzTpIcepk0o8(chr(0b110000 + 0o0) + '\157' + chr(0b1010 + 0o50) + chr(0b110000) + chr(268 - 219), 0o10), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(11695 - 11584) + chr(0b110010) + chr(2732 - 2679) + chr(0b11110 + 0o24), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b11010 + 0o31) + chr(0b110110) + chr(2151 - 2101), 25575 - 25567), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(0b1101111) + chr(2180 - 2131) + '\x31' + chr(55), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110010) + '\x31', 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b110011) + chr(1888 - 1835) + '\x36', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(84 - 30) + chr(0b111 + 0o51), 0b1000), nzTpIcepk0o8('\060' + chr(6451 - 6340) + chr(0b11010 + 0o32) + chr(2368 - 2318), 27365 - 27357), nzTpIcepk0o8(chr(697 - 649) + chr(111) + chr(0b1111 + 0o44) + '\x35' + chr(50), 0o10), nzTpIcepk0o8(chr(0b11010 + 0o26) + chr(0b1101111) + '\x33' + chr(0b100111 + 0o11) + chr(917 - 864), 51326 - 51318), nzTpIcepk0o8(chr(0b1110 + 0o42) + '\x6f' + chr(0b11111 + 0o24) + '\x33' + '\061', 0b1000), nzTpIcepk0o8('\060' + chr(0b111110 + 0o61) + chr(51) + chr(0b110100) + chr(55), 60877 - 60869), nzTpIcepk0o8('\060' + chr(0b100110 + 0o111) + chr(0b11010 + 0o30) + '\x30' + '\065', 0o10), nzTpIcepk0o8(chr(48) + chr(0b101100 + 0o103) + chr(50) + chr(55) + chr(52), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b100 + 0o55) + chr(0b110111) + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + '\x32' + '\067', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(49) + '\x33' + chr(0b110011), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + '\063' + chr(49) + chr(0b1010 + 0o55), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(49) + '\062' + chr(0b1001 + 0o53), 41171 - 41163), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b100011 + 0o20) + chr(0b101 + 0o57) + chr(0b110010), 0o10), nzTpIcepk0o8('\060' + chr(5852 - 5741) + chr(0b110011) + '\x31' + chr(0b100101 + 0o14), 0o10), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(0b1101100 + 0o3) + '\061' + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(1697 - 1649) + '\157' + chr(0b110010) + chr(0b1001 + 0o51) + '\x31', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x31' + chr(0b110001 + 0o0) + chr(2138 - 2088), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(2393 - 2342) + chr(48) + chr(0b10000 + 0o46), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\x32' + '\060' + chr(0b110100), 0b1000), nzTpIcepk0o8('\060' + chr(6195 - 6084) + chr(533 - 483) + chr(0b110001 + 0o6) + '\x35', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1001 + 0o146) + chr(49) + '\x36' + chr(0b110101), 42476 - 42468), nzTpIcepk0o8('\060' + chr(111) + '\x33' + chr(48) + '\x32', 0o10), nzTpIcepk0o8('\060' + chr(0b100100 + 0o113) + chr(0b110011) + '\067' + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(3330 - 3219) + chr(0b110100) + chr(1446 - 1391), ord("\x08")), nzTpIcepk0o8(chr(1167 - 1119) + chr(0b1101111) + chr(49) + chr(0b110000) + chr(0b110110), 25747 - 25739), nzTpIcepk0o8(chr(940 - 892) + chr(0b1101111) + chr(0b110101) + '\x32', ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + chr(11667 - 11556) + chr(0b101111 + 0o6) + chr(0b100100 + 0o14), 29686 - 29678)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b't'), chr(100) + '\x65' + chr(0b110 + 0o135) + chr(0b1101111) + chr(0b0 + 0o144) + chr(101))(chr(0b10110 + 0o137) + chr(116) + chr(102) + '\055' + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def euRgWTY4eBYM(FfKOThdpoDTb):
if FfKOThdpoDTb is None:
return None
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'3\xa7C\xb6"\xd6f\xf8'), '\144' + '\145' + chr(99) + '\x6f' + chr(0b1100100) + '\145')('\x75' + chr(0b1100001 + 0o23) + '\146' + chr(0b101101) + '\x38'))(FfKOThdpoDTb, roI3spqORKae(ES5oEprVxulp(b'9\xbbq\xa7<\xc1\x7f'), chr(0b1010000 + 0o24) + chr(101) + chr(1911 - 1812) + chr(111) + chr(0b1011110 + 0o6) + '\x65')(chr(0b1110101) + '\x74' + chr(102) + '\x2d' + chr(0b111000))) and (not roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'3\xa7C\xb6"\xd6f\xf8'), chr(1606 - 1506) + chr(101) + chr(99) + '\157' + chr(0b1100100) + '\145')(chr(6802 - 6685) + chr(6640 - 6524) + chr(8709 - 8607) + chr(0b101101) + '\x38'))(FfKOThdpoDTb, roI3spqORKae(ES5oEprVxulp(b'(\xb1}\xbb'), '\144' + chr(0b1001110 + 0o27) + chr(0b101110 + 0o65) + chr(0b1101111) + '\144' + '\x65')('\x75' + '\x74' + chr(0b110000 + 0o66) + chr(45) + chr(0b100110 + 0o22)))):
return {YtQ2RbhvzYwv: [None, roI3spqORKae(ES5oEprVxulp(b'9\xbbq\xa7<\xc1\x7f'), chr(100) + chr(0b10001 + 0o124) + chr(0b111101 + 0o46) + chr(3714 - 3603) + chr(5695 - 5595) + '\145')(chr(0b1110101) + '\164' + '\146' + '\x2d' + '\x38')], roI3spqORKae(ES5oEprVxulp(b'(\xb1'), '\x64' + '\145' + chr(3225 - 3126) + '\x6f' + '\x64' + chr(0b11100 + 0o111))(chr(117) + chr(116) + chr(102) + '\x2d' + '\070'): roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b',\x9al\x843\xd6L\xc0\xe7\x97$E'), chr(0b1001000 + 0o34) + chr(0b1100101) + chr(9220 - 9121) + '\x6f' + '\144' + chr(101))(chr(0b1110101) + '\x74' + chr(1788 - 1686) + '\x2d' + '\070'))(FfKOThdpoDTb), roI3spqORKae(ES5oEprVxulp(b'3\xb9'), chr(100) + chr(101) + chr(0b1011011 + 0o10) + chr(0b1011111 + 0o20) + chr(9961 - 9861) + chr(9702 - 9601))(chr(117) + '\x74' + '\146' + chr(517 - 472) + '\x38'): roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'3\xb9}\xb0'), '\144' + chr(0b100100 + 0o101) + '\x63' + '\x6f' + chr(8242 - 8142) + chr(0b110010 + 0o63))(chr(0b1011101 + 0o30) + chr(0b101010 + 0o112) + '\146' + chr(0b101101) + chr(0b100010 + 0o26)))(FfKOThdpoDTb)}
elif kP3CFzymNGOD(FfKOThdpoDTb):
return {YtQ2RbhvzYwv: [None, roI3spqORKae(ES5oEprVxulp(b')\xb1h'), '\x64' + '\x65' + chr(0b1011000 + 0o13) + chr(0b1101111) + chr(100) + '\145')(chr(0b1001100 + 0o51) + '\x74' + chr(0b1100110) + '\055' + chr(0b111000))], roI3spqORKae(ES5oEprVxulp(b'?\xb8y\xba5\xcas\xf2'), chr(7894 - 7794) + chr(0b1100101) + chr(99) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(0b11010 + 0o23) + '\x38'): euRgWTY4eBYM(H4NoA26ON7iG(FfKOThdpoDTb))}
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'3\xa7C\xa43\xc5k\xe0\xd8'), chr(8050 - 7950) + '\x65' + chr(4199 - 4100) + '\157' + chr(100) + '\145')(chr(0b111101 + 0o70) + chr(0b1101101 + 0o7) + chr(0b1010110 + 0o20) + '\x2d' + chr(0b111000)))(FfKOThdpoDTb, (roI3spqORKae(ES5oEprVxulp(b'4\xa1q\xb55\xd6'), chr(100) + '\145' + chr(0b1100011) + chr(111) + '\x64' + chr(101))(chr(7604 - 7487) + '\x74' + chr(102) + chr(0b101101) + chr(56)), roI3spqORKae(ES5oEprVxulp(b')\xa0n\xbe>\xc3'), '\144' + chr(0b1100101) + chr(0b1100011) + '\x6f' + '\144' + chr(0b110110 + 0o57))(chr(0b1001010 + 0o53) + chr(116) + chr(102) + '\x2d' + chr(871 - 815)), roI3spqORKae(ES5oEprVxulp(b'/\xbau\xb4?\xc0b'), chr(0b1100100) + chr(101) + chr(0b1011111 + 0o4) + chr(7004 - 6893) + '\144' + chr(0b1100101))('\x75' + '\x74' + '\146' + chr(1700 - 1655) + chr(56)), roI3spqORKae(ES5oEprVxulp(b'8\xbbs\xbb'), chr(100) + '\145' + chr(99) + chr(10231 - 10120) + '\x64' + '\x65')('\x75' + chr(0b1101011 + 0o11) + '\x66' + chr(0b101010 + 0o3) + chr(56)))):
return FfKOThdpoDTb
elif roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'3\xa7o\xa71\xd6t\xe4'), chr(0b1100 + 0o130) + chr(101) + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(0b1000100 + 0o41))(chr(7569 - 7452) + '\x74' + chr(0b1100110) + chr(670 - 625) + chr(0b111000)))(FfKOThdpoDTb):
(ZlbFMSG8gCoF, sChW4gUsXrIC, r7AA1pbLjb44) = KMn4iTJEAO1P.mlLPzxww6J51(FfKOThdpoDTb)
return {YtQ2RbhvzYwv: [None, roI3spqORKae(ES5oEprVxulp(b')\xa4}\xa5#\xc1X\xec\xcb\x86=x\x96'), chr(100) + chr(101) + chr(0b1011001 + 0o12) + chr(0b100011 + 0o114) + chr(0b101010 + 0o72) + chr(0b10110 + 0o117))(chr(0b1001111 + 0o46) + chr(5727 - 5611) + chr(0b1100110) + chr(0b101101) + chr(0b0 + 0o70))], roI3spqORKae(ES5oEprVxulp(b'(\xbbk\xa4'), '\x64' + chr(7399 - 7298) + chr(0b1100011) + '\x6f' + chr(2414 - 2314) + chr(101))(chr(0b1011000 + 0o35) + '\x74' + '\x66' + chr(45) + chr(0b101110 + 0o12)): roI3spqORKae(ZlbFMSG8gCoF, roI3spqORKae(ES5oEprVxulp(b'.\xbbp\xbe#\xd0'), chr(5221 - 5121) + '\145' + '\x63' + chr(111) + chr(0b1010010 + 0o22) + chr(101))(chr(0b1110101) + chr(0b1001111 + 0o45) + chr(0b110001 + 0o65) + chr(0b101101) + chr(56)))(), roI3spqORKae(ES5oEprVxulp(b'9\xbbp\xa4'), chr(0b1011111 + 0o5) + '\145' + chr(99) + chr(111) + chr(0b101101 + 0o67) + '\145')('\165' + chr(7066 - 6950) + '\146' + chr(1046 - 1001) + chr(0b1011 + 0o55)): roI3spqORKae(sChW4gUsXrIC, roI3spqORKae(ES5oEprVxulp(b'.\xbbp\xbe#\xd0'), chr(0b1100100) + chr(5807 - 5706) + '\143' + '\x6f' + '\144' + chr(8517 - 8416))(chr(117) + '\164' + chr(0b1100110) + chr(0b101101) + chr(0b101110 + 0o12)))(), roI3spqORKae(ES5oEprVxulp(b',\xb5p\xa4'), chr(100) + chr(0b1100101) + chr(99) + '\x6f' + chr(100) + chr(0b110000 + 0o65))(chr(117) + chr(116) + chr(102) + chr(1818 - 1773) + '\070'): roI3spqORKae(r7AA1pbLjb44, roI3spqORKae(ES5oEprVxulp(b'.\xbbp\xbe#\xd0'), chr(0b1100100) + chr(101) + chr(99) + chr(111) + chr(7392 - 7292) + chr(101))('\165' + chr(0b1110100) + chr(0b11010 + 0o114) + chr(0b101101) + chr(475 - 419)))(), roI3spqORKae(ES5oEprVxulp(b')\xbc}\xa75'), '\144' + chr(5503 - 5402) + chr(0b1100011) + '\157' + '\144' + '\145')(chr(117) + chr(116) + chr(0b11101 + 0o111) + chr(45) + chr(56)): roI3spqORKae(FfKOThdpoDTb, roI3spqORKae(ES5oEprVxulp(b'6\xbc~\x9a`\x9d5\xc0\xec\xa5ww'), chr(0b101011 + 0o71) + chr(0b11 + 0o142) + chr(99) + chr(4783 - 4672) + chr(8689 - 8589) + chr(0b1010101 + 0o20))(chr(0b1110101) + '\x74' + '\x66' + '\055' + '\x38'))}
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'3\xa7C\xba1\xd4'), '\144' + '\145' + chr(0b1100011) + chr(0b11001 + 0o126) + chr(5582 - 5482) + '\x65')('\165' + chr(0b1010011 + 0o41) + '\146' + chr(45) + chr(0b100010 + 0o26)))(FfKOThdpoDTb):
X6E7ZUCoyiMG = {}
for (B6UAF1zReOyJ, r7AA1pbLjb44) in roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b'.\xb7O\xbc:\xc7u\xcd\xc1\x81$ '), chr(6584 - 6484) + '\145' + '\x63' + '\x6f' + '\144' + chr(2190 - 2089))(chr(11856 - 11739) + chr(9261 - 9145) + chr(102) + chr(1505 - 1460) + chr(409 - 353)))(FfKOThdpoDTb):
if not roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'3\xa7C\xa4$\xd6'), chr(100) + chr(0b1001001 + 0o34) + chr(522 - 423) + chr(3155 - 3044) + chr(376 - 276) + chr(101))(chr(0b111011 + 0o72) + '\x74' + chr(0b1100110) + chr(0b100001 + 0o14) + chr(56)))(B6UAF1zReOyJ):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\x15\xbap\xaep\xc9f\xf1\xd9\xd28x\x9aX\x02\x99\xb1\xab\x8e\xeb\xdb\x0b7=\xa0&\xc2\xa2l\xe89\xe6\xe7\xdc\x1b\xe2\x9eBfD5\xa6q\xb6<\xcd}\xe4\xce'), chr(5745 - 5645) + chr(101) + '\x63' + chr(0b1101111) + chr(0b110100 + 0o60) + '\x65')(chr(0b1110101) + '\x74' + chr(8669 - 8567) + chr(0b1110 + 0o37) + chr(1534 - 1478)))
X6E7ZUCoyiMG[B6UAF1zReOyJ] = euRgWTY4eBYM(r7AA1pbLjb44)
return X6E7ZUCoyiMG
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'3\xa7C\xb6"\xd6f\xf8'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(0b1001101 + 0o42) + '\x64' + '\145')(chr(3723 - 3606) + chr(5761 - 5645) + '\146' + '\x2d' + chr(2094 - 2038)))(FfKOThdpoDTb, (roI3spqORKae(ES5oEprVxulp(b'4\xa1q\xb55\xd6'), chr(0b100101 + 0o77) + chr(101) + '\143' + chr(111) + chr(7023 - 6923) + '\145')('\165' + chr(963 - 847) + chr(102) + chr(45) + '\x38'), roI3spqORKae(ES5oEprVxulp(b')\xa0n\xbe>\xc3'), chr(0b1100100) + chr(101) + chr(99) + chr(0b100 + 0o153) + chr(100) + '\x65')(chr(5054 - 4937) + '\x74' + chr(0b1100110) + '\x2d' + '\x38'), roI3spqORKae(ES5oEprVxulp(b'/\xbau\xb4?\xc0b'), chr(100) + chr(1556 - 1455) + chr(1169 - 1070) + chr(0b1101111) + '\x64' + chr(623 - 522))(chr(5073 - 4956) + chr(116) + chr(0b1100110) + chr(45) + '\070'), roI3spqORKae(ES5oEprVxulp(b'8\xbbs\xbb'), chr(0b110010 + 0o62) + '\145' + chr(0b1100011) + chr(0b111010 + 0o65) + chr(0b1100100) + chr(0b1011 + 0o132))('\165' + '\x74' + chr(0b1001001 + 0o35) + chr(0b101101) + chr(56)))):
return roI3spqORKae(FfKOThdpoDTb, roI3spqORKae(ES5oEprVxulp(b'.\xbbp\xbe#\xd0'), chr(0b1100100) + '\x65' + '\x63' + chr(0b101101 + 0o102) + '\144' + '\145')(chr(0b1110101) + chr(0b1101101 + 0o7) + '\146' + chr(0b101101) + chr(0b11000 + 0o40)))() if roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'3\xa7C\xb9 \xc5u\xf3\xcb\x8b'), chr(0b1100100) + chr(101) + '\143' + chr(0b1101111) + chr(0b1001110 + 0o26) + chr(0b100011 + 0o102))(chr(117) + '\164' + chr(102) + chr(0b100 + 0o51) + chr(2381 - 2325)))(FfKOThdpoDTb) else FfKOThdpoDTb
elif FfKOThdpoDTb is RjQP07DYIdkf:
return {YtQ2RbhvzYwv: [None, roI3spqORKae(ES5oEprVxulp(b'?\xb8p\xbe \xd7n\xf2'), '\x64' + chr(101) + chr(99) + chr(0b1101111) + '\x64' + chr(3672 - 3571))('\x75' + '\164' + '\x66' + '\055' + chr(0b111000))]}
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'3\xa7C\xa43\xc5k\xe0\xd8'), '\x64' + chr(0b1100101) + '\x63' + '\157' + chr(100) + '\x65')(chr(12894 - 12777) + '\164' + chr(0b11011 + 0o113) + '\055' + chr(56)))(FfKOThdpoDTb):
try:
tF75nqoNENFL = FfKOThdpoDTb.euRgWTY4eBYM()
except zfo2Sgkz3IVJ:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b"\x1c\xb5u\xbb5\xc0'\xf5\xc5\xd2=d\x80\x10M\x88\xaf\xf7\x89\xea\xce\x15v7\xa6.\x87\xe1 \xb1%\xa8\xa4\xc8\x1b\xb0\x99D)M4\xbdf\xb24\x84h\xe3\xc0\xc8o4\x9d"), chr(0b101 + 0o137) + chr(5462 - 5361) + chr(0b1010011 + 0o20) + chr(111) + chr(0b11101 + 0o107) + chr(0b1100101))(chr(0b1110101) + '\164' + chr(0b1101 + 0o131) + '\x2d' + '\070') % FfKOThdpoDTb)
if not roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'3\xa7C\xba1\xd4'), chr(3653 - 3553) + '\x65' + chr(99) + chr(111) + '\x64' + '\x65')('\165' + chr(10600 - 10484) + chr(7835 - 7733) + chr(45) + '\070'))(tF75nqoNENFL):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'5\xb6v\xf9>\xcbu\xec\xcb\x9e&k\x8b\x18\x0b\xca\xb7\xbc\x93\xf0\xce\x16r?\xef:\x8d\xa7$\xfc+\xb6\xbf\x9d\x1a\xa0\x96\x1df\x0f)'), chr(100) + chr(1016 - 915) + '\143' + chr(0b1101111) + '\144' + '\145')(chr(0b100100 + 0o121) + '\164' + '\x66' + chr(1303 - 1258) + chr(56)) % FfKOThdpoDTb)
tF75nqoNENFL = znjnJWK64FDT(tF75nqoNENFL)
RuxMtHuKbM7x = MJ07XsN5uFgW(FfKOThdpoDTb)
tF75nqoNENFL[YtQ2RbhvzYwv] = [RuxMtHuKbM7x.BucoAsuYpo5x, RuxMtHuKbM7x.AYtDRlqeP0tq]
return tF75nqoNENFL
else:
return [euRgWTY4eBYM(bI5jsQ9OkQtj) for bI5jsQ9OkQtj in FfKOThdpoDTb] |
noahbenson/neuropythy | neuropythy/util/core.py | denormalize | def denormalize(data):
'''
denormalize(data) yield a denormalized version of the given JSON-friendly normalized data. This
is the inverse of the normalize(obj) function.
The normalize and denormalize functions use the reserved keyword '__type__' along with the
<obj>.normalize() and <class>.denormalize(data) functions to manage types of objects that are
not JSON-compatible. Please see help(normalize) for more details.
'''
if data is None: return None
elif pimms.is_scalar(data, ('number', 'bool', 'string', 'unicode')): return data
elif pimms.is_map(data):
# see if it's a non-native map
if normalize_type_key in data:
(mdl,cls) = data[normalize_type_key]
if mdl is None:
if cls == 'ellipsis': return Ellipsis
elif cls == 'complex': return np.array(data['re']) + 1j*np.array(data['im'])
elif cls == 'set': return set(denormalize(data['elements']))
elif cls == 'sparse_matrix':
return sps.csr_matrix((data['vals'], (data['rows'],data['cols'])),
shape=data['shape'])
else: raise ValueError('unrecognized builtin denormalize class: %s' % cls)
else:
cls = getattr(importlib.import_module(mdl), cls)
d = {k:denormalize(v) for (k,v) in six.iteritems(data) if k != normalize_type_key}
return cls.denormalize(d)
else: return {k:denormalize(v) for (k,v) in six.iteritems(data)} # native map
else:
# must be a list of some type
if not hasattr(data, '__iter__'):
msg = 'denormalize does not recognized object %s with type %s' % (data, type(data))
raise ValueError(msg)
# lists of primitives need not be changed
if pimms.is_array(data, ('number', 'bool', 'string', 'unicode')): return data
return [denormalize(x) for x in data] | python | def denormalize(data):
'''
denormalize(data) yield a denormalized version of the given JSON-friendly normalized data. This
is the inverse of the normalize(obj) function.
The normalize and denormalize functions use the reserved keyword '__type__' along with the
<obj>.normalize() and <class>.denormalize(data) functions to manage types of objects that are
not JSON-compatible. Please see help(normalize) for more details.
'''
if data is None: return None
elif pimms.is_scalar(data, ('number', 'bool', 'string', 'unicode')): return data
elif pimms.is_map(data):
# see if it's a non-native map
if normalize_type_key in data:
(mdl,cls) = data[normalize_type_key]
if mdl is None:
if cls == 'ellipsis': return Ellipsis
elif cls == 'complex': return np.array(data['re']) + 1j*np.array(data['im'])
elif cls == 'set': return set(denormalize(data['elements']))
elif cls == 'sparse_matrix':
return sps.csr_matrix((data['vals'], (data['rows'],data['cols'])),
shape=data['shape'])
else: raise ValueError('unrecognized builtin denormalize class: %s' % cls)
else:
cls = getattr(importlib.import_module(mdl), cls)
d = {k:denormalize(v) for (k,v) in six.iteritems(data) if k != normalize_type_key}
return cls.denormalize(d)
else: return {k:denormalize(v) for (k,v) in six.iteritems(data)} # native map
else:
# must be a list of some type
if not hasattr(data, '__iter__'):
msg = 'denormalize does not recognized object %s with type %s' % (data, type(data))
raise ValueError(msg)
# lists of primitives need not be changed
if pimms.is_array(data, ('number', 'bool', 'string', 'unicode')): return data
return [denormalize(x) for x in data] | [
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The normalize and denormalize functions use the reserved keyword '__type__' along with the
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"."
] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L186-L221 | train | Returns a denormalized version of the given JSON - friendly normalized data. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + '\157' + '\x32' + '\061' + '\x30', 21795 - 21787), nzTpIcepk0o8(chr(0b101001 + 0o7) + chr(4544 - 4433) + '\x32' + chr(53), 0o10), nzTpIcepk0o8(chr(792 - 744) + chr(111) + chr(51) + chr(0b11010 + 0o34) + '\x32', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1100010 + 0o15) + chr(0b1000 + 0o57) + '\x30', 28451 - 28443), nzTpIcepk0o8(chr(48) + '\157' + chr(50) + '\063' + '\x31', 43325 - 43317), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x32' + chr(0b110011) + '\060', 63908 - 63900), nzTpIcepk0o8(chr(48) + chr(0b111001 + 0o66) + chr(50) + '\x31' + '\061', 0b1000), nzTpIcepk0o8(chr(1976 - 1928) + '\x6f' + '\x33' + chr(51) + chr(1699 - 1647), 0o10), nzTpIcepk0o8('\060' + chr(0b1 + 0o156) + '\062' + chr(0b110001) + '\063', 59569 - 59561), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110011) + chr(0b110001) + chr(50), 0b1000), nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(111) + chr(1351 - 1297) + chr(52), 17606 - 17598), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(10419 - 10308) + chr(0b110010) + chr(103 - 55) + chr(2247 - 2196), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b11 + 0o154) + '\x32' + chr(0b10010 + 0o43) + '\062', 0b1000), nzTpIcepk0o8(chr(648 - 600) + chr(111) + chr(50) + chr(54) + '\063', 0o10), nzTpIcepk0o8(chr(1281 - 1233) + '\x6f' + chr(0b110010) + chr(53) + '\060', 0b1000), nzTpIcepk0o8(chr(48) + chr(11935 - 11824) + '\x36' + '\065', 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(0b10000 + 0o42) + chr(0b110011) + '\x32', 57916 - 57908), nzTpIcepk0o8('\060' + chr(111) + chr(49) + chr(0b10000 + 0o43) + chr(0b110110), ord("\x08")), nzTpIcepk0o8(chr(0b10010 + 0o36) + chr(0b1101111) + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(48) + chr(4968 - 4857) + chr(50) + chr(0b110001) + chr(1689 - 1635), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b101110 + 0o101) + '\063' + '\063' + '\067', 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b101111 + 0o2) + '\061' + chr(0b11001 + 0o34), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(6868 - 6757) + chr(51) + chr(54), 0o10), nzTpIcepk0o8(chr(48) + chr(477 - 366) + '\061' + chr(0b10110 + 0o32) + '\061', 0o10), nzTpIcepk0o8('\060' + chr(0b110010 + 0o75) + chr(0b110010) + chr(1082 - 1030) + chr(124 - 75), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b100001 + 0o116) + '\061' + '\x37' + chr(0b110100), 8058 - 8050), nzTpIcepk0o8('\x30' + chr(111) + chr(1570 - 1520) + chr(53), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110011) + chr(0b11 + 0o56) + chr(0b110011), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(54) + chr(52), 8), nzTpIcepk0o8(chr(1592 - 1544) + chr(0b1101111) + '\063' + '\x35' + chr(51), 22605 - 22597), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x31' + chr(0b110001) + chr(48), 0o10), nzTpIcepk0o8('\060' + chr(0b1101110 + 0o1) + '\066' + chr(0b1101 + 0o46), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(7399 - 7288) + '\x33' + '\x30', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b0 + 0o63) + chr(0b110010) + chr(49), 19245 - 19237), nzTpIcepk0o8('\x30' + chr(10482 - 10371) + '\063' + chr(0b110000) + '\x34', 0b1000), nzTpIcepk0o8(chr(230 - 182) + '\157' + '\x33' + chr(1520 - 1465) + chr(0b11011 + 0o33), ord("\x08")), nzTpIcepk0o8('\x30' + chr(1637 - 1526) + '\x32' + chr(0b100111 + 0o20) + chr(0b100100 + 0o16), ord("\x08")), nzTpIcepk0o8(chr(1072 - 1024) + '\x6f' + chr(1639 - 1590) + chr(54) + '\x31', 52955 - 52947), nzTpIcepk0o8(chr(48) + chr(0b11000 + 0o127) + chr(0b110011) + chr(665 - 610) + chr(0b110110), 8), nzTpIcepk0o8('\x30' + chr(0b1000110 + 0o51) + chr(0b11011 + 0o27) + chr(53) + '\x35', ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(111) + '\x35' + chr(0b11110 + 0o22), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xa6'), chr(0b1100100) + chr(0b1100101) + chr(0b1010000 + 0o23) + chr(0b11 + 0o154) + chr(100) + '\145')('\x75' + '\x74' + chr(0b1100110) + '\x2d' + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def She0ONb4Kbbd(FfKOThdpoDTb):
if FfKOThdpoDTb is None:
return None
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\xe1f\xadK\xfa\xf9\xe5\xbd\xf9'), '\144' + chr(0b1100101) + chr(3234 - 3135) + '\x6f' + '\144' + chr(0b1001100 + 0o31))(chr(0b1110101) + chr(10022 - 9906) + chr(0b1100110) + chr(45) + chr(0b101110 + 0o12)))(FfKOThdpoDTb, (roI3spqORKae(ES5oEprVxulp(b'\xe6`\x9fZ\xfc\xea'), chr(100) + '\145' + chr(0b1101 + 0o126) + '\x6f' + '\x64' + chr(1869 - 1768))(chr(0b10110 + 0o137) + '\x74' + chr(102) + chr(489 - 444) + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'\xeaz\x9dT'), chr(0b1001100 + 0o30) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))('\165' + '\164' + '\x66' + chr(0b1101 + 0o40) + '\x38'), roI3spqORKae(ES5oEprVxulp(b'\xfba\x80Q\xf7\xff'), chr(0b10000 + 0o124) + chr(101) + chr(0b1100011) + chr(0b1011100 + 0o23) + chr(0b1100100) + chr(8975 - 8874))(chr(0b11000 + 0o135) + chr(116) + chr(1819 - 1717) + '\x2d' + '\x38'), roI3spqORKae(ES5oEprVxulp(b'\xfd{\x9b[\xf6\xfc\xec'), chr(0b11 + 0o141) + '\x65' + '\x63' + '\x6f' + chr(2788 - 2688) + chr(2614 - 2513))('\165' + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(56)))):
return FfKOThdpoDTb
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\xe1f\xadU\xf8\xe8'), '\x64' + '\145' + chr(7439 - 7340) + '\157' + chr(100) + chr(0b1100101))(chr(0b1110101 + 0o0) + chr(0b1110100) + '\146' + chr(0b101101) + chr(0b0 + 0o70)))(FfKOThdpoDTb):
if YtQ2RbhvzYwv in FfKOThdpoDTb:
(AyfNy9MUxk6F, _1vzISbJ_R2i) = FfKOThdpoDTb[YtQ2RbhvzYwv]
if AyfNy9MUxk6F is None:
if _1vzISbJ_R2i == roI3spqORKae(ES5oEprVxulp(b'\xedy\x9eQ\xe9\xeb\xe0\xaf'), chr(0b1100 + 0o130) + chr(3793 - 3692) + chr(0b1100011) + chr(8500 - 8389) + chr(4245 - 4145) + chr(101))(chr(0b10000 + 0o145) + chr(116) + chr(0b111000 + 0o56) + chr(45) + chr(0b11110 + 0o32)):
return RjQP07DYIdkf
elif _1vzISbJ_R2i == roI3spqORKae(ES5oEprVxulp(b'\xebz\x9fH\xf5\xfd\xf1'), chr(0b1011100 + 0o10) + chr(5362 - 5261) + chr(825 - 726) + '\157' + chr(0b1100100) + '\145')(chr(117) + chr(0b11100 + 0o130) + '\x66' + '\055' + chr(850 - 794)):
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xdc{\xc4J\xde\xea\xbe\x84\xdf\x87\x03\xf7'), chr(100) + chr(0b11 + 0o142) + chr(0b1100 + 0o127) + '\x6f' + chr(0b1100100) + '\x65')('\165' + chr(0b1111 + 0o145) + '\146' + chr(45) + chr(0b111000)))(FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'\xfap'), chr(0b1100100) + '\145' + '\143' + chr(111) + '\144' + '\145')(chr(117) + '\x74' + chr(0b1100110) + '\x2d' + chr(56))]) + 1j * roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xdc{\xc4J\xde\xea\xbe\x84\xdf\x87\x03\xf7'), '\x64' + chr(0b1000111 + 0o36) + chr(0b1001001 + 0o32) + chr(111) + '\x64' + chr(0b101011 + 0o72))('\165' + '\164' + '\x66' + chr(0b10 + 0o53) + '\x38'))(FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'\xe1x'), chr(0b1011100 + 0o10) + chr(708 - 607) + '\x63' + '\157' + chr(8170 - 8070) + '\x65')('\x75' + chr(0b11101 + 0o127) + '\x66' + '\055' + chr(1339 - 1283))])
elif _1vzISbJ_R2i == roI3spqORKae(ES5oEprVxulp(b'\xfbp\x86'), chr(0b1100100) + chr(0b1100101) + chr(3481 - 3382) + '\x6f' + '\144' + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(5616 - 5514) + chr(0b1111 + 0o36) + chr(0b111000 + 0o0)):
return Bvi71nNyvlqO(She0ONb4Kbbd(FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'\xedy\x97U\xfc\xf6\xfd\xaf'), chr(7958 - 7858) + chr(782 - 681) + '\143' + chr(0b1101111) + '\x64' + chr(0b101100 + 0o71))(chr(117) + chr(0b1110100) + chr(102) + chr(0b101101) + chr(56))]))
elif _1vzISbJ_R2i == roI3spqORKae(ES5oEprVxulp(b'\xfbe\x93J\xea\xfd\xd6\xb1\xea\xbeF\xea\xd2'), chr(0b10101 + 0o117) + chr(3736 - 3635) + chr(99) + chr(0b110101 + 0o72) + chr(0b1000111 + 0o35) + chr(0b1100101))(chr(0b10101 + 0o140) + chr(3830 - 3714) + '\x66' + chr(45) + '\x38'):
return roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'\xebf\x80g\xf4\xf9\xfd\xae\xe2\xb2'), chr(229 - 129) + '\x65' + chr(0b1100011) + chr(0b11011 + 0o124) + chr(1500 - 1400) + chr(101))(chr(117) + chr(116) + chr(0b111000 + 0o56) + '\x2d' + chr(0b1111 + 0o51)))((FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'\xfet\x9eK'), '\144' + chr(101) + '\143' + chr(111) + '\144' + chr(0b11110 + 0o107))(chr(0b1001000 + 0o55) + chr(0b1110100) + chr(0b1100110) + chr(1720 - 1675) + chr(0b1000 + 0o60))], (FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'\xfaz\x85K'), chr(0b0 + 0o144) + '\x65' + chr(1542 - 1443) + chr(8263 - 8152) + chr(0b1011100 + 0o10) + '\x65')(chr(117) + '\x74' + '\x66' + chr(0b1001 + 0o44) + '\x38')], FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'\xebz\x9eK'), '\x64' + chr(0b1100101) + chr(4766 - 4667) + chr(111) + chr(0b101011 + 0o71) + '\x65')(chr(0b1101110 + 0o7) + chr(0b1110100) + chr(0b11111 + 0o107) + chr(0b101000 + 0o5) + '\x38')])), shape=FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'\xfb}\x93H\xfc'), '\144' + chr(9344 - 9243) + chr(99) + '\x6f' + chr(0b1100100) + chr(0b1100010 + 0o3))('\x75' + '\x74' + chr(0b1100110) + chr(0b10 + 0o53) + chr(56))])
else:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\xfd{\x80]\xfa\xf7\xee\xb2\xe2\xb0Q\xe7\x8a\xd1\xdd\\\xf6*k\xe0\xff){/\xce\x0ex\xaaX\x822V8\xb2\xa8\x9f\xc9\x02\xc4\x8d\xadf'), chr(0b1010010 + 0o22) + chr(0b101110 + 0o67) + chr(99) + '\x6f' + chr(0b1100100) + chr(10013 - 9912))(chr(5047 - 4930) + chr(1108 - 992) + '\x66' + '\055' + '\x38') % _1vzISbJ_R2i)
else:
_1vzISbJ_R2i = roI3spqORKae(qbv483j44Ppy.import_module(AyfNy9MUxk6F), _1vzISbJ_R2i)
vPPlOXQgR3SM = {B6UAF1zReOyJ: She0ONb4Kbbd(r7AA1pbLjb44) for (B6UAF1zReOyJ, r7AA1pbLjb44) in YVS_F7_wWn_o.tcSkjcrLksk1(FfKOThdpoDTb) if B6UAF1zReOyJ != YtQ2RbhvzYwv}
return roI3spqORKae(_1vzISbJ_R2i, roI3spqORKae(ES5oEprVxulp(b'\xecp\x9cW\xeb\xf5\xe8\xb0\xe2\xb0Q'), chr(0b1100100) + chr(4162 - 4061) + chr(99) + '\x6f' + chr(0b1100100) + chr(101))('\x75' + '\164' + '\x66' + '\x2d' + chr(56)))(vPPlOXQgR3SM)
else:
return {B6UAF1zReOyJ: She0ONb4Kbbd(r7AA1pbLjb44) for (B6UAF1zReOyJ, r7AA1pbLjb44) in roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b'\xfcv\xa1S\xf3\xfb\xfb\x90\xe0\xb9_\xb2'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(0b1101 + 0o127) + chr(101))('\x75' + chr(3108 - 2992) + chr(4169 - 4067) + chr(0b101101) + chr(56)))(FfKOThdpoDTb)}
else:
if not dRKdVnHPFq7C(FfKOThdpoDTb, roI3spqORKae(ES5oEprVxulp(b'\xd7J\x9bL\xfc\xea\xd6\x83'), chr(0b1100100) + chr(1827 - 1726) + chr(8765 - 8666) + '\x6f' + chr(100) + chr(2528 - 2427))('\x75' + '\164' + chr(0b1100110) + '\055' + '\070')):
sldzbHve8G1S = roI3spqORKae(ES5oEprVxulp(b'\xecp\x9cW\xeb\xf5\xe8\xb0\xe2\xb0Q\xa3\xce\xdc\xcdF\xba0m\xfa\xff?{"\xce\x1b{\xa2N\x8e,\x13w\xb3\xae\x9b\xd9\x05\xde\x88\xfb5\x85Q\xed\xf0\xa9\xa8\xf2\xbaQ\xa3\x8f\xc0'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(5351 - 5240) + chr(0b1100100) + '\x65')(chr(0b1110101) + '\x74' + chr(102) + chr(0b101101) + chr(2305 - 2249)) % (FfKOThdpoDTb, MJ07XsN5uFgW(FfKOThdpoDTb))
raise WbNHlDKpyPtQ(sldzbHve8G1S)
if roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\xe1f\xadY\xeb\xea\xe8\xa5'), chr(0b11010 + 0o112) + chr(0b100011 + 0o102) + '\143' + '\157' + '\x64' + chr(9718 - 9617))(chr(117) + chr(6123 - 6007) + '\x66' + '\x2d' + chr(0b10100 + 0o44)))(FfKOThdpoDTb, (roI3spqORKae(ES5oEprVxulp(b'\xe6`\x9fZ\xfc\xea'), '\144' + '\145' + chr(99) + chr(0b1101011 + 0o4) + chr(100) + chr(0b111 + 0o136))(chr(117) + chr(0b1001100 + 0o50) + chr(0b1100110) + '\x2d' + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\xeaz\x9dT'), chr(0b1100100) + chr(101) + '\x63' + chr(0b111001 + 0o66) + '\144' + chr(5432 - 5331))(chr(117) + chr(0b1110100) + '\146' + chr(0b101101) + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'\xfba\x80Q\xf7\xff'), chr(6143 - 6043) + chr(0b11 + 0o142) + chr(99) + chr(111) + chr(100) + chr(0b1001101 + 0o30))(chr(117) + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\xfd{\x9b[\xf6\xfc\xec'), '\144' + chr(1580 - 1479) + '\143' + chr(4236 - 4125) + '\144' + chr(0b10010 + 0o123))(chr(0b1100010 + 0o23) + '\x74' + '\146' + chr(0b10010 + 0o33) + chr(56)))):
return FfKOThdpoDTb
return [She0ONb4Kbbd(bI5jsQ9OkQtj) for bI5jsQ9OkQtj in FfKOThdpoDTb] |
noahbenson/neuropythy | neuropythy/util/core.py | to_affine | def to_affine(aff, dims=None):
'''
to_affine(None) yields None.
to_affine(data) yields an affine transformation matrix equivalent to that given in data. Such a
matrix may be specified either as (matrix, offset_vector), as an (n+1)x(n+1) matrix, or, as an
n x (n+1) matrix.
to_affine(data, dims) additionally requires that the dimensionality of the data be dims; meaning
that the returned matrix will be of size (dims+1) x (dims+1).
'''
if aff is None: return None
if isinstance(aff, _tuple_type):
# allowed to be (mtx, offset)
if (len(aff) != 2 or
not pimms.is_matrix(aff[0], 'real') or
not pimms.is_vector(aff[1], 'real')):
raise ValueError('affine transforms must be matrices or (mtx,offset) tuples')
mtx = np.asarray(aff[0])
off = np.asarray(aff[1])
if dims is not None:
if mtx.shape[0] != dims or mtx.shape[1] != dims:
raise ValueError('%dD affine matrix must be %d x %d' % (dims,dims,dims))
if off.shape[0] != dims:
raise ValueError('%dD affine offset must have length %d' % (dims,dims))
else:
dims = off.shape[0]
if mtx.shape[0] != dims or mtx.shape[1] != dims:
raise ValueError('with offset size=%d, matrix must be %d x %d' % (dims,dims,dims))
aff = np.zeros((dims+1,dims+1), dtype=np.float)
aff[dims,dims] = 1
aff[0:dims,0:dims] = mtx
aff[0:dims,dims] = off
return pimms.imm_array(aff)
if not pimms.is_matrix(aff, 'real'):
raise ValueError('affine transforms must be matrices or (mtx, offset) tuples')
aff = np.asarray(aff)
if dims is None:
dims = aff.shape[1] - 1
if aff.shape[0] == dims:
lastrow = np.zeros((1,dims+1))
lastrow[0,-1] = 1
aff = np.concatenate((aff, lastrow))
if aff.shape[1] != dims+1 or aff.shape[0] != dims+1:
arg = (dims, dims,dims+1, dims+1,dims+1)
raise ValueError('%dD affine matrix must be %dx%d or %dx%d' % arg)
return aff | python | def to_affine(aff, dims=None):
'''
to_affine(None) yields None.
to_affine(data) yields an affine transformation matrix equivalent to that given in data. Such a
matrix may be specified either as (matrix, offset_vector), as an (n+1)x(n+1) matrix, or, as an
n x (n+1) matrix.
to_affine(data, dims) additionally requires that the dimensionality of the data be dims; meaning
that the returned matrix will be of size (dims+1) x (dims+1).
'''
if aff is None: return None
if isinstance(aff, _tuple_type):
# allowed to be (mtx, offset)
if (len(aff) != 2 or
not pimms.is_matrix(aff[0], 'real') or
not pimms.is_vector(aff[1], 'real')):
raise ValueError('affine transforms must be matrices or (mtx,offset) tuples')
mtx = np.asarray(aff[0])
off = np.asarray(aff[1])
if dims is not None:
if mtx.shape[0] != dims or mtx.shape[1] != dims:
raise ValueError('%dD affine matrix must be %d x %d' % (dims,dims,dims))
if off.shape[0] != dims:
raise ValueError('%dD affine offset must have length %d' % (dims,dims))
else:
dims = off.shape[0]
if mtx.shape[0] != dims or mtx.shape[1] != dims:
raise ValueError('with offset size=%d, matrix must be %d x %d' % (dims,dims,dims))
aff = np.zeros((dims+1,dims+1), dtype=np.float)
aff[dims,dims] = 1
aff[0:dims,0:dims] = mtx
aff[0:dims,dims] = off
return pimms.imm_array(aff)
if not pimms.is_matrix(aff, 'real'):
raise ValueError('affine transforms must be matrices or (mtx, offset) tuples')
aff = np.asarray(aff)
if dims is None:
dims = aff.shape[1] - 1
if aff.shape[0] == dims:
lastrow = np.zeros((1,dims+1))
lastrow[0,-1] = 1
aff = np.concatenate((aff, lastrow))
if aff.shape[1] != dims+1 or aff.shape[0] != dims+1:
arg = (dims, dims,dims+1, dims+1,dims+1)
raise ValueError('%dD affine matrix must be %dx%d or %dx%d' % arg)
return aff | [
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to_affine(data) yields an affine transformation matrix equivalent to that given in data. Such a
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n x (n+1) matrix.
to_affine(data, dims) additionally requires that the dimensionality of the data be dims; meaning
that the returned matrix will be of size (dims+1) x (dims+1). | [
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"a... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L222-L266 | train | Converts an affine transformation matrix to an affine transformation matrix equivalent to that given in data. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(2285 - 2237) + '\157' + '\x33' + '\x30', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1809 - 1755) + '\x30', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\061' + chr(0b101011 + 0o7) + '\060', 26241 - 26233), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b101111 + 0o3) + chr(0b110011) + '\x37', ord("\x08")), nzTpIcepk0o8('\x30' + chr(3080 - 2969) + chr(0b10110 + 0o41) + chr(0b110000), ord("\x08")), nzTpIcepk0o8(chr(557 - 509) + '\x6f' + chr(50) + chr(0b11110 + 0o22), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(1103 - 1052) + chr(0b110011) + chr(55), 0b1000), nzTpIcepk0o8('\x30' + chr(0b10 + 0o155) + chr(0b110011) + chr(51) + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x32' + '\066' + chr(0b110000), 0b1000), nzTpIcepk0o8('\x30' + chr(11888 - 11777) + chr(0b110011) + '\x36', ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(1551 - 1502) + chr(2604 - 2551) + chr(54), 34387 - 34379), nzTpIcepk0o8('\060' + chr(738 - 627) + chr(0b1 + 0o62) + chr(0b1010 + 0o53) + chr(52), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\x31' + '\063' + '\063', ord("\x08")), nzTpIcepk0o8(chr(251 - 203) + chr(111) + '\062' + chr(0b110101) + '\x32', 10494 - 10486), nzTpIcepk0o8(chr(2204 - 2156) + '\157' + chr(51) + '\x37' + chr(0b110001 + 0o4), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(2357 - 2307) + chr(815 - 763) + '\x33', 0o10), nzTpIcepk0o8('\x30' + chr(0b1000110 + 0o51) + chr(49) + '\063' + chr(48), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b11100 + 0o123) + chr(49) + chr(50) + chr(333 - 282), 0b1000), nzTpIcepk0o8(chr(48) + chr(10181 - 10070) + chr(49) + chr(0b110110) + chr(2527 - 2473), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(51) + chr(54) + chr(0b11 + 0o56), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(49) + '\x37' + chr(301 - 247), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + '\064' + '\x31', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(0b110001) + chr(0b1111 + 0o46) + chr(0b110100), 2488 - 2480), nzTpIcepk0o8('\x30' + chr(111) + chr(0b11111 + 0o24) + chr(1186 - 1133) + chr(0b101010 + 0o12), 8), nzTpIcepk0o8(chr(0b110000) + chr(3445 - 3334) + '\062' + chr(1111 - 1061), 0o10), nzTpIcepk0o8(chr(814 - 766) + chr(111) + '\x31' + chr(0b110010) + chr(2175 - 2125), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1010111 + 0o30) + '\062' + chr(424 - 373) + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(1237 - 1189) + '\x6f' + chr(346 - 296) + chr(0b11011 + 0o34) + '\062', 6916 - 6908), nzTpIcepk0o8(chr(796 - 748) + chr(0b1101111) + chr(0b101010 + 0o7) + chr(54), 0o10), nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(4328 - 4217) + chr(0b110010) + '\x30', 8), nzTpIcepk0o8(chr(0b110000 + 0o0) + '\x6f' + '\x33' + chr(0b11110 + 0o25) + chr(0b10101 + 0o37), 0b1000), nzTpIcepk0o8(chr(263 - 215) + chr(111) + chr(0b1111 + 0o42) + chr(0b11010 + 0o30) + chr(2347 - 2298), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\x32' + '\062' + chr(2322 - 2273), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + '\x32' + chr(0b100011 + 0o15) + chr(650 - 600), 19790 - 19782), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110011) + chr(0b110010) + chr(2123 - 2074), ord("\x08")), nzTpIcepk0o8(chr(2160 - 2112) + '\x6f' + '\060', ord("\x08")), nzTpIcepk0o8(chr(0b11010 + 0o26) + chr(0b1101111) + '\x36' + '\060', 8), nzTpIcepk0o8('\060' + '\157' + '\067' + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(930 - 882) + '\x6f' + '\062' + chr(0b110011) + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(227 - 179) + '\157' + chr(569 - 518) + chr(50) + '\x36', ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + '\157' + chr(53) + chr(0b110000), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'6'), chr(0b1100100) + chr(101) + chr(1994 - 1895) + chr(0b1000010 + 0o55) + '\x64' + chr(3759 - 3658))('\x75' + chr(12281 - 12165) + chr(0b1100101 + 0o1) + '\055' + chr(0b1000 + 0o60)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def GChmZBltVWGJ(mrnaAuqpXASa, OG3SLSuytFrL=None):
if mrnaAuqpXASa is None:
return None
if suIjIS24Zkqw(mrnaAuqpXASa, lGsxaKEgZP8V):
if ftfygxgFas5X(mrnaAuqpXASa) != nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110010), 0o10) or not roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'qC\x0f\xf2Yd\xad\xb1\xc8'), chr(0b1100100) + chr(0b110101 + 0o60) + '\x63' + '\157' + chr(0b1100010 + 0o2) + '\145')(chr(0b1111 + 0o146) + '\164' + chr(8742 - 8640) + chr(0b1010 + 0o43) + chr(0b1100 + 0o54)))(mrnaAuqpXASa[nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x30', 8)], roI3spqORKae(ES5oEprVxulp(b'jU1\xf3'), chr(100) + '\145' + chr(99) + chr(10651 - 10540) + chr(0b111100 + 0o50) + chr(0b1011111 + 0o6))(chr(0b1101 + 0o150) + chr(116) + chr(0b1000110 + 0o40) + '\x2d' + '\070')) or (not roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'qC\x0f\xe9]s\xab\xb7\xc2'), chr(100) + '\145' + '\x63' + chr(0b110001 + 0o76) + chr(100) + chr(0b1100101))(chr(0b1110101) + '\164' + chr(102) + chr(0b101101) + chr(0b111000)))(mrnaAuqpXASa[nzTpIcepk0o8(chr(0b10 + 0o56) + chr(111) + chr(0b110001), 0o10)], roI3spqORKae(ES5oEprVxulp(b'jU1\xf3'), chr(0b1100100) + '\145' + chr(99) + '\x6f' + chr(100) + '\x65')('\165' + chr(116) + '\x66' + chr(0b101101) + chr(2961 - 2905)))):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'yV6\xf6Vu\xff\xac\xc2\x7f\x00\x9f=\xc5\x8f\xce+s\x1b\x84\rUL\x8ewr\xf1\xdbzb\xb52\xf4\xf1\xf1oB\x1f\xb5\xbblH|\xf0^v\xac\xbd\xc47N\x98.\xda\x91\xc6+'), chr(6942 - 6842) + '\x65' + chr(99) + chr(111) + '\x64' + '\145')(chr(0b111100 + 0o71) + '\x74' + '\146' + chr(45) + chr(0b1000 + 0o60)))
P0etuPGWwEl8 = nDF4gVNx0u9Q.asarray(mrnaAuqpXASa[nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110000), 8)])
fLp0V6u0zWGd = nDF4gVNx0u9Q.asarray(mrnaAuqpXASa[nzTpIcepk0o8(chr(486 - 438) + '\157' + '\x31', 8)])
if OG3SLSuytFrL is not None:
if roI3spqORKae(P0etuPGWwEl8, roI3spqORKae(ES5oEprVxulp(b'tX2\xd2\x08)\xed\x99\xf6IV\x8a'), chr(100) + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(4578 - 4462) + chr(102) + chr(0b11111 + 0o16) + '\070'))[nzTpIcepk0o8('\060' + '\157' + chr(48), 8)] != OG3SLSuytFrL or roI3spqORKae(P0etuPGWwEl8, roI3spqORKae(ES5oEprVxulp(b'tX2\xd2\x08)\xed\x99\xf6IV\x8a'), chr(0b101000 + 0o74) + chr(0b1000111 + 0o36) + '\143' + chr(0b1101111) + chr(0b1100000 + 0o4) + chr(101))(chr(117) + chr(0b1100010 + 0o22) + '\146' + chr(0b100100 + 0o11) + chr(2993 - 2937)))[nzTpIcepk0o8('\060' + chr(0b11111 + 0o120) + chr(49), 8)] != OG3SLSuytFrL:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'=T\x14\xbfYv\xb9\xb1\xde{N\x81:\xde\x8f\xca s\x1b\x84\rUL\x8ewr\xb9\xde.h\xfct\xf5'), chr(100) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(0b111111 + 0o45) + chr(101))(chr(0b1110101) + '\164' + chr(102) + '\x2d' + chr(56)) % (OG3SLSuytFrL, OG3SLSuytFrL, OG3SLSuytFrL))
if roI3spqORKae(fLp0V6u0zWGd, roI3spqORKae(ES5oEprVxulp(b'tX2\xd2\x08)\xed\x99\xf6IV\x8a'), chr(100) + chr(0b100101 + 0o100) + chr(99) + chr(0b1010100 + 0o33) + '\x64' + chr(0b1100101))('\x75' + '\164' + chr(4070 - 3968) + '\x2d' + chr(0b111000)))[nzTpIcepk0o8(chr(1210 - 1162) + chr(111) + chr(1726 - 1678), 8)] != OG3SLSuytFrL:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'=T\x14\xbfYv\xb9\xb1\xde{N\x83=\xcc\x8e\xc6,s\x1b\x84\rUL\x84s$\xf9\x9abu\xb26\xe5\xea\xf1%T'), chr(0b1011111 + 0o5) + '\x65' + chr(99) + chr(7054 - 6943) + '\144' + '\145')('\165' + '\164' + chr(6852 - 6750) + '\x2d' + chr(56)) % (OG3SLSuytFrL, OG3SLSuytFrL))
else:
OG3SLSuytFrL = fLp0V6u0zWGd.lhbM092AFW8f[nzTpIcepk0o8(chr(0b100010 + 0o16) + '\x6f' + chr(0b11100 + 0o24), 8)]
if roI3spqORKae(P0etuPGWwEl8, roI3spqORKae(ES5oEprVxulp(b'tX2\xd2\x08)\xed\x99\xf6IV\x8a'), '\144' + '\145' + chr(0b1100011) + chr(111) + '\x64' + '\x65')('\x75' + chr(0b1110100) + chr(2026 - 1924) + '\055' + chr(0b110100 + 0o4)))[nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(111) + chr(0b110000), 8)] != OG3SLSuytFrL or roI3spqORKae(P0etuPGWwEl8, roI3spqORKae(ES5oEprVxulp(b'tX2\xd2\x08)\xed\x99\xf6IV\x8a'), '\144' + chr(0b1100101) + '\143' + chr(0b1101111) + chr(100) + '\145')(chr(0b1110101) + '\164' + chr(4317 - 4215) + chr(475 - 430) + '\x38'))[nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(0b1101111) + chr(1010 - 961), 8)] != OG3SLSuytFrL:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'oY$\xf7\x18\x7f\xb9\xbe\xc3{\x1a\xcc(\xc3\x87\xc6ev\x12\xdd^L\r\x98`;\xe4\x9ace\xaf%\xb1\xe0\xb4 \x15[\xbd\xae8\x154'), '\144' + chr(9216 - 9115) + chr(0b1100011) + chr(0b1001001 + 0o46) + '\144' + '\145')(chr(0b10010 + 0o143) + '\164' + '\x66' + chr(870 - 825) + chr(956 - 900)) % (OG3SLSuytFrL, OG3SLSuytFrL, OG3SLSuytFrL))
mrnaAuqpXASa = nDF4gVNx0u9Q.UmwwEp7MzR6q((OG3SLSuytFrL + nzTpIcepk0o8(chr(48) + chr(111) + '\x31', 8), OG3SLSuytFrL + nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b0 + 0o61), 8)), dtype=nDF4gVNx0u9Q.float)
mrnaAuqpXASa[OG3SLSuytFrL, OG3SLSuytFrL] = nzTpIcepk0o8('\060' + '\157' + chr(49), 8)
mrnaAuqpXASa[nzTpIcepk0o8(chr(0b1001 + 0o47) + '\157' + chr(0b100011 + 0o15), 8):OG3SLSuytFrL, nzTpIcepk0o8('\x30' + chr(2848 - 2737) + chr(0b110000), 8):OG3SLSuytFrL] = P0etuPGWwEl8
mrnaAuqpXASa[nzTpIcepk0o8(chr(0b0 + 0o60) + chr(0b1100101 + 0o12) + chr(0b110000), 8):OG3SLSuytFrL, OG3SLSuytFrL] = fLp0V6u0zWGd
return roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'q]=\xc0Yb\xad\xb9\xc9'), chr(0b10011 + 0o121) + chr(0b1100101) + chr(3512 - 3413) + chr(8576 - 8465) + chr(0b1100100) + '\145')('\x75' + '\x74' + '\146' + chr(45) + '\070'))(mrnaAuqpXASa)
if not roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'qC\x0f\xf2Yd\xad\xb1\xc8'), chr(0b100 + 0o140) + '\145' + '\143' + chr(9312 - 9201) + chr(2326 - 2226) + chr(101))(chr(12540 - 12423) + chr(116) + chr(2753 - 2651) + '\x2d' + chr(0b111000)))(mrnaAuqpXASa, roI3spqORKae(ES5oEprVxulp(b'jU1\xf3'), chr(0b1100100) + chr(6992 - 6891) + '\x63' + chr(0b1101111) + chr(100) + chr(101))('\x75' + chr(0b1100011 + 0o21) + chr(8815 - 8713) + chr(0b101101) + '\x38')):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'yV6\xf6Vu\xff\xac\xc2\x7f\x00\x9f=\xc5\x8f\xce+s\x1b\x84\rUL\x8ewr\xf1\xdbzb\xb52\xf4\xf1\xf1oB\x1f\xb5\xbblH|\xbfWv\xb9\xab\xd5jG\xcc/\xdf\x8d\xcf= '), '\144' + chr(0b10110 + 0o117) + chr(0b1100011) + chr(111) + chr(100) + chr(0b101101 + 0o70))(chr(6827 - 6710) + chr(116) + '\x66' + '\055' + chr(56)))
mrnaAuqpXASa = nDF4gVNx0u9Q.asarray(mrnaAuqpXASa)
if OG3SLSuytFrL is None:
OG3SLSuytFrL = mrnaAuqpXASa.lhbM092AFW8f[nzTpIcepk0o8(chr(0b101101 + 0o3) + '\x6f' + chr(1410 - 1361), 8)] - nzTpIcepk0o8(chr(465 - 417) + chr(6598 - 6487) + chr(1853 - 1804), 8)
if roI3spqORKae(mrnaAuqpXASa, roI3spqORKae(ES5oEprVxulp(b'tX2\xd2\x08)\xed\x99\xf6IV\x8a'), '\x64' + chr(0b1001110 + 0o27) + chr(4539 - 4440) + chr(111) + chr(100) + chr(101))(chr(117) + '\x74' + chr(102) + chr(0b10111 + 0o26) + chr(0b111000)))[nzTpIcepk0o8(chr(953 - 905) + chr(0b100111 + 0o110) + chr(48), 8)] == OG3SLSuytFrL:
JACtdYTaLBY8 = nDF4gVNx0u9Q.UmwwEp7MzR6q((nzTpIcepk0o8(chr(619 - 571) + '\157' + chr(49), 8), OG3SLSuytFrL + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\061', 8)))
JACtdYTaLBY8[nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1296 - 1248), 8), -nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b111 + 0o52), 8)] = nzTpIcepk0o8(chr(1181 - 1133) + chr(0b1001001 + 0o46) + chr(0b110001), 8)
mrnaAuqpXASa = nDF4gVNx0u9Q.concatenate((mrnaAuqpXASa, JACtdYTaLBY8))
if roI3spqORKae(mrnaAuqpXASa, roI3spqORKae(ES5oEprVxulp(b'tX2\xd2\x08)\xed\x99\xf6IV\x8a'), '\x64' + chr(0b1001010 + 0o33) + '\143' + chr(7805 - 7694) + '\144' + chr(7601 - 7500))('\x75' + '\x74' + '\x66' + chr(45) + chr(0b111000)))[nzTpIcepk0o8(chr(753 - 705) + chr(0b1101111) + chr(923 - 874), 8)] != OG3SLSuytFrL + nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110001), 8) or roI3spqORKae(mrnaAuqpXASa, roI3spqORKae(ES5oEprVxulp(b'tX2\xd2\x08)\xed\x99\xf6IV\x8a'), chr(100) + chr(1814 - 1713) + chr(99) + '\157' + '\144' + chr(0b1100101))('\165' + '\164' + chr(102) + '\x2d' + chr(0b111000)))[nzTpIcepk0o8('\060' + '\x6f' + chr(0b110000), 8)] != OG3SLSuytFrL + nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x31', 8):
S6EI_gyMl2nC = (OG3SLSuytFrL, OG3SLSuytFrL, OG3SLSuytFrL + nzTpIcepk0o8('\060' + chr(111) + chr(0b110001), 8), OG3SLSuytFrL + nzTpIcepk0o8(chr(1845 - 1797) + chr(3336 - 3225) + chr(279 - 230), 8), OG3SLSuytFrL + nzTpIcepk0o8(chr(104 - 56) + chr(111) + '\061', 8))
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'=T\x14\xbfYv\xb9\xb1\xde{N\x81:\xde\x8f\xca s\x1b\x84\rUL\x8ewr\xb9\xdev5\xb8q\xfe\xf0\xf1%TG\xb8\xb2'), '\x64' + chr(0b1001001 + 0o34) + chr(0b1010110 + 0o15) + chr(0b1101011 + 0o4) + '\x64' + chr(0b10010 + 0o123))(chr(12408 - 12291) + '\164' + chr(102) + '\055' + chr(0b111000)) % S6EI_gyMl2nC)
return mrnaAuqpXASa |
noahbenson/neuropythy | neuropythy/util/core.py | to_dataframe | def to_dataframe(d, **kw):
'''
to_dataframe(d) attempts to coerce the object d to a pandas DataFrame object. If d is a
tuple of 2 items whose second argument is a dictionary, then the dictionary will be taken
as arguments for the dataframe constructor. These arguments may alternately be given as
standard keyword arguments.
'''
import pandas
if pimms.is_itable(d): d = d.dataframe
if is_dataframe(d): return d if len(kw) == 0 else pandas.DataFrame(d, **kw)
if is_tuple(d) and len(d) == 2 and pimms.is_map(d[1]):
try: return to_dataframe(d[0], **pimms.merge(d[1], kw))
except Exception: pass
# try various options:
try: return pandas.DataFrame(d, **kw)
except Exception: pass
try: return pandas.DataFrame.from_records(d, **kw)
except Exception: pass
try: return pandas.DataFrame.from_dict(d, **kw)
except Exception: pass
raise ValueError('Coersion to dataframe failed for object %s' % d) | python | def to_dataframe(d, **kw):
'''
to_dataframe(d) attempts to coerce the object d to a pandas DataFrame object. If d is a
tuple of 2 items whose second argument is a dictionary, then the dictionary will be taken
as arguments for the dataframe constructor. These arguments may alternately be given as
standard keyword arguments.
'''
import pandas
if pimms.is_itable(d): d = d.dataframe
if is_dataframe(d): return d if len(kw) == 0 else pandas.DataFrame(d, **kw)
if is_tuple(d) and len(d) == 2 and pimms.is_map(d[1]):
try: return to_dataframe(d[0], **pimms.merge(d[1], kw))
except Exception: pass
# try various options:
try: return pandas.DataFrame(d, **kw)
except Exception: pass
try: return pandas.DataFrame.from_records(d, **kw)
except Exception: pass
try: return pandas.DataFrame.from_dict(d, **kw)
except Exception: pass
raise ValueError('Coersion to dataframe failed for object %s' % d) | [
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L275-L295 | train | Coerce the object d to a pandas DataFrame object. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(1256 - 1208) + chr(0b1101111) + chr(0b110011) + '\061' + '\x35', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(49) + chr(55) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b10011 + 0o36) + chr(48) + chr(49), 0o10), nzTpIcepk0o8(chr(1442 - 1394) + chr(0b1101111) + '\063' + chr(0b110111) + chr(52), 38143 - 38135), nzTpIcepk0o8(chr(575 - 527) + chr(4152 - 4041) + chr(1037 - 982) + chr(146 - 93), 0o10), nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(0b1101111) + chr(52) + chr(0b111 + 0o51), 0b1000), nzTpIcepk0o8(chr(1309 - 1261) + chr(111) + '\x34' + chr(49), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b101101 + 0o6) + '\067' + chr(484 - 430), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\x37' + chr(0b110101), 8), nzTpIcepk0o8(chr(0b1110 + 0o42) + '\x6f' + chr(1994 - 1945) + chr(0b1001 + 0o56), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b111011 + 0o64) + '\063' + '\x35' + '\067', 37864 - 37856), nzTpIcepk0o8('\060' + chr(0b1100100 + 0o13) + chr(2563 - 2512) + chr(0b110100) + chr(0b110010), 0o10), nzTpIcepk0o8('\060' + chr(0b110100 + 0o73) + '\x32' + chr(48) + chr(2003 - 1949), 0b1000), nzTpIcepk0o8(chr(0b10 + 0o56) + chr(111) + '\x32' + '\x32', ord("\x08")), nzTpIcepk0o8(chr(2247 - 2199) + '\157' + chr(0b11 + 0o56) + chr(55) + chr(0b10001 + 0o41), 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\x33' + chr(0b110011 + 0o3) + '\x30', ord("\x08")), nzTpIcepk0o8(chr(1390 - 1342) + '\x6f' + '\063' + '\067' + chr(54), 8), nzTpIcepk0o8(chr(605 - 557) + '\x6f' + chr(1832 - 1782) + '\060', 0b1000), nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(11132 - 11021) + chr(0b10110 + 0o33) + '\065' + chr(0b110100), 57593 - 57585), nzTpIcepk0o8('\060' + chr(111) + chr(0b110011) + '\067' + chr(848 - 797), 21944 - 21936), nzTpIcepk0o8(chr(48) + chr(1119 - 1008) + chr(0b100010 + 0o21) + chr(0b110111), 29561 - 29553), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110011) + chr(2056 - 2008), 0b1000), nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(2273 - 2162) + '\x32' + chr(0b10101 + 0o37) + chr(0b1010 + 0o46), 0b1000), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(0b1101111) + chr(0b110011) + chr(2684 - 2631), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + '\x32' + '\065', 49241 - 49233), nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(0b1010110 + 0o31) + chr(0b10011 + 0o36) + chr(1375 - 1324), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\066' + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(1086 - 1038) + chr(0b1101111) + chr(0b110011) + chr(53) + chr(0b1000 + 0o51), 0o10), nzTpIcepk0o8(chr(0b100001 + 0o17) + '\157' + '\x32' + '\x34' + chr(2190 - 2138), 41018 - 41010), nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(111) + chr(0b110011) + chr(54) + chr(0b1000 + 0o57), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b1110 + 0o51) + '\066', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(51) + '\x31' + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(0b11001 + 0o27) + '\157' + '\062' + '\x35' + chr(0b110011), 44522 - 44514), nzTpIcepk0o8('\060' + '\157' + chr(1071 - 1021) + '\x37' + chr(48), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b10 + 0o56), 8), nzTpIcepk0o8('\060' + chr(0b10101 + 0o132) + chr(49) + chr(51) + chr(0b110110), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1100001 + 0o16) + '\x32' + '\x33' + '\x33', 23781 - 23773), nzTpIcepk0o8('\060' + '\157' + '\062' + '\x30' + chr(48), 49769 - 49761), nzTpIcepk0o8(chr(48) + chr(4971 - 4860) + chr(0b110001) + '\065' + chr(53), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101001 + 0o6) + chr(1592 - 1542) + chr(1645 - 1597) + chr(54), 8)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + '\157' + chr(53) + chr(630 - 582), 37524 - 37516)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xe3'), chr(0b1001 + 0o133) + chr(0b10010 + 0o123) + '\143' + chr(111) + chr(100) + chr(5995 - 5894))('\x75' + '\164' + chr(4474 - 4372) + '\x2d' + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def ZQVHZJY0d7Ug(vPPlOXQgR3SM, **n_DqV9fOWrXc):
(DlW31l1chrSA,) = (zGgTE_CdZfvi(roI3spqORKae(ES5oEprVxulp(b'\xbd\x18/\x98\\S'), chr(0b1100100) + chr(101) + '\x63' + chr(111) + chr(0b1100100) + '\x65')('\165' + chr(0b1110100) + chr(6118 - 6016) + chr(1042 - 997) + chr(0b100111 + 0o21))),)
if roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\xa4\n\x1e\x95IAC\x92X'), chr(0b1010011 + 0o21) + '\145' + chr(0b101101 + 0o66) + chr(3768 - 3657) + chr(0b111011 + 0o51) + chr(3571 - 3470))(chr(0b1110101) + '\164' + '\x66' + chr(45) + chr(1580 - 1524)))(vPPlOXQgR3SM):
vPPlOXQgR3SM = vPPlOXQgR3SM.dataframe
if G2bVrCJye9QT(vPPlOXQgR3SM):
return vPPlOXQgR3SM if ftfygxgFas5X(n_DqV9fOWrXc) == nzTpIcepk0o8(chr(2268 - 2220) + chr(10267 - 10156) + chr(1163 - 1115), 0o10) else roI3spqORKae(DlW31l1chrSA, roI3spqORKae(ES5oEprVxulp(b'\x89\x185\x9d{R@\x93X'), '\144' + chr(0b100010 + 0o103) + '\143' + chr(0b1101111) + chr(0b1010001 + 0o23) + '\x65')(chr(712 - 595) + chr(0b11110 + 0o126) + chr(102) + chr(0b101101) + '\x38'))(vPPlOXQgR3SM, **n_DqV9fOWrXc)
if kBeKB4Df6Zrm(vPPlOXQgR3SM) and ftfygxgFas5X(vPPlOXQgR3SM) == nzTpIcepk0o8('\x30' + '\157' + '\x32', 64666 - 64658) and roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\xa4\n\x1e\x91\\P'), chr(0b10000 + 0o124) + chr(0b1011100 + 0o11) + '\143' + chr(0b1000110 + 0o51) + chr(9426 - 9326) + '\x65')('\x75' + chr(116) + chr(0b1001 + 0o135) + chr(0b101101) + '\070'))(vPPlOXQgR3SM[nzTpIcepk0o8(chr(2153 - 2105) + chr(0b0 + 0o157) + chr(49), 7518 - 7510)]):
try:
return ZQVHZJY0d7Ug(vPPlOXQgR3SM[nzTpIcepk0o8(chr(826 - 778) + chr(0b1101111) + chr(48), 8)], **roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\xa0\x1c3\x9bX'), '\144' + '\x65' + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(116) + '\146' + chr(0b10111 + 0o26) + chr(0b111000)))(vPPlOXQgR3SM[nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(0b1101111) + '\061', 8)], n_DqV9fOWrXc))
except zfo2Sgkz3IVJ:
pass
try:
return roI3spqORKae(DlW31l1chrSA, roI3spqORKae(ES5oEprVxulp(b'\x89\x185\x9d{R@\x93X'), '\x64' + chr(0b1100101) + '\x63' + chr(0b1001111 + 0o40) + chr(1843 - 1743) + chr(101))(chr(117) + chr(116) + chr(0b1100110) + '\x2d' + chr(0b111000)))(vPPlOXQgR3SM, **n_DqV9fOWrXc)
except zfo2Sgkz3IVJ:
pass
try:
return roI3spqORKae(DlW31l1chrSA.DataFrame, roI3spqORKae(ES5oEprVxulp(b'\xab\x0b.\x91bRD\x9dR}\x8b\x91'), chr(0b1011100 + 0o10) + chr(7306 - 7205) + chr(3037 - 2938) + chr(111) + '\144' + '\145')(chr(12545 - 12428) + chr(0b11 + 0o161) + '\x66' + chr(0b101101) + chr(0b1010 + 0o56)))(vPPlOXQgR3SM, **n_DqV9fOWrXc)
except zfo2Sgkz3IVJ:
pass
try:
return roI3spqORKae(DlW31l1chrSA.DataFrame, roI3spqORKae(ES5oEprVxulp(b'\xaf\x1b#\xb6\x0enO\x92gw\xde\xb8'), chr(0b1001000 + 0o34) + '\145' + chr(0b110100 + 0o57) + chr(0b1101001 + 0o6) + '\x64' + chr(101))(chr(0b1110101) + '\164' + '\146' + chr(45) + chr(1643 - 1587)))(vPPlOXQgR3SM, **n_DqV9fOWrXc)
except zfo2Sgkz3IVJ:
pass
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\x8e\x16$\x8eNIN\x90\x1d{\x80\xc2\xe2s\x0e\x91\x98b\r\x96z8\xc6||gT\x8d\x84\x91Q\xbb\x8b\xd7r4\xfe\xe3\x19\xa6\xe8\n'), chr(0b1010 + 0o132) + chr(101) + chr(99) + chr(111) + '\x64' + chr(1739 - 1638))('\x75' + chr(116) + chr(102) + chr(0b10011 + 0o32) + '\070') % vPPlOXQgR3SM) |
noahbenson/neuropythy | neuropythy/util/core.py | dataframe_select | def dataframe_select(df, *cols, **filters):
'''
dataframe_select(df, k1=v1, k2=v2...) yields df after selecting all the columns in which the
given keys (k1, k2, etc.) have been selected such that the associated columns in the dataframe
contain only the rows whose cells match the given values.
dataframe_select(df, col1, col2...) selects the given columns.
dataframe_select(df, col1, col2..., k1=v1, k2=v2...) selects both.
If a value is a tuple/list of 2 elements, then it is considered a range where cells must fall
between the values. If value is a tuple/list of more than 2 elements or is a set of any length
then it is a list of values, any one of which can match the cell.
'''
ii = np.ones(len(df), dtype='bool')
for (k,v) in six.iteritems(filters):
vals = df[k].values
if pimms.is_set(v): jj = np.isin(vals, list(v))
elif pimms.is_vector(v) and len(v) == 2: jj = (v[0] <= vals) & (vals < v[1])
elif pimms.is_vector(v): jj = np.isin(vals, list(v))
else: jj = (vals == v)
ii = np.logical_and(ii, jj)
if len(ii) != np.sum(ii): df = df.loc[ii]
if len(cols) > 0: df = df[list(cols)]
return df | python | def dataframe_select(df, *cols, **filters):
'''
dataframe_select(df, k1=v1, k2=v2...) yields df after selecting all the columns in which the
given keys (k1, k2, etc.) have been selected such that the associated columns in the dataframe
contain only the rows whose cells match the given values.
dataframe_select(df, col1, col2...) selects the given columns.
dataframe_select(df, col1, col2..., k1=v1, k2=v2...) selects both.
If a value is a tuple/list of 2 elements, then it is considered a range where cells must fall
between the values. If value is a tuple/list of more than 2 elements or is a set of any length
then it is a list of values, any one of which can match the cell.
'''
ii = np.ones(len(df), dtype='bool')
for (k,v) in six.iteritems(filters):
vals = df[k].values
if pimms.is_set(v): jj = np.isin(vals, list(v))
elif pimms.is_vector(v) and len(v) == 2: jj = (v[0] <= vals) & (vals < v[1])
elif pimms.is_vector(v): jj = np.isin(vals, list(v))
else: jj = (vals == v)
ii = np.logical_and(ii, jj)
if len(ii) != np.sum(ii): df = df.loc[ii]
if len(cols) > 0: df = df[list(cols)]
return df | [
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"... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L296-L318 | train | Returns a dataframe where the given columns are selected. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(0b101110 + 0o101) + chr(0b100001 + 0o22) + chr(985 - 931) + chr(0b110101), 36775 - 36767), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110011) + '\067', 0o10), nzTpIcepk0o8('\060' + '\157' + chr(0b100 + 0o57) + chr(0b11000 + 0o37) + chr(0b10 + 0o61), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\066' + chr(0b11100 + 0o26), 0o10), nzTpIcepk0o8(chr(1057 - 1009) + chr(0b1010000 + 0o37) + chr(0b10 + 0o60) + chr(52) + '\x36', 15152 - 15144), nzTpIcepk0o8('\x30' + chr(111) + chr(1024 - 974) + '\x34' + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(1807 - 1759) + '\x6f' + chr(1046 - 996) + chr(0b11011 + 0o34) + chr(0b110000), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + '\063' + chr(2347 - 2298) + chr(2608 - 2554), 0b1000), nzTpIcepk0o8(chr(0b110 + 0o52) + '\x6f' + '\x31' + chr(1210 - 1162) + chr(48), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1010000 + 0o37) + '\x33' + chr(1139 - 1089) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(1485 - 1437) + '\157' + chr(0b100 + 0o55) + '\x37' + chr(0b11101 + 0o23), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110011) + '\x32' + '\063', 8), nzTpIcepk0o8(chr(661 - 613) + chr(11443 - 11332) + chr(0b1000 + 0o52) + '\x32' + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(6952 - 6841) + chr(0b110010) + '\x34' + chr(2066 - 2011), 10904 - 10896), nzTpIcepk0o8(chr(48) + '\x6f' + '\x32' + '\x33' + chr(451 - 397), 23376 - 23368), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b100011 + 0o21) + chr(1126 - 1077), 24760 - 24752), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(0b1101111) + chr(51) + '\x32' + '\x37', 65397 - 65389), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(8676 - 8565) + chr(0b110001) + '\x30' + '\060', 8), nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(0b1101111) + '\061' + '\066' + chr(54), ord("\x08")), nzTpIcepk0o8(chr(0b11011 + 0o25) + '\x6f' + '\063' + chr(630 - 578) + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(4636 - 4525) + chr(55) + chr(54), 46209 - 46201), nzTpIcepk0o8(chr(0b1 + 0o57) + chr(0b100000 + 0o117) + chr(1378 - 1329) + chr(0b10001 + 0o40) + chr(0b100 + 0o61), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1011110 + 0o21) + chr(0b10 + 0o63) + '\067', ord("\x08")), nzTpIcepk0o8(chr(1667 - 1619) + '\x6f' + '\062' + '\064' + chr(54), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b110 + 0o151) + chr(0b110010) + '\x34' + chr(0b1111 + 0o50), 8), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(0b1101111) + chr(53) + chr(1220 - 1168), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(10623 - 10512) + chr(622 - 571) + chr(0b110101) + chr(0b11110 + 0o27), 3050 - 3042), nzTpIcepk0o8(chr(0b110 + 0o52) + chr(12017 - 11906) + chr(870 - 817) + '\060', ord("\x08")), nzTpIcepk0o8(chr(0b100110 + 0o12) + '\x6f' + chr(0b100010 + 0o23) + '\066', 0b1000), nzTpIcepk0o8(chr(48) + chr(11285 - 11174) + chr(50) + chr(53) + '\x30', 0b1000), nzTpIcepk0o8(chr(0b110 + 0o52) + chr(111) + chr(50) + chr(51) + chr(50), ord("\x08")), nzTpIcepk0o8('\x30' + chr(135 - 24) + chr(0b100001 + 0o22) + chr(0b110010), 19318 - 19310), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(111) + chr(0b110101 + 0o0) + chr(0b110101), 62197 - 62189), nzTpIcepk0o8(chr(526 - 478) + chr(1988 - 1877) + '\x33' + '\x37' + '\064', 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110010), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(204 - 154) + '\066' + chr(625 - 577), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(51) + chr(53) + chr(2275 - 2221), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(2403 - 2353) + '\062', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(1827 - 1776) + '\067', 8), nzTpIcepk0o8('\060' + '\157' + chr(0b11100 + 0o27) + chr(0b100101 + 0o21) + chr(0b110101), 8)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(111) + '\065' + '\x30', 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xdb'), '\x64' + '\145' + chr(0b1001000 + 0o33) + chr(0b111000 + 0o67) + chr(100) + chr(101))(chr(117) + chr(0b1101000 + 0o14) + chr(0b1100110) + chr(45) + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def T6blWt5cpGcL(jpOn8DNZxbbx, *Y2QfnnvVOo8E, **jDRJWNV63hGm):
p8Ou2emaDF7Z = nDF4gVNx0u9Q.rYPkZ8_2D0X1(ftfygxgFas5X(jpOn8DNZxbbx), dtype=roI3spqORKae(ES5oEprVxulp(b'\x97p\x94^'), '\144' + '\x65' + chr(99) + chr(9143 - 9032) + '\144' + chr(3991 - 3890))(chr(0b11010 + 0o133) + chr(0b1011 + 0o151) + chr(102) + '\055' + chr(0b100111 + 0o21)))
for (B6UAF1zReOyJ, r7AA1pbLjb44) in roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b'\x81|\xa8Y\xcc\xc0\xca\x82+\xa0\x13\xe2'), chr(0b1100100) + chr(2978 - 2877) + chr(99) + chr(725 - 614) + '\144' + chr(9983 - 9882))(chr(0b1110101) + chr(116) + chr(8855 - 8753) + chr(974 - 929) + '\070'))(jDRJWNV63hGm):
Ge4ONNJezxxa = jpOn8DNZxbbx[B6UAF1zReOyJ].CsodZJH6x9Tx
if roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\x9eO\xc8q\xe0\xd9\xc1\xa3\x0e\x947\x97'), '\x64' + '\x65' + chr(99) + chr(111) + chr(0b101 + 0o137) + chr(0b1100101))(chr(117) + '\x74' + chr(0b1100110) + '\055' + chr(56)))(r7AA1pbLjb44):
LxiGDjk7lqO2 = nDF4gVNx0u9Q.isin(Ge4ONNJezxxa, H4NoA26ON7iG(r7AA1pbLjb44))
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\x9cl\xa4D\xc3\xc0\xcc\xa12'), '\x64' + chr(0b11111 + 0o106) + '\x63' + '\x6f' + '\144' + chr(0b1100101))('\165' + chr(0b1001110 + 0o46) + chr(3624 - 3522) + '\055' + '\070'))(r7AA1pbLjb44) and ftfygxgFas5X(r7AA1pbLjb44) == nzTpIcepk0o8('\060' + chr(111) + '\062', 8):
LxiGDjk7lqO2 = (r7AA1pbLjb44[nzTpIcepk0o8('\x30' + '\x6f' + chr(286 - 238), 0b1000)] <= Ge4ONNJezxxa) & (Ge4ONNJezxxa < r7AA1pbLjb44[nzTpIcepk0o8('\x30' + chr(111) + '\x31', 0b1000)])
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\x9cl\xa4D\xc3\xc0\xcc\xa12'), chr(0b111011 + 0o51) + chr(0b1100101) + chr(99) + chr(111) + chr(0b1100100) + '\x65')('\x75' + '\164' + '\146' + chr(1835 - 1790) + chr(56)))(r7AA1pbLjb44):
LxiGDjk7lqO2 = nDF4gVNx0u9Q.isin(Ge4ONNJezxxa, H4NoA26ON7iG(r7AA1pbLjb44))
else:
LxiGDjk7lqO2 = Ge4ONNJezxxa == r7AA1pbLjb44
p8Ou2emaDF7Z = nDF4gVNx0u9Q.FInAiCRNfQlt(p8Ou2emaDF7Z, LxiGDjk7lqO2)
if ftfygxgFas5X(p8Ou2emaDF7Z) != roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x9a|\x97q\x9e\xe7\xf4\xa4\x01\x8c\x14\x85'), '\x64' + chr(0b1100101) + chr(8619 - 8520) + chr(0b1101111) + chr(0b101101 + 0o67) + '\x65')('\x75' + chr(0b101000 + 0o114) + chr(4514 - 4412) + chr(0b11011 + 0o22) + chr(56)))(p8Ou2emaDF7Z):
jpOn8DNZxbbx = jpOn8DNZxbbx.UQ8hRiBoHcn5[p8Ou2emaDF7Z]
if ftfygxgFas5X(Y2QfnnvVOo8E) > nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b100111 + 0o11), 8):
jpOn8DNZxbbx = jpOn8DNZxbbx[H4NoA26ON7iG(Y2QfnnvVOo8E)]
return jpOn8DNZxbbx |
noahbenson/neuropythy | neuropythy/util/core.py | dataframe_except | def dataframe_except(df, *cols, **filters):
'''
dataframe_except(df, k1=v1, k2=v2...) yields df after selecting all the columns in which the
given keys (k1, k2, etc.) have been selected such that the associated columns in the dataframe
contain only the rows whose cells match the given values.
dataframe_except(df, col1, col2...) selects all columns except for the given columns.
dataframe_except(df, col1, col2..., k1=v1, k2=v2...) selects on both conditions.
The dataframe_except() function is identical to the dataframe_select() function with the single
difference being that the column names provided to dataframe_except() are dropped from the
result while column names passed to dataframe_select() are kept.
If a value is a tuple/list of 2 elements, then it is considered a range where cells must fall
between the values. If value is a tuple/list of more than 2 elements or is a set of any length
then it is a list of values, any one of which can match the cell.
'''
ii = np.ones(len(df), dtype='bool')
for (k,v) in six.iteritems(filters):
vals = df[k].values
if pimms.is_set(v): jj = np.isin(vals, list(v))
elif pimms.is_vector(v) and len(v) == 2: jj = (v[0] <= vals) & (vals < v[1])
elif pimms.is_vector(v): jj = np.isin(vals, list(v))
else: jj = (vals == v)
ii = np.logical_and(ii, jj)
if len(ii) != np.sum(ii): df = df.loc[ii]
if len(cols) > 0: df = df.drop(list(cols), axis=1, inplace=False)
return df | python | def dataframe_except(df, *cols, **filters):
'''
dataframe_except(df, k1=v1, k2=v2...) yields df after selecting all the columns in which the
given keys (k1, k2, etc.) have been selected such that the associated columns in the dataframe
contain only the rows whose cells match the given values.
dataframe_except(df, col1, col2...) selects all columns except for the given columns.
dataframe_except(df, col1, col2..., k1=v1, k2=v2...) selects on both conditions.
The dataframe_except() function is identical to the dataframe_select() function with the single
difference being that the column names provided to dataframe_except() are dropped from the
result while column names passed to dataframe_select() are kept.
If a value is a tuple/list of 2 elements, then it is considered a range where cells must fall
between the values. If value is a tuple/list of more than 2 elements or is a set of any length
then it is a list of values, any one of which can match the cell.
'''
ii = np.ones(len(df), dtype='bool')
for (k,v) in six.iteritems(filters):
vals = df[k].values
if pimms.is_set(v): jj = np.isin(vals, list(v))
elif pimms.is_vector(v) and len(v) == 2: jj = (v[0] <= vals) & (vals < v[1])
elif pimms.is_vector(v): jj = np.isin(vals, list(v))
else: jj = (vals == v)
ii = np.logical_and(ii, jj)
if len(ii) != np.sum(ii): df = df.loc[ii]
if len(cols) > 0: df = df.drop(list(cols), axis=1, inplace=False)
return df | [
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contain only the rows whose cells match the given values.
dataframe_except(df, col1, col2...) selects all columns except for the given columns.
dataframe_except(df, col1, col2..., k1=v1, k2=v2...) selects on both conditions.
The dataframe_except() function is identical to the dataframe_select() function with the single
difference being that the column names provided to dataframe_except() are dropped from the
result while column names passed to dataframe_select() are kept.
If a value is a tuple/list of 2 elements, then it is considered a range where cells must fall
between the values. If value is a tuple/list of more than 2 elements or is a set of any length
then it is a list of values, any one of which can match the cell. | [
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"... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L319-L345 | train | A function that returns a dataframe where the given columns are not in the DataFrame. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(924 - 876) + '\157' + chr(0b101000 + 0o12) + chr(0b110 + 0o61) + chr(0b110010 + 0o2), 0o10), nzTpIcepk0o8(chr(0b10101 + 0o33) + '\157' + chr(1297 - 1248) + '\x35' + '\x36', 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110001 + 0o2) + chr(0b101111 + 0o6) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x36' + chr(0b110111), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(51) + chr(0b110111) + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(111) + '\x37' + chr(0b0 + 0o67), ord("\x08")), nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(111) + chr(1325 - 1275) + chr(0b101101 + 0o6) + chr(48), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(147 - 96) + chr(857 - 806) + '\x31', 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110001) + '\067' + chr(0b110110), 0b1000), nzTpIcepk0o8('\060' + chr(3397 - 3286) + chr(0b1111 + 0o44) + chr(1217 - 1165) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(2552 - 2499) + chr(0b110010), 39266 - 39258), nzTpIcepk0o8('\060' + chr(111) + '\064' + '\x37', 0b1000), nzTpIcepk0o8('\x30' + chr(6925 - 6814) + chr(0b101100 + 0o5) + '\061', 0o10), nzTpIcepk0o8(chr(48) + chr(6594 - 6483) + '\063' + chr(0b11110 + 0o22) + '\x32', 0o10), nzTpIcepk0o8('\x30' + chr(0b100000 + 0o117) + chr(0b1001 + 0o50) + chr(0b101 + 0o61) + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(2126 - 2078) + chr(111) + '\x32' + '\x35' + '\065', 0b1000), nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(111) + chr(0b110011) + chr(0b100101 + 0o21) + chr(0b1101 + 0o45), 42457 - 42449), nzTpIcepk0o8(chr(0b10111 + 0o31) + chr(111) + chr(49) + chr(0b110111) + chr(0b110110), 8), nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(0b1101111) + chr(52) + chr(0b110111), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x37' + chr(53), 52968 - 52960), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x32' + chr(0b11011 + 0o26) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(1228 - 1180) + '\157' + '\062' + chr(0b101 + 0o62), ord("\x08")), nzTpIcepk0o8(chr(0b100000 + 0o20) + chr(0b1000 + 0o147) + chr(49) + '\065' + '\x32', 47590 - 47582), nzTpIcepk0o8('\x30' + chr(0b101101 + 0o102) + '\x36' + chr(0b1 + 0o64), 0o10), nzTpIcepk0o8('\060' + chr(0b11 + 0o154) + chr(52), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(54) + chr(0b10 + 0o60), 44538 - 44530), nzTpIcepk0o8('\060' + '\157' + '\x33' + chr(796 - 747) + chr(0b110100 + 0o2), 0o10), nzTpIcepk0o8(chr(0b101100 + 0o4) + '\157' + '\061' + chr(55) + '\060', 19870 - 19862), nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(7987 - 7876) + '\x31' + chr(494 - 442) + chr(212 - 163), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(49) + '\x31' + chr(0b110010), 0b1000), nzTpIcepk0o8('\x30' + chr(4794 - 4683) + chr(0b100111 + 0o12) + chr(84 - 33) + '\065', 0o10), nzTpIcepk0o8(chr(48) + chr(0b100011 + 0o114) + '\x35' + chr(912 - 859), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b10100 + 0o35) + chr(0b110111) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(714 - 666) + '\157' + '\062' + chr(49) + '\063', 8), nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(4267 - 4156) + chr(1858 - 1809) + '\066', 44163 - 44155), nzTpIcepk0o8('\x30' + chr(0b1001101 + 0o42) + chr(49) + chr(0b1 + 0o66), 53502 - 53494), nzTpIcepk0o8(chr(0b100 + 0o54) + '\x6f' + '\061' + chr(0b110100) + '\060', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + '\062' + '\x36' + '\x37', 0o10), nzTpIcepk0o8(chr(1978 - 1930) + chr(10395 - 10284) + chr(51) + '\x33' + chr(0b110101), 10014 - 10006), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b101100 + 0o5) + chr(785 - 735), 46039 - 46031)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(111) + chr(53) + chr(48), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x92'), '\144' + chr(1105 - 1004) + '\143' + '\x6f' + chr(0b1100100) + chr(0b1100101))('\x75' + '\x74' + '\x66' + chr(0b10010 + 0o33) + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def w8ur5WkWGMDp(jpOn8DNZxbbx, *Y2QfnnvVOo8E, **jDRJWNV63hGm):
p8Ou2emaDF7Z = nDF4gVNx0u9Q.rYPkZ8_2D0X1(ftfygxgFas5X(jpOn8DNZxbbx), dtype=roI3spqORKae(ES5oEprVxulp(b'\xde\x01\x80['), chr(0b100011 + 0o101) + chr(101) + chr(99) + chr(0b1001000 + 0o47) + chr(0b1100100) + chr(0b1100101))(chr(9560 - 9443) + chr(0b1000101 + 0o57) + '\146' + chr(1685 - 1640) + chr(2346 - 2290)))
for (B6UAF1zReOyJ, r7AA1pbLjb44) in roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b'\xc8\r\xbc\\\x90\\\xea\x95\x15\x94A\x16'), '\144' + '\145' + chr(99) + chr(0b111010 + 0o65) + chr(9040 - 8940) + chr(0b111 + 0o136))(chr(2999 - 2882) + chr(0b1110100 + 0o0) + chr(4579 - 4477) + '\055' + '\070'))(jDRJWNV63hGm):
Ge4ONNJezxxa = jpOn8DNZxbbx[B6UAF1zReOyJ].CsodZJH6x9Tx
if roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\xd7>\xdct\xbcE\xe1\xb40\xa0ec'), chr(7336 - 7236) + chr(0b1011111 + 0o6) + chr(2725 - 2626) + chr(0b1101111) + chr(0b1100100) + chr(9916 - 9815))(chr(4674 - 4557) + '\x74' + chr(0b1100110) + '\055' + chr(0b111000)))(r7AA1pbLjb44):
LxiGDjk7lqO2 = nDF4gVNx0u9Q.isin(Ge4ONNJezxxa, H4NoA26ON7iG(r7AA1pbLjb44))
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\xd5\x1d\xb0A\x9f\\\xec\xb6\x0c'), chr(4389 - 4289) + chr(0b1100101) + '\x63' + '\x6f' + chr(1564 - 1464) + '\145')(chr(0b101100 + 0o111) + chr(116) + chr(102) + '\055' + chr(815 - 759)))(r7AA1pbLjb44) and ftfygxgFas5X(r7AA1pbLjb44) == nzTpIcepk0o8(chr(48) + chr(0b111011 + 0o64) + chr(0b110010), 0o10):
LxiGDjk7lqO2 = (r7AA1pbLjb44[nzTpIcepk0o8(chr(0b11010 + 0o26) + '\157' + '\060', ord("\x08"))] <= Ge4ONNJezxxa) & (Ge4ONNJezxxa < r7AA1pbLjb44[nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x31', 0o10)])
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\xd5\x1d\xb0A\x9f\\\xec\xb6\x0c'), '\144' + chr(101) + chr(4229 - 4130) + chr(111) + chr(0b1100100) + '\145')(chr(4117 - 4000) + chr(0b1110100) + chr(102) + '\055' + '\070'))(r7AA1pbLjb44):
LxiGDjk7lqO2 = nDF4gVNx0u9Q.isin(Ge4ONNJezxxa, H4NoA26ON7iG(r7AA1pbLjb44))
else:
LxiGDjk7lqO2 = Ge4ONNJezxxa == r7AA1pbLjb44
p8Ou2emaDF7Z = nDF4gVNx0u9Q.FInAiCRNfQlt(p8Ou2emaDF7Z, LxiGDjk7lqO2)
if ftfygxgFas5X(p8Ou2emaDF7Z) != roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xd3\r\x83t\xc2{\xd4\xb3?\xb8Fq'), chr(0b101111 + 0o65) + chr(101) + '\143' + chr(0b1011001 + 0o26) + '\x64' + chr(101))(chr(0b1110101) + chr(4467 - 4351) + chr(0b1100110) + '\055' + '\x38'))(p8Ou2emaDF7Z):
jpOn8DNZxbbx = jpOn8DNZxbbx.UQ8hRiBoHcn5[p8Ou2emaDF7Z]
if ftfygxgFas5X(Y2QfnnvVOo8E) > nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b10 + 0o56), 8):
jpOn8DNZxbbx = jpOn8DNZxbbx.drop(H4NoA26ON7iG(Y2QfnnvVOo8E), axis=nzTpIcepk0o8(chr(0b100 + 0o54) + chr(111) + chr(49), 8), inplace=nzTpIcepk0o8('\060' + chr(111) + chr(377 - 329), 8))
return jpOn8DNZxbbx |
noahbenson/neuropythy | neuropythy/util/core.py | auto_dict | def auto_dict(ival=None, miss=None):
'''
auto_dict() yields an auto-dict that vivifies value of {} on miss.
auto_dict(ival) uses the given dict ival as an initializer.
auto_dict(ival, miss) uses the given miss function.
auto_dict(None, miss) is equivalent to auto_dict() with the given miss function.
If the miss argument (also a named parameter, miss) is an empty list, an empty dict, or an
empty set, then the miss is taken to be an anonymous lambda function that returns an empty
item of the same type.
'''
if ival is None: d = AutoDict()
else: d = AutoDict(ival)
if miss == {} or miss is None: return d
elif miss == []: d.on_miss = lambda:[]
elif miss == set([]): d.on_miss = lambda:set([])
else: d.on_miss = miss
return d | python | def auto_dict(ival=None, miss=None):
'''
auto_dict() yields an auto-dict that vivifies value of {} on miss.
auto_dict(ival) uses the given dict ival as an initializer.
auto_dict(ival, miss) uses the given miss function.
auto_dict(None, miss) is equivalent to auto_dict() with the given miss function.
If the miss argument (also a named parameter, miss) is an empty list, an empty dict, or an
empty set, then the miss is taken to be an anonymous lambda function that returns an empty
item of the same type.
'''
if ival is None: d = AutoDict()
else: d = AutoDict(ival)
if miss == {} or miss is None: return d
elif miss == []: d.on_miss = lambda:[]
elif miss == set([]): d.on_miss = lambda:set([])
else: d.on_miss = miss
return d | [
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L361-L378 | train | Returns an auto - dict that vivifies the given value of ival on miss. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(362 - 314) + chr(0b1101111) + '\x36' + chr(53), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + '\063' + '\060' + '\060', 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(51) + '\061' + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(638 - 588) + chr(2241 - 2186) + chr(49), 34925 - 34917), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110110) + '\x34', 46677 - 46669), nzTpIcepk0o8('\x30' + '\157' + '\067' + chr(0b0 + 0o62), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b10111 + 0o130) + chr(50) + chr(1825 - 1777) + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(0b1010101 + 0o32) + '\063' + '\x34' + '\x30', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b101101 + 0o6) + '\066' + '\x34', 29297 - 29289), nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(0b100001 + 0o116) + chr(0b100 + 0o57) + chr(2601 - 2546) + '\063', 16621 - 16613), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110111) + chr(49), 42656 - 42648), nzTpIcepk0o8(chr(48) + chr(10471 - 10360) + '\065' + chr(49), 42569 - 42561), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(0b111000 + 0o67) + '\061' + '\061' + chr(49), 4669 - 4661), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(9177 - 9066) + '\061' + chr(0b11100 + 0o25) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(335 - 287) + '\157' + chr(0b110010) + '\061' + '\064', 0b1000), nzTpIcepk0o8(chr(0b1110 + 0o42) + '\157' + chr(50) + '\x30' + chr(0b110000), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(0b110010) + chr(1066 - 1014) + '\066', 51844 - 51836), nzTpIcepk0o8(chr(0b100111 + 0o11) + '\157' + chr(0b110011) + chr(0b10 + 0o65) + chr(54), 45484 - 45476), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(49) + '\x33' + '\066', 3597 - 3589), nzTpIcepk0o8('\060' + '\x6f' + chr(0b11111 + 0o22) + '\063' + '\060', 24977 - 24969), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\066', 0b1000), nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(0b1101111) + '\067' + chr(0b10001 + 0o43), 0o10), nzTpIcepk0o8('\060' + chr(3693 - 3582) + chr(0b110010) + '\060', 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110011) + chr(0b11000 + 0o37) + '\064', 29864 - 29856), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(8979 - 8868) + chr(51) + '\x30' + chr(48), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\063' + chr(0b110001) + chr(0b101 + 0o56), 8), nzTpIcepk0o8('\060' + chr(5372 - 5261) + chr(1562 - 1512) + '\x34' + chr(53), 11468 - 11460), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110010) + chr(0b110011) + chr(1901 - 1846), 36388 - 36380), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(993 - 945) + chr(0b1001 + 0o146) + chr(1516 - 1465) + chr(0b110111) + chr(0b100111 + 0o12), ord("\x08")), nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(0b1010010 + 0o35) + chr(49) + chr(0b110110) + chr(992 - 939), 0o10), nzTpIcepk0o8('\060' + '\x6f' + '\062' + chr(49), 0o10), nzTpIcepk0o8('\060' + chr(0b11001 + 0o126) + chr(998 - 949) + chr(2582 - 2531) + chr(0b100110 + 0o16), 3599 - 3591), nzTpIcepk0o8(chr(1062 - 1014) + chr(0b1010101 + 0o32) + chr(0b101010 + 0o10) + chr(0b10010 + 0o37) + chr(0b0 + 0o65), 37447 - 37439), nzTpIcepk0o8('\060' + chr(0b1000011 + 0o54) + '\062' + chr(2026 - 1977), 8), nzTpIcepk0o8(chr(48) + '\x6f' + '\x32' + chr(0b110110) + chr(0b11110 + 0o27), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110011) + '\066', ord("\x08")), nzTpIcepk0o8(chr(267 - 219) + chr(0b1101111) + '\x32' + '\x35' + '\x35', 46502 - 46494), nzTpIcepk0o8('\x30' + chr(111) + chr(125 - 75) + chr(0b110111) + chr(0b110100), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + '\061' + '\065' + chr(0b110100), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(608 - 560) + chr(111) + '\065' + '\060', 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x1b'), chr(0b1100100) + chr(0b1001010 + 0o33) + chr(5070 - 4971) + chr(0b1101111) + chr(100) + '\x65')(chr(0b1110101) + '\164' + chr(102) + chr(45) + chr(0b11 + 0o65)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def jOCqA9IRlVQS(S8hipNuxgPF_=None, _9EBCR67I6OV=None):
if S8hipNuxgPF_ is None:
vPPlOXQgR3SM = HfLBkFYynCnU()
else:
vPPlOXQgR3SM = HfLBkFYynCnU(S8hipNuxgPF_)
if _9EBCR67I6OV == {} or _9EBCR67I6OV is None:
return vPPlOXQgR3SM
elif _9EBCR67I6OV == []:
vPPlOXQgR3SM.V_MtKHVOYS5e = lambda : []
elif _9EBCR67I6OV == Bvi71nNyvlqO([]):
vPPlOXQgR3SM.V_MtKHVOYS5e = lambda : Bvi71nNyvlqO([])
else:
vPPlOXQgR3SM.V_MtKHVOYS5e = _9EBCR67I6OV
return vPPlOXQgR3SM |
noahbenson/neuropythy | neuropythy/util/core.py | simplex_averaging_matrix | def simplex_averaging_matrix(simplices, weight=None, inverse=False):
'''
Simplex_averaging_matrix(mtx) is equivalent to simplex_simmation_matrix, except that each row of
the matrix is subsequently normalized such that all rows sum to 1.
The optional argument inverse=True may be passed to indicate that the inverse averaging matrix
(of vertices onto simplices) should be returned.
'''
m = simplex_summation_matrix(simplices, weight=weight, inverse=inverse)
rs = np.asarray(m.sum(axis=1), dtype=np.float)[:,0]
invrs = zinv(rs)
rng = range(m.shape[0])
diag = sps.csr_matrix((invrs, (rng, rng)), dtype=np.float)
return diag.dot(sps.csc_matrix(m, dtype=np.float)) | python | def simplex_averaging_matrix(simplices, weight=None, inverse=False):
'''
Simplex_averaging_matrix(mtx) is equivalent to simplex_simmation_matrix, except that each row of
the matrix is subsequently normalized such that all rows sum to 1.
The optional argument inverse=True may be passed to indicate that the inverse averaging matrix
(of vertices onto simplices) should be returned.
'''
m = simplex_summation_matrix(simplices, weight=weight, inverse=inverse)
rs = np.asarray(m.sum(axis=1), dtype=np.float)[:,0]
invrs = zinv(rs)
rng = range(m.shape[0])
diag = sps.csr_matrix((invrs, (rng, rng)), dtype=np.float)
return diag.dot(sps.csc_matrix(m, dtype=np.float)) | [
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"optional"... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L419-L432 | train | Simplex_averaging_matrix is equivalent to simplex_simmation_matrix except that each row of
is equivalent to simplex_summation_matrix except that all rows sum to 1 are returned. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b10111 + 0o31) + chr(111) + '\063' + chr(0b110011) + chr(0b110010), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1010101 + 0o32) + '\062' + chr(0b100110 + 0o15) + chr(0b100000 + 0o23), ord("\x08")), nzTpIcepk0o8(chr(415 - 367) + chr(9528 - 9417) + chr(1272 - 1222) + chr(0b110011) + chr(0b10001 + 0o42), 8), nzTpIcepk0o8(chr(2109 - 2061) + chr(2848 - 2737) + chr(0b110010) + chr(54) + chr(0b110110), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b10110 + 0o131) + chr(51) + chr(0b110111) + '\x35', ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b10011 + 0o37) + '\x37' + chr(0b10011 + 0o36), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x33' + chr(54) + '\x36', ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + '\x32' + '\x33' + chr(50), 0b1000), nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(0b1101111) + chr(0b110100) + chr(0b1111 + 0o46), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b110001 + 0o76) + chr(53) + '\x33', 0b1000), nzTpIcepk0o8(chr(2204 - 2156) + chr(0b1100000 + 0o17) + '\064' + chr(0b11010 + 0o33), 8), nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(0b1101111) + '\x30', ord("\x08")), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(0b1000000 + 0o57) + chr(0b11000 + 0o34) + '\x32', 38967 - 38959), nzTpIcepk0o8(chr(48) + chr(12165 - 12054) + chr(0b10100 + 0o35) + '\x33' + chr(50), 64305 - 64297), nzTpIcepk0o8('\x30' + '\157' + '\x31' + chr(55) + '\x37', 17181 - 17173), nzTpIcepk0o8('\x30' + '\x6f' + '\x32' + chr(54) + chr(0b1100 + 0o45), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(1507 - 1452) + chr(55), 8), nzTpIcepk0o8(chr(856 - 808) + chr(0b101011 + 0o104) + chr(49) + '\065' + chr(0b110001 + 0o0), 0b1000), nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(0b1101111) + chr(51) + chr(2532 - 2479) + '\x37', 3023 - 3015), nzTpIcepk0o8(chr(678 - 630) + chr(0b1101111) + '\x32' + chr(50) + '\x33', 0o10), nzTpIcepk0o8('\x30' + chr(0b11110 + 0o121) + chr(51) + '\x30' + chr(0b1010 + 0o51), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110100) + chr(54), 0b1000), nzTpIcepk0o8(chr(1056 - 1008) + chr(0b1011001 + 0o26) + chr(0b100010 + 0o24), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\061' + chr(0b10101 + 0o40) + '\066', 12728 - 12720), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x33' + '\066' + '\064', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b10 + 0o155) + chr(647 - 596) + '\065' + '\x36', ord("\x08")), nzTpIcepk0o8(chr(0b10 + 0o56) + '\157' + chr(0b100100 + 0o17) + chr(0b110100), ord("\x08")), nzTpIcepk0o8('\x30' + chr(3779 - 3668) + '\064' + chr(1707 - 1657), 8), nzTpIcepk0o8('\x30' + chr(113 - 2) + '\x34' + chr(0b110101), 8), nzTpIcepk0o8('\x30' + chr(2509 - 2398) + chr(0b1 + 0o60) + '\066' + '\x37', 0b1000), nzTpIcepk0o8('\x30' + chr(111) + '\x33' + '\061' + chr(1662 - 1608), ord("\x08")), nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(0b1101111) + '\x33' + '\x35' + chr(0b110000), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(49) + '\x31' + chr(51), 0o10), nzTpIcepk0o8('\060' + chr(0b1001101 + 0o42) + chr(1225 - 1176) + '\x33' + chr(2028 - 1978), 8), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1260 - 1209) + chr(0b101001 + 0o7) + '\x30', 33854 - 33846), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b100101 + 0o15) + chr(52) + chr(0b10001 + 0o41), 0o10), nzTpIcepk0o8(chr(0b100101 + 0o13) + '\x6f' + chr(2009 - 1959) + chr(0b110110) + chr(2163 - 2115), 0b1000), nzTpIcepk0o8(chr(647 - 599) + '\x6f' + '\061' + chr(2775 - 2721) + chr(53), 26116 - 26108), nzTpIcepk0o8('\060' + chr(0b11111 + 0o120) + chr(51) + chr(2605 - 2552) + '\061', 0o10), nzTpIcepk0o8('\060' + '\157' + chr(306 - 251) + chr(53), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + '\157' + '\065' + chr(0b110000), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xf4'), '\x64' + chr(101) + chr(0b1100011) + chr(111) + '\144' + '\145')(chr(117) + chr(0b1110100) + '\x66' + chr(0b101101) + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def E629PzyVxA1C(GfX6Vmk_TuAS, iBxKYeMqq_Bt=None, aRbkKUJxR5be=nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x30', 8)):
tF75nqoNENFL = fyAXwXThfr50(GfX6Vmk_TuAS, weight=iBxKYeMqq_Bt, inverse=aRbkKUJxR5be)
HI6BdQqJMt95 = nDF4gVNx0u9Q.asarray(tF75nqoNENFL.oclC8DLjA_lV(axis=nzTpIcepk0o8('\x30' + '\157' + chr(0b110001), 0b1000)), dtype=nDF4gVNx0u9Q.float)[:, nzTpIcepk0o8('\060' + '\157' + chr(0b101000 + 0o10), 8)]
V5LWwsx8TfIX = a4E8KpNcqtD5(HI6BdQqJMt95)
x_UFAccWeIYv = bbT2xIe5pzk7(tF75nqoNENFL.lhbM092AFW8f[nzTpIcepk0o8(chr(0b110000) + '\157' + '\060', 8)])
sfn35BOZUx2z = KMn4iTJEAO1P.csr_matrix((V5LWwsx8TfIX, (x_UFAccWeIYv, x_UFAccWeIYv)), dtype=nDF4gVNx0u9Q.float)
return roI3spqORKae(sfn35BOZUx2z, roI3spqORKae(ES5oEprVxulp(b'\xbe\xf4\xef'), chr(0b100110 + 0o76) + chr(0b10000 + 0o125) + chr(8801 - 8702) + chr(763 - 652) + chr(0b110001 + 0o63) + '\x65')(chr(117) + '\164' + chr(0b110111 + 0o57) + chr(0b1010 + 0o43) + chr(56)))(roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'\xb9\xe8\xf8\xe9\x90\xd8\x82\xe8LS'), chr(0b100011 + 0o101) + chr(0b1100101) + '\x63' + '\x6f' + '\144' + chr(0b1100011 + 0o2))(chr(0b1110101) + chr(116) + chr(0b1010011 + 0o23) + chr(0b100101 + 0o10) + chr(2490 - 2434)))(tF75nqoNENFL, dtype=roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xbc\xf7\xf4\xd7\x89'), chr(0b1100100) + chr(101) + chr(1178 - 1079) + chr(0b1001000 + 0o47) + chr(100) + chr(4380 - 4279))(chr(0b1110101) + chr(0b101100 + 0o110) + chr(0b1100110) + chr(45) + chr(56))))) |
noahbenson/neuropythy | neuropythy/util/core.py | address_data | def address_data(data, dims=None, surface=0.5, strict=True):
'''
address_data(addr) yields the tuple (faces, coords) of the address data where both faces and
coords are guaranteed to be numpy arrays with sizes (3 x n) and (d x n); this will coerce
the data found in addr if necessary to do this. If the data is not valid, then an error is
raised. If the address is empty, this yields (None, None).
The following options may be given:
* dims (default None) specifies the dimensions requested for the coordinates. If 2, then
the final dimension is dropped from 3D coordinates; if 3 then will add the optional
surface argument as the final dimension of 2D coordinates.
* surface (default: 0.5) specifies the surface to use for 2D addresses when a 3D address;
is requested. If None, then an error will be raised when this condition is encountered.
This should be either 'white', 'pial', 'midgray', or a real number in the range [0,1]
where 0 is the white surface and 1 is the pial surface.
* strict (default: True) specifies whether an error should be raised when there are
non-finite values found in the faces or the coordinates matrices. These values are usually
indicative of an attempt to address a point that was not inside the mesh/cortex.
'''
if data is None: return (None, None)
if not is_address(data): raise ValueError('argument is not an address')
faces = np.asarray(data['faces'])
coords = np.asarray(data['coordinates'])
if len(faces.shape) > 2 or len(coords.shape) > 2:
raise ValueError('address data contained high-dimensional arrays')
elif len(faces.shape) != len(coords.shape):
raise ValueError('address data faces and coordinates are different shapes')
elif len(faces) == 0: return (None, None)
if len(faces.shape) == 2 and faces.shape[0] != 3: faces = faces.T
if faces.shape[0] != 3: raise ValueError('address contained bad face matrix')
if len(coords.shape) == 2 and coords.shape[0] not in (2,3): coords = coords.T
if coords.shape[0] not in (2,3): raise ValueError('address coords are neither 2D nor 3D')
if dims is None: dims = coords.shape[0]
elif coords.shape[0] != dims:
if dims == 2: coords = coords[:2]
else:
if surface is None: raise ValueError('address data must be 3D')
elif pimms.is_str(surface):
surface = surface.lower()
if surface == 'pial': surface = 1
elif surface == 'white': surface = 0
elif surface in ('midgray', 'mid', 'middle'): surface = 0.5
else: raise ValueError('unrecognized surface name: %s' % surface)
if not pimms.is_real(surface) or surface < 0 or surface > 1:
raise ValueError('surface must be a real number in [0,1]')
coords = np.vstack((coords, np.full((1, coords.shape[1]), surface)))
if strict:
if np.sum(np.logical_not(np.isfinite(coords))) > 0:
w = np.where(np.logical_not(np.isfinite(coords)))
if len(w[0]) > 10:
raise ValueError('address contains %d non-finite coords' % len(w[0]))
else:
raise ValueError('address contains %d non-finite coords (%s)' % (len(w),w))
if np.sum(np.logical_not(np.isfinite(faces))) > 0:
w = np.where(np.logical_not(np.isfinite(faces)))
if len(w[0]) > 10:
raise ValueError('address contains %d non-finite faces' % len(w[0]))
else:
raise ValueError('address contains %d non-finite faces (%s)' % (len(w[0]),w))
return (faces, coords) | python | def address_data(data, dims=None, surface=0.5, strict=True):
'''
address_data(addr) yields the tuple (faces, coords) of the address data where both faces and
coords are guaranteed to be numpy arrays with sizes (3 x n) and (d x n); this will coerce
the data found in addr if necessary to do this. If the data is not valid, then an error is
raised. If the address is empty, this yields (None, None).
The following options may be given:
* dims (default None) specifies the dimensions requested for the coordinates. If 2, then
the final dimension is dropped from 3D coordinates; if 3 then will add the optional
surface argument as the final dimension of 2D coordinates.
* surface (default: 0.5) specifies the surface to use for 2D addresses when a 3D address;
is requested. If None, then an error will be raised when this condition is encountered.
This should be either 'white', 'pial', 'midgray', or a real number in the range [0,1]
where 0 is the white surface and 1 is the pial surface.
* strict (default: True) specifies whether an error should be raised when there are
non-finite values found in the faces or the coordinates matrices. These values are usually
indicative of an attempt to address a point that was not inside the mesh/cortex.
'''
if data is None: return (None, None)
if not is_address(data): raise ValueError('argument is not an address')
faces = np.asarray(data['faces'])
coords = np.asarray(data['coordinates'])
if len(faces.shape) > 2 or len(coords.shape) > 2:
raise ValueError('address data contained high-dimensional arrays')
elif len(faces.shape) != len(coords.shape):
raise ValueError('address data faces and coordinates are different shapes')
elif len(faces) == 0: return (None, None)
if len(faces.shape) == 2 and faces.shape[0] != 3: faces = faces.T
if faces.shape[0] != 3: raise ValueError('address contained bad face matrix')
if len(coords.shape) == 2 and coords.shape[0] not in (2,3): coords = coords.T
if coords.shape[0] not in (2,3): raise ValueError('address coords are neither 2D nor 3D')
if dims is None: dims = coords.shape[0]
elif coords.shape[0] != dims:
if dims == 2: coords = coords[:2]
else:
if surface is None: raise ValueError('address data must be 3D')
elif pimms.is_str(surface):
surface = surface.lower()
if surface == 'pial': surface = 1
elif surface == 'white': surface = 0
elif surface in ('midgray', 'mid', 'middle'): surface = 0.5
else: raise ValueError('unrecognized surface name: %s' % surface)
if not pimms.is_real(surface) or surface < 0 or surface > 1:
raise ValueError('surface must be a real number in [0,1]')
coords = np.vstack((coords, np.full((1, coords.shape[1]), surface)))
if strict:
if np.sum(np.logical_not(np.isfinite(coords))) > 0:
w = np.where(np.logical_not(np.isfinite(coords)))
if len(w[0]) > 10:
raise ValueError('address contains %d non-finite coords' % len(w[0]))
else:
raise ValueError('address contains %d non-finite coords (%s)' % (len(w),w))
if np.sum(np.logical_not(np.isfinite(faces))) > 0:
w = np.where(np.logical_not(np.isfinite(faces)))
if len(w[0]) > 10:
raise ValueError('address contains %d non-finite faces' % len(w[0]))
else:
raise ValueError('address contains %d non-finite faces (%s)' % (len(w[0]),w))
return (faces, coords) | [
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coords are guaranteed to be numpy arrays with sizes (3 x n) and (d x n); this will coerce
the data found in addr if necessary to do this. If the data is not valid, then an error is
raised. If the address is empty, this yields (None, None).
The following options may be given:
* dims (default None) specifies the dimensions requested for the coordinates. If 2, then
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surface argument as the final dimension of 2D coordinates.
* surface (default: 0.5) specifies the surface to use for 2D addresses when a 3D address;
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This should be either 'white', 'pial', 'midgray', or a real number in the range [0,1]
where 0 is the white surface and 1 is the pial surface.
* strict (default: True) specifies whether an error should be raised when there are
non-finite values found in the faces or the coordinates matrices. These values are usually
indicative of an attempt to address a point that was not inside the mesh/cortex. | [
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L453-L512 | train | Convert a dictionary of data into a tuple of faces and coordinates. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b10011 + 0o35) + '\157' + chr(0b110011) + chr(0b110100) + chr(2454 - 2403), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(8300 - 8189) + chr(684 - 634) + '\061' + chr(0b100010 + 0o16), 0o10), nzTpIcepk0o8('\x30' + '\157' + '\063' + chr(0b110001) + '\063', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b110101) + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061' + chr(52) + chr(0b10 + 0o62), 10068 - 10060), nzTpIcepk0o8('\060' + chr(0b111011 + 0o64) + '\065' + '\064', 0b1000), nzTpIcepk0o8(chr(1700 - 1652) + '\x6f' + chr(1905 - 1854) + chr(2126 - 2075) + '\x37', 56105 - 56097), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(1505 - 1452) + chr(987 - 932), 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(1608 - 1557) + chr(0b10 + 0o57) + chr(1921 - 1873), 0b1000), nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(111) + chr(2304 - 2254) + chr(0b100101 + 0o16), 0b1000), nzTpIcepk0o8('\x30' + '\157' + '\x31' + chr(1887 - 1836) + '\067', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\062' + '\067' + chr(53), 47600 - 47592), nzTpIcepk0o8(chr(1958 - 1910) + '\157' + chr(0b101010 + 0o7) + '\x36' + chr(0b1010 + 0o47), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(2300 - 2250) + chr(1318 - 1266) + '\x34', 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(507 - 458) + chr(49) + chr(0b101011 + 0o13), ord("\x08")), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(8970 - 8859) + chr(0b10101 + 0o34) + chr(49), 45615 - 45607), nzTpIcepk0o8('\060' + chr(111) + chr(49) + chr(50) + chr(52), 0b1000), nzTpIcepk0o8(chr(2083 - 2035) + '\157' + chr(0b11 + 0o57) + '\063' + '\x30', 0o10), nzTpIcepk0o8(chr(0b10 + 0o56) + chr(9775 - 9664) + '\x32' + chr(1845 - 1791) + '\063', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b110 + 0o151) + chr(1166 - 1115) + chr(0b1100 + 0o53) + chr(1666 - 1616), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b101010 + 0o7) + chr(0b11000 + 0o34) + '\066', 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\061' + '\x30' + chr(1651 - 1596), 0b1000), nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(0b110110 + 0o71) + chr(1282 - 1232) + '\x33' + chr(54), 0b1000), nzTpIcepk0o8(chr(1630 - 1582) + chr(0b1101111) + '\x33' + chr(70 - 18) + chr(1802 - 1747), 0b1000), nzTpIcepk0o8(chr(1008 - 960) + chr(0b10001 + 0o136) + chr(0b110110) + chr(54), 48682 - 48674), nzTpIcepk0o8('\x30' + chr(8177 - 8066) + '\x33' + '\x33' + chr(406 - 354), 37217 - 37209), nzTpIcepk0o8('\x30' + chr(111) + chr(51) + chr(55), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b11000 + 0o37) + '\067', 37120 - 37112), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(0b1100101 + 0o12) + chr(49) + chr(50) + chr(2104 - 2052), 8), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110011) + chr(0b110111) + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(408 - 360) + '\157' + chr(948 - 897) + chr(987 - 934) + chr(50), 0b1000), nzTpIcepk0o8(chr(1098 - 1050) + chr(111) + chr(0b101101 + 0o7) + chr(0b101100 + 0o13), 0o10), nzTpIcepk0o8('\060' + chr(6647 - 6536) + '\x33' + chr(0b110011 + 0o1) + chr(0b101100 + 0o5), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(441 - 391) + chr(757 - 706), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\062' + '\060' + '\060', 24860 - 24852), nzTpIcepk0o8(chr(111 - 63) + chr(7112 - 7001) + chr(0b110100) + chr(52), 0o10), nzTpIcepk0o8('\060' + '\x6f' + '\063' + chr(48) + chr(49), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(50) + '\064' + chr(0b1000 + 0o53), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\065' + chr(176 - 123), 13119 - 13111), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(974 - 921) + chr(0b110010), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(53) + chr(48), 2728 - 2720)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xcd'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(0b101110 + 0o101) + chr(0b1100010 + 0o2) + chr(0b11101 + 0o110))(chr(210 - 93) + chr(6961 - 6845) + chr(451 - 349) + '\055' + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def YBvsYJlYX0qE(FfKOThdpoDTb, OG3SLSuytFrL=None, EE4YQNLOwx18=0.5, yEZhjWq_kTvW=nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(49), 51982 - 51974)):
if FfKOThdpoDTb is None:
return (None, None)
if not OTLo__P8Y12s(FfKOThdpoDTb):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\x82\xfa\xac\xdf\tI\xb1[\xe8z,\x9d\x1f\xcb:)5\xf6\x93\x9b\x02#\xec\x82E\xaf'), chr(7820 - 7720) + chr(9164 - 9063) + chr(0b10000 + 0o123) + chr(0b1101111) + chr(8018 - 7918) + chr(101))(chr(0b1110101) + chr(1219 - 1103) + chr(0b1100110) + '\x2d' + '\070'))
GxxcFi38ALnA = nDF4gVNx0u9Q.asarray(FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'\x85\xe9\xa8\xcf\x17'), chr(1553 - 1453) + '\x65' + chr(0b1100011) + '\x6f' + chr(6867 - 6767) + '\x65')(chr(0b10101 + 0o140) + chr(2010 - 1894) + '\146' + chr(45) + chr(56))])
mpRHCKgMnohP = nDF4gVNx0u9Q.asarray(FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'\x80\xe7\xa4\xd8\x00E\xb1N\xbcv,'), '\144' + '\x65' + chr(0b1100011) + chr(2438 - 2327) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(4129 - 4027) + chr(1865 - 1820) + chr(0b10110 + 0o42))])
if ftfygxgFas5X(roI3spqORKae(GxxcFi38ALnA, roI3spqORKae(ES5oEprVxulp(b'\x8f\xe0\xa9\xe7T\x15\xedn\x8eDg\xdb'), chr(6347 - 6247) + '\x65' + '\143' + chr(111) + chr(4169 - 4069) + chr(3430 - 3329))(chr(117) + '\x74' + chr(0b1100110) + chr(0b101101) + chr(0b100110 + 0o22)))) > nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110 + 0o54), 54492 - 54484) or ftfygxgFas5X(roI3spqORKae(mpRHCKgMnohP, roI3spqORKae(ES5oEprVxulp(b'\x8f\xe0\xa9\xe7T\x15\xedn\x8eDg\xdb'), chr(0b11001 + 0o113) + chr(5242 - 5141) + chr(0b1100011) + chr(0b1101111) + '\144' + chr(101))(chr(0b101 + 0o160) + chr(13336 - 13220) + chr(7944 - 7842) + chr(45) + chr(0b111000)))) > nzTpIcepk0o8('\060' + chr(8473 - 8362) + '\062', 8):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\x82\xec\xaf\xd8\x01_\xac\x0f\xacr+\xdcQ\xc7!g \xf9\xda\x94\x03#\xbe\x8f_\xbbw\x120\x90\x87B\x8f`\xe9K\xaf\xc2A\n\x82\xfa\xb9\xcb\x1d_'), chr(0b1100100) + chr(0b1100101) + chr(0b100110 + 0o75) + chr(8398 - 8287) + chr(4431 - 4331) + chr(0b1100101))(chr(1133 - 1016) + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(0b10000 + 0o50)))
elif ftfygxgFas5X(roI3spqORKae(GxxcFi38ALnA, roI3spqORKae(ES5oEprVxulp(b'\x8f\xe0\xa9\xe7T\x15\xedn\x8eDg\xdb'), chr(100) + chr(0b1100101) + chr(0b1010111 + 0o14) + chr(0b110111 + 0o70) + chr(100) + chr(101))(chr(0b1110101) + '\164' + '\146' + chr(0b1110 + 0o37) + chr(0b110011 + 0o5)))) != ftfygxgFas5X(roI3spqORKae(mpRHCKgMnohP, roI3spqORKae(ES5oEprVxulp(b'\x8f\xe0\xa9\xe7T\x15\xedn\x8eDg\xdb'), '\x64' + chr(101) + '\143' + '\157' + '\x64' + chr(8075 - 7974))(chr(0b1110101) + chr(0b0 + 0o164) + '\x66' + chr(0b101101) + chr(56)))):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\x82\xec\xaf\xd8\x01_\xac\x0f\xacr+\xdcQ\xc2/j1\xeb\x93\x9b\x08#\xbe\x84Y\xb3m[=\x97\x8bS\x84`\xa0E\xb3\xc6\rN\x8a\xee\xad\xcf\x16I\xb1[\xe8`7\xdc\x01\xc1='), chr(0b1100100) + chr(101) + chr(0b1101 + 0o126) + chr(111) + '\x64' + chr(0b111111 + 0o46))('\165' + chr(116) + '\x66' + chr(473 - 428) + '\x38'))
elif ftfygxgFas5X(GxxcFi38ALnA) == nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(8973 - 8862) + '\x30', 8015 - 8007):
return (None, None)
if ftfygxgFas5X(roI3spqORKae(GxxcFi38ALnA, roI3spqORKae(ES5oEprVxulp(b'\x8f\xe0\xa9\xe7T\x15\xedn\x8eDg\xdb'), chr(0b110000 + 0o64) + chr(0b1100101) + '\143' + '\157' + chr(0b1001011 + 0o31) + chr(0b100011 + 0o102))(chr(0b1110101) + '\x74' + chr(0b1110 + 0o130) + chr(45) + chr(0b1011 + 0o55)))) == nzTpIcepk0o8(chr(0b110000) + chr(7562 - 7451) + chr(0b10 + 0o60), 8) and roI3spqORKae(GxxcFi38ALnA, roI3spqORKae(ES5oEprVxulp(b'\x8f\xe0\xa9\xe7T\x15\xedn\x8eDg\xdb'), chr(0b1010110 + 0o16) + chr(0b1100101) + chr(768 - 669) + chr(3201 - 3090) + chr(0b1100100) + chr(2239 - 2138))('\x75' + chr(116) + '\x66' + chr(0b101101) + chr(1712 - 1656)))[nzTpIcepk0o8(chr(0b110000) + '\157' + '\060', 8)] != nzTpIcepk0o8('\x30' + chr(111) + chr(51), 0o10):
GxxcFi38ALnA = GxxcFi38ALnA.hq6XE4_Nhd6R
if roI3spqORKae(GxxcFi38ALnA, roI3spqORKae(ES5oEprVxulp(b'\x8f\xe0\xa9\xe7T\x15\xedn\x8eDg\xdb'), '\x64' + chr(0b1001 + 0o134) + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(1041 - 940))(chr(9978 - 9861) + chr(7209 - 7093) + '\146' + '\055' + '\x38'))[nzTpIcepk0o8('\060' + '\x6f' + chr(1888 - 1840), 8)] != nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(2006 - 1955), 8):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\x82\xec\xaf\xd8\x01_\xac\x0f\xab|1\xc9\x10\xcd l0\xb8\xd1\x9b\x02g\xf8\x86U\xb9?R5\x8d\x98N\x99'), chr(100) + chr(0b1001110 + 0o27) + '\x63' + chr(0b1101111) + chr(0b1011100 + 0o10) + '\x65')('\x75' + '\164' + chr(102) + '\x2d' + '\070'))
if ftfygxgFas5X(roI3spqORKae(mpRHCKgMnohP, roI3spqORKae(ES5oEprVxulp(b'\x8f\xe0\xa9\xe7T\x15\xedn\x8eDg\xdb'), chr(8669 - 8569) + chr(0b1100101) + chr(0b101 + 0o136) + '\x6f' + chr(0b1100100) + chr(101))(chr(0b1110101) + '\164' + '\146' + chr(0b10000 + 0o35) + chr(56)))) == nzTpIcepk0o8(chr(399 - 351) + '\x6f' + chr(1536 - 1486), 8) and roI3spqORKae(mpRHCKgMnohP, roI3spqORKae(ES5oEprVxulp(b'\x8f\xe0\xa9\xe7T\x15\xedn\x8eDg\xdb'), '\144' + chr(101) + chr(0b1100011) + chr(6433 - 6322) + chr(0b11 + 0o141) + chr(0b10 + 0o143))(chr(0b1110101) + chr(116) + '\146' + chr(72 - 27) + '\x38'))[nzTpIcepk0o8('\060' + chr(11011 - 10900) + '\x30', 8)] not in (nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\062', 8), nzTpIcepk0o8(chr(48) + chr(111) + chr(942 - 891), 8)):
mpRHCKgMnohP = mpRHCKgMnohP.hq6XE4_Nhd6R
if roI3spqORKae(mpRHCKgMnohP, roI3spqORKae(ES5oEprVxulp(b'\x8f\xe0\xa9\xe7T\x15\xedn\x8eDg\xdb'), chr(2705 - 2605) + chr(101) + chr(0b111101 + 0o46) + chr(12151 - 12040) + '\x64' + '\x65')(chr(117) + chr(116) + chr(0b11111 + 0o107) + chr(498 - 453) + '\070'))[nzTpIcepk0o8(chr(0b110000) + chr(0b1101111 + 0o0) + '\060', 8)] not in (nzTpIcepk0o8('\060' + '\x6f' + chr(50), 8), nzTpIcepk0o8(chr(137 - 89) + chr(111) + chr(51), 8)):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\x82\xec\xaf\xd8\x01_\xac\x0f\xab|0\xcf\x15\xd7nh&\xfd\x93\x94\x03.\xea\x8fS\xae?\r\x10\xd9\x84H\x933\xb3`'), chr(2953 - 2853) + '\x65' + chr(0b1001011 + 0o30) + chr(0b110110 + 0o71) + chr(100) + chr(101))(chr(8459 - 8342) + chr(7714 - 7598) + chr(0b1100110) + chr(45) + '\070'))
if OG3SLSuytFrL is None:
OG3SLSuytFrL = mpRHCKgMnohP.lhbM092AFW8f[nzTpIcepk0o8('\x30' + '\x6f' + chr(48), 8)]
elif roI3spqORKae(mpRHCKgMnohP, roI3spqORKae(ES5oEprVxulp(b'\x8f\xe0\xa9\xe7T\x15\xedn\x8eDg\xdb'), chr(0b111110 + 0o46) + '\145' + chr(0b1100011) + '\157' + chr(0b1100100) + chr(0b1011110 + 0o7))('\x75' + chr(0b1110100) + '\146' + chr(0b101100 + 0o1) + chr(2103 - 2047)))[nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(0b1010110 + 0o31) + chr(0b110000), 8)] != OG3SLSuytFrL:
if OG3SLSuytFrL == nzTpIcepk0o8(chr(1488 - 1440) + chr(111) + chr(1776 - 1726), 8):
mpRHCKgMnohP = mpRHCKgMnohP[:nzTpIcepk0o8('\060' + chr(0b1101111) + '\x32', 8)]
else:
if EE4YQNLOwx18 is None:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\x82\xec\xaf\xd8\x01_\xac\x0f\xacr+\xdcQ\xc9;z \xb8\xd1\x9fFt\xda'), chr(100) + chr(101) + chr(0b1100011) + chr(111) + '\144' + '\145')(chr(117) + chr(0b1001111 + 0o45) + chr(102) + '\055' + chr(58 - 2)))
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\x8a\xfb\x94\xd9\x10^'), chr(0b111100 + 0o50) + chr(0b1100101) + '\x63' + '\157' + chr(0b1000111 + 0o35) + chr(0b1001 + 0o134))(chr(0b1011100 + 0o31) + '\164' + '\146' + chr(0b10001 + 0o34) + '\x38'))(EE4YQNLOwx18):
EE4YQNLOwx18 = EE4YQNLOwx18.Xn8ENWMZdIRt()
if EE4YQNLOwx18 == roI3spqORKae(ES5oEprVxulp(b'\x93\xe1\xaa\xc6'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))('\165' + chr(0b1110100) + '\x66' + chr(0b101101) + chr(0b111000)):
EE4YQNLOwx18 = nzTpIcepk0o8(chr(0b10100 + 0o34) + '\157' + chr(1545 - 1496), 8)
elif EE4YQNLOwx18 == roI3spqORKae(ES5oEprVxulp(b'\x94\xe0\xa2\xde\x01'), '\x64' + '\x65' + chr(0b1100011) + chr(111) + '\x64' + chr(8998 - 8897))(chr(0b1110101) + '\x74' + chr(0b111111 + 0o47) + chr(45) + chr(0b101111 + 0o11)):
EE4YQNLOwx18 = nzTpIcepk0o8(chr(48) + '\157' + chr(48), 8)
elif EE4YQNLOwx18 in (roI3spqORKae(ES5oEprVxulp(b'\x8e\xe1\xaf\xcd\x16M\xa6'), '\x64' + chr(0b1001000 + 0o35) + '\143' + chr(111) + chr(100) + '\145')('\165' + chr(116) + chr(0b1100110) + '\055' + '\x38'), roI3spqORKae(ES5oEprVxulp(b'\x8e\xe1\xaf'), chr(0b1100100) + '\x65' + '\143' + chr(111) + chr(9433 - 9333) + chr(3816 - 3715))(chr(0b1110101) + chr(2757 - 2641) + chr(0b1100110) + chr(0b10011 + 0o32) + '\070'), roI3spqORKae(ES5oEprVxulp(b'\x8e\xe1\xaf\xce\x08I'), chr(0b1000100 + 0o40) + chr(101) + chr(99) + '\157' + chr(2749 - 2649) + '\145')(chr(0b110000 + 0o105) + '\x74' + chr(0b1100110) + chr(0b101101) + '\x38')):
EE4YQNLOwx18 = 0.5
else:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b"\x96\xe6\xb9\xcf\x07C\xb8A\xa1i:\xd9Q\xd7;{2\xf9\xd0\x9fF)\xff\x8aS\xe6?\x1a'"), chr(2108 - 2008) + '\145' + chr(0b111111 + 0o44) + chr(4265 - 4154) + chr(0b1100010 + 0o2) + chr(0b1100101))('\165' + '\x74' + '\146' + '\055' + '\070') % EE4YQNLOwx18)
if not roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\x8a\xfb\x94\xd8\x01M\xb3'), '\x64' + chr(101) + '\143' + chr(9951 - 9840) + chr(0b1011001 + 0o13) + chr(0b1100101))('\x75' + chr(116) + chr(102) + '\x2d' + chr(2669 - 2613)))(EE4YQNLOwx18) or EE4YQNLOwx18 < nzTpIcepk0o8(chr(2000 - 1952) + '\x6f' + chr(48), 8) or EE4YQNLOwx18 > nzTpIcepk0o8(chr(0b100000 + 0o20) + chr(111) + '\x31', 8):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\x90\xfd\xb9\xcc\x05O\xba\x0f\xa5f,\xc9Q\xc6+)5\xb8\xc1\x9f\x07+\xbe\x89C\xb1}Z&\xd9\x83I\xc1H\xb0\x08\xf0\xfe'), '\x64' + '\x65' + chr(1856 - 1757) + '\157' + '\144' + chr(101))(chr(117) + chr(0b1110100) + chr(0b1100 + 0o132) + chr(0b10110 + 0o27) + '\x38'))
mpRHCKgMnohP = nDF4gVNx0u9Q.vstack((mpRHCKgMnohP, nDF4gVNx0u9Q.FQnMqH8X9LID((nzTpIcepk0o8('\x30' + '\x6f' + chr(2175 - 2126), 8), mpRHCKgMnohP.lhbM092AFW8f[nzTpIcepk0o8('\060' + chr(0b1011111 + 0o20) + chr(0b11101 + 0o24), 8)]), EE4YQNLOwx18)))
if yEZhjWq_kTvW:
if roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x8c\xeb\xa7\xe9\\h\x93E\x89L3\xeb'), chr(0b100111 + 0o75) + '\145' + chr(99) + chr(0b1101111) + chr(0b1100000 + 0o4) + chr(0b100 + 0o141))(chr(117) + '\x74' + chr(3432 - 3330) + '\x2d' + chr(0b111000)))(roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x8f\xe7\xac\xc3\x07M\xb3p\xa6|+'), chr(0b1100100) + '\x65' + chr(3412 - 3313) + chr(9683 - 9572) + chr(942 - 842) + chr(0b1100101))(chr(0b1110101) + '\164' + chr(102) + '\x2d' + '\x38'))(roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xa2\xdf\xb3\xda3\\\x98X\xb0Fn\x88'), '\x64' + chr(7006 - 6905) + '\143' + chr(0b11001 + 0o126) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(0b101101) + '\070'))(mpRHCKgMnohP))) > nzTpIcepk0o8('\060' + chr(0b1100111 + 0o10) + chr(1641 - 1593), 8):
sm7_CLmeWGR7 = nDF4gVNx0u9Q.xWH4M7K6Qbd3(nDF4gVNx0u9Q.logical_not(nDF4gVNx0u9Q.AWxpWpGwxU15(mpRHCKgMnohP)))
if ftfygxgFas5X(sm7_CLmeWGR7[nzTpIcepk0o8('\x30' + '\x6f' + chr(189 - 141), 8)]) > nzTpIcepk0o8(chr(0b110000) + chr(6704 - 6593) + '\x31' + chr(0b10010 + 0o40), ord("\x08")):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\x82\xec\xaf\xd8\x01_\xac\x0f\xab|1\xc9\x10\xcd zt\xbd\xd7\xda\x08(\xf0\xcaP\xb5qV \x9c\xcaD\x8e|\xf2@\xb2'), chr(0b10011 + 0o121) + '\145' + '\x63' + '\157' + chr(1164 - 1064) + chr(1794 - 1693))('\x75' + '\164' + chr(0b110111 + 0o57) + '\055' + chr(0b111000)) % ftfygxgFas5X(sm7_CLmeWGR7[nzTpIcepk0o8('\060' + chr(111) + '\x30', 8)]))
else:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\x82\xec\xaf\xd8\x01_\xac\x0f\xab|1\xc9\x10\xcd zt\xbd\xd7\xda\x08(\xf0\xcaP\xb5qV \x9c\xcaD\x8e|\xf2@\xb2\x83\x05\x0f\x90\xa1'), '\x64' + chr(0b1100101) + '\143' + chr(111) + chr(0b1001101 + 0o27) + '\x65')(chr(0b1110101) + chr(116) + chr(0b1100110) + '\x2d' + chr(56)) % (ftfygxgFas5X(sm7_CLmeWGR7), sm7_CLmeWGR7))
if roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x8c\xeb\xa7\xe9\\h\x93E\x89L3\xeb'), '\144' + chr(0b10010 + 0o123) + chr(5186 - 5087) + chr(0b1010100 + 0o33) + chr(0b1100100) + chr(101))(chr(0b1001 + 0o154) + '\x74' + chr(6851 - 6749) + chr(0b10100 + 0o31) + chr(56)))(roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x8f\xe7\xac\xc3\x07M\xb3p\xa6|+'), chr(100) + chr(3765 - 3664) + '\x63' + chr(0b1010110 + 0o31) + '\x64' + '\x65')('\165' + chr(116) + '\x66' + chr(0b0 + 0o55) + chr(663 - 607)))(roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xa2\xdf\xb3\xda3\\\x98X\xb0Fn\x88'), chr(6951 - 6851) + '\145' + chr(5391 - 5292) + '\157' + '\144' + chr(101))(chr(0b1110101) + chr(1904 - 1788) + chr(102) + '\055' + chr(0b1111 + 0o51)))(GxxcFi38ALnA))) > nzTpIcepk0o8(chr(48) + '\157' + '\x30', 8):
sm7_CLmeWGR7 = nDF4gVNx0u9Q.xWH4M7K6Qbd3(nDF4gVNx0u9Q.logical_not(nDF4gVNx0u9Q.AWxpWpGwxU15(GxxcFi38ALnA)))
if ftfygxgFas5X(sm7_CLmeWGR7[nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110000), 8)]) > nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001) + '\062', 8):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\x82\xec\xaf\xd8\x01_\xac\x0f\xab|1\xc9\x10\xcd zt\xbd\xd7\xda\x08(\xf0\xcaP\xb5qV \x9c\xcaA\x80p\xe5W'), chr(100) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(3577 - 3477) + chr(7150 - 7049))(chr(0b1110101) + chr(413 - 297) + chr(0b1001001 + 0o35) + chr(0b101001 + 0o4) + '\070') % ftfygxgFas5X(sm7_CLmeWGR7[nzTpIcepk0o8('\x30' + '\157' + chr(0b110000), 8)]))
else:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\x82\xec\xaf\xd8\x01_\xac\x0f\xab|1\xc9\x10\xcd zt\xbd\xd7\xda\x08(\xf0\xcaP\xb5qV \x9c\xcaA\x80p\xe5W\xe1\x8b\x08Y\xca'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(4253 - 4142) + '\x64' + chr(4076 - 3975))(chr(0b1101101 + 0o10) + chr(5637 - 5521) + '\146' + chr(45) + chr(0b111000)) % (ftfygxgFas5X(sm7_CLmeWGR7[nzTpIcepk0o8(chr(1112 - 1064) + chr(111) + '\060', 8)]), sm7_CLmeWGR7))
return (GxxcFi38ALnA, mpRHCKgMnohP) |
noahbenson/neuropythy | neuropythy/util/core.py | check_sparsity | def check_sparsity(x, fraction=0.6):
'''
check_sparsity(x) yields either x or an array equivalent to x with a different sparsity based on
a heuristic: if x is a sparse array with more than 60% of its elements specified, it is made
dense; otherwise, it is left alone.
The optional argument fraction (default 0.6) specifies the fraction of elements that must be
specified in the array for it to be un-sparsified.
'''
if not sps.issparse(x): return x
n = numel(x)
if n == 0: return x
if len(x.data) / float(x) > 0.6: return x.toarray()
else: return x | python | def check_sparsity(x, fraction=0.6):
'''
check_sparsity(x) yields either x or an array equivalent to x with a different sparsity based on
a heuristic: if x is a sparse array with more than 60% of its elements specified, it is made
dense; otherwise, it is left alone.
The optional argument fraction (default 0.6) specifies the fraction of elements that must be
specified in the array for it to be un-sparsified.
'''
if not sps.issparse(x): return x
n = numel(x)
if n == 0: return x
if len(x.data) / float(x) > 0.6: return x.toarray()
else: return x | [
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L525-L538 | train | check_sparsity yields either x or an array equivalent to x with a different sparsity based on the heuristic. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + chr(0b1010010 + 0o35) + '\x33' + chr(0b110001) + '\x37', ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(49) + chr(0b110011) + chr(52), 59708 - 59700), nzTpIcepk0o8(chr(1503 - 1455) + '\157' + chr(0b110010 + 0o1) + chr(0b110010) + '\x36', 25547 - 25539), nzTpIcepk0o8(chr(48) + chr(5050 - 4939) + '\061' + '\x36' + chr(0b110010), 0o10), nzTpIcepk0o8(chr(1981 - 1933) + chr(0b1101111) + chr(0b110011) + chr(1068 - 1016) + '\062', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + '\x31' + '\x31', 54910 - 54902), nzTpIcepk0o8(chr(1229 - 1181) + chr(11879 - 11768) + chr(0b1000 + 0o51) + chr(0b10110 + 0o34) + '\x37', 34164 - 34156), nzTpIcepk0o8('\060' + chr(111) + chr(0b110100) + chr(495 - 447), 0b1000), nzTpIcepk0o8('\060' + chr(0b1000000 + 0o57) + '\x33' + chr(0b100 + 0o60) + chr(54), ord("\x08")), nzTpIcepk0o8(chr(2292 - 2244) + '\x6f' + chr(0b1110 + 0o44) + chr(1027 - 976) + chr(0b110110), 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(0b101100 + 0o6) + chr(0b110 + 0o56) + '\060', 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b10001 + 0o43), 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(0b101101 + 0o6) + chr(0b110011) + chr(0b110100), 0o10), nzTpIcepk0o8(chr(48) + chr(10207 - 10096) + chr(54) + '\x30', 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(2297 - 2248) + chr(0b11100 + 0o32) + chr(48), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(424 - 372) + '\x37', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\062' + chr(48) + chr(0b101001 + 0o14), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x33' + chr(49) + '\067', 8), nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(0b1100 + 0o143) + '\063' + chr(51) + '\064', 8), nzTpIcepk0o8(chr(340 - 292) + chr(111) + chr(0b110001) + '\064' + chr(55), 0b1000), nzTpIcepk0o8('\x30' + chr(6896 - 6785) + chr(0b110011) + chr(0b110000) + chr(0b110110), 31453 - 31445), nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(0b1101111) + chr(49) + chr(55) + chr(50), 0o10), nzTpIcepk0o8('\x30' + chr(0b11011 + 0o124) + chr(0b110010) + chr(365 - 316) + chr(0b101111 + 0o7), 0o10), nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(0b1101101 + 0o2) + chr(0b100000 + 0o24) + chr(1325 - 1270), 8), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110001) + chr(50) + chr(186 - 135), 0o10), nzTpIcepk0o8('\060' + chr(1149 - 1038) + '\x31' + chr(53) + chr(1120 - 1070), 18205 - 18197), nzTpIcepk0o8('\x30' + chr(8816 - 8705) + '\063' + '\063' + chr(0b110000), 2597 - 2589), nzTpIcepk0o8('\060' + chr(111) + chr(0b10 + 0o61) + chr(2251 - 2196), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\063' + chr(54), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(54), 0o10), nzTpIcepk0o8('\x30' + chr(1159 - 1048) + chr(927 - 876) + chr(55) + '\063', 0o10), nzTpIcepk0o8('\060' + chr(1191 - 1080) + chr(0b110011) + '\x35' + chr(0b110100), 24799 - 24791), nzTpIcepk0o8(chr(0b10100 + 0o34) + chr(0b1100011 + 0o14) + '\064' + chr(677 - 625), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b110100 + 0o73) + '\062' + chr(50) + chr(0b1110 + 0o42), 0b1000), nzTpIcepk0o8(chr(48) + chr(11533 - 11422) + chr(0b110001) + chr(0b110000 + 0o4) + chr(717 - 662), 8), nzTpIcepk0o8(chr(48) + chr(5825 - 5714) + chr(0b10111 + 0o32) + '\x36' + '\061', 49253 - 49245), nzTpIcepk0o8('\060' + chr(3114 - 3003) + chr(0b110101) + chr(54), ord("\x08")), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(111) + chr(0b1010 + 0o47) + chr(0b10000 + 0o43) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(2803 - 2692) + chr(1173 - 1122) + chr(760 - 706) + '\x32', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(49) + chr(0b110110) + '\x35', ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + '\157' + chr(53) + '\060', 10392 - 10384)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xe1'), '\x64' + '\145' + '\143' + chr(0b1000111 + 0o50) + chr(5436 - 5336) + chr(101))(chr(117) + chr(116) + '\x66' + '\055' + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def RbFaaP8zHDwD(bI5jsQ9OkQtj, HVxQHf7zaLTN=0.6):
if not roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'\xa6/\xa5\x02\x83{$E'), '\144' + '\x65' + chr(0b1100011) + chr(8917 - 8806) + '\144' + chr(101))(chr(0b1110101) + chr(5681 - 5565) + '\146' + '\x2d' + chr(0b111000)))(bI5jsQ9OkQtj):
return bI5jsQ9OkQtj
NoZxuO7wjArS = r6M1yrZhdBHI(bI5jsQ9OkQtj)
if NoZxuO7wjArS == nzTpIcepk0o8('\x30' + chr(111) + chr(48), ord("\x08")):
return bI5jsQ9OkQtj
if ftfygxgFas5X(roI3spqORKae(bI5jsQ9OkQtj, roI3spqORKae(ES5oEprVxulp(b'\x89:\x9d=\xb6a3P\x89\xda\xf4f'), chr(8991 - 8891) + '\x65' + chr(7344 - 7245) + chr(111) + chr(5667 - 5567) + chr(5699 - 5598))(chr(0b1110101) + '\164' + '\146' + chr(1433 - 1388) + '\070'))) / jLW6pRf2DSRk(bI5jsQ9OkQtj) > 0.6:
return roI3spqORKae(bI5jsQ9OkQtj, roI3spqORKae(ES5oEprVxulp(b'\xbb3\xb7\x00\x90h.'), chr(100) + '\145' + chr(0b110101 + 0o56) + '\x6f' + chr(7584 - 7484) + chr(0b1100000 + 0o5))('\x75' + '\164' + chr(0b1000000 + 0o46) + chr(0b111 + 0o46) + chr(56)))()
else:
return bI5jsQ9OkQtj |
noahbenson/neuropythy | neuropythy/util/core.py | unbroadcast | def unbroadcast(a, b):
'''
unbroadcast(a, b) yields a tuple (aa, bb) that is equivalent to (a, b) except that aa and bb
have been reshaped such that arithmetic numpy operations such as aa * bb will result in
row-wise operation instead of column-wise broadcasting.
'''
# they could be sparse:
spa = sps.issparse(a)
spb = sps.issparse(b)
if spa and spb: return (a,b)
elif spa or spb:
def fix(sp,nm):
nm = np.asarray(nm)
dnm = len(nm.shape)
nnm = np.prod(nm.shape)
# if we have (sparse matrix) * (high-dim array), unbroadcast the dense array
if dnm == 0: return (sp, np.reshape(nm, (1, 1)))
elif dnm == 1: return (sp, np.reshape(nm, (nnm, 1)))
elif dnm == 2: return (sp, nm)
else: return unbroadcast(sp.toarray(), nm)
return fix(a, b) if spa else tuple(reversed(fix(b, a)))
# okay, no sparse matrices found:
a = np.asarray(a)
b = np.asarray(b)
da = len(a.shape)
db = len(b.shape)
if da > db: return (a, np.reshape(b, b.shape + tuple(np.ones(da-db, dtype=np.int))))
elif da < db: return (np.reshape(a, a.shape + tuple(np.ones(db-da, dtype=np.int))), b)
else: return (a, b) | python | def unbroadcast(a, b):
'''
unbroadcast(a, b) yields a tuple (aa, bb) that is equivalent to (a, b) except that aa and bb
have been reshaped such that arithmetic numpy operations such as aa * bb will result in
row-wise operation instead of column-wise broadcasting.
'''
# they could be sparse:
spa = sps.issparse(a)
spb = sps.issparse(b)
if spa and spb: return (a,b)
elif spa or spb:
def fix(sp,nm):
nm = np.asarray(nm)
dnm = len(nm.shape)
nnm = np.prod(nm.shape)
# if we have (sparse matrix) * (high-dim array), unbroadcast the dense array
if dnm == 0: return (sp, np.reshape(nm, (1, 1)))
elif dnm == 1: return (sp, np.reshape(nm, (nnm, 1)))
elif dnm == 2: return (sp, nm)
else: return unbroadcast(sp.toarray(), nm)
return fix(a, b) if spa else tuple(reversed(fix(b, a)))
# okay, no sparse matrices found:
a = np.asarray(a)
b = np.asarray(b)
da = len(a.shape)
db = len(b.shape)
if da > db: return (a, np.reshape(b, b.shape + tuple(np.ones(da-db, dtype=np.int))))
elif da < db: return (np.reshape(a, a.shape + tuple(np.ones(db-da, dtype=np.int))), b)
else: return (a, b) | [
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"arithmetic",
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"operations",... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L539-L567 | train | Unbroadcasts two array - like objects. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b101100 + 0o4) + '\x6f' + '\062' + chr(0b110 + 0o57) + chr(0b100111 + 0o17), 0b1000), nzTpIcepk0o8(chr(1158 - 1110) + chr(0b1101111) + chr(49) + '\x31' + '\x32', 0o10), nzTpIcepk0o8(chr(413 - 365) + chr(515 - 404) + '\066' + chr(768 - 720), 3545 - 3537), nzTpIcepk0o8(chr(0b110000) + chr(7471 - 7360) + chr(531 - 480) + chr(0b11100 + 0o26), 0b1000), nzTpIcepk0o8(chr(1623 - 1575) + '\157' + chr(0b100010 + 0o21) + '\x33' + chr(688 - 640), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(50) + chr(1799 - 1744) + '\x32', 0b1000), nzTpIcepk0o8(chr(993 - 945) + chr(6955 - 6844) + chr(0b10100 + 0o36) + '\x30' + chr(49), 0o10), nzTpIcepk0o8(chr(502 - 454) + chr(111) + '\x31' + chr(53) + '\x32', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\063' + '\x30' + chr(2433 - 2383), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110010) + '\x37' + '\067', 35888 - 35880), nzTpIcepk0o8(chr(48) + '\x6f' + chr(55) + chr(0b11001 + 0o30), 0b1000), nzTpIcepk0o8(chr(0b100000 + 0o20) + chr(961 - 850) + '\061' + chr(168 - 119) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(1962 - 1851) + '\x33' + '\063', 27857 - 27849), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001) + chr(762 - 710) + '\x30', 0o10), nzTpIcepk0o8(chr(0b10001 + 0o37) + '\x6f' + chr(52), 34491 - 34483), nzTpIcepk0o8('\060' + chr(0b111011 + 0o64) + chr(0b11100 + 0o25) + chr(1284 - 1232) + chr(0b10100 + 0o43), 0b1000), nzTpIcepk0o8(chr(48) + chr(4258 - 4147) + chr(0b110001) + chr(0b110111) + chr(0b110001), 52713 - 52705), nzTpIcepk0o8(chr(2045 - 1997) + chr(111) + '\x32' + '\067', 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110010) + chr(48) + '\065', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + '\062' + chr(54) + '\x30', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b101 + 0o55) + '\060' + '\x36', ord("\x08")), nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(111) + chr(0b110001) + '\x36' + chr(55), 26335 - 26327), nzTpIcepk0o8(chr(48) + chr(0b1000100 + 0o53) + chr(49) + chr(234 - 184) + '\x35', 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\063' + chr(0b110011) + chr(0b100111 + 0o11), 8), nzTpIcepk0o8('\x30' + '\157' + chr(0b101100 + 0o12) + chr(0b1010 + 0o55), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110011) + chr(0b110011) + '\x33', 0b1000), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(0b10 + 0o155) + chr(49) + chr(595 - 542), 10339 - 10331), nzTpIcepk0o8(chr(0b10 + 0o56) + '\157' + chr(49) + '\x35' + chr(1661 - 1612), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110001) + chr(1004 - 952) + chr(48), 8), nzTpIcepk0o8(chr(0b11101 + 0o23) + '\157' + chr(51) + chr(0b110001), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b101111 + 0o4) + chr(0b110101) + '\x30', 52302 - 52294), nzTpIcepk0o8(chr(48) + '\157' + chr(0b10011 + 0o37) + chr(0b100001 + 0o21) + '\064', 41559 - 41551), nzTpIcepk0o8('\060' + '\x6f' + chr(0b0 + 0o62) + '\067' + chr(50), 8), nzTpIcepk0o8('\060' + '\x6f' + chr(0b11011 + 0o30) + '\062' + chr(0b110011), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110011) + chr(0b11010 + 0o26) + '\061', 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110101) + '\065', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x32' + '\x37' + chr(50), 8), nzTpIcepk0o8(chr(48) + '\x6f' + chr(51) + '\066' + chr(2546 - 2491), 0o10), nzTpIcepk0o8('\060' + chr(0b10001 + 0o136) + chr(51) + '\x31' + chr(1094 - 1046), 0o10), nzTpIcepk0o8(chr(1947 - 1899) + chr(4082 - 3971) + chr(0b110110) + chr(2132 - 2079), 39529 - 39521)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(0b1011001 + 0o26) + chr(0b110101) + chr(48), 22013 - 22005)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x80'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(11093 - 10982) + chr(2504 - 2404) + chr(0b111110 + 0o47))('\165' + chr(7783 - 7667) + chr(5719 - 5617) + chr(0b100100 + 0o11) + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def nXkJv7F4YPxm(AQ9ceR9AaoT1, xFDEVQn5qSdh):
VvHaLny2ANv1 = KMn4iTJEAO1P.issparse(AQ9ceR9AaoT1)
ETGmJR6osfDP = KMn4iTJEAO1P.issparse(xFDEVQn5qSdh)
if VvHaLny2ANv1 and ETGmJR6osfDP:
return (AQ9ceR9AaoT1, xFDEVQn5qSdh)
elif VvHaLny2ANv1 or ETGmJR6osfDP:
def caoQ1dkAfyIi(JprLHFcL8aB0, p06CG6wGLjN1):
p06CG6wGLjN1 = nDF4gVNx0u9Q.asarray(p06CG6wGLjN1)
C62Y8cCQxXpY = ftfygxgFas5X(p06CG6wGLjN1.lhbM092AFW8f)
OBhNY6sDi4SQ = nDF4gVNx0u9Q.prod(p06CG6wGLjN1.lhbM092AFW8f)
if C62Y8cCQxXpY == nzTpIcepk0o8(chr(48) + chr(111) + chr(48), ord("\x08")):
return (JprLHFcL8aB0, roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xdc/Cr\xb9\xca\xe4'), '\x64' + '\145' + '\x63' + '\157' + chr(100) + chr(101))(chr(117) + chr(0b1110100) + '\x66' + chr(0b101101) + chr(56)))(p06CG6wGLjN1, (nzTpIcepk0o8(chr(1529 - 1481) + chr(111) + chr(585 - 536), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(150 - 101), 8))))
elif C62Y8cCQxXpY == nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(111) + chr(0b100001 + 0o20), 8):
return (JprLHFcL8aB0, roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xdc/Cr\xb9\xca\xe4'), '\144' + chr(4567 - 4466) + chr(0b1010111 + 0o14) + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(116) + chr(7939 - 7837) + chr(866 - 821) + chr(0b100111 + 0o21)))(p06CG6wGLjN1, (OBhNY6sDi4SQ, nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(3793 - 3682) + chr(0b110001), 8))))
elif C62Y8cCQxXpY == nzTpIcepk0o8(chr(48) + '\157' + '\x32', ord("\x08")):
return (JprLHFcL8aB0, p06CG6wGLjN1)
else:
return nXkJv7F4YPxm(roI3spqORKae(JprLHFcL8aB0, roI3spqORKae(ES5oEprVxulp(b'\xda%Qh\xaa\xdb\xf8'), '\144' + chr(101) + chr(99) + chr(0b1101111) + '\144' + chr(10073 - 9972))('\165' + chr(6601 - 6485) + chr(102) + '\055' + '\070'))(), p06CG6wGLjN1)
return caoQ1dkAfyIi(AQ9ceR9AaoT1, xFDEVQn5qSdh) if VvHaLny2ANv1 else nfNqtJL5aRaY(DoS4vLAglV8A(caoQ1dkAfyIi(xFDEVQn5qSdh, AQ9ceR9AaoT1)))
AQ9ceR9AaoT1 = nDF4gVNx0u9Q.asarray(AQ9ceR9AaoT1)
xFDEVQn5qSdh = nDF4gVNx0u9Q.asarray(xFDEVQn5qSdh)
Its5CIETZMgN = ftfygxgFas5X(AQ9ceR9AaoT1.lhbM092AFW8f)
HW7Cf8GRrz2A = ftfygxgFas5X(xFDEVQn5qSdh.lhbM092AFW8f)
if Its5CIETZMgN > HW7Cf8GRrz2A:
return (AQ9ceR9AaoT1, roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xdc/Cr\xb9\xca\xe4'), chr(0b1100100) + '\x65' + chr(99) + chr(0b101101 + 0o102) + chr(0b1100100) + chr(0b101 + 0o140))(chr(0b101000 + 0o115) + chr(8032 - 7916) + chr(0b1010011 + 0o23) + chr(433 - 388) + chr(0b100100 + 0o24)))(xFDEVQn5qSdh, roI3spqORKae(xFDEVQn5qSdh, roI3spqORKae(ES5oEprVxulp(b'\xc2"RW\xe8\x83\xb3+\x84\xe8\x01-'), chr(0b1100100) + chr(101) + '\x63' + '\157' + chr(0b1100100) + '\145')(chr(2825 - 2708) + chr(116) + '\x66' + chr(0b101101) + chr(0b1111 + 0o51))) + nfNqtJL5aRaY(roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xdc\x13`q\x82\x82\xdeX\x86\x8faz'), '\144' + chr(101) + chr(7293 - 7194) + chr(0b11010 + 0o125) + chr(2854 - 2754) + '\145')('\165' + '\x74' + chr(102) + chr(0b101101) + '\070'))(Its5CIETZMgN - HW7Cf8GRrz2A, dtype=roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xc00dj\x91\xd9\xe4\x1a\xa9\x8fVs'), '\x64' + chr(0b10000 + 0o125) + chr(0b1011100 + 0o7) + '\157' + chr(100) + chr(101))(chr(0b1110101) + chr(0b1110100) + '\146' + chr(45) + chr(0b101001 + 0o17)))))))
elif Its5CIETZMgN < HW7Cf8GRrz2A:
return (roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xdc/Cr\xb9\xca\xe4'), chr(1589 - 1489) + '\145' + '\143' + chr(0b1101111) + chr(5796 - 5696) + chr(0b10100 + 0o121))(chr(0b1110101) + chr(0b1110100) + chr(0b0 + 0o146) + '\055' + chr(56)))(AQ9ceR9AaoT1, roI3spqORKae(AQ9ceR9AaoT1, roI3spqORKae(ES5oEprVxulp(b'\xc2"RW\xe8\x83\xb3+\x84\xe8\x01-'), chr(100) + chr(0b1011010 + 0o13) + '\x63' + chr(11160 - 11049) + chr(100) + '\145')(chr(0b1011010 + 0o33) + chr(7112 - 6996) + chr(0b1100110) + '\055' + chr(0b1010 + 0o56))) + nfNqtJL5aRaY(roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xdc\x13`q\x82\x82\xdeX\x86\x8faz'), chr(3637 - 3537) + chr(0b1100010 + 0o3) + '\143' + chr(111) + '\144' + chr(4416 - 4315))(chr(117) + chr(116) + chr(0b1011110 + 0o10) + '\055' + chr(56)))(HW7Cf8GRrz2A - Its5CIETZMgN, dtype=roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xc00dj\x91\xd9\xe4\x1a\xa9\x8fVs'), chr(0b1001011 + 0o31) + chr(4352 - 4251) + '\x63' + '\x6f' + chr(4028 - 3928) + chr(1061 - 960))('\165' + '\x74' + '\x66' + chr(0b101101) + chr(0b111000)))))), xFDEVQn5qSdh)
else:
return (AQ9ceR9AaoT1, xFDEVQn5qSdh) |
noahbenson/neuropythy | neuropythy/util/core.py | cplus | def cplus(*args):
'''
cplus(a, b...) returns the sum of all the values as a numpy array object. Like numpy's add
function or a+b syntax, plus will thread over the latest dimension possible.
Additionally, cplus works correctly with sparse arrays.
'''
n = len(args)
if n == 0: return np.asarray(0)
elif n == 1: return np.asarray(args[0])
elif n > 2: return reduce(plus, args)
(a,b) = args
if sps.issparse(a):
if not sps.issparse(b):
b = np.asarray(b)
if len(b.shape) == 0: b = np.reshape(b, (1,1))
elif sps.issparse(b):
a = np.asarray(a)
if len(a.shape) == 0: a = np.reshape(a, (1,1))
else:
a = np.asarray(a)
b = np.asarray(b)
return a + b | python | def cplus(*args):
'''
cplus(a, b...) returns the sum of all the values as a numpy array object. Like numpy's add
function or a+b syntax, plus will thread over the latest dimension possible.
Additionally, cplus works correctly with sparse arrays.
'''
n = len(args)
if n == 0: return np.asarray(0)
elif n == 1: return np.asarray(args[0])
elif n > 2: return reduce(plus, args)
(a,b) = args
if sps.issparse(a):
if not sps.issparse(b):
b = np.asarray(b)
if len(b.shape) == 0: b = np.reshape(b, (1,1))
elif sps.issparse(b):
a = np.asarray(a)
if len(a.shape) == 0: a = np.reshape(a, (1,1))
else:
a = np.asarray(a)
b = np.asarray(b)
return a + b | [
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Additionally, cplus works correctly with sparse arrays. | [
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L568-L590 | train | Returns the sum of all the values in a numpy array object. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(1575 - 1527) + chr(3944 - 3833) + '\065' + '\061', 40126 - 40118), nzTpIcepk0o8(chr(48) + '\157' + chr(51) + chr(0b110000) + chr(0b110000), 43836 - 43828), nzTpIcepk0o8('\060' + '\157' + chr(49) + chr(0b10111 + 0o37) + '\x33', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101000 + 0o7) + chr(2462 - 2412) + chr(0b110011) + chr(0b100110 + 0o16), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(2559 - 2508) + chr(0b110101) + chr(50), 35612 - 35604), nzTpIcepk0o8(chr(1220 - 1172) + '\157' + chr(55) + chr(55), ord("\x08")), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(111) + chr(1688 - 1637) + '\x33' + chr(0b110010 + 0o4), 51107 - 51099), nzTpIcepk0o8(chr(0b11100 + 0o24) + chr(1312 - 1201) + chr(51) + chr(0b110111) + chr(1140 - 1092), ord("\x08")), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(585 - 474) + '\x33' + chr(0b1111 + 0o41) + chr(0b111 + 0o51), 8), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(0b110 + 0o151) + '\x32' + chr(52) + chr(0b110110), 0o10), nzTpIcepk0o8(chr(1646 - 1598) + '\157' + chr(0b110101), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(0b110001 + 0o0) + '\067' + '\063', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(50) + chr(104 - 54), 20091 - 20083), nzTpIcepk0o8(chr(0b100 + 0o54) + chr(5000 - 4889) + '\x32' + chr(48) + '\x33', 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(55) + '\x33', 28186 - 28178), nzTpIcepk0o8(chr(0b100010 + 0o16) + '\157' + chr(0b110100) + chr(0b110101), 0o10), nzTpIcepk0o8(chr(1540 - 1492) + chr(1418 - 1307) + chr(0b10001 + 0o41) + chr(0b101001 + 0o12) + '\x30', 3288 - 3280), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(0b1100011 + 0o14) + chr(1101 - 1051) + '\x35' + chr(50), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(50) + chr(54) + chr(0b11 + 0o62), 0b1000), nzTpIcepk0o8('\x30' + chr(0b10010 + 0o135) + chr(1776 - 1725) + chr(0b110000) + chr(0b11101 + 0o23), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\061' + chr(1743 - 1688) + '\066', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x31' + chr(52) + chr(0b10011 + 0o40), ord("\x08")), nzTpIcepk0o8(chr(859 - 811) + '\157' + '\062' + chr(0b110100) + chr(2559 - 2504), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + '\062' + '\060' + '\062', 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\x31' + chr(1838 - 1790) + chr(701 - 650), ord("\x08")), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(0b101100 + 0o103) + '\x32' + '\064', 0o10), nzTpIcepk0o8('\x30' + chr(7776 - 7665) + chr(0b110010) + chr(0b110010) + '\067', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(1777 - 1725) + chr(0b110111), 41811 - 41803), nzTpIcepk0o8(chr(48) + chr(5522 - 5411) + chr(49) + chr(0b1010 + 0o54) + chr(0b1101 + 0o50), 0b1000), nzTpIcepk0o8(chr(0b10100 + 0o34) + chr(111) + chr(1910 - 1861) + '\x37' + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1010101 + 0o32) + '\061' + chr(0b110110) + '\063', 8), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(50) + chr(0b110101) + '\067', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b11001 + 0o126) + chr(0b100101 + 0o15) + chr(52), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b11101 + 0o25) + '\067' + chr(54), 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\x32' + chr(54) + chr(418 - 367), 0o10), nzTpIcepk0o8('\060' + chr(0b1011100 + 0o23) + '\062' + chr(1382 - 1332) + chr(48), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1011000 + 0o27) + '\062' + '\063' + '\065', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\061' + chr(0b110111), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(7316 - 7205) + chr(49) + chr(2340 - 2286) + chr(0b110010), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110010) + chr(53) + chr(49), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(111) + '\065' + '\x30', 48835 - 48827)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x07'), '\144' + chr(0b1100101) + chr(6081 - 5982) + '\x6f' + chr(100) + '\145')(chr(117) + chr(0b1000010 + 0o62) + chr(0b1100110) + '\055' + chr(194 - 138)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
(jYZAKYxMTtNT,) = (roI3spqORKae(rFFUeiYWzOhx(roI3spqORKae(ES5oEprVxulp(b'O\xb5\x1d\xff\x9eP\xb1\x94\xb3'), chr(8986 - 8886) + '\x65' + '\143' + '\157' + '\144' + '\145')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(0b10010 + 0o33) + chr(1611 - 1555)), roI3spqORKae(ES5oEprVxulp(b'[\xa5\x17\xe9\x89Z'), chr(6527 - 6427) + '\145' + '\x63' + chr(111) + chr(0b1100100) + chr(0b1100101))('\x75' + '\x74' + chr(4726 - 4624) + '\055' + chr(2372 - 2316))), roI3spqORKae(ES5oEprVxulp(b'[\xa5\x17\xe9\x89Z'), '\144' + chr(101) + chr(99) + '\157' + '\144' + '\x65')(chr(117) + '\164' + chr(0b1100000 + 0o6) + chr(0b101101) + chr(394 - 338))),)
def N1hGl6bVQobc(*eemPYp2vtTSr):
NoZxuO7wjArS = ftfygxgFas5X(eemPYp2vtTSr)
if NoZxuO7wjArS == nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110000), 24691 - 24683):
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'H\xb3\x12\xee\x98^\xa7'), chr(1309 - 1209) + '\x65' + '\x63' + chr(11679 - 11568) + chr(0b101 + 0o137) + chr(0b1011001 + 0o14))('\x75' + chr(116) + chr(102) + chr(0b101101) + '\070'))(nzTpIcepk0o8(chr(0b110000) + '\157' + chr(253 - 205), 8))
elif NoZxuO7wjArS == nzTpIcepk0o8(chr(1929 - 1881) + '\157' + '\x31', 0b1000):
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'H\xb3\x12\xee\x98^\xa7'), chr(0b1100100) + '\x65' + chr(0b1110 + 0o125) + '\x6f' + chr(8614 - 8514) + chr(2435 - 2334))(chr(0b1110101) + chr(116) + chr(0b1000101 + 0o41) + '\x2d' + chr(0b10100 + 0o44)))(eemPYp2vtTSr[nzTpIcepk0o8(chr(48) + chr(0b1001100 + 0o43) + '\060', 8)])
elif NoZxuO7wjArS > nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(0b1010000 + 0o37) + '\062', 0o10):
return jYZAKYxMTtNT(dyFm5xLo16nt, eemPYp2vtTSr)
(AQ9ceR9AaoT1, xFDEVQn5qSdh) = eemPYp2vtTSr
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'@\xb3\x00\xec\x8bM\xad\x9d'), chr(0b10 + 0o142) + chr(0b11001 + 0o114) + chr(99) + chr(0b1101111) + chr(0b110000 + 0o64) + chr(0b1100101))('\165' + chr(0b1110100) + chr(8147 - 8045) + chr(1276 - 1231) + chr(746 - 690)))(AQ9ceR9AaoT1):
if not roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'@\xb3\x00\xec\x8bM\xad\x9d'), chr(0b1100100) + chr(4904 - 4803) + chr(0b1100011) + '\x6f' + '\x64' + '\145')(chr(117) + chr(116) + '\146' + chr(0b100 + 0o51) + chr(0b10011 + 0o45)))(xFDEVQn5qSdh):
xFDEVQn5qSdh = nDF4gVNx0u9Q.asarray(xFDEVQn5qSdh)
if ftfygxgFas5X(roI3spqORKae(xFDEVQn5qSdh, roI3spqORKae(ES5oEprVxulp(b'E\xa8\x11\xd1\xda\x06\xec\xb9\x86\xf1=\x1d'), '\144' + '\145' + chr(3952 - 3853) + '\157' + chr(9874 - 9774) + '\145')('\165' + chr(0b11110 + 0o126) + '\146' + chr(0b1111 + 0o36) + chr(0b101101 + 0o13)))) == nzTpIcepk0o8(chr(1416 - 1368) + '\x6f' + '\x30', 8):
xFDEVQn5qSdh = nDF4gVNx0u9Q.reshape(xFDEVQn5qSdh, (nzTpIcepk0o8(chr(1226 - 1178) + chr(111) + chr(49), 8), nzTpIcepk0o8(chr(48) + '\x6f' + chr(49), 8)))
elif roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'@\xb3\x00\xec\x8bM\xad\x9d'), chr(0b10010 + 0o122) + chr(101) + '\143' + chr(111) + '\144' + chr(4699 - 4598))('\x75' + chr(116) + chr(102) + chr(45) + chr(0b110110 + 0o2)))(xFDEVQn5qSdh):
AQ9ceR9AaoT1 = nDF4gVNx0u9Q.asarray(AQ9ceR9AaoT1)
if ftfygxgFas5X(roI3spqORKae(AQ9ceR9AaoT1, roI3spqORKae(ES5oEprVxulp(b'E\xa8\x11\xd1\xda\x06\xec\xb9\x86\xf1=\x1d'), chr(100) + chr(101) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(2254 - 2153))('\x75' + chr(116) + chr(4176 - 4074) + '\055' + '\x38'))) == nzTpIcepk0o8('\x30' + chr(1983 - 1872) + '\x30', 8):
AQ9ceR9AaoT1 = nDF4gVNx0u9Q.reshape(AQ9ceR9AaoT1, (nzTpIcepk0o8(chr(2189 - 2141) + chr(0b1010101 + 0o32) + chr(884 - 835), 8), nzTpIcepk0o8(chr(0b101 + 0o53) + chr(0b111 + 0o150) + '\x31', 8)))
else:
AQ9ceR9AaoT1 = nDF4gVNx0u9Q.asarray(AQ9ceR9AaoT1)
xFDEVQn5qSdh = nDF4gVNx0u9Q.asarray(xFDEVQn5qSdh)
return AQ9ceR9AaoT1 + xFDEVQn5qSdh |
noahbenson/neuropythy | neuropythy/util/core.py | plus | def plus(*args):
'''
plus(a, b...) returns the sum of all the values as a numpy array object. Unlike numpy's add
function or a+b syntax, plus will thread over the earliest dimension possible; thus if a.shape
a.shape is (4,2) and b.shape is 4, plus(a,b) is a equivalent to
[ai+bi for (ai,bi) in zip(a,b)].
'''
n = len(args)
if n == 0: return np.asarray(0)
elif n == 1: return np.asarray(args[0])
elif n > 2: return reduce(plus, args)
(a,b) = unbroadcast(*args)
return a + b | python | def plus(*args):
'''
plus(a, b...) returns the sum of all the values as a numpy array object. Unlike numpy's add
function or a+b syntax, plus will thread over the earliest dimension possible; thus if a.shape
a.shape is (4,2) and b.shape is 4, plus(a,b) is a equivalent to
[ai+bi for (ai,bi) in zip(a,b)].
'''
n = len(args)
if n == 0: return np.asarray(0)
elif n == 1: return np.asarray(args[0])
elif n > 2: return reduce(plus, args)
(a,b) = unbroadcast(*args)
return a + b | [
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L591-L603 | train | A function that adds all the values in the given list as a numpy array object. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + chr(111) + chr(1057 - 1008) + chr(0b1100 + 0o53) + '\x32', 63310 - 63302), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\062' + chr(0b110101) + chr(0b11000 + 0o34), 0b1000), nzTpIcepk0o8('\x30' + chr(3661 - 3550) + '\061' + chr(52) + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(1223 - 1175) + chr(8338 - 8227) + '\063' + '\x31' + chr(0b110101), 0o10), nzTpIcepk0o8(chr(1122 - 1074) + '\x6f' + '\061' + '\x32' + '\060', 20869 - 20861), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b1011 + 0o50) + '\x31' + '\x33', 0o10), nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(0b1101111) + '\x34' + chr(50), 0o10), nzTpIcepk0o8(chr(733 - 685) + chr(2655 - 2544) + '\063', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(50) + chr(55), 0o10), nzTpIcepk0o8(chr(49 - 1) + chr(0b1000111 + 0o50) + chr(0b100000 + 0o22) + '\x33', 0b1000), nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(7932 - 7821) + chr(50) + chr(0b110010) + '\x30', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(531 - 480) + chr(0b10010 + 0o37), 0o10), nzTpIcepk0o8('\x30' + chr(0b1100011 + 0o14) + '\062' + chr(0b11011 + 0o33) + chr(52), 28455 - 28447), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b1011 + 0o50) + '\x34' + '\x37', ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\061' + chr(0b10001 + 0o43) + '\x35', 0o10), nzTpIcepk0o8('\060' + chr(11885 - 11774) + '\066' + '\065', 0o10), nzTpIcepk0o8('\060' + '\x6f' + '\061' + chr(50) + '\060', 8), nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(111) + chr(0b110011) + chr(975 - 926) + chr(0b1010 + 0o47), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110011) + chr(514 - 460) + chr(0b1111 + 0o41), ord("\x08")), nzTpIcepk0o8(chr(1876 - 1828) + chr(0b11110 + 0o121) + '\x33' + chr(0b100000 + 0o21) + '\062', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(51) + '\x30' + chr(0b101100 + 0o6), ord("\x08")), nzTpIcepk0o8(chr(527 - 479) + '\157' + chr(0b110011) + chr(2546 - 2494) + '\x31', 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(2297 - 2247) + chr(0b110110) + '\x36', 0o10), nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(111) + chr(0b101100 + 0o5) + '\x31' + '\064', 0o10), nzTpIcepk0o8(chr(0b10 + 0o56) + chr(10684 - 10573) + '\x31' + chr(0b110011) + chr(0b110110), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + '\066' + chr(0b110011), 6433 - 6425), nzTpIcepk0o8(chr(0b10011 + 0o35) + '\x6f' + chr(0b110010) + '\x37' + '\x30', 0o10), nzTpIcepk0o8('\x30' + chr(873 - 762) + '\x33' + chr(0b10001 + 0o37) + chr(0b101000 + 0o12), 8), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(6175 - 6064) + '\062' + chr(97 - 43) + '\x31', 31412 - 31404), nzTpIcepk0o8(chr(48) + '\x6f' + chr(49) + chr(54) + chr(0b110011), 18001 - 17993), nzTpIcepk0o8('\060' + chr(0b10010 + 0o135) + chr(49) + '\x31', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b100001 + 0o116) + chr(0b110010 + 0o1) + chr(51) + '\064', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(0b11101 + 0o24) + chr(51) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(2869 - 2758) + '\067' + chr(0b100 + 0o55), ord("\x08")), nzTpIcepk0o8(chr(2142 - 2094) + chr(7081 - 6970) + chr(50) + chr(0b100 + 0o60) + '\x34', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(49) + chr(51) + '\061', 0b1000), nzTpIcepk0o8(chr(0b11100 + 0o24) + chr(0b1101111) + '\x35' + chr(0b11011 + 0o33), 61318 - 61310), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(0b1101111) + chr(49) + '\x30' + chr(2838 - 2784), ord("\x08")), nzTpIcepk0o8('\060' + chr(7805 - 7694) + chr(0b11110 + 0o23) + chr(50) + '\060', 8), nzTpIcepk0o8('\x30' + chr(9595 - 9484) + '\x31' + chr(0b110010) + chr(1237 - 1187), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + chr(2349 - 2238) + '\x35' + chr(0b100101 + 0o13), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'T'), chr(0b1100100) + chr(101) + '\143' + chr(5476 - 5365) + chr(0b1100100) + '\x65')(chr(0b111001 + 0o74) + chr(3441 - 3325) + '\x66' + chr(0b110 + 0o47) + chr(0b110001 + 0o7)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
(jYZAKYxMTtNT,) = (roI3spqORKae(rFFUeiYWzOhx(roI3spqORKae(ES5oEprVxulp(b'\x1c\xd9\x0c\xae$\xa4Mod'), chr(0b1100100) + chr(101) + chr(0b1100011) + chr(9795 - 9684) + '\x64' + '\x65')('\x75' + chr(0b110001 + 0o103) + chr(0b1100110) + '\055' + chr(0b101 + 0o63)), roI3spqORKae(ES5oEprVxulp(b'\x08\xc9\x06\xb83\xae'), chr(100) + chr(0b1100101) + chr(99) + chr(111) + chr(100) + chr(5661 - 5560))(chr(0b1110101) + chr(6550 - 6434) + chr(102) + chr(0b101101) + '\x38')), roI3spqORKae(ES5oEprVxulp(b'\x08\xc9\x06\xb83\xae'), '\144' + '\x65' + chr(0b1010111 + 0o14) + chr(0b1101111) + '\144' + chr(101))('\x75' + chr(0b1110100) + chr(7436 - 7334) + '\055' + '\x38')),)
def dyFm5xLo16nt(*eemPYp2vtTSr):
NoZxuO7wjArS = ftfygxgFas5X(eemPYp2vtTSr)
if NoZxuO7wjArS == nzTpIcepk0o8(chr(0b110000) + chr(0b1001000 + 0o47) + chr(0b110000), 0b1000):
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x1b\xdf\x03\xbf"\xaa['), chr(100) + '\145' + chr(99) + chr(0b1101111) + chr(100) + '\145')(chr(0b10010 + 0o143) + chr(0b110101 + 0o77) + chr(0b110111 + 0o57) + chr(0b10001 + 0o34) + '\x38'))(nzTpIcepk0o8('\060' + chr(111) + chr(0b110000), 8))
elif NoZxuO7wjArS == nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x31', ord("\x08")):
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x1b\xdf\x03\xbf"\xaa['), chr(100) + '\145' + chr(2562 - 2463) + chr(0b1101010 + 0o5) + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(102) + chr(0b10000 + 0o35) + '\070'))(eemPYp2vtTSr[nzTpIcepk0o8('\060' + chr(111) + '\x30', 8)])
elif NoZxuO7wjArS > nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(111) + chr(0b110010), 0b1000):
return jYZAKYxMTtNT(dyFm5xLo16nt, eemPYp2vtTSr)
(AQ9ceR9AaoT1, xFDEVQn5qSdh) = nXkJv7F4YPxm(*eemPYp2vtTSr)
return AQ9ceR9AaoT1 + xFDEVQn5qSdh |
noahbenson/neuropythy | neuropythy/util/core.py | cminus | def cminus(a, b):
'''
cminus(a, b) returns the difference a - b as a numpy array object. Like numpy's subtract
function or a - b syntax, minus will thread over the latest dimension possible.
'''
# adding/subtracting a constant to/from a sparse array is an error...
spa = sps.issparse(a)
spb = sps.issparse(b)
if not spa: a = np.asarray(a)
if not spb: b = np.asarray(b)
if spa: b = np.reshape(b, (1,1)) if len(np.shape(b)) == 0 else b
elif spb: a = np.reshape(a, (1,1)) if len(np.shape(a)) == 0 else a
return a - b | python | def cminus(a, b):
'''
cminus(a, b) returns the difference a - b as a numpy array object. Like numpy's subtract
function or a - b syntax, minus will thread over the latest dimension possible.
'''
# adding/subtracting a constant to/from a sparse array is an error...
spa = sps.issparse(a)
spb = sps.issparse(b)
if not spa: a = np.asarray(a)
if not spb: b = np.asarray(b)
if spa: b = np.reshape(b, (1,1)) if len(np.shape(b)) == 0 else b
elif spb: a = np.reshape(a, (1,1)) if len(np.shape(a)) == 0 else a
return a - b | [
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L604-L616 | train | Returns the difference a - b as a numpy array object. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + '\157' + chr(49) + chr(54), 27945 - 27937), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1121 - 1072) + '\x34' + '\065', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(49) + chr(2464 - 2409) + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(3890 - 3779) + chr(2067 - 2016) + chr(684 - 632) + '\065', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(1522 - 1470) + chr(49), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\063' + chr(1483 - 1434) + chr(211 - 162), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(49) + '\x35' + '\x33', ord("\x08")), nzTpIcepk0o8('\x30' + chr(8860 - 8749) + chr(50) + chr(0b110011) + '\067', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110011) + '\x33' + '\x30', 0b1000), nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(0b1101111) + '\061' + chr(0b11000 + 0o31) + chr(50), 32365 - 32357), nzTpIcepk0o8(chr(48) + chr(0b1011 + 0o144) + chr(0b110010) + chr(0b110110 + 0o1), 16520 - 16512), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110000 + 0o1) + '\065' + '\x36', 0b1000), nzTpIcepk0o8(chr(48) + chr(3169 - 3058) + '\x31' + '\063' + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(666 - 618) + '\157' + chr(0b110010 + 0o2) + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(911 - 863) + chr(569 - 458) + chr(0b110001) + chr(0b100011 + 0o21) + chr(798 - 745), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(49) + chr(1892 - 1841) + chr(54), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1011100 + 0o23) + chr(874 - 823) + chr(0b1110 + 0o51) + '\x32', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(50) + chr(0b110011) + chr(325 - 276), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(0b101100 + 0o6) + chr(1770 - 1717) + chr(0b10101 + 0o33), ord("\x08")), nzTpIcepk0o8(chr(1001 - 953) + '\x6f' + chr(0b110001) + chr(50) + '\x37', 2814 - 2806), nzTpIcepk0o8(chr(327 - 279) + chr(733 - 622) + chr(0b101001 + 0o11) + '\060' + chr(48), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b101110 + 0o3) + '\067' + chr(54), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b100110 + 0o15) + chr(55) + chr(2108 - 2060), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b11110 + 0o25) + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(0b1101111) + chr(1133 - 1078) + '\x31', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + '\061' + chr(0b100111 + 0o17) + '\060', 0b1000), nzTpIcepk0o8('\060' + chr(8334 - 8223) + chr(247 - 192) + chr(0b101000 + 0o10), 40484 - 40476), nzTpIcepk0o8(chr(704 - 656) + chr(0b1101111) + chr(0b110110) + '\x31', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110001 + 0o1) + chr(52) + chr(0b110011 + 0o1), 42124 - 42116), nzTpIcepk0o8(chr(0b110000) + chr(0b10000 + 0o137) + '\x31' + chr(48) + chr(0b101010 + 0o10), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(191 - 142) + '\065' + chr(0b11011 + 0o32), 0o10), nzTpIcepk0o8(chr(0b111 + 0o51) + '\x6f' + '\x31' + '\067' + chr(50), 8), nzTpIcepk0o8(chr(48) + chr(111) + '\x32' + '\061', ord("\x08")), nzTpIcepk0o8(chr(470 - 422) + '\157' + '\x33' + chr(0b1101 + 0o50) + chr(1535 - 1484), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(49) + '\x33' + '\x32', 7694 - 7686), nzTpIcepk0o8('\060' + chr(0b1011000 + 0o27) + chr(0b110011) + chr(0b110 + 0o55) + chr(0b100011 + 0o17), 0o10), nzTpIcepk0o8('\x30' + chr(0b1000110 + 0o51) + chr(1205 - 1155) + chr(2329 - 2277) + chr(374 - 324), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + '\063' + chr(0b1000 + 0o53) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(912 - 864) + chr(111) + chr(0b110001) + chr(0b110010) + chr(0b11111 + 0o23), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b10 + 0o60) + chr(0b11111 + 0o23), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(122 - 74) + chr(0b110110 + 0o71) + '\x35' + chr(48), 1293 - 1285)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b' '), chr(0b1100100) + '\145' + chr(0b1100011) + chr(111) + '\144' + chr(101))(chr(0b1110001 + 0o4) + chr(0b1110100) + chr(3545 - 3443) + '\x2d' + chr(0b100001 + 0o27)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def lD7mOQUprUZA(AQ9ceR9AaoT1, xFDEVQn5qSdh):
VvHaLny2ANv1 = KMn4iTJEAO1P.issparse(AQ9ceR9AaoT1)
ETGmJR6osfDP = KMn4iTJEAO1P.issparse(xFDEVQn5qSdh)
if not VvHaLny2ANv1:
AQ9ceR9AaoT1 = nDF4gVNx0u9Q.asarray(AQ9ceR9AaoT1)
if not ETGmJR6osfDP:
xFDEVQn5qSdh = nDF4gVNx0u9Q.asarray(xFDEVQn5qSdh)
if VvHaLny2ANv1:
xFDEVQn5qSdh = nDF4gVNx0u9Q.reshape(xFDEVQn5qSdh, (nzTpIcepk0o8(chr(0b11110 + 0o22) + '\x6f' + '\x31', 65517 - 65509), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110 + 0o53), 8))) if ftfygxgFas5X(nDF4gVNx0u9Q.lhbM092AFW8f(xFDEVQn5qSdh)) == nzTpIcepk0o8('\x30' + '\157' + '\060', 0b1000) else xFDEVQn5qSdh
elif ETGmJR6osfDP:
AQ9ceR9AaoT1 = nDF4gVNx0u9Q.reshape(AQ9ceR9AaoT1, (nzTpIcepk0o8('\x30' + chr(111) + chr(0b110001), 8), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(1018 - 969), 8))) if ftfygxgFas5X(nDF4gVNx0u9Q.lhbM092AFW8f(AQ9ceR9AaoT1)) == nzTpIcepk0o8(chr(48) + chr(111) + '\x30', 8) else AQ9ceR9AaoT1
return AQ9ceR9AaoT1 - xFDEVQn5qSdh |
noahbenson/neuropythy | neuropythy/util/core.py | minus | def minus(a, b):
'''
minus(a, b) returns the difference a - b as a numpy array object. Unlike numpy's subtract
function or a - b syntax, minus will thread over the earliest dimension possible; thus if
a.shape is (4,2) and b.shape is 4, a - b is a equivalent to [ai-bi for (ai,bi) in zip(a,b)].
'''
(a,b) = unbroadcast(a,b)
return a - b | python | def minus(a, b):
'''
minus(a, b) returns the difference a - b as a numpy array object. Unlike numpy's subtract
function or a - b syntax, minus will thread over the earliest dimension possible; thus if
a.shape is (4,2) and b.shape is 4, a - b is a equivalent to [ai-bi for (ai,bi) in zip(a,b)].
'''
(a,b) = unbroadcast(a,b)
return a - b | [
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"earliest",... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L617-L624 | train | Returns the difference a - b as a numpy array object. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(111) + chr(2292 - 2241) + chr(54) + chr(53), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110101) + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b111001 + 0o66) + chr(0b10111 + 0o34) + chr(51) + chr(0b110100), 0o10), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(1399 - 1288) + '\x32' + chr(0b11001 + 0o33) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(1509 - 1461) + chr(111) + chr(1249 - 1199) + chr(0b1 + 0o65) + '\060', 55716 - 55708), nzTpIcepk0o8(chr(48) + chr(1133 - 1022) + '\x32' + chr(2125 - 2075) + chr(0b10100 + 0o41), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(51) + '\x36' + '\063', 43856 - 43848), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001) + chr(811 - 757) + chr(2709 - 2654), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110110) + chr(0b110100), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + '\063' + chr(0b110011 + 0o3) + '\067', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(2301 - 2250) + chr(738 - 686) + '\x35', 47055 - 47047), nzTpIcepk0o8(chr(2220 - 2172) + '\157' + chr(0b1011 + 0o46) + chr(55) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(10978 - 10867) + chr(0b10110 + 0o33) + '\062' + '\x34', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b100001 + 0o116) + '\063' + chr(0b110110) + chr(51), 8), nzTpIcepk0o8(chr(0b11100 + 0o24) + chr(0b1010111 + 0o30) + chr(0b110010) + chr(0b110000) + '\063', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b11010 + 0o30) + chr(0b110000 + 0o3) + chr(52), ord("\x08")), nzTpIcepk0o8(chr(0b101101 + 0o3) + '\x6f' + '\x31' + '\x33' + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(2292 - 2181) + chr(0b10111 + 0o32) + '\x37' + chr(774 - 726), 38092 - 38084), nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(0b11001 + 0o126) + '\x33' + chr(0b110110) + '\063', 8), nzTpIcepk0o8(chr(771 - 723) + chr(111) + chr(0b100000 + 0o22) + chr(2403 - 2348) + chr(0b101001 + 0o13), 29184 - 29176), nzTpIcepk0o8(chr(0b111 + 0o51) + '\157' + chr(1646 - 1596) + '\x33' + chr(0b110101), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x36' + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x33' + chr(1188 - 1133) + '\067', 0o10), nzTpIcepk0o8('\060' + chr(0b110100 + 0o73) + chr(49) + chr(50) + '\061', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x32' + chr(1319 - 1269) + chr(52), 0b1000), nzTpIcepk0o8(chr(48) + chr(5175 - 5064) + chr(51) + '\061' + '\x30', 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b100000 + 0o22) + chr(0b110000) + chr(54), 49194 - 49186), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(111) + '\x32' + '\x37', 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110001) + '\x36', 29556 - 29548), nzTpIcepk0o8(chr(879 - 831) + chr(111) + '\x31' + '\065' + chr(0b110011), 0o10), nzTpIcepk0o8('\x30' + chr(1567 - 1456) + chr(1412 - 1362) + '\064' + chr(2438 - 2383), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b11001 + 0o32) + chr(0b11111 + 0o25), ord("\x08")), nzTpIcepk0o8(chr(0b11111 + 0o21) + '\x6f' + chr(0b110 + 0o53) + chr(860 - 810), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(49) + '\x34' + chr(0b110101), 57 - 49), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(53) + chr(49), 356 - 348), nzTpIcepk0o8('\x30' + chr(3484 - 3373) + chr(0b11101 + 0o24) + chr(0b101 + 0o55) + chr(50), 0b1000), nzTpIcepk0o8('\060' + chr(0b101 + 0o152) + chr(52) + '\064', 2262 - 2254), nzTpIcepk0o8(chr(0b110000) + chr(0b1000111 + 0o50) + '\062' + chr(0b110010) + '\x36', 48312 - 48304), nzTpIcepk0o8('\060' + chr(111) + chr(0b11111 + 0o22) + chr(0b110110) + chr(0b110011), 0b1000), nzTpIcepk0o8('\060' + chr(0b100111 + 0o110) + '\x32' + chr(0b1011 + 0o54), 8)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b1010 + 0o53) + chr(0b101010 + 0o6), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xdb'), '\144' + chr(1190 - 1089) + chr(0b1100011) + chr(0b1101111) + '\144' + '\145')(chr(0b1110101) + chr(116) + '\x66' + chr(0b101101) + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def gS8dAVOn35mT(AQ9ceR9AaoT1, xFDEVQn5qSdh):
(AQ9ceR9AaoT1, xFDEVQn5qSdh) = nXkJv7F4YPxm(AQ9ceR9AaoT1, xFDEVQn5qSdh)
return AQ9ceR9AaoT1 - xFDEVQn5qSdh |
noahbenson/neuropythy | neuropythy/util/core.py | ctimes | def ctimes(*args):
'''
ctimes(a, b...) returns the product of all the values as a numpy array object. Like numpy's
multiply function or a*b syntax, times will thread over the latest dimension possible; thus
if a.shape is (4,2) and b.shape is 2, times(a,b) is a equivalent to a * b.
Unlike numpy's multiply function, ctimes works with sparse matrices and will reify them.
'''
n = len(args)
if n == 0: return np.asarray(0)
elif n == 1: return np.asarray(args[0])
elif n > 2: return reduce(plus, args)
(a,b) = args
if sps.issparse(a): return a.multiply(b)
elif sps.issparse(b): return b.multiply(a)
else: return np.asarray(a) * b | python | def ctimes(*args):
'''
ctimes(a, b...) returns the product of all the values as a numpy array object. Like numpy's
multiply function or a*b syntax, times will thread over the latest dimension possible; thus
if a.shape is (4,2) and b.shape is 2, times(a,b) is a equivalent to a * b.
Unlike numpy's multiply function, ctimes works with sparse matrices and will reify them.
'''
n = len(args)
if n == 0: return np.asarray(0)
elif n == 1: return np.asarray(args[0])
elif n > 2: return reduce(plus, args)
(a,b) = args
if sps.issparse(a): return a.multiply(b)
elif sps.issparse(b): return b.multiply(a)
else: return np.asarray(a) * b | [
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L625-L640 | train | Returns the product of all the values in args as a numpy array object. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(1948 - 1900) + chr(0b1101111) + chr(0b11001 + 0o31) + chr(1688 - 1638) + '\061', 0b1000), nzTpIcepk0o8(chr(618 - 570) + '\157' + chr(1515 - 1464) + '\063' + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(0b1101111) + '\x35' + '\066', ord("\x08")), nzTpIcepk0o8(chr(519 - 471) + chr(0b1011100 + 0o23) + '\066' + '\061', 0o10), nzTpIcepk0o8(chr(738 - 690) + chr(2045 - 1934) + '\063' + '\060' + '\067', 0b1000), nzTpIcepk0o8('\060' + chr(8551 - 8440) + '\062' + chr(1099 - 1049) + chr(49), 8), nzTpIcepk0o8('\060' + chr(111) + chr(485 - 436) + chr(1147 - 1099), 0b1000), nzTpIcepk0o8('\060' + chr(0b110001 + 0o76) + chr(51) + chr(1296 - 1247) + chr(48), 55557 - 55549), nzTpIcepk0o8(chr(48) + chr(111) + '\063' + '\064' + '\x30', 47341 - 47333), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110011) + chr(0b110100), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(52) + '\065', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x35' + '\067', 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110001 + 0o0) + chr(0b101001 + 0o10) + chr(0b100100 + 0o16), 0o10), nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(0b1101111) + '\x33' + chr(2526 - 2475) + chr(49), 0b1000), nzTpIcepk0o8('\x30' + chr(3244 - 3133) + chr(0b110011) + chr(54) + chr(0b110011), 53095 - 53087), nzTpIcepk0o8(chr(1399 - 1351) + chr(2917 - 2806) + chr(0b101111 + 0o3) + chr(495 - 441) + '\x33', 0o10), nzTpIcepk0o8(chr(1906 - 1858) + chr(111) + '\x32' + '\063' + '\064', 54617 - 54609), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(1265 - 1154) + '\x31' + chr(0b100001 + 0o22), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b100101 + 0o14) + chr(54) + chr(0b110110), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\062' + '\x32' + chr(0b110010), 0o10), nzTpIcepk0o8(chr(0b100000 + 0o20) + '\x6f' + chr(0b10101 + 0o36) + '\063' + '\x35', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1000111 + 0o50) + '\x31' + chr(0b10100 + 0o36) + chr(53), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110001) + chr(1346 - 1298) + chr(0b110101), 50064 - 50056), nzTpIcepk0o8('\x30' + '\x6f' + chr(49) + '\065' + chr(0b110111), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + '\063' + '\x37' + chr(1595 - 1541), 0b1000), nzTpIcepk0o8(chr(1023 - 975) + '\157' + '\062' + chr(1474 - 1423) + chr(2540 - 2486), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b101 + 0o55) + chr(0b110001) + chr(0b100000 + 0o21), 0o10), nzTpIcepk0o8('\060' + chr(111) + '\061' + '\x33', 8), nzTpIcepk0o8('\x30' + '\157' + chr(0b10011 + 0o37) + chr(53) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(48) + '\157' + '\061' + '\x37' + chr(0b110001), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(50) + chr(3010 - 2955) + '\x30', 0b1000), nzTpIcepk0o8(chr(1935 - 1887) + chr(111) + '\065' + chr(0b0 + 0o63), 0b1000), nzTpIcepk0o8(chr(485 - 437) + chr(111) + '\062' + '\x33' + '\066', 8), nzTpIcepk0o8('\060' + '\157' + '\062' + '\x33' + '\062', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1110 + 0o141) + chr(0b110010) + chr(866 - 812) + chr(1235 - 1180), 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(50) + chr(0b110101) + chr(2384 - 2335), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(0b101001 + 0o11) + chr(50) + chr(0b110001), 8), nzTpIcepk0o8('\x30' + '\x6f' + chr(1819 - 1766) + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(48) + chr(1362 - 1251) + chr(0b110010) + chr(0b110101) + '\066', 0o10), nzTpIcepk0o8(chr(0b1110 + 0o42) + '\x6f' + chr(49) + chr(0b110110) + chr(52), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(0b10011 + 0o134) + chr(2152 - 2099) + chr(48), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xbf'), chr(0b1011101 + 0o7) + chr(0b1100101) + chr(6118 - 6019) + '\x6f' + chr(100) + chr(0b1100101))(chr(3654 - 3537) + '\164' + chr(102) + chr(0b100100 + 0o11) + chr(0b101101 + 0o13)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
(jYZAKYxMTtNT,) = (roI3spqORKae(rFFUeiYWzOhx(roI3spqORKae(ES5oEprVxulp(b'\xf7\xa9@R\xb3\xfeg\xa4\x93'), chr(0b1100100) + '\x65' + chr(99) + '\x6f' + '\x64' + '\145')('\165' + chr(0b1110100) + chr(1834 - 1732) + chr(0b100110 + 0o7) + chr(0b110 + 0o62)), roI3spqORKae(ES5oEprVxulp(b'\xe3\xb9JD\xa4\xf4'), '\144' + '\145' + '\143' + chr(11479 - 11368) + chr(7413 - 7313) + chr(101))('\x75' + '\164' + '\x66' + chr(0b101101) + chr(0b1001 + 0o57))), roI3spqORKae(ES5oEprVxulp(b'\xe3\xb9JD\xa4\xf4'), chr(0b10000 + 0o124) + chr(6082 - 5981) + '\143' + chr(10991 - 10880) + chr(5343 - 5243) + chr(101))(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(0b11000 + 0o25) + chr(500 - 444))),)
def Yfg4oZtV2MYO(*eemPYp2vtTSr):
NoZxuO7wjArS = ftfygxgFas5X(eemPYp2vtTSr)
if NoZxuO7wjArS == nzTpIcepk0o8(chr(0b10111 + 0o31) + '\157' + '\060', 0o10):
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xf0\xafOC\xb5\xf0q'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(0b1101100 + 0o3) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(7717 - 7615) + '\055' + chr(56)))(nzTpIcepk0o8('\060' + chr(0b1000111 + 0o50) + chr(0b10011 + 0o35), 8))
elif NoZxuO7wjArS == nzTpIcepk0o8(chr(1737 - 1689) + chr(0b1101111) + chr(0b110001), 62650 - 62642):
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xf0\xafOC\xb5\xf0q'), '\x64' + chr(0b110 + 0o137) + chr(0b1100000 + 0o3) + chr(2186 - 2075) + chr(0b100111 + 0o75) + chr(0b1100101))('\x75' + chr(10066 - 9950) + chr(1188 - 1086) + chr(0b101101) + chr(0b111000)))(eemPYp2vtTSr[nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(48), 8)])
elif NoZxuO7wjArS > nzTpIcepk0o8('\060' + chr(10222 - 10111) + '\x32', ord("\x08")):
return jYZAKYxMTtNT(dyFm5xLo16nt, eemPYp2vtTSr)
(AQ9ceR9AaoT1, xFDEVQn5qSdh) = eemPYp2vtTSr
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'\xf8\xaf]A\xa6\xe3{\xad'), '\x64' + '\145' + chr(0b111001 + 0o52) + chr(0b1010101 + 0o32) + chr(0b1100100) + chr(0b101011 + 0o72))('\x75' + '\x74' + '\146' + chr(918 - 873) + chr(0b110100 + 0o4)))(AQ9ceR9AaoT1):
return roI3spqORKae(AQ9ceR9AaoT1, roI3spqORKae(ES5oEprVxulp(b'\xfc\xa9BE\xae\xe1d\xb1'), chr(0b1001011 + 0o31) + '\x65' + '\143' + chr(0b1101011 + 0o4) + '\x64' + '\x65')(chr(117) + chr(0b1110100) + chr(102) + chr(45) + chr(0b101110 + 0o12)))(xFDEVQn5qSdh)
elif roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'\xf8\xaf]A\xa6\xe3{\xad'), chr(100) + chr(101) + chr(0b1100011) + chr(4358 - 4247) + '\x64' + chr(323 - 222))(chr(0b0 + 0o165) + chr(118 - 2) + chr(0b11010 + 0o114) + '\055' + chr(56)))(xFDEVQn5qSdh):
return roI3spqORKae(xFDEVQn5qSdh, roI3spqORKae(ES5oEprVxulp(b'\xfc\xa9BE\xae\xe1d\xb1'), '\144' + '\145' + '\x63' + chr(0b11111 + 0o120) + chr(0b1100100) + chr(0b1000 + 0o135))('\x75' + chr(0b11011 + 0o131) + '\146' + chr(764 - 719) + chr(0b111000)))(AQ9ceR9AaoT1)
else:
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xf0\xafOC\xb5\xf0q'), '\x64' + chr(4373 - 4272) + chr(0b1101 + 0o126) + chr(306 - 195) + '\x64' + chr(1520 - 1419))(chr(0b100111 + 0o116) + '\164' + '\x66' + chr(0b101011 + 0o2) + chr(0b111000)))(AQ9ceR9AaoT1) * xFDEVQn5qSdh |
noahbenson/neuropythy | neuropythy/util/core.py | inv | def inv(x):
'''
inv(x) yields the inverse of x, 1/x.
Note that inv supports sparse matrices, but it is forced to reify them. Additionally, because
inv raises an error on divide-by-zero, they are unlikely to work. For better sparse-matrix
support, see zinv.
'''
if sps.issparse(x): return 1.0 / x.toarray()
else: return 1.0 / np.asarray(x) | python | def inv(x):
'''
inv(x) yields the inverse of x, 1/x.
Note that inv supports sparse matrices, but it is forced to reify them. Additionally, because
inv raises an error on divide-by-zero, they are unlikely to work. For better sparse-matrix
support, see zinv.
'''
if sps.issparse(x): return 1.0 / x.toarray()
else: return 1.0 / np.asarray(x) | [
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L656-L665 | train | Inverse of a sequence of elements. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(111) + '\x31' + chr(104 - 52) + '\067', 5959 - 5951), nzTpIcepk0o8(chr(48) + chr(9672 - 9561) + chr(1331 - 1279) + chr(55), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(51) + chr(54) + chr(53), 0o10), nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(0b1101111) + chr(50) + chr(0b101000 + 0o13) + chr(293 - 243), ord("\x08")), nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(1964 - 1853) + chr(0b1001 + 0o51) + chr(0b110000) + '\x36', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110011) + chr(55) + chr(53), 0b1000), nzTpIcepk0o8('\x30' + chr(5510 - 5399) + '\063' + '\x35' + chr(0b101 + 0o62), 10317 - 10309), nzTpIcepk0o8('\x30' + '\157' + chr(54) + '\x32', 60064 - 60056), nzTpIcepk0o8(chr(2125 - 2077) + '\157' + chr(0b110010) + chr(0b100000 + 0o24) + chr(1385 - 1335), 0o10), nzTpIcepk0o8(chr(0b10010 + 0o36) + chr(111) + chr(0b110010) + chr(2382 - 2329) + '\x32', 57462 - 57454), nzTpIcepk0o8('\060' + chr(111) + chr(97 - 48) + chr(54) + chr(0b101011 + 0o10), 0o10), nzTpIcepk0o8(chr(682 - 634) + '\157' + '\061' + chr(51) + '\060', 0o10), nzTpIcepk0o8('\x30' + chr(11091 - 10980) + '\061' + chr(0b110010) + chr(0b110011), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + '\x33' + chr(1973 - 1922) + chr(49), 31081 - 31073), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(50) + chr(49) + chr(272 - 223), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110011) + chr(771 - 718) + chr(0b100011 + 0o21), ord("\x08")), nzTpIcepk0o8(chr(0b11100 + 0o24) + chr(111) + '\x33' + chr(1966 - 1916) + '\x34', 44708 - 44700), nzTpIcepk0o8(chr(1229 - 1181) + chr(7573 - 7462) + '\063' + chr(0b110100) + chr(50), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110001) + chr(52) + '\x36', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1914 - 1861) + chr(0b110111), 4478 - 4470), nzTpIcepk0o8('\060' + '\157' + chr(49) + chr(51), 0o10), nzTpIcepk0o8(chr(183 - 135) + chr(111) + chr(421 - 371) + chr(1185 - 1137) + chr(0b110100), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\062' + '\x37' + chr(1431 - 1380), 49519 - 49511), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110011) + chr(0b11000 + 0o35) + chr(919 - 870), ord("\x08")), nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(8420 - 8309) + chr(1531 - 1480) + chr(1819 - 1769) + '\067', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(0b110011) + '\061' + chr(2330 - 2276), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110010) + chr(0b101011 + 0o10) + chr(0b1001 + 0o55), 0o10), nzTpIcepk0o8(chr(48) + chr(270 - 159) + '\063' + chr(0b110110) + chr(1618 - 1570), ord("\x08")), nzTpIcepk0o8(chr(567 - 519) + '\x6f' + '\062' + chr(51) + chr(55), 3148 - 3140), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(0b1101111) + chr(0b110111) + chr(1641 - 1592), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b101100 + 0o12) + '\063', 0o10), nzTpIcepk0o8(chr(126 - 78) + chr(0b110001 + 0o76) + '\067' + '\x36', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001) + '\067' + chr(0b110111), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110001) + '\x34' + chr(1220 - 1167), 18823 - 18815), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(49) + chr(1699 - 1647) + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(1427 - 1379) + chr(111) + '\062' + chr(50) + chr(0b11100 + 0o32), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(0b11000 + 0o31) + chr(0b110110) + chr(0b110110), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(51) + '\x34' + '\062', 8), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110011) + chr(0b110001) + '\062', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1 + 0o156) + chr(50) + '\x35' + '\064', 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(0b1101111) + chr(0b1011 + 0o52) + '\060', 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'I'), chr(0b1100 + 0o130) + chr(101) + chr(0b1000010 + 0o41) + chr(6361 - 6250) + chr(6570 - 6470) + chr(5863 - 5762))(chr(0b1101001 + 0o14) + '\164' + '\146' + chr(0b10001 + 0o34) + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def FIASSsjuK2mc(bI5jsQ9OkQtj):
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'\x0eT\x86\xea\xe7\x8f\x9cW'), chr(0b1100100) + chr(101) + chr(0b1100011) + chr(111) + chr(0b1100010 + 0o2) + chr(0b1010001 + 0o24))('\165' + chr(12446 - 12330) + chr(102) + chr(45) + '\x38'))(bI5jsQ9OkQtj):
return 1.0 / roI3spqORKae(bI5jsQ9OkQtj, roI3spqORKae(ES5oEprVxulp(b'\x13H\x94\xe8\xf4\x9c\x96'), '\144' + chr(9890 - 9789) + chr(99) + '\157' + '\x64' + chr(0b1100101))(chr(117) + chr(0b1110100) + '\146' + chr(45) + chr(3089 - 3033)))()
else:
return 1.0 / roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x06T\x94\xe8\xf4\x9c\x96'), chr(9004 - 8904) + chr(101) + chr(99) + chr(111) + '\x64' + chr(101))(chr(0b1110101) + chr(3412 - 3296) + '\x66' + chr(0b101011 + 0o2) + chr(0b101110 + 0o12)))(bI5jsQ9OkQtj) |
noahbenson/neuropythy | neuropythy/util/core.py | zinv | def zinv(x, null=0):
'''
zinv(x) yields 1/x if x is not close to 0 and 0 otherwise. Automatically threads over arrays and
supports sparse-arrays.
The optional argument null (default: 0) may be given to specify that zeros in the arary x should
instead be replaced with the given value. Note that if this value is not equal to 0, then any
sparse array passed to zinv must be reified.
The zinv function never raises an error due to divide-by-zero; if you desire this behavior, use
the inv function instead.
'''
if sps.issparse(x):
if null != 0: return zinv(x.toarray(), null=null)
x = x.copy()
x.data = zinv(x.data)
try: x.eliminate_zeros()
except Exception: pass
return x
else:
x = np.asarray(x)
z = np.isclose(x, 0)
r = np.logical_not(z) / (x + z)
if null == 0: return r
r[z] = null
return r | python | def zinv(x, null=0):
'''
zinv(x) yields 1/x if x is not close to 0 and 0 otherwise. Automatically threads over arrays and
supports sparse-arrays.
The optional argument null (default: 0) may be given to specify that zeros in the arary x should
instead be replaced with the given value. Note that if this value is not equal to 0, then any
sparse array passed to zinv must be reified.
The zinv function never raises an error due to divide-by-zero; if you desire this behavior, use
the inv function instead.
'''
if sps.issparse(x):
if null != 0: return zinv(x.toarray(), null=null)
x = x.copy()
x.data = zinv(x.data)
try: x.eliminate_zeros()
except Exception: pass
return x
else:
x = np.asarray(x)
z = np.isclose(x, 0)
r = np.logical_not(z) / (x + z)
if null == 0: return r
r[z] = null
return r | [
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L666-L691 | train | Returns the inverse of the array x. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + chr(0b1010010 + 0o35) + chr(49) + chr(2619 - 2564) + chr(641 - 586), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(2608 - 2497) + chr(51) + chr(55) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(618 - 570) + chr(111) + '\x33' + chr(0b110011) + '\062', 0b1000), nzTpIcepk0o8(chr(707 - 659) + '\157' + '\066' + chr(0b100011 + 0o22), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(51) + chr(0b110101), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b110011) + chr(0b110010) + '\x35', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1001110 + 0o41) + chr(49) + chr(1875 - 1824) + chr(0b101 + 0o55), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(1808 - 1757) + chr(0b1101 + 0o46) + chr(466 - 417), 0b1000), nzTpIcepk0o8(chr(496 - 448) + '\157' + chr(2312 - 2261) + chr(0b110000) + '\064', 0o10), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(0b1101111) + chr(0b10100 + 0o37) + chr(50) + chr(0b110100 + 0o0), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b100011 + 0o16) + '\060' + chr(0b110010 + 0o1), 0o10), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(0b1101111) + chr(0b110 + 0o53) + '\x31' + chr(0b110100), 51296 - 51288), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x32' + chr(0b110101) + '\x36', 11083 - 11075), nzTpIcepk0o8('\060' + '\157' + '\x32' + '\060' + chr(1469 - 1418), 8990 - 8982), nzTpIcepk0o8(chr(0b10 + 0o56) + chr(11311 - 11200) + chr(0b110010) + chr(1765 - 1714) + '\067', 0b1000), nzTpIcepk0o8(chr(500 - 452) + '\157' + chr(54), 0o10), nzTpIcepk0o8('\x30' + chr(0b1001100 + 0o43) + '\061' + chr(0b10001 + 0o46) + '\061', 61927 - 61919), nzTpIcepk0o8('\x30' + chr(8619 - 8508) + chr(50) + chr(1626 - 1573) + '\x31', 62379 - 62371), nzTpIcepk0o8(chr(99 - 51) + chr(0b1101111) + '\066' + chr(55), 58207 - 58199), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b101100 + 0o7) + chr(54) + chr(0b10010 + 0o37), 59873 - 59865), nzTpIcepk0o8(chr(48) + chr(111) + chr(50) + chr(2779 - 2725) + chr(558 - 508), 0b1000), nzTpIcepk0o8(chr(1944 - 1896) + chr(111) + '\x33' + chr(0b1011 + 0o47) + chr(50), 59661 - 59653), nzTpIcepk0o8(chr(1539 - 1491) + '\157' + '\061' + chr(0b1011 + 0o50) + chr(55), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(0b110001) + '\060' + chr(0b11010 + 0o31), 8), nzTpIcepk0o8(chr(0b110000) + chr(11688 - 11577) + '\061' + '\x33' + '\x32', 8), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(1316 - 1266) + chr(48) + '\x36', 49777 - 49769), nzTpIcepk0o8('\060' + '\157' + chr(0b100111 + 0o13) + chr(222 - 167) + '\x34', 0b1000), nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(0b1101111) + chr(0b11000 + 0o32) + chr(0b10 + 0o60) + '\060', ord("\x08")), nzTpIcepk0o8(chr(0b10100 + 0o34) + chr(111) + chr(54) + chr(0b110110), 63440 - 63432), nzTpIcepk0o8('\060' + chr(111) + chr(0b110010) + chr(1006 - 957) + chr(0b10 + 0o65), 0o10), nzTpIcepk0o8('\x30' + chr(1728 - 1617) + chr(2473 - 2423) + chr(0b110 + 0o52) + '\x32', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(11387 - 11276) + chr(2139 - 2090) + '\067' + chr(48), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110011) + '\x37' + chr(54), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110001) + chr(0b10 + 0o61) + chr(184 - 132), 22324 - 22316), nzTpIcepk0o8(chr(414 - 366) + chr(0b11110 + 0o121) + chr(0b1000 + 0o52) + chr(0b101000 + 0o13) + chr(0b101010 + 0o10), 0b1000), nzTpIcepk0o8('\060' + chr(8442 - 8331) + '\x31' + '\062' + '\062', 0o10), nzTpIcepk0o8(chr(0b10100 + 0o34) + '\x6f' + chr(0b110010) + '\x32', 48731 - 48723), nzTpIcepk0o8(chr(0b110000) + chr(6634 - 6523) + chr(49) + chr(49), 0b1000), nzTpIcepk0o8(chr(698 - 650) + chr(0b1101111) + chr(1711 - 1661) + '\x32' + chr(0b101111 + 0o7), 0b1000), nzTpIcepk0o8(chr(1244 - 1196) + '\x6f' + chr(398 - 348) + chr(0b100111 + 0o17) + chr(260 - 212), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + '\x6f' + '\x35' + chr(0b110000), 15001 - 14993)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'Q'), chr(100) + chr(101) + chr(0b1100011) + chr(5980 - 5869) + '\x64' + chr(101))(chr(12104 - 11987) + '\x74' + '\x66' + chr(0b1010 + 0o43) + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def a4E8KpNcqtD5(bI5jsQ9OkQtj, S80ixeP3rRkl=nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(111) + '\x30', 0o10)):
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'\x16\x88\xa9E|\xa7)\xbc'), '\x64' + '\145' + '\143' + chr(0b1101111) + chr(0b1011 + 0o131) + chr(101))('\165' + chr(0b1011111 + 0o25) + '\146' + '\055' + chr(0b111000)))(bI5jsQ9OkQtj):
if S80ixeP3rRkl != nzTpIcepk0o8(chr(790 - 742) + chr(0b1101010 + 0o5) + chr(0b110000), 8):
return a4E8KpNcqtD5(roI3spqORKae(bI5jsQ9OkQtj, roI3spqORKae(ES5oEprVxulp(b'\x0b\x94\xbbGo\xb4#'), chr(0b110100 + 0o60) + '\x65' + chr(3275 - 3176) + chr(111) + chr(0b111111 + 0o45) + '\145')('\x75' + chr(0b11011 + 0o131) + chr(0b1000101 + 0o41) + chr(1115 - 1070) + chr(1432 - 1376)))(), null=S80ixeP3rRkl)
bI5jsQ9OkQtj = bI5jsQ9OkQtj.copy()
bI5jsQ9OkQtj.FfKOThdpoDTb = a4E8KpNcqtD5(bI5jsQ9OkQtj.FfKOThdpoDTb)
try:
roI3spqORKae(bI5jsQ9OkQtj, roI3spqORKae(ES5oEprVxulp(b'\x1a\x97\xb3Xt\xbb;\xad\xa1\x8b9)\xdc\xec\xec'), '\144' + chr(0b1100101) + chr(0b11 + 0o140) + chr(5647 - 5536) + '\144' + '\145')(chr(0b100100 + 0o121) + '\x74' + chr(0b1100110) + chr(813 - 768) + chr(0b1100 + 0o54)))()
except zfo2Sgkz3IVJ:
pass
return bI5jsQ9OkQtj
else:
bI5jsQ9OkQtj = nDF4gVNx0u9Q.asarray(bI5jsQ9OkQtj)
ZkpORfAzQ9Hw = nDF4gVNx0u9Q.SRWC_OfU1mLH(bI5jsQ9OkQtj, nzTpIcepk0o8('\060' + '\x6f' + chr(0b10111 + 0o31), 8))
LCrwg7lcbmU9 = nDF4gVNx0u9Q.logical_not(ZkpORfAzQ9Hw) / (bI5jsQ9OkQtj + ZkpORfAzQ9Hw)
if S80ixeP3rRkl == nzTpIcepk0o8('\x30' + chr(10779 - 10668) + '\x30', 8):
return LCrwg7lcbmU9
LCrwg7lcbmU9[ZkpORfAzQ9Hw] = S80ixeP3rRkl
return LCrwg7lcbmU9 |
noahbenson/neuropythy | neuropythy/util/core.py | cdivide | def cdivide(a, b):
'''
cdivide(a, b) returns the quotient a / b as a numpy array object. Like numpy's divide function
or a/b syntax, divide will thread over the latest dimension possible. Unlike numpy's divide,
cdivide works with sparse matrices.
Note that warnings/errors are raised by this function when divide-by-zero occurs, so it is
usually not useful to use cdivide() with sparse matrices--see czdivide instead.
'''
if sps.issparse(a): return a.multiply(inv(b))
elif sps.issparse(b): return np.asarray(a) / b.toarray()
else: return np.asarray(a) / np.asarray(b) | python | def cdivide(a, b):
'''
cdivide(a, b) returns the quotient a / b as a numpy array object. Like numpy's divide function
or a/b syntax, divide will thread over the latest dimension possible. Unlike numpy's divide,
cdivide works with sparse matrices.
Note that warnings/errors are raised by this function when divide-by-zero occurs, so it is
usually not useful to use cdivide() with sparse matrices--see czdivide instead.
'''
if sps.issparse(a): return a.multiply(inv(b))
elif sps.issparse(b): return np.asarray(a) / b.toarray()
else: return np.asarray(a) / np.asarray(b) | [
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Note that warnings/errors are raised by this function when divide-by-zero occurs, so it is
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"d... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L692-L703 | train | This function returns the quotient a and b as a numpy array object. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(1610 - 1562) + chr(0b1011100 + 0o23) + chr(0b10001 + 0o41) + chr(53) + chr(2248 - 2200), 56630 - 56622), nzTpIcepk0o8('\x30' + chr(111) + chr(50) + '\060' + chr(2022 - 1971), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + '\061' + '\x31' + chr(2491 - 2440), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(1154 - 1103) + chr(48), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + '\x33' + chr(0b1011 + 0o46), 0o10), nzTpIcepk0o8(chr(48 - 0) + chr(0b1100110 + 0o11) + chr(50) + chr(0b110011) + chr(0b1001 + 0o47), 0b1000), nzTpIcepk0o8('\060' + chr(8021 - 7910) + chr(50) + chr(2738 - 2683), 50500 - 50492), nzTpIcepk0o8(chr(1193 - 1145) + '\157' + '\062' + '\065' + '\062', 20796 - 20788), nzTpIcepk0o8(chr(48) + chr(111) + '\x33' + '\062' + chr(50), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(4045 - 3934) + chr(0b110011) + '\x30' + chr(48), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1001011 + 0o44) + '\x33' + '\064' + '\x34', 63197 - 63189), nzTpIcepk0o8(chr(48) + chr(0b1101111 + 0o0) + '\x34' + chr(0b101101 + 0o7), 34705 - 34697), nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(0b1101111) + chr(0b100011 + 0o20) + '\066' + chr(0b100110 + 0o17), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b10011 + 0o134) + chr(0b110001) + chr(2080 - 2032) + chr(50), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(51) + chr(0b110011) + chr(0b110011), 0b1000), nzTpIcepk0o8('\060' + chr(111) + '\062' + chr(413 - 365) + chr(53), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b101100 + 0o6) + '\x31' + chr(55), 0o10), nzTpIcepk0o8(chr(48) + chr(7254 - 7143) + chr(49) + chr(0b110101 + 0o2) + '\x35', 0b1000), nzTpIcepk0o8(chr(0b10100 + 0o34) + '\157' + chr(483 - 433) + chr(0b110011) + '\066', 0b1000), nzTpIcepk0o8(chr(1302 - 1254) + '\x6f' + '\x35' + '\x33', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b10111 + 0o130) + chr(0b10001 + 0o40) + chr(0b110101) + '\x32', 6239 - 6231), nzTpIcepk0o8(chr(0b11100 + 0o24) + chr(9586 - 9475) + chr(0b1110 + 0o45) + chr(0b110000) + chr(0b111 + 0o52), ord("\x08")), nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(0b1101111) + '\063' + '\066', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + '\067' + chr(1727 - 1672), 0b1000), nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(0b1101111) + chr(87 - 37) + chr(921 - 870) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b11100 + 0o26) + chr(49) + chr(1612 - 1563), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\062' + chr(0b110110) + chr(52), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x31' + '\x35' + chr(0b1110 + 0o51), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(2318 - 2265) + chr(0b110000), 14728 - 14720), nzTpIcepk0o8('\060' + '\x6f' + chr(0b11100 + 0o27), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(50) + chr(50), 0o10), nzTpIcepk0o8('\060' + '\157' + '\x35' + chr(53), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(51) + chr(123 - 75) + chr(0b11011 + 0o32), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\061' + chr(49) + chr(0b110011), 8), nzTpIcepk0o8(chr(1298 - 1250) + chr(4129 - 4018) + '\x37' + '\x30', 23771 - 23763), nzTpIcepk0o8(chr(48) + '\x6f' + '\x33' + chr(50) + chr(0b110111), 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(50) + chr(0b10010 + 0o45), 8), nzTpIcepk0o8('\060' + chr(0b1100100 + 0o13) + chr(49) + chr(0b1001 + 0o47) + chr(0b11101 + 0o32), 28338 - 28330), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(169 - 120) + chr(0b10 + 0o62) + '\x33', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\061' + '\060' + '\x33', 35021 - 35013)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(0b1010101 + 0o32) + chr(0b110101) + '\x30', 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x86'), chr(0b1011110 + 0o6) + chr(0b1100101) + chr(99) + '\157' + chr(100) + '\145')(chr(117) + '\x74' + chr(102) + '\055' + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def XyfwG9_g8HOS(AQ9ceR9AaoT1, xFDEVQn5qSdh):
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'\xc1\xf08hx\xead\xcf'), chr(812 - 712) + '\145' + chr(99) + chr(0b100100 + 0o113) + chr(100) + '\x65')(chr(4152 - 4035) + chr(116) + chr(0b1100110) + '\x2d' + chr(0b11000 + 0o40)))(AQ9ceR9AaoT1):
return roI3spqORKae(AQ9ceR9AaoT1, roI3spqORKae(ES5oEprVxulp(b"\xc5\xf6'lp\xe8{\xd3"), chr(7880 - 7780) + chr(0b1100101) + chr(99) + '\x6f' + chr(680 - 580) + '\145')('\x75' + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(0b111000)))(FIASSsjuK2mc(xFDEVQn5qSdh))
elif roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'\xc1\xf08hx\xead\xcf'), chr(791 - 691) + chr(0b1100101) + chr(7403 - 7304) + chr(0b1100011 + 0o14) + chr(100) + '\x65')(chr(117) + '\164' + '\146' + chr(45) + '\070'))(xFDEVQn5qSdh):
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xc9\xf0*jk\xf9n'), '\x64' + '\x65' + '\143' + chr(7618 - 7507) + chr(474 - 374) + chr(0b110000 + 0o65))(chr(117) + '\x74' + chr(102) + chr(1319 - 1274) + chr(0b111000)))(AQ9ceR9AaoT1) / roI3spqORKae(xFDEVQn5qSdh, roI3spqORKae(ES5oEprVxulp(b'\xdc\xec*jk\xf9n'), chr(0b1100100) + '\145' + chr(0b111 + 0o134) + chr(0b1101001 + 0o6) + chr(0b1100100) + '\145')('\x75' + chr(0b1110100) + '\x66' + chr(0b101010 + 0o3) + chr(0b111000)))()
else:
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xc9\xf0*jk\xf9n'), chr(100) + '\x65' + '\x63' + '\157' + '\x64' + '\145')('\165' + chr(116) + chr(102) + '\x2d' + '\070'))(AQ9ceR9AaoT1) / roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xc9\xf0*jk\xf9n'), '\x64' + '\x65' + chr(99) + chr(10238 - 10127) + chr(0b101100 + 0o70) + chr(0b101001 + 0o74))(chr(0b111010 + 0o73) + '\164' + '\146' + chr(0b101101) + chr(0b10 + 0o66)))(xFDEVQn5qSdh) |
noahbenson/neuropythy | neuropythy/util/core.py | divide | def divide(a, b):
'''
divide(a, b) returns the quotient a / b as a numpy array object. Unlike numpy's divide function
or a/b syntax, divide will thread over the earliest dimension possible; thus if a.shape is
(4,2) and b.shape is 4, divide(a,b) is a equivalent to [ai/bi for (ai,bi) in zip(a,b)].
Note that divide(a,b) supports sparse array arguments, but if b is a sparse matrix, then it will
be reified. Additionally, errors are raised by this function when divide-by-zero occurs, so it
is usually not useful to use divide() with sparse matrices--see zdivide instead.
'''
(a,b) = unbroadcast(a,b)
return cdivide(a,b) | python | def divide(a, b):
'''
divide(a, b) returns the quotient a / b as a numpy array object. Unlike numpy's divide function
or a/b syntax, divide will thread over the earliest dimension possible; thus if a.shape is
(4,2) and b.shape is 4, divide(a,b) is a equivalent to [ai/bi for (ai,bi) in zip(a,b)].
Note that divide(a,b) supports sparse array arguments, but if b is a sparse matrix, then it will
be reified. Additionally, errors are raised by this function when divide-by-zero occurs, so it
is usually not useful to use divide() with sparse matrices--see zdivide instead.
'''
(a,b) = unbroadcast(a,b)
return cdivide(a,b) | [
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L704-L715 | train | Divide two numpy arrays. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + '\157' + '\x34', 0o10), nzTpIcepk0o8('\060' + chr(8561 - 8450) + chr(51) + chr(631 - 579) + chr(0b101011 + 0o5), 10250 - 10242), nzTpIcepk0o8(chr(0b110000) + chr(9377 - 9266) + chr(1197 - 1145) + '\061', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x33' + chr(0b110101) + '\x34', 4380 - 4372), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(2142 - 2088) + chr(50), 17725 - 17717), nzTpIcepk0o8(chr(48) + '\157' + '\064' + '\x34', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(4986 - 4875) + chr(0b11000 + 0o32) + '\061' + chr(0b100111 + 0o12), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(53) + chr(820 - 769), ord("\x08")), nzTpIcepk0o8(chr(2050 - 2002) + '\x6f' + '\x31' + '\x34' + '\x33', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(1922 - 1872) + chr(0b11111 + 0o26) + chr(0b110001), 2180 - 2172), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110010) + chr(0b110000), 0o10), nzTpIcepk0o8('\060' + chr(0b1000100 + 0o53) + chr(0b101010 + 0o11) + chr(50) + chr(0b100 + 0o60), ord("\x08")), nzTpIcepk0o8(chr(1009 - 961) + chr(111) + '\x32' + chr(0b101111 + 0o1) + chr(0b10111 + 0o34), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(51) + chr(52) + chr(2573 - 2522), 54792 - 54784), nzTpIcepk0o8(chr(1652 - 1604) + chr(2735 - 2624) + chr(51), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b1 + 0o61) + chr(1532 - 1484) + chr(751 - 703), 0o10), nzTpIcepk0o8(chr(969 - 921) + '\x6f' + '\x32' + '\067', 49082 - 49074), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(0b1011000 + 0o27) + '\x32' + chr(0b111 + 0o60) + chr(0b110001), 44345 - 44337), nzTpIcepk0o8(chr(0b11100 + 0o24) + '\x6f' + chr(0b101011 + 0o7) + chr(1746 - 1698) + chr(0b110100), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(50) + chr(54), 0o10), nzTpIcepk0o8(chr(0b10001 + 0o37) + '\x6f' + chr(49) + chr(54) + '\067', 15790 - 15782), nzTpIcepk0o8(chr(0b100000 + 0o20) + chr(0b1101111) + '\x33' + chr(2327 - 2273) + chr(1006 - 951), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(5279 - 5168) + '\x31' + '\066' + chr(1918 - 1863), 8), nzTpIcepk0o8(chr(0b110000) + chr(2919 - 2808) + '\x31' + chr(0b101100 + 0o4) + '\064', 32045 - 32037), nzTpIcepk0o8('\x30' + chr(111) + chr(49) + chr(0b110101) + chr(51), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(51) + '\067', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x37' + chr(0b110011), 24705 - 24697), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110011) + chr(51) + '\065', 0o10), nzTpIcepk0o8('\x30' + chr(0b1100 + 0o143) + '\x35', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b111110 + 0o61) + '\x31' + chr(0b110100) + '\x31', 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110011) + '\x37' + chr(2279 - 2227), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1826 - 1777) + '\062' + '\x30', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b1011 + 0o47) + chr(0b110101) + chr(0b11000 + 0o33), 44028 - 44020), nzTpIcepk0o8(chr(48) + chr(111) + '\x31' + '\x31' + chr(259 - 207), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b110010 + 0o75) + chr(50) + '\x31', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b1100 + 0o46) + chr(1448 - 1398) + chr(1549 - 1495), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b101100 + 0o103) + chr(49) + '\067' + chr(0b110111), 0o10), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(0b1101111) + chr(51) + '\x34' + '\x30', 8), nzTpIcepk0o8('\x30' + '\157' + '\063' + '\063' + '\061', 0b1000), nzTpIcepk0o8(chr(0b1111 + 0o41) + '\157' + '\x32' + chr(0b110010) + '\x30', 61310 - 61302)][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + chr(111) + chr(0b110101) + chr(48), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'*'), chr(0b1100100) + chr(0b11001 + 0o114) + chr(0b1100011) + chr(8449 - 8338) + chr(2150 - 2050) + chr(0b1010101 + 0o20))('\165' + chr(4138 - 4022) + chr(4088 - 3986) + '\055' + chr(0b11101 + 0o33)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def zgVF9Brdiz4_(AQ9ceR9AaoT1, xFDEVQn5qSdh):
(AQ9ceR9AaoT1, xFDEVQn5qSdh) = nXkJv7F4YPxm(AQ9ceR9AaoT1, xFDEVQn5qSdh)
return XyfwG9_g8HOS(AQ9ceR9AaoT1, xFDEVQn5qSdh) |
noahbenson/neuropythy | neuropythy/util/core.py | czdivide | def czdivide(a, b, null=0):
'''
czdivide(a, b) returns the quotient a / b as a numpy array object. Like numpy's divide function
or a/b syntax, czdivide will thread over the latest dimension possible. Unlike numpy's divide,
czdivide works with sparse matrices. Additionally, czdivide multiplies a by the zinv of b, so
divide-by-zero entries are replaced with 0 in the result.
The optional argument null (default: 0) may be given to specify that zeros in the arary b should
instead be replaced with the given value in the result. Note that if this value is not equal to
0, then any sparse array passed as argument b must be reified.
The czdivide function never raises an error due to divide-by-zero; if you desire this behavior,
use the cdivide function instead.
'''
if null == 0: return a.multiply(zinv(b)) if sps.issparse(a) else a * zinv(b)
elif sps.issparse(b): b = b.toarray()
else: b = np.asarray(b)
z = np.isclose(b, 0)
q = np.logical_not(z)
zi = q / (b + z)
if sps.issparse(a):
r = a.multiply(zi).tocsr()
else:
r = np.asarray(a) * zi
r[np.ones(a.shape, dtype=np.bool)*z] = null
return r | python | def czdivide(a, b, null=0):
'''
czdivide(a, b) returns the quotient a / b as a numpy array object. Like numpy's divide function
or a/b syntax, czdivide will thread over the latest dimension possible. Unlike numpy's divide,
czdivide works with sparse matrices. Additionally, czdivide multiplies a by the zinv of b, so
divide-by-zero entries are replaced with 0 in the result.
The optional argument null (default: 0) may be given to specify that zeros in the arary b should
instead be replaced with the given value in the result. Note that if this value is not equal to
0, then any sparse array passed as argument b must be reified.
The czdivide function never raises an error due to divide-by-zero; if you desire this behavior,
use the cdivide function instead.
'''
if null == 0: return a.multiply(zinv(b)) if sps.issparse(a) else a * zinv(b)
elif sps.issparse(b): b = b.toarray()
else: b = np.asarray(b)
z = np.isclose(b, 0)
q = np.logical_not(z)
zi = q / (b + z)
if sps.issparse(a):
r = a.multiply(zi).tocsr()
else:
r = np.asarray(a) * zi
r[np.ones(a.shape, dtype=np.bool)*z] = null
return r | [
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L716-L741 | train | Returns the quotient a and b as a numpy array object. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110000 + 0o2) + chr(1466 - 1418) + chr(52), 0b1000), nzTpIcepk0o8(chr(2043 - 1995) + chr(4903 - 4792) + chr(50) + chr(89 - 36) + chr(220 - 167), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b10010 + 0o135) + '\062' + chr(0b10101 + 0o33) + chr(0b100011 + 0o20), 0b1000), nzTpIcepk0o8(chr(1117 - 1069) + chr(1565 - 1454) + '\x32' + chr(48) + chr(0b110101), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(52) + chr(0b110100), 54594 - 54586), nzTpIcepk0o8('\060' + chr(0b1100100 + 0o13) + '\063' + chr(0b100100 + 0o15) + '\060', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(4118 - 4007) + '\062' + '\060' + chr(111 - 63), 20283 - 20275), nzTpIcepk0o8(chr(1158 - 1110) + chr(3403 - 3292) + chr(50) + '\064' + '\x37', ord("\x08")), nzTpIcepk0o8(chr(614 - 566) + chr(0b111100 + 0o63) + chr(892 - 841) + '\x33' + chr(0b11101 + 0o26), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(670 - 621) + '\066' + chr(51), 0o10), nzTpIcepk0o8(chr(1468 - 1420) + '\x6f' + '\x32' + chr(0b110011 + 0o1) + '\x37', 8), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(55) + chr(0b110000 + 0o3), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b11011 + 0o30) + chr(0b110111) + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b100100 + 0o113) + '\067' + '\066', 0o10), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(3548 - 3437) + chr(51) + chr(0b110010) + chr(1084 - 1035), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b110010) + '\067' + chr(0b110001), 27467 - 27459), nzTpIcepk0o8('\060' + '\x6f' + chr(49) + '\063' + '\x35', 0b1000), nzTpIcepk0o8(chr(891 - 843) + chr(111) + '\067' + chr(2319 - 2269), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1011010 + 0o25) + chr(0b110 + 0o53) + chr(0b110001) + chr(49), 0b1000), nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(0b1101111) + chr(0b11111 + 0o24) + chr(48) + chr(52), 0o10), nzTpIcepk0o8('\x30' + chr(2479 - 2368) + '\x31' + chr(0b1 + 0o60) + chr(54), 0b1000), nzTpIcepk0o8('\060' + chr(10004 - 9893) + '\065' + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b100110 + 0o13) + chr(2262 - 2213), 0b1000), nzTpIcepk0o8(chr(897 - 849) + chr(0b1101111) + '\x34' + chr(0b10100 + 0o41), 0o10), nzTpIcepk0o8(chr(209 - 161) + '\x6f' + '\062' + chr(0b100100 + 0o15) + chr(0b110100), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + '\066' + chr(0b10101 + 0o33), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(49) + chr(0b110011) + '\064', ord("\x08")), nzTpIcepk0o8(chr(0b10010 + 0o36) + '\x6f' + chr(51) + chr(0b1000 + 0o55) + chr(0b110011), 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(50) + chr(2334 - 2279) + chr(707 - 658), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b10011 + 0o40) + '\x31', ord("\x08")), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(2425 - 2314) + chr(0b0 + 0o61) + chr(0b101011 + 0o11) + chr(0b101110 + 0o7), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x31' + '\x30' + chr(1583 - 1531), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b11001 + 0o30) + chr(54) + chr(54), 0o10), nzTpIcepk0o8('\x30' + chr(0b101010 + 0o105) + '\062' + chr(0b110 + 0o54) + chr(0b11000 + 0o34), ord("\x08")), nzTpIcepk0o8('\060' + chr(3883 - 3772) + '\067' + chr(946 - 894), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b11100 + 0o123) + chr(0b1011 + 0o47) + chr(0b11101 + 0o30) + '\061', 0o10), nzTpIcepk0o8('\x30' + '\x6f' + '\063' + '\x32' + '\067', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + '\061' + '\064' + chr(1443 - 1389), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(52) + '\065', 8), nzTpIcepk0o8(chr(861 - 813) + chr(111) + chr(50) + '\065' + chr(902 - 852), 41696 - 41688)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(764 - 716) + '\x6f' + chr(53) + chr(0b110000), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xaa'), chr(4241 - 4141) + '\x65' + chr(5632 - 5533) + chr(111) + '\144' + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(3846 - 3744) + '\x2d' + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def KbXoNT6U4xHa(AQ9ceR9AaoT1, xFDEVQn5qSdh, S80ixeP3rRkl=nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(3524 - 3413) + chr(48), 0o10)):
if S80ixeP3rRkl == nzTpIcepk0o8('\060' + chr(8130 - 8019) + chr(0b1101 + 0o43), 8):
return roI3spqORKae(AQ9ceR9AaoT1, roI3spqORKae(ES5oEprVxulp(b'\xe9\xd8\xef\xf1M\xb8\xec\xde'), chr(100) + chr(101) + '\x63' + chr(0b1101111) + '\144' + chr(0b1100101))(chr(117) + chr(11602 - 11486) + '\x66' + '\x2d' + chr(577 - 521)))(a4E8KpNcqtD5(xFDEVQn5qSdh)) if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'\xed\xde\xf0\xf5E\xba\xf3\xc2'), chr(100) + '\x65' + chr(1977 - 1878) + chr(0b1010111 + 0o30) + chr(0b1100100) + chr(3944 - 3843))('\165' + '\164' + '\x66' + chr(0b101011 + 0o2) + chr(3128 - 3072)))(AQ9ceR9AaoT1) else AQ9ceR9AaoT1 * a4E8KpNcqtD5(xFDEVQn5qSdh)
elif roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'\xed\xde\xf0\xf5E\xba\xf3\xc2'), chr(100) + chr(0b1100101) + '\143' + chr(0b1011010 + 0o25) + chr(8596 - 8496) + chr(6651 - 6550))(chr(0b1110 + 0o147) + chr(0b1110100) + chr(102) + chr(1315 - 1270) + chr(0b1110 + 0o52)))(xFDEVQn5qSdh):
xFDEVQn5qSdh = xFDEVQn5qSdh.toarray()
else:
xFDEVQn5qSdh = nDF4gVNx0u9Q.asarray(xFDEVQn5qSdh)
ZkpORfAzQ9Hw = nDF4gVNx0u9Q.SRWC_OfU1mLH(xFDEVQn5qSdh, nzTpIcepk0o8('\060' + chr(9746 - 9635) + chr(532 - 484), 8))
P1yWu4gF7vxH = nDF4gVNx0u9Q.logical_not(ZkpORfAzQ9Hw)
D5PckuCxp7LJ = P1yWu4gF7vxH / (xFDEVQn5qSdh + ZkpORfAzQ9Hw)
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'\xed\xde\xf0\xf5E\xba\xf3\xc2'), chr(100) + chr(0b1000 + 0o135) + '\x63' + '\x6f' + chr(9150 - 9050) + chr(0b1100101))(chr(10694 - 10577) + '\x74' + chr(102) + '\055' + chr(56)))(AQ9ceR9AaoT1):
LCrwg7lcbmU9 = AQ9ceR9AaoT1.multiply(D5PckuCxp7LJ).tocsr()
else:
LCrwg7lcbmU9 = nDF4gVNx0u9Q.asarray(AQ9ceR9AaoT1) * D5PckuCxp7LJ
LCrwg7lcbmU9[nDF4gVNx0u9Q.rYPkZ8_2D0X1(AQ9ceR9AaoT1.lhbM092AFW8f, dtype=nDF4gVNx0u9Q.TVUhqOt5_BbS) * ZkpORfAzQ9Hw] = S80ixeP3rRkl
return LCrwg7lcbmU9 |
noahbenson/neuropythy | neuropythy/util/core.py | zdivide | def zdivide(a, b, null=0):
'''
zdivide(a, b) returns the quotient a / b as a numpy array object. Unlike numpy's divide function
or a/b syntax, zdivide will thread over the earliest dimension possible; thus if a.shape is
(4,2) and b.shape is 4, zdivide(a,b) is a equivalent to [ai*zinv(bi) for (ai,bi) in zip(a,b)].
The optional argument null (default: 0) may be given to specify that zeros in the arary b should
instead be replaced with the given value in the result. Note that if this value is not equal to
0, then any sparse array passed as argument b must be reified.
The zdivide function never raises an error due to divide-by-zero; if you desire this behavior,
use the divide function instead.
Note that zdivide(a,b, null=z) is not quite equivalent to a*zinv(b, null=z) unless z is 0; if z
is not zero, then the same elements that are zet to z in zinv(b, null=z) are set to z in the
result of zdivide(a,b, null=z) rather than the equivalent element of a times z.
'''
(a,b) = unbroadcast(a,b)
return czdivide(a,b, null=null) | python | def zdivide(a, b, null=0):
'''
zdivide(a, b) returns the quotient a / b as a numpy array object. Unlike numpy's divide function
or a/b syntax, zdivide will thread over the earliest dimension possible; thus if a.shape is
(4,2) and b.shape is 4, zdivide(a,b) is a equivalent to [ai*zinv(bi) for (ai,bi) in zip(a,b)].
The optional argument null (default: 0) may be given to specify that zeros in the arary b should
instead be replaced with the given value in the result. Note that if this value is not equal to
0, then any sparse array passed as argument b must be reified.
The zdivide function never raises an error due to divide-by-zero; if you desire this behavior,
use the divide function instead.
Note that zdivide(a,b, null=z) is not quite equivalent to a*zinv(b, null=z) unless z is 0; if z
is not zero, then the same elements that are zet to z in zinv(b, null=z) are set to z in the
result of zdivide(a,b, null=z) rather than the equivalent element of a times z.
'''
(a,b) = unbroadcast(a,b)
return czdivide(a,b, null=null) | [
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"earliest",... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L742-L760 | train | A simple divide function that returns a quotient a and b. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + '\157' + '\x33' + chr(0b100111 + 0o11) + chr(0b1011 + 0o47), 17903 - 17895), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001) + chr(0b110011) + chr(2766 - 2711), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1010111 + 0o30) + chr(0b110011) + '\064' + chr(0b11001 + 0o35), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b101100 + 0o103) + '\x31' + chr(964 - 911) + '\063', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b100010 + 0o115) + chr(49) + '\065' + chr(48), 31367 - 31359), nzTpIcepk0o8('\x30' + chr(0b1010100 + 0o33) + chr(1519 - 1464) + chr(0b100101 + 0o14), 0b1000), nzTpIcepk0o8('\060' + chr(0b10100 + 0o133) + chr(0b101100 + 0o6) + chr(647 - 595) + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(111) + chr(0b101 + 0o62) + chr(2093 - 2040), 19689 - 19681), nzTpIcepk0o8('\x30' + chr(0b1000011 + 0o54) + chr(0b10111 + 0o33) + chr(0b110001) + chr(0b110000), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b11001 + 0o30) + '\x32' + '\064', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(54) + chr(50), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b10 + 0o60) + '\x34' + chr(1767 - 1715), 0o10), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(111) + '\x32' + chr(48) + chr(0b110010), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(0b110001) + '\063' + '\x32', 13622 - 13614), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b11101 + 0o26) + chr(0b110111) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(8251 - 8140) + chr(893 - 843) + chr(0b1011 + 0o54) + chr(0b110011), 12378 - 12370), nzTpIcepk0o8(chr(0b10000 + 0o40) + '\x6f' + '\063' + chr(0b110111) + chr(2061 - 2008), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(141 - 91) + chr(552 - 500) + chr(53), 0b1000), nzTpIcepk0o8('\060' + chr(4569 - 4458) + '\062' + chr(49) + '\x37', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b10110 + 0o33) + chr(657 - 607), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + '\060', 0b1000), nzTpIcepk0o8(chr(48) + chr(7029 - 6918) + chr(1363 - 1312) + chr(0b110010) + chr(55), 1443 - 1435), nzTpIcepk0o8(chr(48) + chr(7435 - 7324) + chr(0b110001) + chr(0b110111), 0b1000), nzTpIcepk0o8('\x30' + chr(3803 - 3692) + chr(2195 - 2145) + '\x31' + chr(2103 - 2050), ord("\x08")), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(111) + '\x31' + chr(54) + '\065', 20865 - 20857), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x32' + '\066', 55441 - 55433), nzTpIcepk0o8('\060' + chr(10358 - 10247) + chr(0b1011 + 0o47) + chr(0b110111) + '\x32', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b11111 + 0o24) + '\063' + chr(778 - 726), 13734 - 13726), nzTpIcepk0o8(chr(48) + chr(6771 - 6660) + chr(0b110011) + chr(2211 - 2163) + chr(0b10 + 0o56), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(49) + chr(0b101001 + 0o11) + chr(49), ord("\x08")), nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(9222 - 9111) + chr(49) + '\x36' + '\x35', 8), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(0b10100 + 0o133) + chr(0b101 + 0o56) + chr(52) + chr(0b11010 + 0o35), 5199 - 5191), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\062' + '\064' + '\x36', 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b100100 + 0o16) + chr(1522 - 1472) + '\x31', 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(2393 - 2344) + chr(0b110110) + '\062', 0b1000), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(0b100110 + 0o111) + chr(50) + chr(52) + '\x33', 8), nzTpIcepk0o8(chr(0b110 + 0o52) + '\157' + chr(51) + '\x34' + chr(54), 8), nzTpIcepk0o8(chr(48) + chr(0b1011101 + 0o22) + chr(1077 - 1027) + chr(0b110001) + chr(0b100111 + 0o20), 8), nzTpIcepk0o8(chr(742 - 694) + chr(111) + chr(0b11100 + 0o26) + chr(0b110100) + chr(0b101100 + 0o4), 10084 - 10076), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(1613 - 1559) + chr(51), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + chr(111) + '\065' + '\060', 52168 - 52160)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xec'), chr(0b1100100) + chr(0b111110 + 0o47) + chr(3844 - 3745) + chr(0b1101111) + '\x64' + chr(0b111111 + 0o46))('\x75' + chr(0b1110100) + chr(102) + chr(0b101101) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def JUUZk2hbXIow(AQ9ceR9AaoT1, xFDEVQn5qSdh, S80ixeP3rRkl=nzTpIcepk0o8('\x30' + chr(4138 - 4027) + '\x30', 8)):
(AQ9ceR9AaoT1, xFDEVQn5qSdh) = nXkJv7F4YPxm(AQ9ceR9AaoT1, xFDEVQn5qSdh)
return KbXoNT6U4xHa(AQ9ceR9AaoT1, xFDEVQn5qSdh, null=S80ixeP3rRkl) |
noahbenson/neuropythy | neuropythy/util/core.py | cpower | def cpower(a,b):
'''
cpower(a,b) is equivalent to a**b except that it also operates over sparse arrays; though it
must reify them to do so.
'''
if sps.issparse(a): a = a.toarray()
if sps.issparse(b): b = b.toarray()
return a ** b | python | def cpower(a,b):
'''
cpower(a,b) is equivalent to a**b except that it also operates over sparse arrays; though it
must reify them to do so.
'''
if sps.issparse(a): a = a.toarray()
if sps.issparse(b): b = b.toarray()
return a ** b | [
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L761-L768 | train | cpower is equivalent to a ** b except that it operates over sparse arrays ; it also operates over sparse arrays ; it also operates over sparse arrays ; it also operates over sparse arrays ; it also operates over sparse arrays ; it also operates over sparse arrays ; it must reify them to do so. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(1757 - 1709) + chr(0b1101111) + '\064' + '\060', ord("\x08")), nzTpIcepk0o8('\x30' + chr(2578 - 2467) + chr(0b110001) + '\065' + '\x31', 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(0b110001) + chr(0b1001 + 0o53) + chr(53), 0o10), nzTpIcepk0o8('\060' + '\157' + chr(1794 - 1743) + chr(1047 - 998) + chr(52), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\067' + '\064', ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\062' + '\x32' + chr(2178 - 2129), 38078 - 38070), nzTpIcepk0o8(chr(0b101 + 0o53) + '\157' + chr(49) + '\x32', 0b1000), nzTpIcepk0o8(chr(0b101100 + 0o4) + '\157' + chr(0b100 + 0o57) + chr(0b110001) + '\066', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(0b0 + 0o61), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(51) + '\065' + chr(2173 - 2121), 38587 - 38579), nzTpIcepk0o8('\060' + '\157' + chr(195 - 143) + '\067', 0b1000), nzTpIcepk0o8(chr(50 - 2) + chr(3641 - 3530) + chr(50) + chr(0b10000 + 0o45), 35041 - 35033), nzTpIcepk0o8(chr(48) + chr(0b101010 + 0o105) + chr(0b110011) + chr(0b100110 + 0o21) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(166 - 118) + '\157' + chr(1533 - 1482) + chr(50), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + '\061' + '\x36' + chr(1701 - 1649), 0b1000), nzTpIcepk0o8(chr(0b10011 + 0o35) + '\157' + chr(915 - 865) + chr(0b10010 + 0o36) + chr(0b110110), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b1100 + 0o47) + '\x31', 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110011) + '\066', ord("\x08")), nzTpIcepk0o8(chr(1276 - 1228) + '\x6f' + chr(0b110001 + 0o2) + chr(0b11001 + 0o32) + chr(0b11010 + 0o32), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(427 - 378) + '\065' + '\x34', 0o10), nzTpIcepk0o8(chr(1047 - 999) + '\157' + '\x33' + chr(0b110100) + chr(2954 - 2899), 17640 - 17632), nzTpIcepk0o8(chr(0b110000) + chr(12161 - 12050) + '\063' + chr(0b0 + 0o66) + '\x33', 10207 - 10199), nzTpIcepk0o8(chr(0b101000 + 0o10) + '\157' + chr(0b1 + 0o61) + '\067' + chr(0b1110 + 0o50), 53991 - 53983), nzTpIcepk0o8(chr(0b10100 + 0o34) + '\x6f' + chr(0b100100 + 0o15) + '\064' + chr(0b110010), 0o10), nzTpIcepk0o8(chr(2075 - 2027) + chr(0b1101111) + '\x32' + chr(0b11011 + 0o31) + chr(55), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b10110 + 0o131) + chr(0b110001) + chr(49), 8), nzTpIcepk0o8('\060' + chr(111) + chr(0b10100 + 0o41) + chr(0b110111), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(880 - 830) + chr(2111 - 2058), 8), nzTpIcepk0o8(chr(48) + '\x6f' + '\x32' + chr(0b101101 + 0o4), ord("\x08")), nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(10247 - 10136) + chr(0b110001) + chr(0b110100) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b11111 + 0o120) + chr(2375 - 2324) + '\060' + chr(0b10011 + 0o37), 56655 - 56647), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(50) + '\063', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(713 - 662) + chr(0b110101) + chr(660 - 605), 0o10), nzTpIcepk0o8('\060' + '\x6f' + '\061' + '\x35' + chr(51), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(51), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(442 - 392) + '\x34' + chr(0b100000 + 0o23), 0b1000), nzTpIcepk0o8(chr(1125 - 1077) + '\x6f' + chr(51) + '\065', 0b1000), nzTpIcepk0o8(chr(0b100110 + 0o12) + '\x6f' + chr(0b110011) + '\x32' + chr(0b110001 + 0o4), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1010 + 0o145) + '\x32' + chr(55) + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x32' + chr(0b110101), 8)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + chr(111) + '\065' + chr(786 - 738), 31638 - 31630)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x0e'), chr(8691 - 8591) + '\x65' + '\x63' + chr(0b10001 + 0o136) + chr(100) + '\145')(chr(0b110010 + 0o103) + '\164' + chr(7523 - 7421) + '\055' + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def BGsQgriGjZ7M(AQ9ceR9AaoT1, xFDEVQn5qSdh):
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'I\x1a\x16\xbc]\xe3y\xab'), chr(615 - 515) + chr(0b11011 + 0o112) + '\x63' + chr(1870 - 1759) + chr(0b1100100) + chr(637 - 536))(chr(0b1110101) + '\x74' + '\146' + chr(1172 - 1127) + '\x38'))(AQ9ceR9AaoT1):
AQ9ceR9AaoT1 = AQ9ceR9AaoT1.toarray()
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'I\x1a\x16\xbc]\xe3y\xab'), chr(0b1010111 + 0o15) + chr(0b101110 + 0o67) + '\143' + chr(111) + chr(100) + chr(0b1001 + 0o134))(chr(0b1001010 + 0o53) + chr(9594 - 9478) + chr(0b1100110) + chr(0b100111 + 0o6) + '\x38'))(xFDEVQn5qSdh):
xFDEVQn5qSdh = xFDEVQn5qSdh.toarray()
return AQ9ceR9AaoT1 ** xFDEVQn5qSdh |
noahbenson/neuropythy | neuropythy/util/core.py | power | def power(a,b):
'''
power(a,b) is equivalent to a**b except that, like the neuropythy.util.times function, it
threads over the earliest dimension possible rather than the latest, as numpy's power function
and ** syntax do. The power() function also works with sparse arrays; though it must reify
them during the process.
'''
(a,b) = unbroadcast(a,b)
return cpower(a,b) | python | def power(a,b):
'''
power(a,b) is equivalent to a**b except that, like the neuropythy.util.times function, it
threads over the earliest dimension possible rather than the latest, as numpy's power function
and ** syntax do. The power() function also works with sparse arrays; though it must reify
them during the process.
'''
(a,b) = unbroadcast(a,b)
return cpower(a,b) | [
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"la... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L774-L782 | train | Return the power of a and b. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(1305 - 1257) + '\x6f' + chr(0b1100 + 0o47) + chr(0b1100 + 0o52) + chr(0b111 + 0o55), ord("\x08")), nzTpIcepk0o8(chr(0b100110 + 0o12) + '\157' + chr(0b11101 + 0o26) + '\x32' + chr(54), ord("\x08")), nzTpIcepk0o8('\060' + chr(10121 - 10010) + chr(0b110100) + chr(0b1 + 0o66), 34851 - 34843), nzTpIcepk0o8(chr(48) + '\157' + chr(0b100100 + 0o16) + chr(50) + chr(0b101001 + 0o13), 11225 - 11217), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b11000 + 0o33) + '\062', 3486 - 3478), nzTpIcepk0o8(chr(0b11101 + 0o23) + '\x6f' + '\062' + '\065' + chr(0b110001), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b10100 + 0o133) + chr(0b110000 + 0o3) + '\x36', 0b1000), nzTpIcepk0o8('\060' + '\x6f' + '\061' + chr(54), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(4567 - 4456) + '\063' + '\x35' + chr(2041 - 1988), 20730 - 20722), nzTpIcepk0o8(chr(0b100000 + 0o20) + '\x6f' + chr(0b110001) + '\063' + chr(55), ord("\x08")), nzTpIcepk0o8(chr(1871 - 1823) + chr(3726 - 3615) + chr(51) + '\061', 0b1000), nzTpIcepk0o8('\060' + chr(5768 - 5657) + chr(49) + '\x37' + chr(0b10 + 0o61), 2867 - 2859), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(50) + chr(0b11000 + 0o37) + chr(0b100000 + 0o24), 0b1000), nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(6994 - 6883) + '\063' + '\x33' + chr(0b110111), 0o10), nzTpIcepk0o8(chr(1661 - 1613) + chr(111) + '\062' + chr(0b1 + 0o57) + chr(52), 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(51) + chr(0b110000) + chr(0b110110), 30697 - 30689), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110111), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110011) + chr(0b100111 + 0o12) + chr(0b11100 + 0o25), 0o10), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(3472 - 3361) + chr(51) + '\x32' + chr(49), 22320 - 22312), nzTpIcepk0o8(chr(2157 - 2109) + chr(0b1101111) + '\065' + '\x36', ord("\x08")), nzTpIcepk0o8(chr(1582 - 1534) + '\157' + chr(1235 - 1186) + chr(192 - 143) + chr(0b101000 + 0o12), ord("\x08")), nzTpIcepk0o8(chr(0b100010 + 0o16) + '\157' + '\061' + chr(2259 - 2204) + '\067', 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b10110 + 0o37) + '\x35', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\062' + chr(500 - 451) + chr(1481 - 1426), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + '\x32' + chr(49) + '\060', 64638 - 64630), nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(0b1101111) + chr(504 - 451) + chr(0b110100), 5835 - 5827), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(111) + chr(1763 - 1710) + chr(55), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b11110 + 0o25) + chr(0b110110) + chr(1735 - 1681), 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(726 - 671) + '\060', 0o10), nzTpIcepk0o8(chr(2100 - 2052) + '\x6f' + chr(2038 - 1989) + '\064' + chr(0b100001 + 0o17), 51561 - 51553), nzTpIcepk0o8(chr(48) + chr(1191 - 1080) + chr(0b1100 + 0o45) + chr(1001 - 953) + chr(52), ord("\x08")), nzTpIcepk0o8(chr(1363 - 1315) + '\x6f' + chr(0b110011) + chr(675 - 626) + chr(55), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(0b11111 + 0o23) + chr(2193 - 2144) + '\063', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x37' + chr(53), 0o10), nzTpIcepk0o8('\x30' + chr(0b1001010 + 0o45) + chr(0b110011) + chr(745 - 690) + '\x32', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1011101 + 0o22) + '\063' + '\x33' + chr(0b110111), 8), nzTpIcepk0o8(chr(0b100 + 0o54) + '\157' + chr(50) + chr(0b110010) + '\x34', 8), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b0 + 0o63) + chr(54) + chr(0b100010 + 0o22), 8), nzTpIcepk0o8('\060' + chr(111) + chr(0b1011 + 0o46) + chr(0b100000 + 0o27), 0o10), nzTpIcepk0o8('\x30' + chr(0b1100011 + 0o14) + chr(50) + chr(0b110100) + '\x32', ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + '\x6f' + chr(53) + chr(0b110000), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xda'), '\144' + chr(101) + chr(0b1100011) + chr(0b1100111 + 0o10) + '\144' + chr(101))('\165' + chr(116) + '\146' + '\x2d' + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def KaVzD3TM4jnW(AQ9ceR9AaoT1, xFDEVQn5qSdh):
(AQ9ceR9AaoT1, xFDEVQn5qSdh) = nXkJv7F4YPxm(AQ9ceR9AaoT1, xFDEVQn5qSdh)
return BGsQgriGjZ7M(AQ9ceR9AaoT1, xFDEVQn5qSdh) |
noahbenson/neuropythy | neuropythy/util/core.py | inner | def inner(a,b):
'''
inner(a,b) yields the dot product of a and b, doing so in a fashion that respects sparse
matrices when encountered. This does not error check for bad dimensionality.
If a or b are constants, then the result is just the a*b; if a and b are both vectors or both
matrices, then the inner product is dot(a,b); if a is a vector and b is a matrix, this is
equivalent to as if a were a matrix with 1 row; and if a is a matrix and b a vector, this is
equivalent to as if b were a matrix with 1 column.
'''
if sps.issparse(a): return a.dot(b)
else: a = np.asarray(a)
if len(a.shape) == 0: return a*b
if sps.issparse(b):
if len(a.shape) == 1: return b.T.dot(a)
else: return b.T.dot(a.T).T
else: b = np.asarray(b)
if len(b.shape) == 0: return a*b
if len(a.shape) == 1 and len(b.shape) == 2: return np.dot(b.T, a)
else: return np.dot(a,b) | python | def inner(a,b):
'''
inner(a,b) yields the dot product of a and b, doing so in a fashion that respects sparse
matrices when encountered. This does not error check for bad dimensionality.
If a or b are constants, then the result is just the a*b; if a and b are both vectors or both
matrices, then the inner product is dot(a,b); if a is a vector and b is a matrix, this is
equivalent to as if a were a matrix with 1 row; and if a is a matrix and b a vector, this is
equivalent to as if b were a matrix with 1 column.
'''
if sps.issparse(a): return a.dot(b)
else: a = np.asarray(a)
if len(a.shape) == 0: return a*b
if sps.issparse(b):
if len(a.shape) == 1: return b.T.dot(a)
else: return b.T.dot(a.T).T
else: b = np.asarray(b)
if len(b.shape) == 0: return a*b
if len(a.shape) == 1 and len(b.shape) == 2: return np.dot(b.T, a)
else: return np.dot(a,b) | [
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equivalent to as if a were a matrix with 1 row; and if a is a matrix and b a vector, this is
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"di... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L783-L802 | train | inner function for sparse matrices | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + chr(4044 - 3933) + chr(0b11000 + 0o32) + '\065' + chr(0b10010 + 0o43), 0b1000), nzTpIcepk0o8(chr(2278 - 2230) + '\157' + '\061' + chr(0b11111 + 0o24) + chr(0b100001 + 0o23), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x32' + chr(0b100100 + 0o15) + '\066', 6075 - 6067), nzTpIcepk0o8('\060' + chr(8223 - 8112) + chr(0b110010), 0o10), nzTpIcepk0o8(chr(263 - 215) + chr(0b1101111) + chr(0b100111 + 0o14) + chr(0b100100 + 0o15) + chr(1341 - 1292), 0o10), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(111) + chr(1338 - 1288) + chr(0b110111) + '\067', 27497 - 27489), nzTpIcepk0o8(chr(0b110000) + chr(0b111 + 0o150) + '\061' + '\065' + chr(53), 0o10), nzTpIcepk0o8('\x30' + chr(11170 - 11059) + '\x32' + chr(52) + chr(50), 0b1000), nzTpIcepk0o8(chr(0b101001 + 0o7) + '\x6f' + chr(0b110011) + chr(0b100011 + 0o16), 0b1000), nzTpIcepk0o8('\060' + chr(0b1011101 + 0o22) + '\066' + '\x34', 0o10), nzTpIcepk0o8('\x30' + chr(9665 - 9554) + chr(703 - 651) + chr(0b101101 + 0o3), 0o10), nzTpIcepk0o8('\060' + chr(0b1000110 + 0o51) + '\x32' + '\063' + '\063', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b10 + 0o155) + chr(807 - 758) + chr(48) + chr(0b110100), 0b1000), nzTpIcepk0o8('\x30' + chr(11809 - 11698) + chr(52) + chr(48), 8), nzTpIcepk0o8(chr(0b110000) + chr(6239 - 6128) + chr(49) + chr(0b110101), 57273 - 57265), nzTpIcepk0o8(chr(48) + chr(0b1010100 + 0o33) + '\x31' + chr(0b11111 + 0o25) + chr(0b101110 + 0o2), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b10100 + 0o37) + chr(53) + chr(0b110100), 0o10), nzTpIcepk0o8(chr(971 - 923) + chr(111) + chr(0b101110 + 0o4) + '\063' + chr(2581 - 2530), 8), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b100011 + 0o16) + '\061' + chr(0b11001 + 0o31), 33514 - 33506), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b101001 + 0o12) + '\067' + chr(0b10010 + 0o42), ord("\x08")), nzTpIcepk0o8(chr(0b110 + 0o52) + chr(11981 - 11870) + chr(2155 - 2104) + '\x34' + chr(0b110000), 45108 - 45100), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b100 + 0o57) + chr(1568 - 1515) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(49) + '\x32' + chr(1705 - 1656), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(8248 - 8137) + chr(0b11110 + 0o31), 32795 - 32787), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\062' + chr(2368 - 2318) + chr(2674 - 2620), 0b1000), nzTpIcepk0o8(chr(48) + chr(6433 - 6322) + chr(2290 - 2241) + chr(0b100101 + 0o16) + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(1095 - 1047) + '\x6f' + chr(0b101 + 0o55) + chr(388 - 338) + chr(51), 0b1000), nzTpIcepk0o8('\060' + '\157' + '\063' + chr(49) + chr(1642 - 1588), ord("\x08")), nzTpIcepk0o8(chr(0b11011 + 0o25) + chr(111) + '\062', 8), nzTpIcepk0o8(chr(48) + chr(0b1111 + 0o140) + chr(0b100000 + 0o23), 36146 - 36138), nzTpIcepk0o8(chr(520 - 472) + chr(0b1101111) + '\062' + '\061', 14620 - 14612), nzTpIcepk0o8(chr(660 - 612) + '\x6f' + '\062' + '\065' + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(5522 - 5411) + chr(0b110011) + chr(0b110100) + chr(0b110110), 16573 - 16565), nzTpIcepk0o8('\060' + '\157' + chr(0b110100) + chr(1993 - 1944), 40378 - 40370), nzTpIcepk0o8(chr(48) + chr(0b1001000 + 0o47) + '\063' + '\062' + chr(2603 - 2550), 20485 - 20477), nzTpIcepk0o8('\060' + chr(111) + chr(51) + chr(0b110100) + chr(51), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1011010 + 0o25) + chr(0b110011) + '\065' + '\062', 0o10), nzTpIcepk0o8('\x30' + chr(0b1011000 + 0o27) + '\062' + '\064' + '\x36', 0o10), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(0b1100101 + 0o12) + chr(0b110011) + chr(0b110010) + chr(0b110010), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + '\067' + '\x37', ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + chr(111) + '\x35' + '\060', 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x83'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(9501 - 9390) + chr(396 - 296) + chr(0b1100101))(chr(0b1110101) + chr(11491 - 11375) + chr(3782 - 3680) + '\055' + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def E1EkuSWeEBUc(AQ9ceR9AaoT1, xFDEVQn5qSdh):
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'\xc4/\xfdr\xa8\xcd\x1e\xc7'), '\144' + chr(0b1100101) + chr(99) + '\x6f' + chr(0b1011110 + 0o6) + chr(0b1100101))(chr(117) + '\164' + chr(739 - 637) + chr(1308 - 1263) + chr(351 - 295)))(AQ9ceR9AaoT1):
return roI3spqORKae(AQ9ceR9AaoT1, roI3spqORKae(ES5oEprVxulp(b'\xc93\xfa'), '\144' + chr(101) + chr(573 - 474) + '\157' + '\x64' + '\145')(chr(0b1110101) + '\x74' + chr(0b1100110) + '\055' + chr(0b111000)))(xFDEVQn5qSdh)
else:
AQ9ceR9AaoT1 = nDF4gVNx0u9Q.asarray(AQ9ceR9AaoT1)
if ftfygxgFas5X(roI3spqORKae(AQ9ceR9AaoT1, roI3spqORKae(ES5oEprVxulp(b'\xc14\xecO\xf9\x86_\xe3_c\x18\xfd'), '\144' + chr(101) + chr(99) + chr(111) + '\144' + chr(101))(chr(117) + chr(0b1010101 + 0o37) + chr(9378 - 9276) + chr(45) + chr(0b11011 + 0o35)))) == nzTpIcepk0o8('\060' + chr(111) + '\060', 54021 - 54013):
return AQ9ceR9AaoT1 * xFDEVQn5qSdh
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'\xc4/\xfdr\xa8\xcd\x1e\xc7'), '\144' + '\145' + chr(0b1001010 + 0o31) + chr(0b1101111) + '\144' + chr(101))('\x75' + '\164' + chr(0b1100110) + chr(0b101101) + chr(0b1101 + 0o53)))(xFDEVQn5qSdh):
if ftfygxgFas5X(roI3spqORKae(AQ9ceR9AaoT1, roI3spqORKae(ES5oEprVxulp(b'\xc14\xecO\xf9\x86_\xe3_c\x18\xfd'), '\144' + chr(0b1100101) + '\143' + '\x6f' + chr(4662 - 4562) + chr(0b1000110 + 0o37))('\x75' + chr(0b110110 + 0o76) + chr(0b1110 + 0o130) + chr(45) + '\070'))) == nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b1011 + 0o46), ord("\x08")):
return roI3spqORKae(xFDEVQn5qSdh.T, roI3spqORKae(ES5oEprVxulp(b'\xc93\xfa'), chr(0b100000 + 0o104) + chr(0b1100101) + '\x63' + '\157' + '\x64' + chr(0b1011010 + 0o13))(chr(117) + '\164' + chr(2557 - 2455) + '\x2d' + '\070'))(AQ9ceR9AaoT1)
else:
return roI3spqORKae(xFDEVQn5qSdh.T.dot(AQ9ceR9AaoT1.T), roI3spqORKae(ES5oEprVxulp(b'\xc5-\xb8Z\x8c\x8b2\xecqP\x16\xc9'), '\144' + chr(0b1000110 + 0o37) + chr(2122 - 2023) + chr(0b101110 + 0o101) + chr(0b1100100) + chr(101))(chr(117) + '\x74' + chr(0b10010 + 0o124) + '\055' + '\070'))
else:
xFDEVQn5qSdh = nDF4gVNx0u9Q.asarray(xFDEVQn5qSdh)
if ftfygxgFas5X(roI3spqORKae(xFDEVQn5qSdh, roI3spqORKae(ES5oEprVxulp(b'\xc14\xecO\xf9\x86_\xe3_c\x18\xfd'), chr(100) + '\145' + chr(0b1000110 + 0o35) + chr(0b11 + 0o154) + chr(0b11100 + 0o110) + chr(9799 - 9698))(chr(0b10100 + 0o141) + '\164' + chr(0b110101 + 0o61) + '\055' + chr(56)))) == nzTpIcepk0o8(chr(294 - 246) + '\x6f' + chr(0b111 + 0o51), 8):
return AQ9ceR9AaoT1 * xFDEVQn5qSdh
if ftfygxgFas5X(roI3spqORKae(AQ9ceR9AaoT1, roI3spqORKae(ES5oEprVxulp(b'\xc14\xecO\xf9\x86_\xe3_c\x18\xfd'), '\x64' + chr(0b1100101) + '\x63' + '\x6f' + '\144' + chr(101))(chr(117) + '\164' + '\146' + chr(0b101101) + chr(0b100111 + 0o21)))) == nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001), 8) and ftfygxgFas5X(roI3spqORKae(xFDEVQn5qSdh, roI3spqORKae(ES5oEprVxulp(b'\xc14\xecO\xf9\x86_\xe3_c\x18\xfd'), chr(0b110011 + 0o61) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1010100 + 0o20) + chr(3905 - 3804))(chr(0b1110101) + '\x74' + '\x66' + chr(0b101101 + 0o0) + chr(1828 - 1772)))) == nzTpIcepk0o8(chr(0b100 + 0o54) + chr(111) + chr(1102 - 1052), 8):
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xc93\xfa'), chr(100) + chr(0b1100101) + chr(4725 - 4626) + chr(111) + chr(0b111100 + 0o50) + chr(0b10101 + 0o120))(chr(0b1110101) + chr(116) + chr(1080 - 978) + chr(0b101101) + '\x38'))(roI3spqORKae(xFDEVQn5qSdh, roI3spqORKae(ES5oEprVxulp(b'\xc5-\xb8Z\x8c\x8b2\xecqP\x16\xc9'), chr(100) + chr(101) + chr(0b1100 + 0o127) + chr(111) + chr(0b10111 + 0o115) + chr(101))('\165' + chr(10090 - 9974) + '\146' + chr(1663 - 1618) + chr(1618 - 1562))), AQ9ceR9AaoT1)
else:
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xc93\xfa'), chr(0b1100100) + chr(0b1000011 + 0o42) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\145')('\165' + chr(116) + chr(0b1100110) + chr(1265 - 1220) + chr(56)))(AQ9ceR9AaoT1, xFDEVQn5qSdh) |
noahbenson/neuropythy | neuropythy/util/core.py | sine | def sine(x):
'''
sine(x) is equivalent to sin(x) except that it also works on sparse arrays.
'''
if sps.issparse(x):
x = x.copy()
x.data = np.sine(x.data)
return x
else: return np.sin(x) | python | def sine(x):
'''
sine(x) is equivalent to sin(x) except that it also works on sparse arrays.
'''
if sps.issparse(x):
x = x.copy()
x.data = np.sine(x.data)
return x
else: return np.sin(x) | [
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L803-L811 | train | sine is equivalent to sin ( x ) except that it works on sparse arrays. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + '\157' + chr(0b110111) + '\065', 0o10), nzTpIcepk0o8(chr(0b111 + 0o51) + chr(111) + chr(51) + chr(0b101101 + 0o11) + chr(1711 - 1662), 48431 - 48423), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x33' + chr(1653 - 1599) + chr(2174 - 2120), 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(0b1110 + 0o43) + chr(54), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110010) + chr(55) + '\060', 37388 - 37380), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x31' + chr(2421 - 2367), 8), nzTpIcepk0o8('\060' + chr(111) + chr(0b110100) + chr(48), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(241 - 190) + chr(0b110010) + chr(1407 - 1355), 64442 - 64434), nzTpIcepk0o8(chr(2082 - 2034) + '\157' + chr(1383 - 1334) + '\x37' + chr(49), 5108 - 5100), nzTpIcepk0o8(chr(0b101 + 0o53) + chr(0b1101111) + chr(796 - 745) + chr(0b1111 + 0o50), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(154 - 105) + chr(49) + chr(51), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(1070 - 1021) + '\062' + '\064', 9541 - 9533), nzTpIcepk0o8('\060' + '\157' + chr(2083 - 2031) + chr(1430 - 1381), 0b1000), nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(0b1101111) + chr(0b110001) + chr(0b110101) + chr(2715 - 2662), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110001) + chr(0b101111 + 0o2) + chr(53), 0b1000), nzTpIcepk0o8(chr(274 - 226) + '\157' + '\063' + chr(0b110010) + chr(0b110111), 10634 - 10626), nzTpIcepk0o8('\x30' + chr(0b10111 + 0o130) + chr(0b100000 + 0o24), 9125 - 9117), nzTpIcepk0o8('\060' + chr(2778 - 2667) + '\x32' + chr(53) + chr(48), 0b1000), nzTpIcepk0o8(chr(1988 - 1940) + chr(0b1001001 + 0o46) + chr(49) + chr(0b101000 + 0o17) + chr(0b1000 + 0o56), 50563 - 50555), nzTpIcepk0o8('\060' + chr(8389 - 8278) + chr(50) + '\x36' + chr(0b110001 + 0o6), 0b1000), nzTpIcepk0o8(chr(0b10011 + 0o35) + '\x6f' + chr(0b11000 + 0o33) + '\066' + chr(50), 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(0b110 + 0o54) + chr(232 - 182) + chr(51), 25114 - 25106), nzTpIcepk0o8('\060' + chr(6330 - 6219) + chr(0b10100 + 0o35) + '\067' + '\x37', 53073 - 53065), nzTpIcepk0o8(chr(2215 - 2167) + '\157' + chr(0b1100 + 0o52) + chr(52), 53503 - 53495), nzTpIcepk0o8(chr(1007 - 959) + chr(0b1111 + 0o140) + chr(0b110011) + '\x37' + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(0b1010100 + 0o33) + '\063' + chr(0b110000) + chr(758 - 706), 11549 - 11541), nzTpIcepk0o8(chr(0b101100 + 0o4) + '\157' + '\063' + chr(0b110110) + '\060', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1100110 + 0o11) + chr(0b10100 + 0o37) + chr(48) + chr(0b110110), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b1011 + 0o47) + chr(55) + chr(0b110 + 0o54), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(2207 - 2157) + '\067' + '\061', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\x31' + chr(0b10101 + 0o40) + chr(2194 - 2141), 8), nzTpIcepk0o8(chr(48) + chr(0b10100 + 0o133) + chr(1192 - 1143) + '\064' + chr(890 - 840), 0o10), nzTpIcepk0o8('\x30' + chr(0b11 + 0o154) + '\x31' + chr(0b1100 + 0o53) + '\062', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1336 - 1285) + chr(49) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(0b101 + 0o53) + chr(0b1011 + 0o144) + '\x32' + chr(53), 53716 - 53708), nzTpIcepk0o8(chr(1552 - 1504) + '\157' + chr(0b10001 + 0o42) + chr(0b110000 + 0o7) + chr(54), 0o10), nzTpIcepk0o8(chr(0b0 + 0o60) + '\157' + '\x33' + '\065' + '\x37', 0b1000), nzTpIcepk0o8(chr(1473 - 1425) + chr(0b110111 + 0o70) + '\x31' + chr(1708 - 1656) + chr(773 - 721), 0o10), nzTpIcepk0o8(chr(505 - 457) + '\x6f' + chr(0b110011) + '\060' + chr(0b1100 + 0o50), 8), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110 + 0o55) + chr(50) + chr(50), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\065' + '\060', 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x13'), chr(0b1100100) + chr(0b1100101) + chr(0b1000010 + 0o41) + '\x6f' + chr(8856 - 8756) + chr(101))(chr(6416 - 6299) + chr(12570 - 12454) + chr(0b1101 + 0o131) + chr(0b10011 + 0o32) + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def sQKca4aCbDjp(bI5jsQ9OkQtj):
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'T\x82\x85~\xd9|S\xb1'), '\144' + chr(0b111110 + 0o47) + chr(7437 - 7338) + '\157' + '\x64' + chr(101))(chr(0b1110101) + chr(116) + '\x66' + '\055' + chr(0b110000 + 0o10)))(bI5jsQ9OkQtj):
bI5jsQ9OkQtj = bI5jsQ9OkQtj.copy()
bI5jsQ9OkQtj.FfKOThdpoDTb = nDF4gVNx0u9Q.sine(bI5jsQ9OkQtj.FfKOThdpoDTb)
return bI5jsQ9OkQtj
else:
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'i\xbc\x9ak\xf4XZ\xa0\x08L\x07\x0e'), chr(100) + chr(101) + '\x63' + chr(6405 - 6294) + chr(2530 - 2430) + chr(5613 - 5512))('\165' + '\164' + '\146' + chr(0b110 + 0o47) + chr(133 - 77)))(bI5jsQ9OkQtj) |
noahbenson/neuropythy | neuropythy/util/core.py | cosine | def cosine(x):
'''
cosine(x) is equivalent to cos(x) except that it also works on sparse arrays.
'''
# cos(0) = 1 so no point in keeping these sparse
if sps.issparse(x): x = x.toarray(x)
return np.cos(x) | python | def cosine(x):
'''
cosine(x) is equivalent to cos(x) except that it also works on sparse arrays.
'''
# cos(0) = 1 so no point in keeping these sparse
if sps.issparse(x): x = x.toarray(x)
return np.cos(x) | [
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L812-L818 | train | cosine is equivalent to cos ( x ) except that it works on sparse arrays. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b101101 + 0o3) + '\157' + chr(49) + '\065', 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(50) + '\x36', 0b1000), nzTpIcepk0o8('\x30' + chr(0b111 + 0o150) + chr(137 - 88) + chr(2216 - 2163) + chr(417 - 367), 810 - 802), nzTpIcepk0o8(chr(1991 - 1943) + chr(0b1001011 + 0o44) + '\x32' + chr(0b101100 + 0o7) + chr(0b110110), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1000010 + 0o55) + '\067' + '\x31', 5718 - 5710), nzTpIcepk0o8(chr(0b11001 + 0o27) + '\x6f' + chr(0b1001 + 0o50) + chr(51) + chr(0b110111), 0b1000), nzTpIcepk0o8('\060' + chr(8263 - 8152) + chr(0b110001) + chr(55) + '\x32', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(2295 - 2245) + chr(50) + '\067', ord("\x08")), nzTpIcepk0o8(chr(1030 - 982) + '\157' + chr(97 - 44) + chr(0b100101 + 0o14), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + '\x37' + chr(0b100111 + 0o13), ord("\x08")), nzTpIcepk0o8(chr(571 - 523) + chr(0b1100010 + 0o15) + chr(51) + '\x34', 0o10), nzTpIcepk0o8(chr(1712 - 1664) + chr(0b1101111) + chr(0b100001 + 0o20) + '\064' + '\x37', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b100010 + 0o115) + chr(0b11011 + 0o26) + chr(0b110010), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(54) + chr(51), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\063' + chr(52), 8), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110010) + '\061' + chr(0b1111 + 0o43), 12415 - 12407), nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(0b1101111) + chr(0b110010) + chr(0b10101 + 0o33) + chr(0b110110 + 0o0), 46769 - 46761), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x33' + chr(49) + '\067', 0b1000), nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(0b1110 + 0o141) + chr(1923 - 1874) + chr(0b110011) + chr(0b110111), 8), nzTpIcepk0o8(chr(1057 - 1009) + chr(0b1101111) + '\063' + '\066' + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(623 - 574) + chr(1349 - 1295), ord("\x08")), nzTpIcepk0o8(chr(2112 - 2064) + chr(9219 - 9108) + '\062' + '\063' + chr(0b110110), 8), nzTpIcepk0o8('\060' + chr(3532 - 3421) + '\x31' + chr(0b110011) + chr(49), 3531 - 3523), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x31' + chr(207 - 158) + '\066', 10755 - 10747), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\063' + chr(53) + '\x36', 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(0b101010 + 0o10) + chr(0b10000 + 0o41) + chr(447 - 396), 63974 - 63966), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(51) + chr(0b110100) + chr(48), 53375 - 53367), nzTpIcepk0o8(chr(0b1111 + 0o41) + '\157' + chr(50) + '\064', 0o10), nzTpIcepk0o8('\060' + chr(9875 - 9764) + '\x36' + '\x30', 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110100) + '\x33', 0b1000), nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(111) + '\x31' + '\x37', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(1684 - 1634) + '\061', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(139 - 89) + chr(0b110011) + chr(0b110001), 3865 - 3857), nzTpIcepk0o8(chr(0b11011 + 0o25) + chr(0b100111 + 0o110) + '\x31' + chr(0b110001) + '\065', 13618 - 13610), nzTpIcepk0o8('\060' + '\x6f' + '\x36' + chr(933 - 879), ord("\x08")), nzTpIcepk0o8(chr(2218 - 2170) + chr(3094 - 2983) + chr(0b111 + 0o52) + '\x32' + '\x35', 45478 - 45470), nzTpIcepk0o8(chr(48) + '\157' + '\066' + chr(0b110000), 8), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(1249 - 1200) + chr(53) + chr(55), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(6392 - 6281) + '\x34' + chr(50), 0o10), nzTpIcepk0o8(chr(48) + chr(2410 - 2299) + chr(49) + '\063' + chr(0b110001 + 0o2), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + '\x6f' + '\x35' + '\060', 53477 - 53469)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'#'), '\x64' + chr(0b110011 + 0o62) + chr(1202 - 1103) + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(0b1010 + 0o43) + chr(0b11 + 0o65)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def IOFHOhYS2VcO(bI5jsQ9OkQtj):
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'de\x19\xeeX-\t\xf2'), '\144' + chr(4697 - 4596) + chr(361 - 262) + chr(0b1010100 + 0o33) + chr(0b1100100) + chr(0b111110 + 0o47))(chr(203 - 86) + chr(116) + '\146' + '\x2d' + chr(56)))(bI5jsQ9OkQtj):
bI5jsQ9OkQtj = bI5jsQ9OkQtj.toarray(bI5jsQ9OkQtj)
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'`Z\x18\xf7u0\x12\xe0x\x03R2'), chr(4462 - 4362) + chr(6390 - 6289) + chr(0b10111 + 0o114) + '\157' + chr(0b1100100) + chr(0b1011100 + 0o11))(chr(117) + chr(116) + chr(0b100100 + 0o102) + chr(0b1010 + 0o43) + chr(2091 - 2035)))(bI5jsQ9OkQtj) |
noahbenson/neuropythy | neuropythy/util/core.py | tangent | def tangent(x, null=(-np.inf, np.inf), rtol=default_rtol, atol=default_atol):
'''
tangent(x) is equivalent to tan(x) except that it also works on sparse arrays.
The optional argument null (default, (-numpy.inf, numpy.inf)) may be specified to indicate what
value(s) should be assigned when x == -pi/2 or -pi/2. If only one number is given, then it is
used for both values; otherwise the first value corresponds to -pi/2 and the second to pi/2.
A value of x is considered to be equal to one of these valids based on numpy.isclose. The
optional arguments rtol and atol are passed along to isclose. If null is None, then no
replacement is performed.
'''
if sps.issparse(x):
x = x.copy()
x.data = tangent(x.data, null=null, rtol=rtol, atol=atol)
return x
else: x = np.asarray(x)
if rtol is None: rtol = default_rtol
if atol is None: atol = default_atol
try: (nln,nlp) = null
except Exception: (nln,nlp) = (null,null)
x = np.mod(x + pi, tau) - pi
ii = None if nln is None else np.where(np.isclose(x, neghpi, rtol=rtol, atol=atol))
jj = None if nlp is None else np.where(np.isclose(x, hpi, rtol=rtol, atol=atol))
x = np.tan(x)
if ii: x[ii] = nln
if jj: x[jj] = nlp
return x | python | def tangent(x, null=(-np.inf, np.inf), rtol=default_rtol, atol=default_atol):
'''
tangent(x) is equivalent to tan(x) except that it also works on sparse arrays.
The optional argument null (default, (-numpy.inf, numpy.inf)) may be specified to indicate what
value(s) should be assigned when x == -pi/2 or -pi/2. If only one number is given, then it is
used for both values; otherwise the first value corresponds to -pi/2 and the second to pi/2.
A value of x is considered to be equal to one of these valids based on numpy.isclose. The
optional arguments rtol and atol are passed along to isclose. If null is None, then no
replacement is performed.
'''
if sps.issparse(x):
x = x.copy()
x.data = tangent(x.data, null=null, rtol=rtol, atol=atol)
return x
else: x = np.asarray(x)
if rtol is None: rtol = default_rtol
if atol is None: atol = default_atol
try: (nln,nlp) = null
except Exception: (nln,nlp) = (null,null)
x = np.mod(x + pi, tau) - pi
ii = None if nln is None else np.where(np.isclose(x, neghpi, rtol=rtol, atol=atol))
jj = None if nlp is None else np.where(np.isclose(x, hpi, rtol=rtol, atol=atol))
x = np.tan(x)
if ii: x[ii] = nln
if jj: x[jj] = nlp
return x | [
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The optional argument null (default, (-numpy.inf, numpy.inf)) may be specified to indicate what
value(s) should be assigned when x == -pi/2 or -pi/2. If only one number is given, then it is
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L819-L845 | train | tangent function for the is
| GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(1693 - 1645) + chr(111) + '\x33' + chr(173 - 123) + chr(0b110010 + 0o4), 54144 - 54136), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1498 - 1447) + chr(54) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b101100 + 0o4) + '\157' + '\x31' + chr(0b10111 + 0o32) + chr(53), ord("\x08")), nzTpIcepk0o8(chr(274 - 226) + chr(10691 - 10580) + chr(0b110001) + chr(0b110111) + chr(489 - 438), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + '\063' + chr(0b0 + 0o61) + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1010001 + 0o36) + '\x32' + chr(615 - 561) + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + '\063' + '\065' + chr(0b11000 + 0o31), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + '\061' + chr(48) + '\x34', 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(52) + '\x35', 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(621 - 572) + chr(50) + '\x33', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1100 + 0o143) + chr(1808 - 1759) + chr(2171 - 2121) + '\067', ord("\x08")), nzTpIcepk0o8(chr(0b1001 + 0o47) + '\x6f' + chr(336 - 287) + chr(0b10011 + 0o41) + chr(245 - 191), 13180 - 13172), nzTpIcepk0o8('\x30' + chr(3378 - 3267) + chr(51) + chr(0b1110 + 0o45) + chr(0b10101 + 0o40), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b11 + 0o56) + chr(0b101111 + 0o7) + '\x35', 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(733 - 683) + chr(2020 - 1968) + chr(715 - 662), 0o10), nzTpIcepk0o8('\060' + chr(0b100110 + 0o111) + chr(1149 - 1099) + '\x35' + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(793 - 745) + chr(0b1101101 + 0o2) + '\062' + chr(1886 - 1835) + '\x30', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + '\063' + chr(52) + chr(55), 0o10), nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(111) + chr(0b10101 + 0o36) + '\x37' + chr(51), 0o10), nzTpIcepk0o8(chr(1799 - 1751) + chr(6562 - 6451) + chr(0b110011) + '\061' + chr(54), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1 + 0o156) + chr(0b1111 + 0o43) + chr(0b100100 + 0o20) + chr(51), 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(50) + chr(0b110011) + chr(0b110011), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x32' + chr(48) + '\067', 0b1000), nzTpIcepk0o8(chr(1633 - 1585) + '\x6f' + '\062' + chr(54) + chr(0b10110 + 0o37), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + '\061' + chr(2553 - 2500) + chr(0b110000), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110001) + chr(909 - 857) + '\060', ord("\x08")), nzTpIcepk0o8('\060' + chr(6316 - 6205) + '\062' + '\x32' + '\x34', 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\062' + '\x37', ord("\x08")), nzTpIcepk0o8(chr(1866 - 1818) + chr(0b1101111) + chr(50) + '\061' + '\x35', 0b1000), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(620 - 509) + chr(861 - 812) + chr(52) + chr(48), 8), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(0b1101111) + '\x33' + chr(0b100000 + 0o25) + chr(50), 10887 - 10879), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(49) + chr(0b110001) + chr(52), 0o10), nzTpIcepk0o8(chr(2211 - 2163) + '\157' + '\x37' + chr(0b110001), 57628 - 57620), nzTpIcepk0o8(chr(446 - 398) + '\x6f' + chr(51) + chr(50) + chr(0b110110), 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x32' + '\067' + chr(54), 0o10), nzTpIcepk0o8(chr(0b10010 + 0o36) + chr(111) + chr(0b1101 + 0o46) + '\x30' + chr(53), ord("\x08")), nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(0b1101111) + '\x31' + '\x35' + '\067', 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b110011) + chr(0b110110) + chr(53), 0o10), nzTpIcepk0o8(chr(1891 - 1843) + chr(111) + '\x32' + chr(1167 - 1114) + '\x32', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\x32' + '\x37' + '\060', 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(0b1101111) + '\x35' + '\x30', 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xf8'), '\x64' + chr(101) + '\143' + chr(7800 - 7689) + '\x64' + chr(0b1100101))('\x75' + chr(4834 - 4718) + '\x66' + chr(1796 - 1751) + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def rFhkDrFMZY6o(bI5jsQ9OkQtj, S80ixeP3rRkl=(-roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xb0\xba\x03\x03\x92\x8b\x8d\x03Df\x1f_'), chr(0b1100100) + chr(101) + '\x63' + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(4713 - 4596) + chr(0b1110100) + chr(0b1100110) + '\055' + '\x38')), roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xb0\xba\x03\x03\x92\x8b\x8d\x03Df\x1f_'), '\x64' + '\x65' + chr(1691 - 1592) + '\157' + chr(0b1100100) + chr(6979 - 6878))(chr(0b1100111 + 0o16) + chr(3027 - 2911) + chr(9753 - 9651) + chr(1339 - 1294) + '\070'))), y1RO0EXVYr0w=gWomXT48duxx, zNgXxNAMxY5t=HBdVjkZYQmt9):
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'\xbf\x84>\x0b\xab\xc0\x9a!'), chr(6062 - 5962) + '\145' + '\x63' + chr(111) + '\x64' + chr(0b1100001 + 0o4))(chr(117) + '\164' + chr(102) + chr(0b101101) + chr(0b1001 + 0o57)))(bI5jsQ9OkQtj):
bI5jsQ9OkQtj = bI5jsQ9OkQtj.copy()
bI5jsQ9OkQtj.FfKOThdpoDTb = rFhkDrFMZY6o(bI5jsQ9OkQtj.FfKOThdpoDTb, null=S80ixeP3rRkl, rtol=y1RO0EXVYr0w, atol=zNgXxNAMxY5t)
return bI5jsQ9OkQtj
else:
bI5jsQ9OkQtj = nDF4gVNx0u9Q.asarray(bI5jsQ9OkQtj)
if y1RO0EXVYr0w is None:
y1RO0EXVYr0w = gWomXT48duxx
if zNgXxNAMxY5t is None:
zNgXxNAMxY5t = HBdVjkZYQmt9
try:
(XiFF8dvtS95M, XGYptV8xXhxr) = S80ixeP3rRkl
except zfo2Sgkz3IVJ:
(XiFF8dvtS95M, XGYptV8xXhxr) = (S80ixeP3rRkl, S80ixeP3rRkl)
bI5jsQ9OkQtj = nDF4gVNx0u9Q.mod(bI5jsQ9OkQtj + nMrXkRpTQ9Oo, OzjfUPwYt9n6) - nMrXkRpTQ9Oo
p8Ou2emaDF7Z = None if XiFF8dvtS95M is None else nDF4gVNx0u9Q.xWH4M7K6Qbd3(nDF4gVNx0u9Q.SRWC_OfU1mLH(bI5jsQ9OkQtj, __I_LbCJlRR_, rtol=y1RO0EXVYr0w, atol=zNgXxNAMxY5t))
LxiGDjk7lqO2 = None if XGYptV8xXhxr is None else nDF4gVNx0u9Q.xWH4M7K6Qbd3(nDF4gVNx0u9Q.SRWC_OfU1mLH(bI5jsQ9OkQtj, LEsmNKBD7se0, rtol=y1RO0EXVYr0w, atol=zNgXxNAMxY5t))
bI5jsQ9OkQtj = nDF4gVNx0u9Q.tan(bI5jsQ9OkQtj)
if p8Ou2emaDF7Z:
bI5jsQ9OkQtj[p8Ou2emaDF7Z] = XiFF8dvtS95M
if LxiGDjk7lqO2:
bI5jsQ9OkQtj[LxiGDjk7lqO2] = XGYptV8xXhxr
return bI5jsQ9OkQtj |
noahbenson/neuropythy | neuropythy/util/core.py | cotangent | def cotangent(x, null=(-np.inf, np.inf), rtol=default_rtol, atol=default_atol):
'''
cotangent(x) is equivalent to cot(x) except that it also works on sparse arrays.
The optional argument null (default, (-numpy.inf, numpy.inf)) may be specified to indicate what
value(s) should be assigned when x == 0 or pi. If only one number is given, then it is used for
both values; otherwise the first value corresponds to 0 and the second to pi. A value of x is
considered to be equal to one of these valids based on numpy.isclose. The optional arguments
rtol and atol are passed along to isclose. If null is None, then no replacement is performed.
'''
if sps.issparse(x): x = x.toarray()
else: x = np.asarray(x)
if rtol is None: rtol = default_rtol
if atol is None: atol = default_atol
try: (nln,nlp) = null
except Exception: (nln,nlp) = (null,null)
x = np.mod(x + hpi, tau) - hpi
ii = None if nln is None else np.where(np.isclose(x, 0, rtol=rtol, atol=atol))
jj = None if nlp is None else np.where(np.isclose(x, pi, rtol=rtol, atol=atol))
x = np.tan(x)
if ii: x[ii] = 1
if jj: x[jj] = 1
x = 1.0 / x
if ii: x[ii] = nln
if jj: x[jj] = nlp
return x | python | def cotangent(x, null=(-np.inf, np.inf), rtol=default_rtol, atol=default_atol):
'''
cotangent(x) is equivalent to cot(x) except that it also works on sparse arrays.
The optional argument null (default, (-numpy.inf, numpy.inf)) may be specified to indicate what
value(s) should be assigned when x == 0 or pi. If only one number is given, then it is used for
both values; otherwise the first value corresponds to 0 and the second to pi. A value of x is
considered to be equal to one of these valids based on numpy.isclose. The optional arguments
rtol and atol are passed along to isclose. If null is None, then no replacement is performed.
'''
if sps.issparse(x): x = x.toarray()
else: x = np.asarray(x)
if rtol is None: rtol = default_rtol
if atol is None: atol = default_atol
try: (nln,nlp) = null
except Exception: (nln,nlp) = (null,null)
x = np.mod(x + hpi, tau) - hpi
ii = None if nln is None else np.where(np.isclose(x, 0, rtol=rtol, atol=atol))
jj = None if nlp is None else np.where(np.isclose(x, pi, rtol=rtol, atol=atol))
x = np.tan(x)
if ii: x[ii] = 1
if jj: x[jj] = 1
x = 1.0 / x
if ii: x[ii] = nln
if jj: x[jj] = nlp
return x | [
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L846-L871 | train | cotangent function for the non - sparse array x | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + chr(0b1001010 + 0o45) + chr(0b110001 + 0o0) + chr(0b110100) + chr(1005 - 957), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x31' + chr(0b110111) + chr(912 - 864), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\x32' + chr(0b100101 + 0o13) + chr(53), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(51) + chr(48) + chr(54), 0o10), nzTpIcepk0o8('\x30' + chr(0b10 + 0o155) + chr(49) + '\x31' + chr(49), 45230 - 45222), nzTpIcepk0o8(chr(48) + chr(0b1100000 + 0o17) + '\x31' + '\061', 21805 - 21797), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(456 - 345) + chr(0b100001 + 0o24) + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(0b11100 + 0o24) + '\157' + chr(0b1 + 0o60) + '\x30' + '\x34', 0b1000), nzTpIcepk0o8(chr(48) + '\157' + '\063' + chr(0b110010) + chr(0b1000 + 0o54), 34773 - 34765), nzTpIcepk0o8(chr(48) + '\157' + chr(352 - 302) + '\064' + chr(0b110010), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b1111 + 0o42) + chr(0b110001) + '\x33', 0b1000), nzTpIcepk0o8('\060' + chr(733 - 622) + chr(50) + chr(0b110111) + chr(0b110101), 6774 - 6766), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001) + chr(1060 - 1012) + chr(965 - 910), 0b1000), nzTpIcepk0o8(chr(0b10101 + 0o33) + '\157' + chr(51) + chr(49) + '\062', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061' + chr(0b110010) + '\066', 1224 - 1216), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b1 + 0o60) + chr(0b110010) + chr(0b110101), 11534 - 11526), nzTpIcepk0o8(chr(48) + chr(8379 - 8268) + chr(0b110011) + '\066' + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(207 - 159) + chr(11534 - 11423) + chr(652 - 602) + chr(51) + chr(1935 - 1887), 20271 - 20263), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(841 - 792) + chr(1342 - 1293) + chr(52), 4317 - 4309), nzTpIcepk0o8('\x30' + chr(11538 - 11427) + chr(0b110100) + '\062', 1458 - 1450), nzTpIcepk0o8(chr(364 - 316) + '\157' + chr(49) + chr(59 - 11), 0o10), nzTpIcepk0o8(chr(48) + chr(0b10 + 0o155) + chr(0b110001) + chr(55) + chr(0b101010 + 0o13), 50338 - 50330), nzTpIcepk0o8('\060' + chr(4697 - 4586) + chr(0b11011 + 0o26) + chr(662 - 611) + chr(1926 - 1874), 0b1000), nzTpIcepk0o8(chr(850 - 802) + '\157' + '\x32' + chr(0b11101 + 0o30), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b100000 + 0o22) + chr(0b110100) + chr(0b110001), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110011) + '\064' + chr(50), 7242 - 7234), nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(11875 - 11764) + '\x33' + chr(48) + '\x31', 0b1000), nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(111) + chr(2352 - 2301) + chr(0b110001) + '\061', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b11011 + 0o30) + chr(52) + chr(0b100000 + 0o21), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(0b11 + 0o60) + '\x32' + chr(0b1100 + 0o53), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b0 + 0o67) + chr(0b10101 + 0o37), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b1101 + 0o46) + chr(55) + '\066', 42060 - 42052), nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(6319 - 6208) + '\061' + '\x32', ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + '\063' + chr(51) + chr(0b101111 + 0o1), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b111 + 0o150) + chr(0b110010) + chr(0b110001), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(0b110001) + chr(0b101011 + 0o7) + chr(0b110100), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110010) + chr(0b110001 + 0o1) + chr(55), 0b1000), nzTpIcepk0o8('\x30' + chr(6623 - 6512) + chr(0b100011 + 0o21) + chr(49), 0b1000), nzTpIcepk0o8(chr(1510 - 1462) + chr(3723 - 3612) + '\067' + chr(0b110010 + 0o2), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(53) + '\060', 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'N'), chr(2317 - 2217) + chr(375 - 274) + '\x63' + chr(0b11111 + 0o120) + chr(0b1001110 + 0o26) + '\x65')(chr(0b1110101) + chr(3932 - 3816) + '\146' + chr(385 - 340) + chr(0b110000 + 0o10)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def NvgWkzyetOsM(bI5jsQ9OkQtj, S80ixeP3rRkl=(-roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x065\xcb\xbe\x110L\x03\xb5\x97\x03\x84'), '\x64' + '\145' + '\143' + '\157' + chr(0b1100100) + chr(2669 - 2568))(chr(117) + chr(0b1110100) + chr(0b1100110) + '\x2d' + '\x38')), roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x065\xcb\xbe\x110L\x03\xb5\x97\x03\x84'), chr(0b1100100) + chr(101) + chr(6882 - 6783) + chr(0b10101 + 0o132) + chr(3919 - 3819) + chr(0b110 + 0o137))(chr(117) + chr(116) + chr(3999 - 3897) + '\055' + '\x38'))), y1RO0EXVYr0w=gWomXT48duxx, zNgXxNAMxY5t=HBdVjkZYQmt9):
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'\t\x0b\xf6\xb6({[!'), '\144' + '\x65' + chr(99) + chr(9727 - 9616) + chr(0b1100100) + chr(0b10111 + 0o116))(chr(0b1110101) + chr(3223 - 3107) + chr(102) + '\055' + chr(0b11000 + 0o40)))(bI5jsQ9OkQtj):
bI5jsQ9OkQtj = bI5jsQ9OkQtj.toarray()
else:
bI5jsQ9OkQtj = nDF4gVNx0u9Q.asarray(bI5jsQ9OkQtj)
if y1RO0EXVYr0w is None:
y1RO0EXVYr0w = gWomXT48duxx
if zNgXxNAMxY5t is None:
zNgXxNAMxY5t = HBdVjkZYQmt9
try:
(XiFF8dvtS95M, XGYptV8xXhxr) = S80ixeP3rRkl
except zfo2Sgkz3IVJ:
(XiFF8dvtS95M, XGYptV8xXhxr) = (S80ixeP3rRkl, S80ixeP3rRkl)
bI5jsQ9OkQtj = nDF4gVNx0u9Q.mod(bI5jsQ9OkQtj + LEsmNKBD7se0, OzjfUPwYt9n6) - LEsmNKBD7se0
p8Ou2emaDF7Z = None if XiFF8dvtS95M is None else nDF4gVNx0u9Q.xWH4M7K6Qbd3(nDF4gVNx0u9Q.SRWC_OfU1mLH(bI5jsQ9OkQtj, nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(10444 - 10333) + chr(0b110000), 0o10), rtol=y1RO0EXVYr0w, atol=zNgXxNAMxY5t))
LxiGDjk7lqO2 = None if XGYptV8xXhxr is None else nDF4gVNx0u9Q.xWH4M7K6Qbd3(nDF4gVNx0u9Q.SRWC_OfU1mLH(bI5jsQ9OkQtj, nMrXkRpTQ9Oo, rtol=y1RO0EXVYr0w, atol=zNgXxNAMxY5t))
bI5jsQ9OkQtj = nDF4gVNx0u9Q.tan(bI5jsQ9OkQtj)
if p8Ou2emaDF7Z:
bI5jsQ9OkQtj[p8Ou2emaDF7Z] = nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1515 - 1466), 0o10)
if LxiGDjk7lqO2:
bI5jsQ9OkQtj[LxiGDjk7lqO2] = nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(49), 8)
bI5jsQ9OkQtj = 1.0 / bI5jsQ9OkQtj
if p8Ou2emaDF7Z:
bI5jsQ9OkQtj[p8Ou2emaDF7Z] = XiFF8dvtS95M
if LxiGDjk7lqO2:
bI5jsQ9OkQtj[LxiGDjk7lqO2] = XGYptV8xXhxr
return bI5jsQ9OkQtj |
noahbenson/neuropythy | neuropythy/util/core.py | arcsine | def arcsine(x, null=(-np.inf, np.inf)):
'''
arcsine(x) is equivalent to asin(x) except that it also works on sparse arrays.
The optional argument null (default, (-numpy.inf, numpy.inf)) may be specified to indicate what
value(s) should be assigned when x < -1 or x > 1. If only one number is given, then it is used
for both values; otherwise the first value corresponds to <-1 and the second to >1. If null is
None, then an error is raised when invalid values are encountered.
'''
if sps.issparse(x):
x = x.copy()
x.data = arcsine(x.data, null=null, rtol=rtol, atol=atol)
return x
else: x = np.asarray(x)
try: (nln,nlp) = null
except Exception: (nln,nlp) = (null,null)
ii = None if nln is None else np.where(x < -1)
jj = None if nlp is None else np.where(x > 1)
if ii: x[ii] = 0
if jj: x[jj] = 0
x = np.arcsin(x)
if ii: x[ii] = nln
if jj: x[jj] = nlp
return x | python | def arcsine(x, null=(-np.inf, np.inf)):
'''
arcsine(x) is equivalent to asin(x) except that it also works on sparse arrays.
The optional argument null (default, (-numpy.inf, numpy.inf)) may be specified to indicate what
value(s) should be assigned when x < -1 or x > 1. If only one number is given, then it is used
for both values; otherwise the first value corresponds to <-1 and the second to >1. If null is
None, then an error is raised when invalid values are encountered.
'''
if sps.issparse(x):
x = x.copy()
x.data = arcsine(x.data, null=null, rtol=rtol, atol=atol)
return x
else: x = np.asarray(x)
try: (nln,nlp) = null
except Exception: (nln,nlp) = (null,null)
ii = None if nln is None else np.where(x < -1)
jj = None if nlp is None else np.where(x > 1)
if ii: x[ii] = 0
if jj: x[jj] = 0
x = np.arcsin(x)
if ii: x[ii] = nln
if jj: x[jj] = nlp
return x | [
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L926-L949 | train | arcsine is equivalent to asin except that it works on sparse arrays. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(0b1101 + 0o142) + chr(0b110001) + chr(347 - 294) + '\x36', 0b1000), nzTpIcepk0o8(chr(427 - 379) + chr(6726 - 6615) + chr(202 - 152) + chr(0b101100 + 0o7) + chr(0b110101), 53579 - 53571), nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(0b1101111) + '\x31' + chr(0b1000 + 0o55) + chr(0b11000 + 0o35), 0b1000), nzTpIcepk0o8(chr(1680 - 1632) + chr(2637 - 2526) + '\063' + chr(875 - 826) + '\060', 25249 - 25241), nzTpIcepk0o8(chr(0b110 + 0o52) + chr(111) + chr(51) + '\066' + '\065', ord("\x08")), nzTpIcepk0o8('\060' + chr(614 - 503) + chr(1938 - 1889) + chr(0b110110) + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(111) + chr(0b100110 + 0o14) + '\062' + chr(0b110011), 56037 - 56029), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(0b100111 + 0o110) + chr(50) + chr(53) + chr(0b110000), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\062' + chr(55) + '\x36', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(5325 - 5214) + chr(0b110001 + 0o0) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + '\061' + chr(0b11010 + 0o31), 0o10), nzTpIcepk0o8(chr(48) + chr(0b11001 + 0o126) + chr(2008 - 1957) + chr(0b1101 + 0o44) + chr(0b1000 + 0o50), 8), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b101001 + 0o10) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(111) + '\062' + chr(0b110011) + chr(0b101 + 0o53), 57129 - 57121), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(49) + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(54) + chr(0b110111), 41302 - 41294), nzTpIcepk0o8(chr(0b10000 + 0o40) + '\x6f' + chr(0b10111 + 0o34) + chr(586 - 531) + chr(51), 45727 - 45719), nzTpIcepk0o8(chr(48) + '\x6f' + chr(50) + chr(53) + chr(0b110000), 8), nzTpIcepk0o8(chr(365 - 317) + chr(0b1101111) + '\x33' + chr(1906 - 1858), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(2174 - 2124) + chr(686 - 637) + chr(50), 0b1000), nzTpIcepk0o8(chr(0b101 + 0o53) + chr(0b1100111 + 0o10) + chr(0b10011 + 0o40) + chr(50), 28545 - 28537), nzTpIcepk0o8(chr(48) + chr(11023 - 10912) + '\063' + chr(0b100011 + 0o23) + chr(0b100010 + 0o25), ord("\x08")), nzTpIcepk0o8('\x30' + chr(8742 - 8631) + chr(0b110011 + 0o0) + '\x36' + chr(2212 - 2160), 59280 - 59272), nzTpIcepk0o8('\060' + '\157' + chr(0b1101 + 0o46) + chr(0b1011 + 0o51) + chr(494 - 446), 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(0b101011 + 0o7), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001) + chr(0b110010) + '\067', 0b1000), nzTpIcepk0o8('\060' + chr(0b11001 + 0o126) + chr(50) + chr(0b110111) + chr(1868 - 1813), ord("\x08")), nzTpIcepk0o8('\060' + chr(411 - 300) + chr(0b101001 + 0o11) + '\060' + chr(50), 39078 - 39070), nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(3476 - 3365) + '\x33' + chr(1472 - 1417) + '\064', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(2381 - 2270) + chr(0b110100), 32621 - 32613), nzTpIcepk0o8('\060' + chr(0b110011 + 0o74) + chr(0b110101) + '\060', 29001 - 28993), nzTpIcepk0o8('\x30' + chr(111) + chr(0b0 + 0o67) + chr(49), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1100000 + 0o17) + chr(0b111 + 0o55) + chr(0b110000), 0o10), nzTpIcepk0o8(chr(48) + '\157' + '\x33' + chr(1790 - 1736) + chr(48), 26375 - 26367), nzTpIcepk0o8('\x30' + chr(111) + chr(50) + '\066' + chr(49), ord("\x08")), nzTpIcepk0o8(chr(1062 - 1014) + chr(0b1101111) + chr(49) + chr(0b110011 + 0o3) + '\x37', 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b10001 + 0o41) + chr(0b100010 + 0o21) + chr(0b110010), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b10101 + 0o132) + chr(0b110010) + chr(54) + chr(2583 - 2532), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(0b110001) + chr(54) + chr(557 - 507), ord("\x08")), nzTpIcepk0o8(chr(0b0 + 0o60) + chr(0b111101 + 0o62) + '\062' + '\x30' + chr(0b110001 + 0o0), 62502 - 62494)][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + chr(0b1101111) + '\065' + chr(0b110000), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'@'), '\x64' + chr(101) + chr(0b11100 + 0o107) + chr(0b1101111) + '\144' + chr(0b1100101))(chr(10946 - 10829) + '\x74' + chr(0b1100110) + chr(0b101101) + chr(2308 - 2252)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def T0a5n0ScPMZn(bI5jsQ9OkQtj, S80ixeP3rRkl=(-roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x08\xd0#\xb0\xadL\xf7\xef\xdf>\x83\xf1'), '\144' + chr(0b11010 + 0o113) + '\143' + chr(0b1010001 + 0o36) + chr(1522 - 1422) + chr(0b1100101))(chr(9788 - 9671) + chr(116) + chr(0b1100110) + chr(0b101101) + chr(317 - 261))), roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x08\xd0#\xb0\xadL\xf7\xef\xdf>\x83\xf1'), chr(0b11000 + 0o114) + '\145' + '\x63' + '\x6f' + chr(6433 - 6333) + '\x65')(chr(5413 - 5296) + '\x74' + '\146' + '\055' + '\x38')))):
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'\x07\xee\x1e\xb8\x94\x07\xe0\xcd'), chr(100) + chr(5021 - 4920) + chr(0b111010 + 0o51) + chr(0b101101 + 0o102) + chr(0b1100000 + 0o4) + '\145')('\x75' + chr(0b1010101 + 0o37) + '\x66' + chr(1506 - 1461) + '\070'))(bI5jsQ9OkQtj):
bI5jsQ9OkQtj = bI5jsQ9OkQtj.copy()
bI5jsQ9OkQtj.FfKOThdpoDTb = T0a5n0ScPMZn(bI5jsQ9OkQtj.FfKOThdpoDTb, null=S80ixeP3rRkl, rtol=y1RO0EXVYr0w, atol=zNgXxNAMxY5t)
return bI5jsQ9OkQtj
else:
bI5jsQ9OkQtj = nDF4gVNx0u9Q.asarray(bI5jsQ9OkQtj)
try:
(XiFF8dvtS95M, XGYptV8xXhxr) = S80ixeP3rRkl
except zfo2Sgkz3IVJ:
(XiFF8dvtS95M, XGYptV8xXhxr) = (S80ixeP3rRkl, S80ixeP3rRkl)
p8Ou2emaDF7Z = None if XiFF8dvtS95M is None else nDF4gVNx0u9Q.xWH4M7K6Qbd3(bI5jsQ9OkQtj < -nzTpIcepk0o8('\060' + '\157' + '\x31', 0o10))
LxiGDjk7lqO2 = None if XGYptV8xXhxr is None else nDF4gVNx0u9Q.xWH4M7K6Qbd3(bI5jsQ9OkQtj > nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(707 - 658), 8))
if p8Ou2emaDF7Z:
bI5jsQ9OkQtj[p8Ou2emaDF7Z] = nzTpIcepk0o8('\x30' + chr(111) + chr(1944 - 1896), 6849 - 6841)
if LxiGDjk7lqO2:
bI5jsQ9OkQtj[LxiGDjk7lqO2] = nzTpIcepk0o8(chr(0b1011 + 0o45) + '\x6f' + '\x30', 8)
bI5jsQ9OkQtj = nDF4gVNx0u9Q.arcsin(bI5jsQ9OkQtj)
if p8Ou2emaDF7Z:
bI5jsQ9OkQtj[p8Ou2emaDF7Z] = XiFF8dvtS95M
if LxiGDjk7lqO2:
bI5jsQ9OkQtj[LxiGDjk7lqO2] = XGYptV8xXhxr
return bI5jsQ9OkQtj |
noahbenson/neuropythy | neuropythy/util/core.py | arccosine | def arccosine(x, null=(-np.inf, np.inf)):
'''
arccosine(x) is equivalent to acos(x) except that it also works on sparse arrays.
The optional argument null (default, (-numpy.inf, numpy.inf)) may be specified to indicate what
value(s) should be assigned when x < -1 or x > 1. If only one number is given, then it is used
for both values; otherwise the first value corresponds to <-1 and the second to >1. If null is
None, then an error is raised when invalid values are encountered.
'''
if sps.issparse(x): x = x.toarray()
else: x = np.asarray(x)
try: (nln,nlp) = null
except Exception: (nln,nlp) = (null,null)
ii = None if nln is None else np.where(x < -1)
jj = None if nlp is None else np.where(x > 1)
if ii: x[ii] = 0
if jj: x[jj] = 0
x = np.arccos(x)
if ii: x[ii] = nln
if jj: x[jj] = nlp
return x | python | def arccosine(x, null=(-np.inf, np.inf)):
'''
arccosine(x) is equivalent to acos(x) except that it also works on sparse arrays.
The optional argument null (default, (-numpy.inf, numpy.inf)) may be specified to indicate what
value(s) should be assigned when x < -1 or x > 1. If only one number is given, then it is used
for both values; otherwise the first value corresponds to <-1 and the second to >1. If null is
None, then an error is raised when invalid values are encountered.
'''
if sps.issparse(x): x = x.toarray()
else: x = np.asarray(x)
try: (nln,nlp) = null
except Exception: (nln,nlp) = (null,null)
ii = None if nln is None else np.where(x < -1)
jj = None if nlp is None else np.where(x > 1)
if ii: x[ii] = 0
if jj: x[jj] = 0
x = np.arccos(x)
if ii: x[ii] = nln
if jj: x[jj] = nlp
return x | [
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The optional argument null (default, (-numpy.inf, numpy.inf)) may be specified to indicate what
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"."
] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L950-L970 | train | arccosine is equivalent to acos except that it works on sparse arrays. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(11118 - 11007) + chr(0b101 + 0o56) + chr(0b110100) + chr(0b1110 + 0o51), 0o10), nzTpIcepk0o8(chr(819 - 771) + chr(9679 - 9568) + chr(50) + '\x34' + chr(0b110011), 54668 - 54660), nzTpIcepk0o8(chr(48) + '\157' + '\061' + '\060' + chr(55), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(5751 - 5640) + chr(1839 - 1790) + chr(0b1010 + 0o52) + '\067', 27613 - 27605), nzTpIcepk0o8(chr(48) + chr(0b101 + 0o152) + chr(0b110001) + '\065' + chr(52), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110011) + '\x36' + '\x35', 2972 - 2964), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\061' + '\x33' + '\060', 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(1128 - 1079) + chr(49) + chr(0b110101), 16213 - 16205), nzTpIcepk0o8(chr(48) + chr(4894 - 4783) + '\061' + '\060' + '\x34', 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + '\063' + chr(0b1100 + 0o47) + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110001) + chr(0b110001), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(51) + '\063' + chr(0b101100 + 0o5), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b111 + 0o150) + '\x33' + '\064' + chr(0b110000), 52597 - 52589), nzTpIcepk0o8(chr(0b10010 + 0o36) + chr(0b10 + 0o155) + '\x32' + chr(48) + chr(667 - 616), ord("\x08")), nzTpIcepk0o8(chr(0b11010 + 0o26) + '\157' + chr(1592 - 1542) + chr(0b110001) + chr(0b110 + 0o55), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b11001 + 0o126) + chr(49) + chr(0b110111) + chr(51), 15762 - 15754), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(1475 - 1425) + chr(0b101111 + 0o3) + '\x31', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1203 - 1153) + chr(0b100100 + 0o22) + chr(0b11010 + 0o30), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(5920 - 5809) + chr(0b110001) + '\060' + chr(1820 - 1769), 42553 - 42545), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\067' + chr(2627 - 2573), 11989 - 11981), nzTpIcepk0o8(chr(0b11100 + 0o24) + '\x6f' + chr(0b101011 + 0o6) + chr(0b110001) + chr(0b110101 + 0o0), 8), nzTpIcepk0o8(chr(0b110000) + '\157' + '\063' + '\061' + '\064', 61956 - 61948), nzTpIcepk0o8('\x30' + '\157' + chr(0b110011) + chr(0b1100 + 0o50) + '\066', 0b1000), nzTpIcepk0o8(chr(48 - 0) + chr(6921 - 6810) + chr(1557 - 1506) + chr(0b101100 + 0o7) + chr(0b101010 + 0o12), 0o10), nzTpIcepk0o8('\060' + chr(2048 - 1937) + chr(0b110001) + '\x34' + '\060', 31827 - 31819), nzTpIcepk0o8('\060' + chr(111) + '\067' + '\060', 42772 - 42764), nzTpIcepk0o8(chr(1907 - 1859) + chr(11040 - 10929) + '\x32' + chr(49) + chr(0b110001), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(101 - 51) + '\x36' + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(0b1 + 0o57) + chr(111) + chr(0b110001) + chr(54) + chr(1764 - 1716), 0b1000), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(111) + '\063' + '\062' + chr(1372 - 1318), 0b1000), nzTpIcepk0o8(chr(197 - 149) + chr(0b10101 + 0o132) + chr(0b110010) + chr(0b110001) + '\x33', 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(50) + chr(0b110001) + chr(0b110000 + 0o6), 0b1000), nzTpIcepk0o8(chr(0b0 + 0o60) + '\x6f' + '\x32' + '\x30' + chr(55), 985 - 977), nzTpIcepk0o8(chr(2070 - 2022) + '\x6f' + '\x32' + '\060' + chr(50), 7906 - 7898), nzTpIcepk0o8(chr(48) + chr(111) + '\061' + chr(55) + '\066', ord("\x08")), nzTpIcepk0o8(chr(277 - 229) + chr(5170 - 5059) + chr(0b10 + 0o61) + chr(51) + chr(534 - 482), 8), nzTpIcepk0o8('\x30' + '\x6f' + '\062' + chr(0b110 + 0o53) + chr(0b110 + 0o60), 8), nzTpIcepk0o8(chr(0b110000) + chr(9254 - 9143) + chr(1819 - 1770) + '\066' + chr(0b101010 + 0o7), 0o10), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(0b1001 + 0o146) + chr(1578 - 1528) + chr(51) + chr(1641 - 1589), 22735 - 22727), nzTpIcepk0o8(chr(0b10001 + 0o37) + '\157' + chr(0b110010) + '\x37' + chr(0b110111), 22339 - 22331)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(1378 - 1330) + chr(3686 - 3575) + '\x35' + '\060', 7689 - 7681)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xc9'), chr(0b1100100) + chr(101) + chr(1664 - 1565) + chr(1130 - 1019) + chr(0b1100100) + chr(0b11010 + 0o113))(chr(0b11010 + 0o133) + chr(116) + chr(0b1100110) + '\055' + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def u1JCEPbPGsJH(bI5jsQ9OkQtj, S80ixeP3rRkl=(-roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x81\xee\t\x1f4\xcc<\n%\xefA\xe0'), chr(6855 - 6755) + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(8356 - 8256) + chr(0b1100010 + 0o3))(chr(0b1110101) + chr(116) + chr(102) + '\x2d' + chr(56))), roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x81\xee\t\x1f4\xcc<\n%\xefA\xe0'), chr(745 - 645) + chr(0b110100 + 0o61) + chr(7930 - 7831) + chr(0b1101111) + chr(0b1010111 + 0o15) + '\145')(chr(2481 - 2364) + chr(0b1110100) + chr(102) + chr(1924 - 1879) + '\x38')))):
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'\x8e\xd04\x17\r\x87+('), '\144' + chr(0b101101 + 0o70) + chr(0b1100011) + '\157' + '\144' + chr(4480 - 4379))('\x75' + chr(0b1110100) + chr(0b111100 + 0o52) + chr(1201 - 1156) + '\x38'))(bI5jsQ9OkQtj):
bI5jsQ9OkQtj = bI5jsQ9OkQtj.toarray()
else:
bI5jsQ9OkQtj = nDF4gVNx0u9Q.asarray(bI5jsQ9OkQtj)
try:
(XiFF8dvtS95M, XGYptV8xXhxr) = S80ixeP3rRkl
except zfo2Sgkz3IVJ:
(XiFF8dvtS95M, XGYptV8xXhxr) = (S80ixeP3rRkl, S80ixeP3rRkl)
p8Ou2emaDF7Z = None if XiFF8dvtS95M is None else nDF4gVNx0u9Q.xWH4M7K6Qbd3(bI5jsQ9OkQtj < -nzTpIcepk0o8(chr(894 - 846) + '\x6f' + chr(0b110001), ord("\x08")))
LxiGDjk7lqO2 = None if XGYptV8xXhxr is None else nDF4gVNx0u9Q.xWH4M7K6Qbd3(bI5jsQ9OkQtj > nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(5514 - 5403) + chr(197 - 148), 8))
if p8Ou2emaDF7Z:
bI5jsQ9OkQtj[p8Ou2emaDF7Z] = nzTpIcepk0o8(chr(0b110000) + chr(909 - 798) + '\060', 0o10)
if LxiGDjk7lqO2:
bI5jsQ9OkQtj[LxiGDjk7lqO2] = nzTpIcepk0o8(chr(48) + chr(0b110100 + 0o73) + chr(298 - 250), 8)
bI5jsQ9OkQtj = nDF4gVNx0u9Q.arccos(bI5jsQ9OkQtj)
if p8Ou2emaDF7Z:
bI5jsQ9OkQtj[p8Ou2emaDF7Z] = XiFF8dvtS95M
if LxiGDjk7lqO2:
bI5jsQ9OkQtj[LxiGDjk7lqO2] = XGYptV8xXhxr
return bI5jsQ9OkQtj |
noahbenson/neuropythy | neuropythy/util/core.py | arctangent | def arctangent(y, x=None, null=0, broadcast=False, rtol=default_rtol, atol=default_atol):
'''
arctangent(x) is equivalent to atan(x) except that it also works on sparse arrays.
arctangent(y,x) is equivalent to atan2(y,x) except that it also works on sparse arrays.
The optional argument null (default: 0) specifies the result found when y and x both equal 0. If
null is None, then an error is raised on this condition. Note that if null is not 0, then it is
more likely that sparse arrays will have to be reified. If null is set to None, then no attempt
is made to detect null values.
The optional argument broadcast (default: False) specifies whether numpy-like (True) or
Mathematica-like (False) broadcasting should be used. Broadcasting resolves ambiguous calls to
arctangent, such as artangent([a,b,c], [[d,e,f],[g,h,i],[j,k,l]]). If broadcasting is True,
arctangent(y,x) behaves like numpy.arctan2(y,x), so [a,b,c] is interpreted like [[a,b,c],
[a,b,c], [a,b,c]]. If broadcasting is False, [a,b,c] is interpreted like [[a,a,a], [b,b,b],
[c,c,c]].
'''
if sps.issparse(y):
if x is None:
y = y.copy()
y.data = np.arctan(y.data)
return y
elif null is not None and null != 0:
# we need to reify anyway...
y = y.toarray()
if sps.issparse(x): x = x.toarray()
else:
# anywhere that y is zero must have an arctan of 0 or null (which is 0), so we only have
# to look at those values that are non-zero in y
(yr,yc,yv) = sps.find(y)
xv = np.asarray(x[rr,rc].flat)
res = y.copy()
res.data = arctangent(yv, xv, null=null)
res.eliminate_zeros()
return res
elif sps.issparse(x): x = x.toarray()
# we should start by broadcasting if need be...
if x is None: res = np.arctan(y)
else:
if not broadcast: (y,x) = unbroadcast(y,x)
res = np.arctan2(y, x)
# find the zeros, if need-be
if null is not None:
if rtol is None: rtol = default_rtol
if atol is None: atol = default_atol
# even if null is none, we do this because the rtol and atol may be more lenient than
# the tolerance used by arctan2.
z = np.isclose(y, 0, rtol=rtol, atol=atol) & np.isclose(x, 0, rtol=rtol, atol=atol)
res[z] = null
return res | python | def arctangent(y, x=None, null=0, broadcast=False, rtol=default_rtol, atol=default_atol):
'''
arctangent(x) is equivalent to atan(x) except that it also works on sparse arrays.
arctangent(y,x) is equivalent to atan2(y,x) except that it also works on sparse arrays.
The optional argument null (default: 0) specifies the result found when y and x both equal 0. If
null is None, then an error is raised on this condition. Note that if null is not 0, then it is
more likely that sparse arrays will have to be reified. If null is set to None, then no attempt
is made to detect null values.
The optional argument broadcast (default: False) specifies whether numpy-like (True) or
Mathematica-like (False) broadcasting should be used. Broadcasting resolves ambiguous calls to
arctangent, such as artangent([a,b,c], [[d,e,f],[g,h,i],[j,k,l]]). If broadcasting is True,
arctangent(y,x) behaves like numpy.arctan2(y,x), so [a,b,c] is interpreted like [[a,b,c],
[a,b,c], [a,b,c]]. If broadcasting is False, [a,b,c] is interpreted like [[a,a,a], [b,b,b],
[c,c,c]].
'''
if sps.issparse(y):
if x is None:
y = y.copy()
y.data = np.arctan(y.data)
return y
elif null is not None and null != 0:
# we need to reify anyway...
y = y.toarray()
if sps.issparse(x): x = x.toarray()
else:
# anywhere that y is zero must have an arctan of 0 or null (which is 0), so we only have
# to look at those values that are non-zero in y
(yr,yc,yv) = sps.find(y)
xv = np.asarray(x[rr,rc].flat)
res = y.copy()
res.data = arctangent(yv, xv, null=null)
res.eliminate_zeros()
return res
elif sps.issparse(x): x = x.toarray()
# we should start by broadcasting if need be...
if x is None: res = np.arctan(y)
else:
if not broadcast: (y,x) = unbroadcast(y,x)
res = np.arctan2(y, x)
# find the zeros, if need-be
if null is not None:
if rtol is None: rtol = default_rtol
if atol is None: atol = default_atol
# even if null is none, we do this because the rtol and atol may be more lenient than
# the tolerance used by arctan2.
z = np.isclose(y, 0, rtol=rtol, atol=atol) & np.isclose(x, 0, rtol=rtol, atol=atol)
res[z] = null
return res | [
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arctangent(y,x) is equivalent to atan2(y,x) except that it also works on sparse arrays.
The optional argument null (default: 0) specifies the result found when y and x both equal 0. If
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arctangent(y,x) behaves like numpy.arctan2(y,x), so [a,b,c] is interpreted like [[a,b,c],
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L971-L1020 | train | A function that returns the arctangent of a single object. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110 + 0o52) + chr(111) + chr(1219 - 1170) + chr(0b110011) + chr(0b110110 + 0o1), 0b1000), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(11988 - 11877) + chr(0b110011) + chr(0b101001 + 0o12) + chr(0b101111 + 0o2), ord("\x08")), nzTpIcepk0o8(chr(2232 - 2184) + chr(6542 - 6431) + '\061' + '\x34' + chr(685 - 631), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(50) + chr(0b110111), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(51) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(611 - 563) + chr(111) + chr(0b1110 + 0o44) + '\060' + '\064', ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(49) + '\x34' + '\x36', 8), nzTpIcepk0o8(chr(0b110000) + chr(0b10100 + 0o133) + '\x33' + chr(51), 8), nzTpIcepk0o8(chr(0b11100 + 0o24) + '\x6f' + '\061' + chr(1525 - 1473) + chr(0b100 + 0o54), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1000010 + 0o55) + chr(0b110010) + chr(48) + chr(0b1111 + 0o42), ord("\x08")), nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(1934 - 1823) + '\x33' + chr(54) + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(0b1 + 0o61) + chr(49) + chr(515 - 464), 21519 - 21511), nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(2293 - 2182) + chr(1028 - 978) + chr(0b1110 + 0o42) + chr(0b110011), 38273 - 38265), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x33' + chr(54) + chr(1960 - 1907), 0b1000), nzTpIcepk0o8('\060' + chr(1076 - 965) + '\061' + chr(536 - 483) + chr(52), 0o10), nzTpIcepk0o8(chr(592 - 544) + chr(551 - 440) + chr(691 - 642) + '\062' + chr(0b110011), 13724 - 13716), nzTpIcepk0o8(chr(0b1 + 0o57) + '\157' + chr(2015 - 1966) + '\x34' + '\x30', 8), nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(0b111001 + 0o66) + chr(0b110011) + '\x31' + '\061', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x31' + chr(51) + '\063', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x33' + chr(55) + chr(0b1 + 0o61), 0b1000), nzTpIcepk0o8(chr(832 - 784) + chr(111) + chr(0b100000 + 0o21) + chr(2181 - 2130) + chr(2712 - 2658), 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(51) + chr(0b10111 + 0o36) + '\064', 43828 - 43820), nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(111) + chr(0b101011 + 0o7) + chr(0b110111) + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\065' + chr(51), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b111 + 0o54) + chr(2089 - 2035) + '\060', 8), nzTpIcepk0o8(chr(0b110000) + chr(0b100100 + 0o113) + chr(0b110010) + chr(1578 - 1527) + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(326 - 278) + '\157' + '\x32' + '\x33', 0b1000), nzTpIcepk0o8(chr(1561 - 1513) + chr(111) + '\x33' + '\067' + chr(51), ord("\x08")), nzTpIcepk0o8('\060' + chr(9376 - 9265) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b1 + 0o57) + '\x6f' + chr(1420 - 1367) + '\066', 10364 - 10356), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(50) + chr(0b1100 + 0o44) + '\066', 0o10), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(0b1101111) + '\063' + chr(50 - 2) + chr(2039 - 1985), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\x33' + '\x36', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110010) + chr(0b110011) + chr(0b110 + 0o52), 31021 - 31013), nzTpIcepk0o8(chr(0b1100 + 0o44) + '\157' + chr(0b110011 + 0o2) + chr(2198 - 2144), 8), nzTpIcepk0o8(chr(0b101001 + 0o7) + chr(12081 - 11970) + chr(2315 - 2266) + chr(52) + chr(125 - 74), 28771 - 28763), nzTpIcepk0o8(chr(0b110000) + chr(0b1110 + 0o141) + chr(0b110001) + '\066' + chr(549 - 498), 8329 - 8321), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b10 + 0o57) + '\x36' + chr(208 - 159), 0o10), nzTpIcepk0o8('\x30' + chr(11394 - 11283) + '\x34' + '\063', 0b1000), nzTpIcepk0o8('\060' + '\x6f' + '\x33' + '\065', 4569 - 4561)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(7494 - 7383) + chr(0b100001 + 0o24) + chr(0b100110 + 0o12), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'q'), chr(6168 - 6068) + chr(0b1100101) + chr(5013 - 4914) + '\157' + chr(9068 - 8968) + chr(0b1100101))('\x75' + chr(0b1110100) + chr(1536 - 1434) + chr(867 - 822) + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def K4iCziaQzGCP(Fi3yzxctM1zW, bI5jsQ9OkQtj=None, S80ixeP3rRkl=nzTpIcepk0o8(chr(916 - 868) + chr(2001 - 1890) + chr(0b110000), ord("\x08")), nZlML5fOG2zK=nzTpIcepk0o8(chr(48) + chr(10796 - 10685) + '\x30', 8), y1RO0EXVYr0w=gWomXT48duxx, zNgXxNAMxY5t=HBdVjkZYQmt9):
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'6\xaa\x15gz\xf6\x15~'), chr(5631 - 5531) + chr(101) + chr(0b1011100 + 0o7) + '\x6f' + chr(0b1100100) + chr(1850 - 1749))(chr(9969 - 9852) + '\164' + chr(0b1001011 + 0o33) + chr(45) + chr(0b111000)))(Fi3yzxctM1zW):
if bI5jsQ9OkQtj is None:
Fi3yzxctM1zW = Fi3yzxctM1zW.copy()
Fi3yzxctM1zW.FfKOThdpoDTb = nDF4gVNx0u9Q.arctan(Fi3yzxctM1zW.FfKOThdpoDTb)
return Fi3yzxctM1zW
elif S80ixeP3rRkl is not None and S80ixeP3rRkl != nzTpIcepk0o8('\x30' + '\157' + chr(0b110000), 8):
Fi3yzxctM1zW = Fi3yzxctM1zW.toarray()
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'6\xaa\x15gz\xf6\x15~'), '\144' + '\145' + chr(99) + chr(111) + chr(0b1010111 + 0o15) + '\x65')('\165' + '\x74' + chr(0b1100110) + chr(0b100010 + 0o13) + chr(56)))(bI5jsQ9OkQtj):
bI5jsQ9OkQtj = bI5jsQ9OkQtj.toarray()
else:
(sLSSwC2QNTqj, UHaFKKqV0uEz, h8_XUCfbStro) = KMn4iTJEAO1P.mlLPzxww6J51(Fi3yzxctM1zW)
Pd0AGdmelD35 = nDF4gVNx0u9Q.asarray(bI5jsQ9OkQtj[ubbTlOIe_i_x, zKZEjxH40Eor].clpVTJH7YcoX)
_XdQFJpnzJor = Fi3yzxctM1zW.copy()
_XdQFJpnzJor.FfKOThdpoDTb = K4iCziaQzGCP(h8_XUCfbStro, Pd0AGdmelD35, null=S80ixeP3rRkl)
roI3spqORKae(_XdQFJpnzJor, roI3spqORKae(ES5oEprVxulp(b':\xb5\x0fzr\xea\x07o\x05\xde\x8a\xee\xf1\x9a\x1f'), '\x64' + chr(0b1100101) + chr(833 - 734) + '\x6f' + '\144' + chr(0b1100101))('\165' + chr(116) + chr(102) + chr(45) + chr(56)))()
return _XdQFJpnzJor
elif roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'6\xaa\x15gz\xf6\x15~'), chr(100) + chr(101) + chr(5384 - 5285) + '\x6f' + chr(100) + chr(8773 - 8672))(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(0b101101) + chr(0b110 + 0o62)))(bI5jsQ9OkQtj):
bI5jsQ9OkQtj = bI5jsQ9OkQtj.toarray()
if bI5jsQ9OkQtj is None:
_XdQFJpnzJor = nDF4gVNx0u9Q.arctan(Fi3yzxctM1zW)
else:
if not nZlML5fOG2zK:
(Fi3yzxctM1zW, bI5jsQ9OkQtj) = nXkJv7F4YPxm(Fi3yzxctM1zW, bI5jsQ9OkQtj)
_XdQFJpnzJor = nDF4gVNx0u9Q.arctan2(Fi3yzxctM1zW, bI5jsQ9OkQtj)
if S80ixeP3rRkl is not None:
if y1RO0EXVYr0w is None:
y1RO0EXVYr0w = gWomXT48duxx
if zNgXxNAMxY5t is None:
zNgXxNAMxY5t = HBdVjkZYQmt9
ZkpORfAzQ9Hw = nDF4gVNx0u9Q.SRWC_OfU1mLH(Fi3yzxctM1zW, nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x30', 8), rtol=y1RO0EXVYr0w, atol=zNgXxNAMxY5t) & nDF4gVNx0u9Q.SRWC_OfU1mLH(bI5jsQ9OkQtj, nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b10000 + 0o40), 8), rtol=y1RO0EXVYr0w, atol=zNgXxNAMxY5t)
_XdQFJpnzJor[ZkpORfAzQ9Hw] = S80ixeP3rRkl
return _XdQFJpnzJor |
noahbenson/neuropythy | neuropythy/util/core.py | flatter | def flatter(x, k=1):
'''
flatter(x) yields a numpy array equivalent to x but whose first dimension has been flattened.
flatter(x, k) yields a numpy array whose first k dimensions have been flattened; if k is
negative, the last k dimensions are flattened. If np.inf or -np.inf is passed, then this is
equivalent to flattest(x). Note that flatter(x) is equivalent to flatter(x,1).
flatter(x, 0) yields x.
'''
if k == 0: return x
x = x.toarray() if sps.issparse(x) else np.asarray(x)
if len(x.shape) - abs(k) < 2: return x.flatten()
k += np.sign(k)
if k > 0: return np.reshape(x, (-1,) + x.shape[k:])
else: return np.reshape(x, x.shape[:k] + (-1,)) | python | def flatter(x, k=1):
'''
flatter(x) yields a numpy array equivalent to x but whose first dimension has been flattened.
flatter(x, k) yields a numpy array whose first k dimensions have been flattened; if k is
negative, the last k dimensions are flattened. If np.inf or -np.inf is passed, then this is
equivalent to flattest(x). Note that flatter(x) is equivalent to flatter(x,1).
flatter(x, 0) yields x.
'''
if k == 0: return x
x = x.toarray() if sps.issparse(x) else np.asarray(x)
if len(x.shape) - abs(k) < 2: return x.flatten()
k += np.sign(k)
if k > 0: return np.reshape(x, (-1,) + x.shape[k:])
else: return np.reshape(x, x.shape[:k] + (-1,)) | [
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"dimensions"... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L1029-L1042 | train | A simple flatter function that returns a numpy array equivalent to x but whose first k dimensions have been flattened. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(11963 - 11852) + chr(51) + chr(0b110000) + chr(48), ord("\x08")), nzTpIcepk0o8('\060' + chr(5438 - 5327) + chr(0b100000 + 0o21) + chr(0b110000 + 0o2) + '\067', ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\x32' + chr(0b101 + 0o56) + '\x34', 28037 - 28029), nzTpIcepk0o8(chr(0b110000) + chr(2959 - 2848) + chr(2197 - 2146) + chr(55) + chr(50), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b111110 + 0o61) + chr(51) + chr(50) + '\x35', 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + '\x31' + '\065' + chr(0b110011), 0b1000), nzTpIcepk0o8('\x30' + '\157' + '\062' + chr(931 - 877) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(11319 - 11208) + chr(1006 - 955) + '\062' + chr(52), 41056 - 41048), nzTpIcepk0o8(chr(2149 - 2101) + chr(0b1011101 + 0o22) + chr(1886 - 1837) + '\x37' + '\x35', 0o10), nzTpIcepk0o8(chr(48) + chr(1678 - 1567) + chr(0b10 + 0o57) + '\x35' + chr(0b11001 + 0o36), ord("\x08")), nzTpIcepk0o8(chr(1387 - 1339) + '\157' + chr(48), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(8415 - 8304) + chr(0b110011) + '\x37' + chr(50), 8), nzTpIcepk0o8('\x30' + chr(0b10 + 0o155) + chr(50) + chr(51) + '\x30', ord("\x08")), nzTpIcepk0o8(chr(1484 - 1436) + chr(0b10100 + 0o133) + chr(0b110011) + chr(50) + chr(0b11 + 0o63), 37307 - 37299), nzTpIcepk0o8(chr(235 - 187) + chr(0b1101111) + '\x33' + chr(1622 - 1569) + '\x31', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(50) + '\063' + chr(1417 - 1365), 8), nzTpIcepk0o8('\060' + chr(0b1101111) + '\063' + chr(0b110000) + '\x30', 8), nzTpIcepk0o8('\x30' + '\x6f' + '\063' + chr(2270 - 2218) + chr(2465 - 2412), ord("\x08")), nzTpIcepk0o8(chr(0b100000 + 0o20) + '\x6f' + '\x32' + chr(0b110110) + chr(1014 - 962), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b11011 + 0o124) + chr(336 - 286) + chr(0b1011 + 0o51) + chr(419 - 371), 0o10), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(0b1101100 + 0o3) + chr(0b100111 + 0o12) + chr(50) + chr(746 - 694), 42457 - 42449), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(50) + chr(0b1 + 0o62), ord("\x08")), nzTpIcepk0o8('\060' + chr(5890 - 5779) + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x36' + chr(1502 - 1447), ord("\x08")), nzTpIcepk0o8(chr(0b1101 + 0o43) + '\x6f' + '\062' + '\063' + chr(0b110011), 0o10), nzTpIcepk0o8('\x30' + chr(0b1010 + 0o145) + chr(0b110011) + chr(0b101111 + 0o10) + chr(0b11010 + 0o33), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + '\064' + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(0b1110 + 0o141) + chr(51) + chr(54) + chr(0b100110 + 0o14), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b10 + 0o61) + chr(1071 - 1017), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(0b110011) + chr(0b11110 + 0o23) + chr(0b100100 + 0o20), 60496 - 60488), nzTpIcepk0o8('\x30' + '\157' + chr(51) + chr(51) + chr(1257 - 1208), 0b1000), nzTpIcepk0o8(chr(48) + chr(12196 - 12085) + '\x35' + '\062', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + '\x31' + '\066' + '\062', 0o10), nzTpIcepk0o8('\060' + chr(9742 - 9631) + '\061' + '\x31' + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(0b10111 + 0o31) + chr(0b111000 + 0o67) + chr(0b11101 + 0o24) + chr(644 - 590) + chr(50), 8), nzTpIcepk0o8(chr(119 - 71) + chr(8751 - 8640) + chr(0b110010) + '\066' + chr(0b100011 + 0o16), 0o10), nzTpIcepk0o8(chr(48) + chr(6406 - 6295) + chr(0b110010) + chr(0b110111) + chr(130 - 80), 0o10), nzTpIcepk0o8(chr(950 - 902) + chr(8074 - 7963) + chr(0b110011) + chr(55) + chr(0b100111 + 0o16), 8), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x33' + chr(0b1011 + 0o50) + '\064', 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(55) + '\066', ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(732 - 684) + chr(6863 - 6752) + '\x35' + chr(0b11111 + 0o21), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xee'), chr(0b1100100) + '\x65' + chr(99) + '\157' + '\x64' + chr(6443 - 6342))(chr(0b1110101) + chr(116) + '\x66' + chr(895 - 850) + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def qMnD2Fh8FT4t(bI5jsQ9OkQtj, B6UAF1zReOyJ=nzTpIcepk0o8('\060' + chr(491 - 380) + chr(0b110001), 0b1000)):
if B6UAF1zReOyJ == nzTpIcepk0o8(chr(48) + '\x6f' + chr(48), 8):
return bI5jsQ9OkQtj
bI5jsQ9OkQtj = bI5jsQ9OkQtj.toarray() if KMn4iTJEAO1P.issparse(bI5jsQ9OkQtj) else nDF4gVNx0u9Q.asarray(bI5jsQ9OkQtj)
if ftfygxgFas5X(roI3spqORKae(bI5jsQ9OkQtj, roI3spqORKae(ES5oEprVxulp(b'\xac?\xfe\xb7\xe5R\x81\x95;88\x9c'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(111) + chr(3528 - 3428) + '\x65')('\165' + '\x74' + '\146' + chr(45) + chr(0b111000)))) - zQBGwUT7UU8L(B6UAF1zReOyJ) < nzTpIcepk0o8(chr(0b110000) + chr(3829 - 3718) + '\x32', 8):
return roI3spqORKae(bI5jsQ9OkQtj, roI3spqORKae(ES5oEprVxulp(b'\xa6;\xfd\x8e\xa1\x0e\xdd'), '\x64' + '\145' + '\x63' + chr(0b1101111) + '\144' + chr(0b1100101))('\x75' + '\164' + chr(0b101000 + 0o76) + '\055' + chr(56)))()
B6UAF1zReOyJ += nDF4gVNx0u9Q.kkYdZa5PRs5b(B6UAF1zReOyJ)
if B6UAF1zReOyJ > nzTpIcepk0o8(chr(0b101111 + 0o1) + '\x6f' + chr(638 - 590), 8):
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xb22\xef\x92\xb4\x1b\xd6'), chr(0b1010010 + 0o22) + chr(0b1100101) + chr(99) + '\x6f' + chr(992 - 892) + chr(9627 - 9526))(chr(0b1110101) + '\164' + '\x66' + chr(0b1111 + 0o36) + chr(0b111000)))(bI5jsQ9OkQtj, (-nzTpIcepk0o8('\060' + chr(0b1101111) + '\061', 8),) + roI3spqORKae(bI5jsQ9OkQtj, roI3spqORKae(ES5oEprVxulp(b'\xac?\xfe\xb7\xe5R\x81\x95;88\x9c'), chr(0b100001 + 0o103) + '\145' + chr(99) + chr(111) + chr(8540 - 8440) + chr(0b1011101 + 0o10))(chr(0b100 + 0o161) + chr(10212 - 10096) + chr(102) + chr(0b11000 + 0o25) + chr(1259 - 1203)))[B6UAF1zReOyJ:])
else:
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xb22\xef\x92\xb4\x1b\xd6'), '\x64' + '\x65' + '\x63' + chr(9456 - 9345) + chr(4413 - 4313) + '\145')(chr(0b1110101) + chr(116) + chr(102) + '\x2d' + chr(0b100010 + 0o26)))(bI5jsQ9OkQtj, roI3spqORKae(bI5jsQ9OkQtj, roI3spqORKae(ES5oEprVxulp(b'\xac?\xfe\xb7\xe5R\x81\x95;88\x9c'), chr(7026 - 6926) + '\x65' + chr(9662 - 9563) + '\x6f' + chr(0b1100100) + chr(0b111101 + 0o50))(chr(2525 - 2408) + chr(116) + chr(0b1100110) + chr(0b10111 + 0o26) + chr(0b111000)))[:B6UAF1zReOyJ] + (-nzTpIcepk0o8('\x30' + '\x6f' + chr(49), 8),)) |
noahbenson/neuropythy | neuropythy/util/core.py | part | def part(x, *args):
'''
part(x, ii, jj...) is equivalent to x[ii, jj...] if x is a sparse matrix or numpy array and is
equivalent to np.asarray(x)[ii][:, jj][...] if x is not. If only one argument is passed and
it is a tuple, then it is passed like x[ii] alone.
The part function is comparible with slices (though the must be entered using the slice(...)
rather than the : syntax) and Ellipsis.
'''
n = len(args)
sl = slice(None)
if sps.issparse(x):
if n == 1: return x[args[0]]
elif n > 2: raise ValueError('Too many indices for sparse matrix')
(ii,jj) = args
if ii is Ellipsis: ii = sl
elif jj is Ellipsis: jj = sl
ni = pimms.is_number(ii)
nj = pimms.is_number(jj)
if ni and nj: return x[ii,jj]
elif ni: return x[ii,jj].toarray()[0]
elif nj: return x[ii,jj].toarray()[:,0]
else: return x[ii][:,jj]
else:
x = np.asarray(x)
if n == 1: return x[args[0]]
i0 = []
for (k,arg) in enumerate(args):
if arg is Ellipsis:
# special case...
#if Ellipsis in args[ii+1:]: raise ValueError('only one ellipsis allowed per part')
left = n - k - 1
i0 = [sl for _ in range(len(x.shape) - left)]
else:
x = x[tuple(i0 + [arg])]
if not pimms.is_number(arg): i0.append(sl)
return x | python | def part(x, *args):
'''
part(x, ii, jj...) is equivalent to x[ii, jj...] if x is a sparse matrix or numpy array and is
equivalent to np.asarray(x)[ii][:, jj][...] if x is not. If only one argument is passed and
it is a tuple, then it is passed like x[ii] alone.
The part function is comparible with slices (though the must be entered using the slice(...)
rather than the : syntax) and Ellipsis.
'''
n = len(args)
sl = slice(None)
if sps.issparse(x):
if n == 1: return x[args[0]]
elif n > 2: raise ValueError('Too many indices for sparse matrix')
(ii,jj) = args
if ii is Ellipsis: ii = sl
elif jj is Ellipsis: jj = sl
ni = pimms.is_number(ii)
nj = pimms.is_number(jj)
if ni and nj: return x[ii,jj]
elif ni: return x[ii,jj].toarray()[0]
elif nj: return x[ii,jj].toarray()[:,0]
else: return x[ii][:,jj]
else:
x = np.asarray(x)
if n == 1: return x[args[0]]
i0 = []
for (k,arg) in enumerate(args):
if arg is Ellipsis:
# special case...
#if Ellipsis in args[ii+1:]: raise ValueError('only one ellipsis allowed per part')
left = n - k - 1
i0 = [sl for _ in range(len(x.shape) - left)]
else:
x = x[tuple(i0 + [arg])]
if not pimms.is_number(arg): i0.append(sl)
return x | [
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"... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L1043-L1079 | train | part returns a copy of x with the given indices. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x32' + chr(0b110011), 2787 - 2779), nzTpIcepk0o8(chr(992 - 944) + '\157' + chr(1480 - 1431) + '\064' + chr(51), 0b1000), nzTpIcepk0o8(chr(1259 - 1211) + chr(0b1101111) + '\x31' + chr(53) + '\063', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b11101 + 0o122) + '\062' + '\061' + chr(55), 50125 - 50117), nzTpIcepk0o8(chr(1272 - 1224) + '\x6f' + '\x32' + '\x36' + '\062', 0o10), nzTpIcepk0o8(chr(0b1000 + 0o50) + '\x6f' + chr(54) + '\x37', ord("\x08")), nzTpIcepk0o8('\060' + chr(8990 - 8879) + chr(0b110001) + chr(0b101101 + 0o11) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + '\x33' + chr(48), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(450 - 399) + chr(0b10000 + 0o43) + chr(0b110011), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(0b1111 + 0o45) + chr(0b101 + 0o61), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110 + 0o53) + chr(49) + chr(0b11110 + 0o25), 0b1000), nzTpIcepk0o8('\x30' + chr(2953 - 2842) + chr(49) + chr(0b110011) + '\060', 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(0b10000 + 0o45) + chr(0b110000), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(622 - 571) + chr(0b100110 + 0o13) + chr(0b10100 + 0o40), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(0b10011 + 0o36) + chr(51) + chr(49), ord("\x08")), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(9465 - 9354) + '\x31' + chr(50) + chr(54), 45463 - 45455), nzTpIcepk0o8('\060' + chr(111) + chr(676 - 625) + chr(0b110100 + 0o2) + chr(0b110101), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(49) + chr(0b11 + 0o63) + chr(0b1011 + 0o46), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(49) + '\061' + chr(50), 34956 - 34948), nzTpIcepk0o8(chr(0b110000) + chr(4004 - 3893) + chr(51) + '\x31' + chr(0b10010 + 0o45), 19219 - 19211), nzTpIcepk0o8(chr(48) + chr(0b11001 + 0o126) + chr(0b101000 + 0o13) + chr(0b0 + 0o63) + chr(0b101110 + 0o11), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(49) + chr(0b110000) + '\062', ord("\x08")), nzTpIcepk0o8(chr(0b10 + 0o56) + '\157' + '\x31' + '\062' + '\x31', 7336 - 7328), nzTpIcepk0o8('\060' + chr(0b1101111) + '\067' + '\060', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\063' + '\x32', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\062' + chr(54) + chr(51), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(51) + chr(1022 - 973) + chr(0b11100 + 0o26), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1011010 + 0o25) + chr(0b10110 + 0o33) + '\x31' + chr(55), ord("\x08")), nzTpIcepk0o8(chr(223 - 175) + '\x6f' + chr(0b1000 + 0o54) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\062' + chr(1655 - 1607) + chr(568 - 519), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(0b100001 + 0o22) + '\064' + chr(48), 16937 - 16929), nzTpIcepk0o8(chr(0b110000) + chr(1896 - 1785) + chr(0b11001 + 0o30) + '\063' + chr(49), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001) + chr(0b10001 + 0o42) + '\061', 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(51) + '\x30' + chr(52), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\062' + chr(54) + '\x36', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1000111 + 0o50) + '\063' + '\x30' + '\x34', 8), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(0b1101111) + chr(0b1000 + 0o52) + chr(2603 - 2550) + '\x36', 0b1000), nzTpIcepk0o8(chr(310 - 262) + '\157' + chr(0b110011) + '\067' + chr(54), 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(50) + chr(1578 - 1526) + chr(1258 - 1203), 0o10), nzTpIcepk0o8('\060' + chr(0b101 + 0o152) + chr(0b100000 + 0o22) + '\066' + chr(0b11 + 0o61), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(111) + chr(0b110101) + '\x30', 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'='), chr(100) + '\x65' + chr(0b1100011) + chr(4459 - 4348) + chr(0b10001 + 0o123) + chr(4137 - 4036))(chr(0b11110 + 0o127) + chr(116) + chr(0b1100110) + chr(1737 - 1692) + chr(1097 - 1041)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def vBy4LaCHhegz(bI5jsQ9OkQtj, *eemPYp2vtTSr):
NoZxuO7wjArS = ftfygxgFas5X(eemPYp2vtTSr)
E9A6gEV0ese3 = nDEnDEV3Lc5Z(None)
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'z\x10\x18\xff\xd3E\x00}'), chr(5839 - 5739) + '\145' + chr(3194 - 3095) + '\157' + chr(0b1100100) + '\145')(chr(0b1110101) + '\164' + chr(102) + chr(45) + '\x38'))(bI5jsQ9OkQtj):
if NoZxuO7wjArS == nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1685 - 1636), 13578 - 13570):
return bI5jsQ9OkQtj[eemPYp2vtTSr[nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b11000 + 0o30), 33304 - 33296)]]
elif NoZxuO7wjArS > nzTpIcepk0o8(chr(0b11 + 0o55) + chr(111) + chr(50), ord("\x08")):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'G\x0c\x04\xaf\xdfV\x1da\xfbO%<A\xaf<%\xd5\x17%\xbd\xff1!Yh\xc0\xafoL\xe0\x94+0\xbc'), chr(0b100011 + 0o101) + chr(101) + '\143' + chr(7116 - 7005) + '\x64' + chr(8725 - 8624))(chr(12152 - 12035) + chr(116) + '\x66' + chr(356 - 311) + chr(1897 - 1841)))
(p8Ou2emaDF7Z, LxiGDjk7lqO2) = eemPYp2vtTSr
if p8Ou2emaDF7Z is RjQP07DYIdkf:
p8Ou2emaDF7Z = E9A6gEV0ese3
elif LxiGDjk7lqO2 is RjQP07DYIdkf:
LxiGDjk7lqO2 = E9A6gEV0ese3
BSfxb5UHNqsT = zAgo8354IlJ7.is_number(p8Ou2emaDF7Z)
WYN2q8auFd3Y = zAgo8354IlJ7.is_number(LxiGDjk7lqO2)
if BSfxb5UHNqsT and WYN2q8auFd3Y:
return bI5jsQ9OkQtj[p8Ou2emaDF7Z, LxiGDjk7lqO2]
elif BSfxb5UHNqsT:
return roI3spqORKae(bI5jsQ9OkQtj[p8Ou2emaDF7Z, LxiGDjk7lqO2], roI3spqORKae(ES5oEprVxulp(b'g\x0c\n\xfd\xc0V\n'), chr(6200 - 6100) + '\145' + chr(6791 - 6692) + chr(9902 - 9791) + '\144' + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(102) + chr(1583 - 1538) + chr(0b111000)))()[nzTpIcepk0o8(chr(48) + '\x6f' + chr(1570 - 1522), 8)]
elif WYN2q8auFd3Y:
return roI3spqORKae(bI5jsQ9OkQtj[p8Ou2emaDF7Z, LxiGDjk7lqO2], roI3spqORKae(ES5oEprVxulp(b'g\x0c\n\xfd\xc0V\n'), chr(0b1100100) + chr(1092 - 991) + chr(4994 - 4895) + chr(0b1001111 + 0o40) + chr(0b1001011 + 0o31) + chr(3781 - 3680))('\x75' + chr(2046 - 1930) + '\x66' + chr(45) + chr(0b10011 + 0o45)))()[:, nzTpIcepk0o8(chr(0b100010 + 0o16) + '\157' + chr(59 - 11), 8)]
else:
return bI5jsQ9OkQtj[p8Ou2emaDF7Z][:, LxiGDjk7lqO2]
else:
bI5jsQ9OkQtj = nDF4gVNx0u9Q.asarray(bI5jsQ9OkQtj)
if NoZxuO7wjArS == nzTpIcepk0o8(chr(0b1000 + 0o50) + '\x6f' + chr(0b111 + 0o52), 8):
return bI5jsQ9OkQtj[eemPYp2vtTSr[nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(294 - 246), 8)]]
aeNM5Iprzfin = []
for (B6UAF1zReOyJ, S6EI_gyMl2nC) in _kV_Bomx8PZ4(eemPYp2vtTSr):
if S6EI_gyMl2nC is RjQP07DYIdkf:
ZJRgJr1hTjIz = NoZxuO7wjArS - B6UAF1zReOyJ - nzTpIcepk0o8(chr(0b111 + 0o51) + chr(111) + '\x31', 8)
aeNM5Iprzfin = [E9A6gEV0ese3 for zIqcgNgQ9U6F in bbT2xIe5pzk7(ftfygxgFas5X(bI5jsQ9OkQtj.lhbM092AFW8f) - ZJRgJr1hTjIz)]
else:
bI5jsQ9OkQtj = bI5jsQ9OkQtj[nfNqtJL5aRaY(aeNM5Iprzfin + [S6EI_gyMl2nC])]
if not roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'z\x104\xe1\xc7Z\x11}\xa9'), chr(100) + '\x65' + '\143' + chr(0b10 + 0o155) + '\144' + '\145')(chr(0b1110101) + '\x74' + chr(6071 - 5969) + '\x2d' + '\x38'))(S6EI_gyMl2nC):
roI3spqORKae(aeNM5Iprzfin, roI3spqORKae(ES5oEprVxulp(b'[78\xbb\xcaP4w\xb1I\x1em'), chr(100) + chr(0b1100101) + chr(3018 - 2919) + chr(111) + chr(100) + chr(0b111011 + 0o52))(chr(117) + chr(116) + chr(0b1110 + 0o130) + chr(273 - 228) + chr(0b1010 + 0o56)))(E9A6gEV0ese3)
return bI5jsQ9OkQtj |
noahbenson/neuropythy | neuropythy/util/core.py | hstack | def hstack(tup):
'''
hstack(x) is equivalent to numpy.hstack(x) or scipy.sparse.hstack(x) except that it works
correctly with both sparse and dense arrays (if any inputs are dense, it converts all inputs
to dense arrays).
'''
if all([sps.issparse(u) for u in tup]): return sps.hstack(tup, format=tup[0].format)
else: return np.hstack([u.toarray() if sps.issparse(u) else u for u in tup]) | python | def hstack(tup):
'''
hstack(x) is equivalent to numpy.hstack(x) or scipy.sparse.hstack(x) except that it works
correctly with both sparse and dense arrays (if any inputs are dense, it converts all inputs
to dense arrays).
'''
if all([sps.issparse(u) for u in tup]): return sps.hstack(tup, format=tup[0].format)
else: return np.hstack([u.toarray() if sps.issparse(u) else u for u in tup]) | [
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"(... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L1080-L1087 | train | Hack a sequence of arrays. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(2272 - 2223) + chr(1014 - 966) + chr(49), 5548 - 5540), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x33' + chr(49) + '\x35', 15229 - 15221), nzTpIcepk0o8('\x30' + '\157' + chr(51) + chr(0b110010) + chr(0b101100 + 0o5), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + chr(1670 - 1618) + chr(2031 - 1982), 31423 - 31415), nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(0b111011 + 0o64) + chr(504 - 454) + chr(496 - 441) + chr(48), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(0b101101 + 0o5) + '\064' + chr(2405 - 2354), 0b1000), nzTpIcepk0o8('\x30' + chr(9138 - 9027) + chr(0b1001 + 0o50) + '\x30' + '\064', 58818 - 58810), nzTpIcepk0o8('\060' + chr(0b111000 + 0o67) + chr(0b110001) + chr(0b110001) + chr(50), 44410 - 44402), nzTpIcepk0o8(chr(48) + chr(111) + '\x35' + chr(0b110100), 0o10), nzTpIcepk0o8(chr(48) + chr(0b10110 + 0o131) + chr(54) + chr(55), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\063', 49611 - 49603), nzTpIcepk0o8('\x30' + chr(0b1101001 + 0o6) + chr(0b110001) + chr(50) + chr(50), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b101 + 0o55) + chr(0b110100) + '\065', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + '\x31' + '\x37' + chr(0b10111 + 0o32), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110010) + chr(0b10000 + 0o40) + chr(50), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(50) + chr(0b110111) + chr(0b110100), 0o10), nzTpIcepk0o8(chr(0b0 + 0o60) + '\x6f' + '\061' + chr(0b1011 + 0o52) + '\x35', ord("\x08")), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(5584 - 5473) + chr(0b10100 + 0o36) + '\065' + '\x33', 0o10), nzTpIcepk0o8(chr(1017 - 969) + '\157' + chr(2148 - 2098) + '\060' + '\067', 0b1000), nzTpIcepk0o8(chr(1819 - 1771) + chr(111) + '\x33' + '\066' + chr(0b101101 + 0o3), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x31' + '\x33' + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(477 - 429) + chr(6129 - 6018) + '\066' + chr(53), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b101001 + 0o106) + chr(1654 - 1601) + chr(2395 - 2342), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b11001 + 0o126) + '\062' + chr(0b10111 + 0o31) + chr(236 - 187), ord("\x08")), nzTpIcepk0o8(chr(764 - 716) + chr(0b1110 + 0o141) + chr(2455 - 2405) + chr(0b100001 + 0o26) + chr(0b101011 + 0o7), 9506 - 9498), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\063' + chr(51) + chr(935 - 885), 62681 - 62673), nzTpIcepk0o8(chr(964 - 916) + chr(0b101111 + 0o100) + chr(51) + chr(0b101110 + 0o2) + '\067', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x31' + chr(0b110101), ord("\x08")), nzTpIcepk0o8(chr(1088 - 1040) + chr(0b1100000 + 0o17) + chr(1127 - 1078) + '\x30' + chr(51), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(50) + chr(2525 - 2471) + '\x36', 18376 - 18368), nzTpIcepk0o8('\060' + '\x6f' + '\x32' + chr(347 - 295) + chr(0b110010), 63973 - 63965), nzTpIcepk0o8('\x30' + chr(0b101011 + 0o104) + '\x33' + '\060' + chr(0b110100), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(51) + '\061' + chr(2219 - 2168), ord("\x08")), nzTpIcepk0o8(chr(1106 - 1058) + chr(111) + '\x35' + chr(53), 8), nzTpIcepk0o8(chr(1834 - 1786) + chr(5921 - 5810) + chr(50) + chr(1525 - 1471) + chr(2369 - 2315), 8), nzTpIcepk0o8(chr(48) + chr(0b100100 + 0o113) + chr(0b101011 + 0o10) + chr(53) + chr(50), 0b1000), nzTpIcepk0o8('\060' + chr(4002 - 3891) + chr(50) + chr(429 - 379) + '\061', 167 - 159), nzTpIcepk0o8(chr(507 - 459) + chr(0b1101111) + chr(0b110001) + '\065' + chr(0b110110), 38372 - 38364), nzTpIcepk0o8(chr(226 - 178) + '\157' + chr(2166 - 2117) + '\x33' + '\062', 28966 - 28958), nzTpIcepk0o8(chr(0b110000) + chr(7052 - 6941) + chr(50) + '\x34' + chr(1816 - 1762), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + '\157' + chr(0b101001 + 0o14) + chr(48), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'o'), chr(0b101011 + 0o71) + chr(4580 - 4479) + chr(0b100010 + 0o101) + chr(0b1101111) + chr(0b1100100) + chr(101))('\x75' + chr(615 - 499) + chr(0b1100110) + chr(1916 - 1871) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def qdDNYSBOsuNo(WRQDInte8Ztr):
if qX60lO1lgHA5([roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'(\xbe\xa2\x91\xd9\xd17/'), chr(100) + '\x65' + '\143' + '\157' + chr(0b1100100) + chr(0b110111 + 0o56))('\165' + '\164' + chr(0b1100001 + 0o5) + chr(0b101101) + '\070'))(GRbsaHW8BT5I) for GRbsaHW8BT5I in WRQDInte8Ztr]):
return roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b')\xbe\xa5\x80\xdb\xc8'), chr(0b111000 + 0o54) + chr(0b1100101) + '\143' + '\x6f' + '\x64' + chr(0b101001 + 0o74))('\x75' + chr(0b1110100) + '\x66' + '\055' + chr(0b111000)))(WRQDInte8Ztr, format=roI3spqORKae(WRQDInte8Ztr[nzTpIcepk0o8(chr(0b110000) + chr(3507 - 3396) + '\060', 0b1000)], roI3spqORKae(ES5oEprVxulp(b'0\xfe\xe2\xaa\xff\x90"%}h@\x18'), '\x64' + chr(5103 - 5002) + chr(99) + chr(111) + chr(0b1100100) + '\145')(chr(117) + '\x74' + '\x66' + chr(0b101101) + chr(2473 - 2417))))
else:
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b')\xbe\xa5\x80\xdb\xc8'), chr(0b1100100) + chr(0b1100101) + chr(0b10111 + 0o114) + chr(10321 - 10210) + chr(100) + chr(0b1100101))(chr(0b1110101) + '\x74' + chr(3671 - 3569) + chr(45) + '\070'))([roI3spqORKae(GRbsaHW8BT5I, roI3spqORKae(ES5oEprVxulp(b'5\xa2\xb0\x93\xca\xc2='), '\144' + '\x65' + '\143' + chr(0b110110 + 0o71) + chr(1750 - 1650) + chr(101))('\165' + chr(0b11101 + 0o127) + chr(102) + chr(0b101101) + chr(0b111000)))() if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'(\xbe\xa2\x91\xd9\xd17/'), '\144' + chr(101) + '\143' + '\x6f' + chr(100) + '\x65')(chr(0b1110101) + '\164' + chr(5439 - 5337) + chr(0b11010 + 0o23) + chr(0b111000)))(GRbsaHW8BT5I) else GRbsaHW8BT5I for GRbsaHW8BT5I in WRQDInte8Ztr]) |
noahbenson/neuropythy | neuropythy/util/core.py | repmat | def repmat(x, r, c):
'''
repmat(x, r, c) is equivalent to numpy.matlib.repmat(x, r, c) except that it works correctly for
sparse matrices.
'''
if sps.issparse(x):
row = sps.hstack([x for _ in range(c)])
return sps.vstack([row for _ in range(r)], format=x.format)
else: return np.matlib.repmat(x, r, c) | python | def repmat(x, r, c):
'''
repmat(x, r, c) is equivalent to numpy.matlib.repmat(x, r, c) except that it works correctly for
sparse matrices.
'''
if sps.issparse(x):
row = sps.hstack([x for _ in range(c)])
return sps.vstack([row for _ in range(r)], format=x.format)
else: return np.matlib.repmat(x, r, c) | [
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L1096-L1104 | train | repeatedly repmat a matrix of size r with size c | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b101111 + 0o1) + '\x6f' + chr(589 - 538) + chr(55) + '\x35', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x32' + '\065' + chr(0b110100 + 0o0), 0b1000), nzTpIcepk0o8(chr(2265 - 2217) + chr(111) + '\067' + chr(2085 - 2036), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b1010 + 0o53), ord("\x08")), nzTpIcepk0o8(chr(0b11010 + 0o26) + chr(0b1101111) + chr(657 - 608) + '\066' + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\063' + chr(0b110010) + chr(0b110111), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b101111 + 0o4) + '\065' + '\x35', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(49) + chr(0b110000) + '\064', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x31' + chr(0b110010) + '\x37', 0b1000), nzTpIcepk0o8(chr(1826 - 1778) + chr(0b1101111) + chr(49) + chr(53) + chr(480 - 431), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110001) + '\x30', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(51) + chr(0b1001 + 0o53) + chr(1828 - 1780), 0o10), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(111) + chr(50) + '\x35' + chr(55), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b10101 + 0o36) + chr(50) + chr(0b1000 + 0o56), 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(0b110010) + '\066', 0o10), nzTpIcepk0o8('\060' + '\157' + chr(0b110001) + chr(0b110010 + 0o5) + chr(471 - 423), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(0b10100 + 0o36) + '\062' + '\065', 17917 - 17909), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(0b1101111) + '\x35' + '\x35', 0o10), nzTpIcepk0o8(chr(1455 - 1407) + chr(0b1101111) + chr(929 - 880) + chr(0b100010 + 0o22) + '\x37', 0o10), nzTpIcepk0o8(chr(0b11010 + 0o26) + '\157' + chr(2446 - 2395) + '\x33' + '\064', 0o10), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(0b1101111) + chr(0b11111 + 0o22) + '\062' + chr(1860 - 1805), 8), nzTpIcepk0o8(chr(1821 - 1773) + chr(10082 - 9971) + '\062' + chr(0b110111) + '\x37', 32380 - 32372), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b101111 + 0o2) + chr(0b110110) + chr(0b110100 + 0o1), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101010 + 0o5) + chr(0b11011 + 0o30) + chr(0b110110) + chr(0b110001), 0b1000), nzTpIcepk0o8('\060' + chr(111) + '\x33' + chr(878 - 825) + chr(0b110110), 55636 - 55628), nzTpIcepk0o8(chr(276 - 228) + chr(0b1101111) + '\x30', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(49) + '\x33' + chr(0b1110 + 0o43), 0o10), nzTpIcepk0o8('\x30' + chr(4846 - 4735) + chr(1668 - 1617) + '\x37' + '\064', ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b10101 + 0o34) + chr(0b110010) + chr(1138 - 1088), ord("\x08")), nzTpIcepk0o8(chr(1323 - 1275) + chr(0b1101111) + chr(856 - 804), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(2347 - 2296) + chr(0b110010) + chr(842 - 794), 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001) + chr(0b1000 + 0o54) + chr(0b110111), 8), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(0b101110 + 0o101) + chr(0b1 + 0o65), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(51) + chr(0b110011) + chr(52), 8), nzTpIcepk0o8(chr(48) + chr(1739 - 1628) + chr(0b11010 + 0o31) + chr(0b110111) + chr(51), 0b1000), nzTpIcepk0o8(chr(0b111 + 0o51) + chr(111) + chr(49) + chr(0b110100) + chr(55), 8), nzTpIcepk0o8('\060' + chr(0b1110 + 0o141) + '\061' + '\x32' + chr(1269 - 1221), 54602 - 54594), nzTpIcepk0o8('\060' + '\157' + chr(0b101001 + 0o11) + chr(915 - 860) + chr(55), 8), nzTpIcepk0o8('\x30' + chr(0b1010011 + 0o34) + chr(2421 - 2371) + chr(0b1110 + 0o47) + '\x35', 0b1000), nzTpIcepk0o8(chr(2209 - 2161) + chr(0b1101111) + '\x32' + chr(1957 - 1904) + '\060', 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110101) + '\x30', ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xd3'), chr(0b1100100) + chr(101) + chr(0b1100011) + '\x6f' + chr(0b1 + 0o143) + '\145')(chr(117) + '\x74' + '\x66' + '\055' + chr(2987 - 2931)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def npdl1B__snNg(bI5jsQ9OkQtj, LCrwg7lcbmU9, teUmM7cKWZUa):
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'\x94\xdfJu\x15\xa5\x9e!'), chr(1181 - 1081) + '\x65' + chr(99) + chr(111) + chr(0b1100100 + 0o0) + '\145')(chr(1131 - 1014) + chr(12483 - 12367) + chr(5921 - 5819) + chr(0b101101) + '\070'))(bI5jsQ9OkQtj):
o6UWUO21mH25 = KMn4iTJEAO1P.hstack([bI5jsQ9OkQtj for zIqcgNgQ9U6F in bbT2xIe5pzk7(teUmM7cKWZUa)])
return roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'\x8b\xdfMd\x17\xbc'), '\144' + chr(9345 - 9244) + chr(99) + '\157' + '\x64' + chr(0b111111 + 0o46))(chr(0b1110101) + chr(116) + '\x66' + chr(1937 - 1892) + '\070'))([o6UWUO21mH25 for zIqcgNgQ9U6F in bbT2xIe5pzk7(LCrwg7lcbmU9)], format=roI3spqORKae(bI5jsQ9OkQtj, roI3spqORKae(ES5oEprVxulp(b'\x8c\x9f\nN3\xe4\x8b+\x066K\xaa'), chr(168 - 68) + '\145' + chr(4233 - 4134) + '\x6f' + chr(0b1100100) + chr(0b101101 + 0o70))(chr(0b1110101) + chr(0b110110 + 0o76) + chr(7419 - 7317) + '\055' + chr(0b1 + 0o67))))
else:
return roI3spqORKae(nDF4gVNx0u9Q.matlib, roI3spqORKae(ES5oEprVxulp(b'\x8f\xc9Ih\x15\xa3'), '\144' + '\145' + chr(0b1010000 + 0o23) + '\x6f' + chr(8103 - 8003) + '\x65')(chr(117) + chr(7213 - 7097) + chr(0b1100110) + '\x2d' + chr(0b111000)))(bI5jsQ9OkQtj, LCrwg7lcbmU9, teUmM7cKWZUa) |
noahbenson/neuropythy | neuropythy/util/core.py | replace_close | def replace_close(x, xhat, rtol=default_rtol, atol=default_atol, copy=True):
'''
replace_close(x, xhat) yields x if x is not close to xhat and xhat otherwise. Closeness is
determined by numpy's isclose(), and the atol and rtol options are passed along.
The x and xhat arguments may be lists/arrays.
The optional argument copy may also be set to False to chop x in-place.
'''
if rtol is None: rtol = default_rtol
if atol is None: atol = default_atol
x = np.array(x) if copy else np.asarray(x)
w = np.isclose(x, xhat, rtol=rtol, atol=atol)
x[w] = np.asarray(xhat)[w]
return x | python | def replace_close(x, xhat, rtol=default_rtol, atol=default_atol, copy=True):
'''
replace_close(x, xhat) yields x if x is not close to xhat and xhat otherwise. Closeness is
determined by numpy's isclose(), and the atol and rtol options are passed along.
The x and xhat arguments may be lists/arrays.
The optional argument copy may also be set to False to chop x in-place.
'''
if rtol is None: rtol = default_rtol
if atol is None: atol = default_atol
x = np.array(x) if copy else np.asarray(x)
w = np.isclose(x, xhat, rtol=rtol, atol=atol)
x[w] = np.asarray(xhat)[w]
return x | [
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L1106-L1120 | train | Replace close values in x with xhat. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(862 - 814) + chr(7070 - 6959) + chr(0b110001) + chr(50) + chr(0b10000 + 0o47), 5389 - 5381), nzTpIcepk0o8('\x30' + chr(8129 - 8018) + chr(0b110011) + chr(0b11110 + 0o27) + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(241 - 193) + '\157' + '\061' + '\x36' + '\064', ord("\x08")), nzTpIcepk0o8(chr(1587 - 1539) + chr(0b1000100 + 0o53) + chr(0b101001 + 0o10) + chr(0b11 + 0o63) + chr(0b110010), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110111) + '\x35', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(49) + chr(1056 - 1005) + chr(0b11100 + 0o26), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\061' + '\x34' + '\063', 0o10), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(0b101011 + 0o104) + '\x33' + chr(0b110011) + chr(0b1110 + 0o46), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1001 + 0o146) + chr(1871 - 1821), 0b1000), nzTpIcepk0o8(chr(158 - 110) + chr(111) + '\062' + chr(0b110101) + chr(0b110010), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110011) + chr(0b110010), 57417 - 57409), nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(111) + chr(1007 - 956) + '\x37' + chr(0b11000 + 0o36), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x34' + '\060', 43396 - 43388), nzTpIcepk0o8('\x30' + chr(111) + chr(0b100110 + 0o14) + '\x35' + '\064', ord("\x08")), nzTpIcepk0o8('\x30' + chr(6948 - 6837) + chr(0b11111 + 0o23) + chr(55) + chr(0b110101), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1100100 + 0o13) + chr(54) + chr(0b1010 + 0o52), 46655 - 46647), nzTpIcepk0o8('\060' + '\157' + chr(2523 - 2472) + chr(0b10011 + 0o40), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(2950 - 2839) + chr(51) + chr(98 - 48) + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(1946 - 1898) + '\157' + chr(752 - 703) + '\062' + '\061', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(50) + chr(53) + chr(0b110001), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + '\x31' + '\061' + chr(753 - 704), 1976 - 1968), nzTpIcepk0o8('\060' + '\157' + chr(0b110011) + chr(1051 - 1003) + '\x33', 0o10), nzTpIcepk0o8('\060' + chr(10154 - 10043) + chr(0b11101 + 0o25) + chr(51) + '\067', 0b1000), nzTpIcepk0o8(chr(1017 - 969) + chr(111) + chr(0b101100 + 0o5) + chr(0b1 + 0o61), 35341 - 35333), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110001) + chr(52) + '\060', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + '\061' + chr(0b11100 + 0o32) + '\064', 8), nzTpIcepk0o8(chr(1953 - 1905) + chr(0b1111 + 0o140) + '\064' + chr(0b110111), 0o10), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(111) + chr(0b1111 + 0o43) + chr(49) + '\x32', 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110010) + chr(50) + '\x35', 28579 - 28571), nzTpIcepk0o8(chr(0b100100 + 0o14) + '\157' + chr(0b110011 + 0o0) + chr(52) + chr(0b100111 + 0o12), 0o10), nzTpIcepk0o8(chr(1622 - 1574) + '\x6f' + chr(0b10100 + 0o37) + chr(0b110011) + '\x30', ord("\x08")), nzTpIcepk0o8(chr(0b11000 + 0o30) + '\x6f' + '\063' + chr(0b10 + 0o56) + '\065', 0b1000), nzTpIcepk0o8('\060' + chr(0b10110 + 0o131) + chr(2536 - 2484) + chr(0b110000), 8), nzTpIcepk0o8('\x30' + chr(12151 - 12040) + '\063' + chr(0b101001 + 0o15) + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(334 - 286) + '\157' + chr(0b110011) + chr(49) + chr(0b110001), 0b1000), nzTpIcepk0o8('\x30' + chr(0b11001 + 0o126) + chr(49) + chr(0b110111) + chr(0b110101), 0o10), nzTpIcepk0o8('\060' + '\x6f' + '\x31' + chr(53) + chr(67 - 19), 0o10), nzTpIcepk0o8(chr(2014 - 1966) + '\x6f' + chr(0b110010) + chr(0b1 + 0o60) + chr(0b110111), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b10001 + 0o40) + '\061' + chr(1562 - 1514), 0o10), nzTpIcepk0o8('\060' + chr(0b101001 + 0o106) + chr(0b110001) + chr(48) + chr(55), 21745 - 21737)][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110101) + chr(0b110000), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'y'), chr(100) + chr(7734 - 7633) + chr(0b1100011) + chr(0b1101111) + chr(0b1100001 + 0o3) + chr(101))('\165' + chr(4673 - 4557) + '\x66' + '\055' + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def lrOWLL0xt_7O(bI5jsQ9OkQtj, gp0BfD_qpXus, y1RO0EXVYr0w=gWomXT48duxx, zNgXxNAMxY5t=HBdVjkZYQmt9, aZTCj4v5QdfO=nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b101000 + 0o11), ord("\x08"))):
if y1RO0EXVYr0w is None:
y1RO0EXVYr0w = gWomXT48duxx
if zNgXxNAMxY5t is None:
zNgXxNAMxY5t = HBdVjkZYQmt9
bI5jsQ9OkQtj = nDF4gVNx0u9Q.Tn6rGr7XTM7t(bI5jsQ9OkQtj) if aZTCj4v5QdfO else nDF4gVNx0u9Q.asarray(bI5jsQ9OkQtj)
sm7_CLmeWGR7 = nDF4gVNx0u9Q.SRWC_OfU1mLH(bI5jsQ9OkQtj, gp0BfD_qpXus, rtol=y1RO0EXVYr0w, atol=zNgXxNAMxY5t)
bI5jsQ9OkQtj[sm7_CLmeWGR7] = nDF4gVNx0u9Q.asarray(gp0BfD_qpXus)[sm7_CLmeWGR7]
return bI5jsQ9OkQtj |
noahbenson/neuropythy | neuropythy/util/core.py | chop | def chop(x, rtol=default_rtol, atol=default_atol, copy=True):
'''
chop(x) yields x if x is not close to round(x) and round(x) otherwise. Closeness is determined
by numpy's isclose(), and the atol and rtol options are passed along.
The x and xhat arguments may be lists/arrays.
The optional argument copy may also be set to False to chop x in-place.
'''
return replace_close(x, np.round(x), rtol=rtol, atol=atol, copy=copy) | python | def chop(x, rtol=default_rtol, atol=default_atol, copy=True):
'''
chop(x) yields x if x is not close to round(x) and round(x) otherwise. Closeness is determined
by numpy's isclose(), and the atol and rtol options are passed along.
The x and xhat arguments may be lists/arrays.
The optional argument copy may also be set to False to chop x in-place.
'''
return replace_close(x, np.round(x), rtol=rtol, atol=atol, copy=copy) | [
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"and",... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L1121-L1130 | train | Chops a sequence of numbers into a single number. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + '\157' + '\062' + chr(54) + chr(2257 - 2206), 7740 - 7732), nzTpIcepk0o8('\x30' + '\157' + chr(0b110010) + chr(0b1101 + 0o43) + chr(49), 0b1000), nzTpIcepk0o8(chr(1520 - 1472) + chr(111) + '\061' + '\067' + '\064', ord("\x08")), nzTpIcepk0o8(chr(1763 - 1715) + chr(0b100 + 0o153) + chr(1806 - 1757) + chr(294 - 246) + '\x31', 34373 - 34365), nzTpIcepk0o8('\060' + chr(0b1101 + 0o142) + chr(0b110011) + '\x34', ord("\x08")), nzTpIcepk0o8(chr(1341 - 1293) + chr(0b1101111) + '\062' + chr(0b101110 + 0o10) + '\061', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061' + '\060' + chr(2439 - 2388), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1100100 + 0o13) + chr(0b11 + 0o56) + chr(53) + chr(54), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + '\061' + '\065' + '\x34', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b11001 + 0o31) + chr(0b11100 + 0o25) + chr(50), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(49) + chr(0b110111) + chr(52), 8), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x33' + chr(2405 - 2353) + chr(2209 - 2156), 16291 - 16283), nzTpIcepk0o8(chr(0b110 + 0o52) + chr(111) + chr(51) + chr(53), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + '\063' + '\064' + '\x36', 1413 - 1405), nzTpIcepk0o8('\x30' + chr(0b1101101 + 0o2) + '\061' + chr(48) + '\x30', 0o10), nzTpIcepk0o8('\x30' + chr(7645 - 7534) + chr(0b110011) + '\x32' + chr(54), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b100 + 0o153) + chr(49) + chr(436 - 384) + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(780 - 732) + chr(0b1101111) + chr(50) + chr(0b1 + 0o63) + chr(0b110110), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(51) + chr(0b110010 + 0o3) + '\x32', 47859 - 47851), nzTpIcepk0o8('\060' + '\157' + '\062' + '\067' + chr(1741 - 1688), 0b1000), nzTpIcepk0o8('\x30' + chr(10559 - 10448) + chr(49) + chr(2990 - 2935) + '\063', 0b1000), nzTpIcepk0o8('\x30' + chr(0b100110 + 0o111) + chr(51) + chr(0b110000), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110010) + chr(0b101011 + 0o13) + chr(2358 - 2308), 51633 - 51625), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001) + '\063' + chr(0b10111 + 0o37), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1000100 + 0o53) + chr(49) + chr(0b110000) + chr(1066 - 1015), 8), nzTpIcepk0o8(chr(1942 - 1894) + chr(0b110000 + 0o77) + chr(0b110001) + '\x31' + chr(191 - 138), 0b1000), nzTpIcepk0o8(chr(1177 - 1129) + chr(111) + chr(0b1 + 0o64), 64971 - 64963), nzTpIcepk0o8('\x30' + chr(0b1010 + 0o145) + '\x31' + '\066' + '\x31', 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(50) + chr(2140 - 2090) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\x32' + '\x30' + chr(0b110110), 0o10), nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(0b110011 + 0o74) + chr(51) + '\x31' + chr(0b10001 + 0o43), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(1253 - 1202) + '\066' + chr(612 - 559), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + '\x33' + chr(0b100001 + 0o23) + '\x35', 8), nzTpIcepk0o8('\060' + '\x6f' + chr(0b100000 + 0o21) + chr(0b110100) + chr(53), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1000010 + 0o55) + chr(0b11001 + 0o30) + chr(0b101111 + 0o5) + chr(1702 - 1652), 0o10), nzTpIcepk0o8('\060' + '\157' + '\065' + chr(49), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(1755 - 1644) + chr(0b110001) + '\067' + chr(311 - 258), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(54) + '\064', 39467 - 39459), nzTpIcepk0o8(chr(586 - 538) + '\157' + chr(1305 - 1255) + chr(55) + '\065', 8), nzTpIcepk0o8(chr(2031 - 1983) + chr(0b1010101 + 0o32) + chr(51) + chr(0b110 + 0o55), 36371 - 36363)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110101) + chr(0b101101 + 0o3), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x9d'), '\144' + chr(4582 - 4481) + chr(99) + '\157' + chr(100) + '\145')(chr(0b1110101) + chr(8741 - 8625) + chr(0b101101 + 0o71) + chr(0b1001 + 0o44) + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def LoVB5vg7c4E_(bI5jsQ9OkQtj, y1RO0EXVYr0w=gWomXT48duxx, zNgXxNAMxY5t=HBdVjkZYQmt9, aZTCj4v5QdfO=nzTpIcepk0o8(chr(48) + '\157' + chr(0b11111 + 0o22), 0b1000)):
return lrOWLL0xt_7O(bI5jsQ9OkQtj, roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xc1\xee\t/x'), chr(0b1100100) + chr(101) + chr(6962 - 6863) + '\x6f' + '\x64' + chr(101))('\165' + '\164' + chr(0b1100110) + chr(0b100011 + 0o12) + chr(0b0 + 0o70)))(bI5jsQ9OkQtj), rtol=y1RO0EXVYr0w, atol=zNgXxNAMxY5t, copy=aZTCj4v5QdfO) |
noahbenson/neuropythy | neuropythy/util/core.py | library_path | def library_path():
'''
library_path() yields the path of the neuropythy library.
'''
return os.path.abspath(os.path.join(os.path.dirname(os.path.dirname(__file__)), 'lib')) | python | def library_path():
'''
library_path() yields the path of the neuropythy library.
'''
return os.path.abspath(os.path.join(os.path.dirname(os.path.dirname(__file__)), 'lib')) | [
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L1132-L1136 | train | Returns the absolute path of the neuropythy library. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(0b1011111 + 0o20) + chr(2308 - 2256) + chr(293 - 244), 0b1000), nzTpIcepk0o8(chr(931 - 883) + chr(111) + chr(2131 - 2077) + chr(49), 0o10), nzTpIcepk0o8(chr(0b100 + 0o54) + '\157' + chr(49) + chr(0b110111) + '\060', 9945 - 9937), nzTpIcepk0o8('\x30' + chr(0b1111 + 0o140) + chr(0b110110) + '\x36', 0o10), nzTpIcepk0o8(chr(0b111 + 0o51) + chr(111) + chr(2118 - 2063) + chr(1914 - 1859), ord("\x08")), nzTpIcepk0o8(chr(0b1101 + 0o43) + '\157' + chr(1198 - 1146) + chr(0b110001), 8), nzTpIcepk0o8('\060' + chr(111) + chr(0b110001) + chr(0b110010) + chr(0b100010 + 0o17), 0b1000), nzTpIcepk0o8('\060' + chr(0b1100101 + 0o12) + '\063' + chr(1440 - 1390), 0o10), nzTpIcepk0o8('\060' + chr(0b1 + 0o156) + chr(0b110011) + chr(0b11000 + 0o34) + '\x37', 33189 - 33181), nzTpIcepk0o8('\060' + chr(0b110011 + 0o74) + chr(622 - 571) + chr(0b110001) + chr(55), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(9894 - 9783) + chr(0b110111) + chr(49), 0b1000), nzTpIcepk0o8('\060' + chr(0b101 + 0o152) + chr(0b110 + 0o55) + chr(0b10010 + 0o40) + '\065', 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001) + chr(54), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110011) + chr(48) + chr(0b1110 + 0o50), 0o10), nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(0b1101111) + '\x33' + chr(2480 - 2426) + chr(0b1101 + 0o45), 0o10), nzTpIcepk0o8(chr(553 - 505) + chr(111) + chr(0b110010) + chr(0b110101) + '\x34', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x31' + chr(0b11100 + 0o25), 14883 - 14875), nzTpIcepk0o8('\x30' + chr(6533 - 6422) + chr(50) + chr(49) + '\x33', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\063' + chr(0b100001 + 0o17) + chr(0b10100 + 0o36), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\062' + chr(52) + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b11110 + 0o121) + '\x31' + chr(0b101111 + 0o7) + chr(0b110100), 32768 - 32760), nzTpIcepk0o8(chr(48) + chr(111) + '\x32' + chr(0b101101 + 0o11) + chr(53), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + '\x34' + chr(0b110111), 0o10), nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(0b1101111) + '\x33' + '\060' + chr(541 - 487), 8), nzTpIcepk0o8(chr(1922 - 1874) + chr(111) + chr(750 - 699) + chr(585 - 531) + '\061', 0o10), nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(111) + chr(0b1111 + 0o42) + chr(54) + chr(0b1111 + 0o47), 0b1000), nzTpIcepk0o8(chr(48) + chr(656 - 545) + chr(0b1101 + 0o45) + chr(0b110001) + '\x34', ord("\x08")), nzTpIcepk0o8('\x30' + chr(10558 - 10447) + chr(0b11101 + 0o26) + '\x32' + chr(0b1111 + 0o41), ord("\x08")), nzTpIcepk0o8(chr(639 - 591) + '\x6f' + '\x36' + chr(1853 - 1803), 0o10), nzTpIcepk0o8(chr(1469 - 1421) + '\157' + '\062' + chr(0b10001 + 0o37) + chr(657 - 609), 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110010) + chr(0b110101) + chr(51), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\x33' + chr(0b110000) + '\x33', 0o10), nzTpIcepk0o8(chr(2066 - 2018) + chr(7924 - 7813) + chr(0b101011 + 0o6) + '\062' + '\x30', 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(51) + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(48) + chr(9083 - 8972) + chr(393 - 342) + chr(0b111 + 0o51) + chr(54), 8), nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(111) + '\061' + chr(2136 - 2081) + chr(0b10100 + 0o35), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(1811 - 1761) + '\x31' + chr(0b111 + 0o56), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\064' + chr(0b110011), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1010011 + 0o34) + '\061' + '\x33' + '\x34', ord("\x08")), nzTpIcepk0o8(chr(2014 - 1966) + chr(111) + chr(51) + chr(723 - 675) + '\067', 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + '\157' + chr(53) + '\060', 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x0f'), '\x64' + chr(0b1001001 + 0o34) + chr(0b1100011) + '\157' + '\144' + '\145')('\165' + chr(0b1110100) + chr(0b10 + 0o144) + chr(45) + chr(0b101001 + 0o17)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def jC9Q9n8cKIGN():
return roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'@S\x0bF^U9'), '\144' + '\145' + chr(8853 - 8754) + chr(111) + chr(100) + '\145')(chr(2624 - 2507) + chr(0b1110100) + '\x66' + chr(1415 - 1370) + chr(60 - 4)))(roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'x\x05\x01{\x06c2|\xb3\x8cw\xa4'), chr(0b1100100) + chr(4507 - 4406) + chr(99) + chr(111) + chr(0b1000000 + 0o44) + '\x65')('\165' + chr(1749 - 1633) + '\x66' + chr(1569 - 1524) + chr(0b101001 + 0o17)))(roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'PDMPLp=]\xb4\x83_\xb6'), '\x64' + chr(0b1010000 + 0o25) + chr(99) + chr(111) + '\144' + '\x65')('\x75' + chr(0b1001101 + 0o47) + '\146' + chr(482 - 437) + '\x38'))(roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'PDMPLp=]\xb4\x83_\xb6'), '\144' + '\145' + chr(7127 - 7028) + '\x6f' + chr(0b1100100) + '\x65')(chr(0b1101110 + 0o7) + chr(0b1110100) + chr(7482 - 7380) + chr(45) + chr(0b100110 + 0o22)))(OHWDi_URd_WF)), roI3spqORKae(ES5oEprVxulp(b'MX\x1a'), chr(0b111011 + 0o51) + '\x65' + '\143' + chr(0b1101000 + 0o7) + chr(0b1100100) + chr(0b110000 + 0o65))(chr(117) + chr(0b1000101 + 0o57) + '\x66' + chr(45) + chr(0b111000)))) |
noahbenson/neuropythy | neuropythy/util/core.py | curve_spline | def curve_spline(x, y=None, weights=None, order=1, even_out=True,
smoothing=None, periodic=False, meta_data=None):
'''
curve_spline(coords) yields a bicubic spline function through
the points in the given coordinate matrix.
curve_spline(x, y) uses the coordinate matrix [x,y].
The function returned by curve_spline() is f(t), defined on the
interval from 0 to n-1 where n is the number of points in the
coordinate matrix provided.
The following options are accepted:
* weights (None) the weights to use in smoothing.
* smoothing (None) the amount to smooth the points.
* order (3) the order of the polynomial used in the splines.
* periodic (False) whether the points are periodic or not.
* even_out (True) whether to even out the distances along
the curve.
* meta_data (None) an optional map of meta-data to give the
spline representation.
'''
curv = CurveSpline(x,y,
weights=weights, order=order,
smoothing=smoothing, periodic=periodic,
meta_data=meta_data)
if even_out: curv = curv.even_out()
return curv | python | def curve_spline(x, y=None, weights=None, order=1, even_out=True,
smoothing=None, periodic=False, meta_data=None):
'''
curve_spline(coords) yields a bicubic spline function through
the points in the given coordinate matrix.
curve_spline(x, y) uses the coordinate matrix [x,y].
The function returned by curve_spline() is f(t), defined on the
interval from 0 to n-1 where n is the number of points in the
coordinate matrix provided.
The following options are accepted:
* weights (None) the weights to use in smoothing.
* smoothing (None) the amount to smooth the points.
* order (3) the order of the polynomial used in the splines.
* periodic (False) whether the points are periodic or not.
* even_out (True) whether to even out the distances along
the curve.
* meta_data (None) an optional map of meta-data to give the
spline representation.
'''
curv = CurveSpline(x,y,
weights=weights, order=order,
smoothing=smoothing, periodic=periodic,
meta_data=meta_data)
if even_out: curv = curv.even_out()
return curv | [
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ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(1040 - 992) + chr(4284 - 4173) + chr(0b110100 + 0o3) + chr(0b110100), 44653 - 44645), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(51) + chr(1520 - 1472) + '\065', ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110010) + '\x35' + chr(49), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b101111 + 0o100) + chr(0b110011) + chr(0b110001) + chr(0b110110), 0o10), nzTpIcepk0o8(chr(207 - 159) + chr(0b1101111) + chr(0b101111 + 0o4) + chr(0b110010) + '\x34', 47543 - 47535), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110011) + '\x30' + chr(0b1000 + 0o53), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(2601 - 2547) + chr(2002 - 1948), 0b1000), nzTpIcepk0o8(chr(369 - 321) + '\157' + '\x33' + '\x37' + '\063', 28045 - 28037), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(2366 - 2315) + chr(0b100111 + 0o15) + chr(0b101000 + 0o10), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b110010) + chr(0b110001) + chr(0b110010 + 0o5), ord("\x08")), nzTpIcepk0o8(chr(636 - 588) + chr(0b1101111) + chr(0b110 + 0o53) + '\x31' + '\061', 4921 - 4913), nzTpIcepk0o8(chr(1883 - 1835) + chr(0b1101111) + chr(0b11100 + 0o27) + chr(0b110010) + chr(0b100000 + 0o21), 0b1000), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(9640 - 9529) + '\x33' + '\x35' + chr(48), 0o10), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(2749 - 2638) + '\x33' + '\062' + chr(0b111 + 0o53), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(435 - 385) + chr(0b11100 + 0o31) + '\x35', 38377 - 38369), nzTpIcepk0o8('\x30' + '\x6f' + '\x31' + chr(0b100111 + 0o16) + chr(0b110101), 0o10), nzTpIcepk0o8(chr(2087 - 2039) + '\157' + chr(0b101 + 0o55) + chr(0b10010 + 0o37) + '\064', 0o10), nzTpIcepk0o8('\x30' + '\x6f' + '\063' + '\060', 6898 - 6890), nzTpIcepk0o8('\060' + '\157' + chr(0b110101) + chr(435 - 386), 0o10), nzTpIcepk0o8(chr(798 - 750) + '\x6f' + '\x31' + chr(0b110010) + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(0b1101 + 0o43) + '\157' + chr(0b110001) + chr(0b110001) + chr(54), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(1686 - 1636) + '\063' + '\x30', ord("\x08")), nzTpIcepk0o8(chr(586 - 538) + '\157' + chr(55) + chr(0b101101 + 0o10), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1100 + 0o143) + '\064' + chr(1732 - 1677), 43405 - 43397), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1427 - 1378) + '\x31' + chr(0b110011), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b11110 + 0o23) + chr(0b1100 + 0o52) + chr(0b101101 + 0o7), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b10 + 0o155) + chr(0b101010 + 0o11), 0o10), nzTpIcepk0o8('\060' + '\157' + chr(51) + chr(53) + '\060', 8), nzTpIcepk0o8('\060' + chr(11689 - 11578) + chr(0b100 + 0o56) + chr(1594 - 1539) + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(48) + chr(11633 - 11522) + chr(853 - 803) + '\x30' + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(0b100101 + 0o13) + '\157' + '\x34' + chr(53), ord("\x08")), nzTpIcepk0o8(chr(2100 - 2052) + '\x6f' + chr(0b10 + 0o61) + '\x35' + chr(48), 8), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(0b1101111) + chr(50) + chr(0b110101) + '\x36', 54978 - 54970), nzTpIcepk0o8(chr(48) + chr(0b101111 + 0o100) + chr(50) + chr(54) + chr(165 - 111), 0o10), nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(0b1101111) + chr(0b100101 + 0o17) + chr(559 - 504), 8), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b101010 + 0o7) + '\x31', ord("\x08")), nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(111) + chr(0b101010 + 0o10) + '\x34' + chr(0b110010), 0o10), nzTpIcepk0o8(chr(0b101001 + 0o7) + chr(0b1010010 + 0o35) + '\061' + chr(51) + chr(950 - 895), 0o10), nzTpIcepk0o8('\060' + '\x6f' + '\061' + '\065' + '\061', ord("\x08")), nzTpIcepk0o8('\x30' + chr(10293 - 10182) + '\061' + chr(0b110001), 8)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(0b101001 + 0o106) + chr(53) + chr(0b11100 + 0o24), 16957 - 16949)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x12'), '\x64' + '\145' + '\143' + '\x6f' + chr(0b1100100) + chr(9375 - 9274))(chr(117) + chr(116) + '\146' + chr(1046 - 1001) + chr(0b100110 + 0o22)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def IGZgFzueHZ_t(bI5jsQ9OkQtj, Fi3yzxctM1zW=None, TtzqJLqe_ecy=None, gwJk_IgdwKDy=nzTpIcepk0o8('\x30' + '\157' + chr(49), 0o10), Qpl3eAa4Cwyw=nzTpIcepk0o8(chr(857 - 809) + chr(0b11 + 0o154) + '\x31', 8), OPTbchsguzcY=None, fyvihjU3sbh5=nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(3075 - 2964) + '\x30', 0o10), YmVq8cSlKKaV=None):
MoYd9FCVDRX7 = IU4B1xscmTPy(bI5jsQ9OkQtj, Fi3yzxctM1zW, weights=TtzqJLqe_ecy, order=gwJk_IgdwKDy, smoothing=OPTbchsguzcY, periodic=fyvihjU3sbh5, meta_data=YmVq8cSlKKaV)
if Qpl3eAa4Cwyw:
MoYd9FCVDRX7 = MoYd9FCVDRX7.even_out()
return MoYd9FCVDRX7 |
noahbenson/neuropythy | neuropythy/util/core.py | to_curve_spline | def to_curve_spline(obj):
'''
to_curve_spline(obj) obj if obj is a curve spline and otherwise attempts to coerce obj into a
curve spline, raising an error if it cannot.
'''
if is_curve_spline(obj): return obj
elif is_tuple(obj) and len(obj) == 2: (crds,opts) = obj
else: (crds,opts) = (obj,{})
if pimms.is_matrix(crds) or is_curve_spline(crds): crds = [crds]
spls = [c for c in crds if is_curve_spline(c)]
opts = dict(opts)
if 'weights' not in opts and len(spls) == len(crds):
if all(c.weights is not None for c in crds):
opts['weights'] = np.concatenate([c.weights for c in crds])
if 'order' not in opts and len(spls) > 0:
opts['order'] = np.min([c.order for c in spls])
if 'smoothing' not in opts and len(spls) > 0:
sm = set([c.smoothing for c in spls])
if len(sm) == 1: opts['smoothing'] = list(sm)[0]
else: opts['smoothing'] = None
crds = [x.crds if is_curve_spline(crds) else np.asarray(x) for x in crds]
crds = [x if x.shape[0] == 2 else x.T for x in crds]
crds = np.hstack(crds)
return curve_spline(crds, **opts) | python | def to_curve_spline(obj):
'''
to_curve_spline(obj) obj if obj is a curve spline and otherwise attempts to coerce obj into a
curve spline, raising an error if it cannot.
'''
if is_curve_spline(obj): return obj
elif is_tuple(obj) and len(obj) == 2: (crds,opts) = obj
else: (crds,opts) = (obj,{})
if pimms.is_matrix(crds) or is_curve_spline(crds): crds = [crds]
spls = [c for c in crds if is_curve_spline(c)]
opts = dict(opts)
if 'weights' not in opts and len(spls) == len(crds):
if all(c.weights is not None for c in crds):
opts['weights'] = np.concatenate([c.weights for c in crds])
if 'order' not in opts and len(spls) > 0:
opts['order'] = np.min([c.order for c in spls])
if 'smoothing' not in opts and len(spls) > 0:
sm = set([c.smoothing for c in spls])
if len(sm) == 1: opts['smoothing'] = list(sm)[0]
else: opts['smoothing'] = None
crds = [x.crds if is_curve_spline(crds) else np.asarray(x) for x in crds]
crds = [x if x.shape[0] == 2 else x.T for x in crds]
crds = np.hstack(crds)
return curve_spline(crds, **opts) | [
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L1344-L1367 | train | Converts a single object into a curve spline. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + chr(3817 - 3706) + chr(0b110001) + chr(0b110010) + chr(0b110011), 40616 - 40608), nzTpIcepk0o8(chr(1869 - 1821) + '\x6f' + chr(0b110101) + '\x30', 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(2352 - 2303) + chr(0b1111 + 0o45) + chr(0b11000 + 0o36), ord("\x08")), nzTpIcepk0o8(chr(1847 - 1799) + chr(6386 - 6275) + chr(50) + chr(0b1101 + 0o51) + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(49) + chr(50) + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(0b101110 + 0o2) + '\157' + chr(1908 - 1859) + chr(0b110101) + '\061', 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110110) + chr(54), 41812 - 41804), nzTpIcepk0o8('\060' + chr(0b11110 + 0o121) + '\062' + chr(52) + chr(51), ord("\x08")), nzTpIcepk0o8('\060' + chr(4498 - 4387) + chr(0b110001) + chr(136 - 85) + '\x31', 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1531 - 1477) + '\066', 8), nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(111) + '\x32' + chr(1764 - 1711) + chr(1331 - 1283), 0b1000), nzTpIcepk0o8('\x30' + chr(474 - 363) + chr(51) + '\064' + chr(0b110001), 0o10), nzTpIcepk0o8('\060' + chr(7064 - 6953) + chr(2461 - 2406) + '\065', 0o10), nzTpIcepk0o8(chr(0b10101 + 0o33) + '\x6f' + '\061' + chr(1676 - 1625) + chr(0b110110), 0o10), nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(0b1001000 + 0o47) + chr(50) + '\064' + '\x33', 8), nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(0b1001110 + 0o41) + '\x32' + '\064' + '\065', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1000001 + 0o56) + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + '\x31' + chr(0b110111) + chr(1636 - 1581), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110011) + '\x37' + '\x33', 0o10), nzTpIcepk0o8(chr(245 - 197) + chr(12139 - 12028) + chr(0b100011 + 0o20) + '\x33' + '\062', 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(49) + '\064' + '\x31', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(49) + chr(0b111 + 0o57) + '\x36', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b11001 + 0o126) + '\061' + chr(2480 - 2429) + chr(0b110100), 46092 - 46084), nzTpIcepk0o8('\x30' + chr(111) + '\067', 0b1000), nzTpIcepk0o8(chr(0b11101 + 0o23) + '\x6f' + chr(0b0 + 0o61) + '\061' + '\x32', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1010111 + 0o30) + chr(50) + chr(51) + '\067', 31526 - 31518), nzTpIcepk0o8(chr(757 - 709) + chr(111) + chr(55) + '\x35', 8), nzTpIcepk0o8(chr(2251 - 2203) + chr(0b1101111) + chr(49) + '\x36' + '\066', 8), nzTpIcepk0o8(chr(0b11111 + 0o21) + '\x6f' + chr(1055 - 1004) + chr(49) + chr(1486 - 1436), 0o10), nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(0b1101111) + chr(0b110001) + chr(51) + chr(530 - 479), 0b1000), nzTpIcepk0o8(chr(48) + chr(5892 - 5781) + chr(49) + '\x30' + '\x34', 29490 - 29482), nzTpIcepk0o8(chr(866 - 818) + '\157' + chr(0b110001) + chr(0b110100) + chr(0b100100 + 0o16), 0b1000), nzTpIcepk0o8(chr(0b100 + 0o54) + chr(0b1011001 + 0o26) + '\x33' + chr(54), ord("\x08")), nzTpIcepk0o8(chr(1346 - 1298) + '\157' + '\x37' + chr(0b10101 + 0o37), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110011) + '\x30' + '\x35', 43269 - 43261), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1224 - 1171) + chr(0b110001 + 0o1), 0o10), nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(9648 - 9537) + '\x32' + '\x30' + chr(2525 - 2473), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\063' + chr(1834 - 1781) + '\x32', 9848 - 9840), nzTpIcepk0o8('\x30' + chr(111) + '\x35', 20008 - 20000), nzTpIcepk0o8(chr(2083 - 2035) + chr(0b1101110 + 0o1) + chr(0b110010) + chr(50) + '\060', ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(53) + chr(0b110000), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'}'), chr(8629 - 8529) + chr(101) + '\x63' + chr(0b1101110 + 0o1) + '\x64' + '\x65')(chr(0b1000110 + 0o57) + '\x74' + '\x66' + '\x2d' + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def bwx8J6Q1fnWQ(kIMfkyypPTcC):
if XE0hrbwOkfu6(kIMfkyypPTcC):
return kIMfkyypPTcC
elif kBeKB4Df6Zrm(kIMfkyypPTcC) and ftfygxgFas5X(kIMfkyypPTcC) == nzTpIcepk0o8(chr(1916 - 1868) + chr(0b1101111) + chr(2264 - 2214), 0o10):
(YM97YgPmSffm, M8wfvmpEewAe) = kIMfkyypPTcC
else:
(YM97YgPmSffm, M8wfvmpEewAe) = (kIMfkyypPTcC, {})
if roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b':[9\xdf4\x1dD\xca!'), chr(100) + chr(0b1100101) + '\x63' + chr(0b1100 + 0o143) + '\144' + chr(0b1100101))(chr(1437 - 1320) + chr(0b1110100) + chr(0b1100110) + chr(1438 - 1393) + chr(1256 - 1200)))(YM97YgPmSffm) or XE0hrbwOkfu6(YM97YgPmSffm):
YM97YgPmSffm = [YM97YgPmSffm]
qAd7zgWpC8cM = [teUmM7cKWZUa for teUmM7cKWZUa in YM97YgPmSffm if XE0hrbwOkfu6(teUmM7cKWZUa)]
M8wfvmpEewAe = znjnJWK64FDT(M8wfvmpEewAe)
if roI3spqORKae(ES5oEprVxulp(b'$M\x0f\xd5=\x1dE'), chr(100) + '\x65' + chr(8085 - 7986) + '\157' + chr(7571 - 7471) + '\x65')(chr(117) + chr(0b11 + 0o161) + chr(0b1100110) + chr(45) + '\x38') not in M8wfvmpEewAe and ftfygxgFas5X(qAd7zgWpC8cM) == ftfygxgFas5X(YM97YgPmSffm):
if qX60lO1lgHA5((roI3spqORKae(teUmM7cKWZUa, roI3spqORKae(ES5oEprVxulp(b'\x07\\\x1c\xc3\x1f%G\xc6\x06S\xcb\x98'), chr(100) + chr(0b1100101) + chr(0b10101 + 0o116) + chr(111) + chr(100) + '\x65')(chr(0b1110011 + 0o2) + chr(116) + chr(0b1100110) + '\055' + chr(56))) is not None for teUmM7cKWZUa in YM97YgPmSffm)):
M8wfvmpEewAe[roI3spqORKae(ES5oEprVxulp(b'$M\x0f\xd5=\x1dE'), chr(0b1100100) + '\x65' + chr(9643 - 9544) + '\157' + '\x64' + '\145')(chr(0b1011110 + 0o27) + '\164' + chr(0b110101 + 0o61) + chr(0b10010 + 0o33) + chr(1016 - 960))] = nDF4gVNx0u9Q.concatenate([teUmM7cKWZUa.TtzqJLqe_ecy for teUmM7cKWZUa in YM97YgPmSffm])
if roI3spqORKae(ES5oEprVxulp(b"<Z\x02\xd7'"), '\144' + chr(0b1100101) + chr(99) + '\x6f' + chr(0b10100 + 0o120) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(0b110000 + 0o10)) not in M8wfvmpEewAe and ftfygxgFas5X(qAd7zgWpC8cM) > nzTpIcepk0o8(chr(0b1100 + 0o44) + '\157' + '\x30', 42306 - 42298):
M8wfvmpEewAe[roI3spqORKae(ES5oEprVxulp(b"<Z\x02\xd7'"), '\144' + chr(101) + chr(99) + chr(3675 - 3564) + chr(100) + chr(0b1010100 + 0o21))(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(45) + chr(56))] = nDF4gVNx0u9Q.XURpmPuEWCNF([teUmM7cKWZUa.gwJk_IgdwKDy for teUmM7cKWZUa in qAd7zgWpC8cM])
if roI3spqORKae(ES5oEprVxulp(b' E\t\xdd!\x01_\xcd>'), '\144' + chr(101) + '\143' + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(10855 - 10738) + '\x74' + '\146' + chr(1613 - 1568) + chr(0b101001 + 0o17)) not in M8wfvmpEewAe and ftfygxgFas5X(qAd7zgWpC8cM) > nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(918 - 870), 8):
miZza6ggsjTu = Bvi71nNyvlqO([teUmM7cKWZUa.smoothing for teUmM7cKWZUa in qAd7zgWpC8cM])
if ftfygxgFas5X(miZza6ggsjTu) == nzTpIcepk0o8(chr(1186 - 1138) + chr(1447 - 1336) + chr(2293 - 2244), 8):
M8wfvmpEewAe[roI3spqORKae(ES5oEprVxulp(b' E\t\xdd!\x01_\xcd>'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(6024 - 5913) + chr(0b110100 + 0o60) + '\x65')('\x75' + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + '\070')] = H4NoA26ON7iG(miZza6ggsjTu)[nzTpIcepk0o8('\060' + '\157' + chr(546 - 498), 8)]
else:
M8wfvmpEewAe[roI3spqORKae(ES5oEprVxulp(b' E\t\xdd!\x01_\xcd>'), '\144' + chr(0b1100101) + chr(0b1110 + 0o125) + chr(12265 - 12154) + '\144' + chr(101))('\x75' + chr(0b1110100) + chr(4533 - 4431) + chr(45) + chr(2637 - 2581))] = None
YM97YgPmSffm = [bI5jsQ9OkQtj.crds if XE0hrbwOkfu6(YM97YgPmSffm) else nDF4gVNx0u9Q.asarray(bI5jsQ9OkQtj) for bI5jsQ9OkQtj in YM97YgPmSffm]
YM97YgPmSffm = [bI5jsQ9OkQtj if bI5jsQ9OkQtj.lhbM092AFW8f[nzTpIcepk0o8(chr(0b110000) + chr(10975 - 10864) + '\060', 8)] == nzTpIcepk0o8('\x30' + '\x6f' + chr(50), 8) else bI5jsQ9OkQtj.hq6XE4_Nhd6R for bI5jsQ9OkQtj in YM97YgPmSffm]
YM97YgPmSffm = nDF4gVNx0u9Q.hstack(YM97YgPmSffm)
return IGZgFzueHZ_t(YM97YgPmSffm, **M8wfvmpEewAe) |
noahbenson/neuropythy | neuropythy/util/core.py | curve_intersection | def curve_intersection(c1, c2, grid=16):
'''
curve_intersect(c1, c2) yields the parametric distances (t1, t2) such that c1(t1) == c2(t2).
The optional parameter grid may specify the number of grid-points
to use in the initial search for a start-point (default: 16).
'''
from scipy.optimize import minimize
from neuropythy.geometry import segment_intersection_2D
if c1.coordinates.shape[1] > c2.coordinates.shape[1]:
(t1,t2) = curve_intersection(c2, c1, grid=grid)
return (t2,t1)
# before doing a search, see if there are literal exact intersections of the segments
x1s = c1.coordinates.T
x2s = c2.coordinates
for (ts,te,xs,xe) in zip(c1.t[:-1], c1.t[1:], x1s[:-1], x1s[1:]):
pts = segment_intersection_2D((xs,xe), (x2s[:,:-1], x2s[:,1:]))
ii = np.where(np.isfinite(pts[0]))[0]
if len(ii) > 0:
ii = ii[0]
def f(t): return np.sum((c1(t[0]) - c2(t[1]))**2)
t01 = 0.5*(ts + te)
t02 = 0.5*(c2.t[ii] + c2.t[ii+1])
(t1,t2) = minimize(f, (t01, t02)).x
return (t1,t2)
if pimms.is_vector(grid): (ts1,ts2) = [c.t[0] + (c.t[-1] - c.t[0])*grid for c in (c1,c2)]
else: (ts1,ts2) = [np.linspace(c.t[0], c.t[-1], grid) for c in (c1,c2)]
(pts1,pts2) = [c(ts) for (c,ts) in zip([c1,c2],[ts1,ts2])]
ds = np.sqrt([np.sum((pts2.T - pp)**2, axis=1) for pp in pts1.T])
(ii,jj) = np.unravel_index(np.argmin(ds), ds.shape)
(t01,t02) = (ts1[ii], ts2[jj])
ttt = []
def f(t): return np.sum((c1(t[0]) - c2(t[1]))**2)
(t1,t2) = minimize(f, (t01, t02)).x
return (t1,t2) | python | def curve_intersection(c1, c2, grid=16):
'''
curve_intersect(c1, c2) yields the parametric distances (t1, t2) such that c1(t1) == c2(t2).
The optional parameter grid may specify the number of grid-points
to use in the initial search for a start-point (default: 16).
'''
from scipy.optimize import minimize
from neuropythy.geometry import segment_intersection_2D
if c1.coordinates.shape[1] > c2.coordinates.shape[1]:
(t1,t2) = curve_intersection(c2, c1, grid=grid)
return (t2,t1)
# before doing a search, see if there are literal exact intersections of the segments
x1s = c1.coordinates.T
x2s = c2.coordinates
for (ts,te,xs,xe) in zip(c1.t[:-1], c1.t[1:], x1s[:-1], x1s[1:]):
pts = segment_intersection_2D((xs,xe), (x2s[:,:-1], x2s[:,1:]))
ii = np.where(np.isfinite(pts[0]))[0]
if len(ii) > 0:
ii = ii[0]
def f(t): return np.sum((c1(t[0]) - c2(t[1]))**2)
t01 = 0.5*(ts + te)
t02 = 0.5*(c2.t[ii] + c2.t[ii+1])
(t1,t2) = minimize(f, (t01, t02)).x
return (t1,t2)
if pimms.is_vector(grid): (ts1,ts2) = [c.t[0] + (c.t[-1] - c.t[0])*grid for c in (c1,c2)]
else: (ts1,ts2) = [np.linspace(c.t[0], c.t[-1], grid) for c in (c1,c2)]
(pts1,pts2) = [c(ts) for (c,ts) in zip([c1,c2],[ts1,ts2])]
ds = np.sqrt([np.sum((pts2.T - pp)**2, axis=1) for pp in pts1.T])
(ii,jj) = np.unravel_index(np.argmin(ds), ds.shape)
(t01,t02) = (ts1[ii], ts2[jj])
ttt = []
def f(t): return np.sum((c1(t[0]) - c2(t[1]))**2)
(t1,t2) = minimize(f, (t01, t02)).x
return (t1,t2) | [
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"sha... | curve_intersect(c1, c2) yields the parametric distances (t1, t2) such that c1(t1) == c2(t2).
The optional parameter grid may specify the number of grid-points
to use in the initial search for a start-point (default: 16). | [
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"number",... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L1368-L1402 | train | Find the intersection of two curves. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(83 - 35) + chr(9483 - 9372) + chr(0b110001) + chr(0b110100) + chr(234 - 185), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x31' + chr(50) + '\x33', 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b110010) + chr(52), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b111011 + 0o64) + chr(0b11001 + 0o32) + chr(0b110100 + 0o1) + '\x34', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\063' + chr(0b110111) + chr(227 - 178), 0o10), nzTpIcepk0o8('\060' + chr(0b101101 + 0o102) + chr(49) + chr(1764 - 1709), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(51) + chr(0b11000 + 0o35) + '\x33', 0o10), nzTpIcepk0o8(chr(893 - 845) + '\x6f' + chr(0b100111 + 0o15) + chr(0b110111), 0o10), nzTpIcepk0o8(chr(0b1 + 0o57) + chr(0b1101111) + chr(473 - 423) + chr(0b10000 + 0o47) + chr(974 - 919), 16428 - 16420), nzTpIcepk0o8(chr(566 - 518) + chr(3363 - 3252) + '\061' + chr(0b101001 + 0o15) + chr(51), 0b1000), nzTpIcepk0o8(chr(0b100001 + 0o17) + '\157' + chr(49) + '\067' + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(544 - 493) + chr(0b110110) + chr(0b110101), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(160 - 111) + '\063' + chr(870 - 817), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(49) + '\063' + chr(0b110 + 0o56), 0b1000), nzTpIcepk0o8('\060' + chr(5602 - 5491) + chr(2031 - 1981) + '\x30' + chr(348 - 297), 29879 - 29871), nzTpIcepk0o8('\060' + '\157' + chr(0b110010) + '\x36' + '\063', 26462 - 26454), nzTpIcepk0o8('\060' + '\x6f' + chr(0b100110 + 0o13) + chr(498 - 447) + chr(0b100000 + 0o23), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(1263 - 1211) + chr(0b11010 + 0o32), 45027 - 45019), nzTpIcepk0o8(chr(1653 - 1605) + chr(6565 - 6454) + chr(468 - 419) + '\x36' + chr(0b1101 + 0o50), 0o10), nzTpIcepk0o8('\060' + chr(8246 - 8135) + chr(0b100000 + 0o22) + '\x37' + chr(620 - 566), 40859 - 40851), nzTpIcepk0o8(chr(0b110000) + chr(8956 - 8845) + chr(53) + chr(2200 - 2145), ord("\x08")), nzTpIcepk0o8(chr(1693 - 1645) + '\157' + '\062' + '\062' + chr(48), 0o10), nzTpIcepk0o8(chr(0b101 + 0o53) + '\x6f' + chr(1541 - 1492) + '\067' + '\062', ord("\x08")), nzTpIcepk0o8(chr(0b101110 + 0o2) + '\x6f' + '\x33' + chr(2386 - 2337) + chr(2035 - 1984), 5383 - 5375), nzTpIcepk0o8('\060' + chr(0b10 + 0o155) + chr(0b110001) + chr(53) + chr(0b101100 + 0o6), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b1110 + 0o44) + '\x33' + chr(976 - 921), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(0b10101 + 0o42) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(1217 - 1169) + '\x6f' + chr(0b11 + 0o56) + '\x33' + '\063', 8), nzTpIcepk0o8(chr(0b0 + 0o60) + '\157' + '\061' + chr(0b110101) + '\067', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101110 + 0o1) + chr(49) + chr(0b110110) + '\x31', 23599 - 23591), nzTpIcepk0o8(chr(48) + chr(3371 - 3260) + '\061' + chr(2477 - 2424) + chr(55), 8), nzTpIcepk0o8(chr(0b10010 + 0o36) + chr(0b1101111) + chr(1023 - 972) + '\x37' + chr(0b110100), 0o10), nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(111) + chr(1050 - 1000) + chr(0b1111 + 0o46) + chr(429 - 381), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110010) + chr(0b100101 + 0o13) + '\x30', ord("\x08")), nzTpIcepk0o8('\060' + chr(4406 - 4295) + chr(0b110011) + chr(0b101010 + 0o11) + '\x34', 8361 - 8353), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b111 + 0o52) + '\x37' + '\063', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\062' + '\061' + chr(48), 0b1000), nzTpIcepk0o8('\x30' + chr(5803 - 5692) + chr(0b11101 + 0o24) + chr(48) + chr(2338 - 2289), 0b1000), nzTpIcepk0o8(chr(774 - 726) + chr(7651 - 7540) + chr(0b110010 + 0o0) + chr(1233 - 1183) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(528 - 480) + chr(0b1101111) + chr(52) + chr(1043 - 990), 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110101) + chr(0b1011 + 0o45), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'O'), chr(0b1100100) + '\145' + '\143' + chr(111) + chr(0b1100100) + chr(101))('\165' + chr(0b1101 + 0o147) + '\146' + chr(45) + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def a5Y96YEaAKiP(MydIreUUehFz, B33NvAzgfiHM, xiP5QxYWlEkW=nzTpIcepk0o8(chr(0b101001 + 0o7) + '\x6f' + '\062' + chr(48), 12675 - 12667)):
(dFx1MZ2QqQ4s,) = (roI3spqORKae(roI3spqORKae(rFFUeiYWzOhx(roI3spqORKae(ES5oEprVxulp(b"\x120}\x9c\x80!\x84W\xcb\x1a\x13\x9c'9"), chr(0b1100100) + '\145' + '\143' + chr(0b1101111) + chr(100) + '\x65')(chr(0b1110101) + chr(116) + '\x66' + chr(315 - 270) + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\x0c:z\x85\x94f\x91B'), chr(100) + '\145' + '\143' + chr(111) + chr(0b1100100) + chr(0b1000110 + 0o37))(chr(0b1011110 + 0o27) + chr(0b1110100) + chr(0b11011 + 0o113) + chr(0b101101) + chr(0b111000))), roI3spqORKae(ES5oEprVxulp(b'\x0e#`\x85\x94f\x91B'), chr(0b1011 + 0o131) + chr(101) + '\143' + chr(0b1101100 + 0o3) + chr(6255 - 6155) + '\x65')(chr(11313 - 11196) + chr(0b1110100) + '\146' + '\055' + '\x38')), roI3spqORKae(ES5oEprVxulp(b'\x0c:z\x85\x94f\x91B'), '\144' + '\145' + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(101))(chr(0b1110101) + chr(0b1001100 + 0o50) + chr(102) + chr(45) + chr(2436 - 2380))),)
(BUrvOM60cbHP,) = (roI3spqORKae(roI3spqORKae(rFFUeiYWzOhx(roI3spqORKae(ES5oEprVxulp(b'\x0f6a\x9e\x96\x7f\x92S\xd7\nP\x9283\xee\xd6/V\x0c'), '\x64' + chr(9376 - 9275) + '\x63' + '\157' + chr(6945 - 6845) + '\145')(chr(3708 - 3591) + '\x74' + chr(102) + chr(0b101101) + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'\x126s\x81\x9ca\x9fx\xd6\x1d\n\x90//\xe6\xd0/M\x1a\xd0p\xa2>'), chr(0b1100100) + chr(0b110100 + 0o61) + '\x63' + '\157' + chr(100) + '\145')(chr(0b1110101) + chr(0b111110 + 0o66) + chr(102) + chr(1240 - 1195) + chr(0b111000))), roI3spqORKae(ES5oEprVxulp(b'\x066{\x81\x9c{\x99^'), chr(5315 - 5215) + '\x65' + '\143' + chr(0b1101111) + '\144' + chr(0b1100101))(chr(0b1110101) + '\x74' + '\x66' + chr(1338 - 1293) + '\070')), roI3spqORKae(ES5oEprVxulp(b'\x126s\x81\x9ca\x9fx\xd6\x1d\n\x90//\xe6\xd0/M\x1a\xd0p\xa2>'), chr(0b1100100) + chr(6528 - 6427) + chr(0b1010111 + 0o14) + chr(111) + chr(100) + chr(101))(chr(2308 - 2191) + chr(0b1110100) + chr(102) + '\055' + chr(56))),)
if roI3spqORKae(MydIreUUehFz.coordinates, roI3spqORKae(ES5oEprVxulp(b'\r;v\xa1\xc96\xd9f\xf9$F\x93'), chr(100) + chr(0b1001100 + 0o31) + chr(99) + '\157' + '\144' + chr(0b1010100 + 0o21))('\165' + chr(1287 - 1171) + chr(102) + chr(0b101101) + chr(0b111000)))[nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110001 + 0o0), 7110 - 7102)] > roI3spqORKae(B33NvAzgfiHM.coordinates, roI3spqORKae(ES5oEprVxulp(b'\r;v\xa1\xc96\xd9f\xf9$F\x93'), chr(0b1100100) + chr(0b1011000 + 0o15) + chr(0b1010011 + 0o20) + chr(8625 - 8514) + '\x64' + chr(0b1010111 + 0o16))(chr(117) + '\164' + chr(0b1100110) + chr(45) + '\x38'))[nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b101001 + 0o10), 8)]:
(Ro8rYvaBXnpq, JxuoNpiaD8tS) = a5Y96YEaAKiP(B33NvAzgfiHM, MydIreUUehFz, grid=xiP5QxYWlEkW)
return (JxuoNpiaD8tS, Ro8rYvaBXnpq)
Bn7PMqpVd2_5 = MydIreUUehFz.coordinates.hq6XE4_Nhd6R
f_xoJyj7eJMG = B33NvAzgfiHM.r2wzacEY8Lls
for (rkjp8Xsedgo9, RCuCqRlpf2XG, hyJ0JzFCbHEy, h0uJZRkyFMUx) in TxMFWa_Xzviv(roI3spqORKae(MydIreUUehFz, roI3spqORKae(ES5oEprVxulp(b'\t`B\x8f\xa6;\x9c_\xfa\x11\x19\x91'), '\144' + chr(0b111011 + 0o52) + '\x63' + chr(7100 - 6989) + '\x64' + chr(101))('\165' + chr(0b1110100) + '\146' + chr(0b101101) + chr(0b111 + 0o61)))[:-nzTpIcepk0o8(chr(48) + chr(0b1101011 + 0o4) + chr(0b100111 + 0o12), 8)], roI3spqORKae(MydIreUUehFz, roI3spqORKae(ES5oEprVxulp(b'\t`B\x8f\xa6;\x9c_\xfa\x11\x19\x91'), chr(100) + chr(2687 - 2586) + '\x63' + '\x6f' + chr(0b1100100) + '\145')('\x75' + chr(116) + chr(0b1011111 + 0o7) + '\055' + chr(0b1 + 0o67)))[nzTpIcepk0o8('\060' + chr(0b1101111) + '\061', 8):], Bn7PMqpVd2_5[:-nzTpIcepk0o8(chr(1223 - 1175) + chr(0b101 + 0o152) + chr(49), 8)], Bn7PMqpVd2_5[nzTpIcepk0o8('\x30' + chr(111) + chr(0b10010 + 0o37), 8):]):
PwBrBAtZ8dYu = BUrvOM60cbHP((hyJ0JzFCbHEy, h0uJZRkyFMUx), (f_xoJyj7eJMG[:, :-nzTpIcepk0o8(chr(48) + chr(10185 - 10074) + chr(1314 - 1265), 8)], f_xoJyj7eJMG[:, nzTpIcepk0o8('\x30' + chr(0b111110 + 0o61) + chr(0b110001), 8):]))
p8Ou2emaDF7Z = nDF4gVNx0u9Q.xWH4M7K6Qbd3(nDF4gVNx0u9Q.AWxpWpGwxU15(PwBrBAtZ8dYu[nzTpIcepk0o8('\x30' + chr(0b1100101 + 0o12) + chr(48), 0o10)]))[nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110000), 8)]
if ftfygxgFas5X(p8Ou2emaDF7Z) > nzTpIcepk0o8(chr(1346 - 1298) + '\157' + '\060', 8):
p8Ou2emaDF7Z = p8Ou2emaDF7Z[nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x30', 8)]
def _R8IKF5IwAfX(h3Vc_4wxEbgd):
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x0e0x\xaf\xc1K\xa7M\xfe,\x12\xa3'), '\x64' + '\x65' + '\143' + chr(2270 - 2159) + chr(0b1100100) + chr(0b1100101))(chr(4984 - 4867) + chr(116) + chr(0b1100110 + 0o0) + chr(0b11 + 0o52) + '\070'))((MydIreUUehFz(h3Vc_4wxEbgd[nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x30', 8)]) - B33NvAzgfiHM(h3Vc_4wxEbgd[nzTpIcepk0o8(chr(2051 - 2003) + chr(3136 - 3025) + chr(0b110001), 8)])) ** nzTpIcepk0o8('\060' + '\157' + chr(172 - 122), 30250 - 30242))
ype5SjGuh6il = 0.5 * (rkjp8Xsedgo9 + RCuCqRlpf2XG)
p30rcFmXHHQS = 0.5 * (B33NvAzgfiHM.h3Vc_4wxEbgd[p8Ou2emaDF7Z] + B33NvAzgfiHM.h3Vc_4wxEbgd[p8Ou2emaDF7Z + nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x31', 8)])
(Ro8rYvaBXnpq, JxuoNpiaD8tS) = dFx1MZ2QqQ4s(_R8IKF5IwAfX, (ype5SjGuh6il, p30rcFmXHHQS)).bI5jsQ9OkQtj
return (Ro8rYvaBXnpq, JxuoNpiaD8tS)
if roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\x08 K\x9a\x9cl\x9fH\xcd'), chr(7247 - 7147) + chr(101) + chr(99) + '\x6f' + chr(0b110010 + 0o62) + chr(0b110 + 0o137))(chr(117) + chr(0b1001000 + 0o54) + chr(102) + '\x2d' + '\070'))(xiP5QxYWlEkW):
(f8zzwC0Wt9Ro, dDvzjJcqOdur) = [teUmM7cKWZUa.h3Vc_4wxEbgd[nzTpIcepk0o8(chr(48) + '\157' + chr(0b100111 + 0o11), 8)] + (teUmM7cKWZUa.h3Vc_4wxEbgd[-nzTpIcepk0o8(chr(0b1 + 0o57) + '\157' + chr(49), 8)] - teUmM7cKWZUa.h3Vc_4wxEbgd[nzTpIcepk0o8(chr(0b101100 + 0o4) + '\x6f' + chr(717 - 669), 8)]) * xiP5QxYWlEkW for teUmM7cKWZUa in (MydIreUUehFz, B33NvAzgfiHM)]
else:
(f8zzwC0Wt9Ro, dDvzjJcqOdur) = [nDF4gVNx0u9Q.G2CdtdchVPQE(teUmM7cKWZUa.h3Vc_4wxEbgd[nzTpIcepk0o8('\060' + chr(2814 - 2703) + chr(1304 - 1256), 8)], teUmM7cKWZUa.h3Vc_4wxEbgd[-nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110001), 8)], xiP5QxYWlEkW) for teUmM7cKWZUa in (MydIreUUehFz, B33NvAzgfiHM)]
(kOSfDWo3qXRC, yBe5Hks_wZ11) = [teUmM7cKWZUa(rkjp8Xsedgo9) for (teUmM7cKWZUa, rkjp8Xsedgo9) in TxMFWa_Xzviv([MydIreUUehFz, B33NvAzgfiHM], [f8zzwC0Wt9Ro, dDvzjJcqOdur])]
whH1_Jq0RGiI = nDF4gVNx0u9Q.sqrt([nDF4gVNx0u9Q.oclC8DLjA_lV((yBe5Hks_wZ11.hq6XE4_Nhd6R - Thsceq2lolGt) ** nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(111) + chr(2467 - 2417), 8), axis=nzTpIcepk0o8(chr(48) + chr(4686 - 4575) + '\061', 8)) for Thsceq2lolGt in kOSfDWo3qXRC.hq6XE4_Nhd6R])
(p8Ou2emaDF7Z, LxiGDjk7lqO2) = nDF4gVNx0u9Q.unravel_index(nDF4gVNx0u9Q.argmin(whH1_Jq0RGiI), whH1_Jq0RGiI.lhbM092AFW8f)
(ype5SjGuh6il, p30rcFmXHHQS) = (f8zzwC0Wt9Ro[p8Ou2emaDF7Z], dDvzjJcqOdur[LxiGDjk7lqO2])
CtoaWnkCgyEI = []
def _R8IKF5IwAfX(h3Vc_4wxEbgd):
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x0e0x\xaf\xc1K\xa7M\xfe,\x12\xa3'), '\x64' + chr(101) + '\x63' + chr(0b110110 + 0o71) + '\x64' + chr(0b100010 + 0o103))(chr(0b101110 + 0o107) + chr(0b1110100) + chr(0b1010011 + 0o23) + '\055' + chr(0b111000)))((MydIreUUehFz(h3Vc_4wxEbgd[nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(111) + chr(0b110000), 8)]) - B33NvAzgfiHM(h3Vc_4wxEbgd[nzTpIcepk0o8(chr(2287 - 2239) + '\157' + chr(49), 8)])) ** nzTpIcepk0o8('\060' + chr(2137 - 2026) + chr(50), 8))
(Ro8rYvaBXnpq, JxuoNpiaD8tS) = dFx1MZ2QqQ4s(_R8IKF5IwAfX, (ype5SjGuh6il, p30rcFmXHHQS)).bI5jsQ9OkQtj
return (Ro8rYvaBXnpq, JxuoNpiaD8tS) |
noahbenson/neuropythy | neuropythy/util/core.py | close_curves | def close_curves(*crvs, **kw):
'''
close_curves(crv1, crv2...) yields a single curve that merges all of the given list of curves
together. The curves must be given in order, such that the i'th curve should be connected to
to the (i+1)'th curve circularly to form a perimeter.
The following optional parameters may be given:
* grid may specify the number of grid-points to use in the initial search for a start-point
(default: 16).
* order may specify the order of the resulting curve; by default (None) uses the lowest order
of all curves.
* smoothing (None) the amount to smooth the points.
* even_out (True) whether to even out the distances along the curve.
* meta_data (None) an optional map of meta-data to give the spline representation.
'''
for k in six.iterkeys(kw):
if k not in close_curves.default_options: raise ValueError('Unrecognized option: %s' % k)
kw = {k:(kw[k] if k in kw else v) for (k,v) in six.iteritems(close_curves.default_options)}
(grid, order) = (kw['grid'], kw['order'])
crvs = [(crv if is_curve_spline(crv) else to_curve_spline(crv)).even_out() for crv in crvs]
# find all intersections:
isects = [curve_intersection(u,v, grid=grid)
for (u,v) in zip(crvs, np.roll(crvs,-1))]
# subsample curves
crds = np.hstack([crv.subcurve(s1[1], s0[0]).coordinates[:,:-1]
for (crv,s0,s1) in zip(crvs, isects, np.roll(isects,1,0))])
kw['order'] = np.min([crv.order for crv in crvs]) if order is None else order
kw = {k:v for (k,v) in six.iteritems(kw)
if v is not None and k in ('order','smoothing','even_out','meta_data')}
return curve_spline(crds, periodic=True, **kw) | python | def close_curves(*crvs, **kw):
'''
close_curves(crv1, crv2...) yields a single curve that merges all of the given list of curves
together. The curves must be given in order, such that the i'th curve should be connected to
to the (i+1)'th curve circularly to form a perimeter.
The following optional parameters may be given:
* grid may specify the number of grid-points to use in the initial search for a start-point
(default: 16).
* order may specify the order of the resulting curve; by default (None) uses the lowest order
of all curves.
* smoothing (None) the amount to smooth the points.
* even_out (True) whether to even out the distances along the curve.
* meta_data (None) an optional map of meta-data to give the spline representation.
'''
for k in six.iterkeys(kw):
if k not in close_curves.default_options: raise ValueError('Unrecognized option: %s' % k)
kw = {k:(kw[k] if k in kw else v) for (k,v) in six.iteritems(close_curves.default_options)}
(grid, order) = (kw['grid'], kw['order'])
crvs = [(crv if is_curve_spline(crv) else to_curve_spline(crv)).even_out() for crv in crvs]
# find all intersections:
isects = [curve_intersection(u,v, grid=grid)
for (u,v) in zip(crvs, np.roll(crvs,-1))]
# subsample curves
crds = np.hstack([crv.subcurve(s1[1], s0[0]).coordinates[:,:-1]
for (crv,s0,s1) in zip(crvs, isects, np.roll(isects,1,0))])
kw['order'] = np.min([crv.order for crv in crvs]) if order is None else order
kw = {k:v for (k,v) in six.iteritems(kw)
if v is not None and k in ('order','smoothing','even_out','meta_data')}
return curve_spline(crds, periodic=True, **kw) | [
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to the (i+1)'th curve circularly to form a perimeter.
The following optional parameters may be given:
* grid may specify the number of grid-points to use in the initial search for a start-point
(default: 16).
* order may specify the order of the resulting curve; by default (None) uses the lowest order
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* smoothing (None) the amount to smooth the points.
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L1403-L1432 | train | Returns a single curve that merges all of the given list of curves
together. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x32' + '\x34' + '\062', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b11011 + 0o124) + chr(863 - 808) + '\063', 21288 - 21280), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(851 - 801) + chr(0b110000) + chr(1102 - 1050), 42889 - 42881), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x35' + chr(0b11011 + 0o32), 0b1000), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(0b1010011 + 0o34) + chr(0b110101) + chr(0b101010 + 0o10), 0b1000), nzTpIcepk0o8(chr(69 - 21) + chr(0b1101111) + '\x32' + chr(50) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(5758 - 5647) + chr(0b100100 + 0o15) + chr(2035 - 1980) + '\x35', ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(49) + '\061' + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + '\x31' + chr(54), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b101001 + 0o10) + chr(0b110111) + '\067', 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(0b11100 + 0o27) + '\x36' + chr(1291 - 1237), 0o10), nzTpIcepk0o8('\060' + chr(111) + '\067' + '\x31', 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110010) + chr(0b110111) + chr(54), 36100 - 36092), nzTpIcepk0o8(chr(48) + '\157' + chr(53) + chr(582 - 527), 32910 - 32902), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b100010 + 0o21) + '\x30' + '\067', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(7136 - 7025) + '\x31' + chr(0b100111 + 0o16) + chr(527 - 476), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1100100 + 0o13) + chr(49) + '\x31' + chr(1135 - 1083), 19614 - 19606), nzTpIcepk0o8(chr(0b110000) + chr(0b101001 + 0o106) + chr(53) + chr(0b1000 + 0o50), ord("\x08")), nzTpIcepk0o8('\060' + chr(11165 - 11054) + '\061' + chr(0b110110) + chr(608 - 553), 0o10), nzTpIcepk0o8('\060' + chr(2345 - 2234) + chr(50) + '\x33' + chr(0b1000 + 0o54), 0o10), nzTpIcepk0o8('\060' + chr(744 - 633) + '\062' + chr(0b110110) + chr(49), 0o10), nzTpIcepk0o8(chr(0b1011 + 0o45) + '\157' + '\063' + chr(54) + '\x33', 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001) + chr(0b110110) + chr(1332 - 1278), 0b1000), nzTpIcepk0o8('\060' + chr(3354 - 3243) + chr(51) + chr(1136 - 1083) + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(11953 - 11842) + chr(535 - 484) + '\x34', ord("\x08")), nzTpIcepk0o8(chr(0b11011 + 0o25) + chr(0b1101111) + chr(0b110011) + chr(0b110101) + chr(347 - 293), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + '\063' + chr(2374 - 2323) + chr(52), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(51) + chr(2303 - 2250) + chr(2401 - 2352), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(1511 - 1461) + '\x36' + '\067', 0o10), nzTpIcepk0o8(chr(256 - 208) + chr(3289 - 3178) + chr(50) + chr(2069 - 2014), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\x31' + '\x30' + chr(588 - 539), 29282 - 29274), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\062' + chr(48) + chr(51), ord("\x08")), nzTpIcepk0o8('\060' + chr(4991 - 4880) + '\063' + chr(661 - 610), 59357 - 59349), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(50) + chr(0b110001) + chr(0b1110 + 0o43), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110010) + chr(0b110110) + '\x32', ord("\x08")), nzTpIcepk0o8(chr(628 - 580) + '\157' + '\061' + chr(48) + chr(0b1000 + 0o57), 28325 - 28317), nzTpIcepk0o8(chr(48) + chr(4618 - 4507) + chr(0b110010) + chr(0b0 + 0o66) + '\x36', 0b1000), nzTpIcepk0o8(chr(1523 - 1475) + chr(0b1101111) + chr(0b110110) + chr(55), 42065 - 42057), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110001) + '\060' + chr(2593 - 2541), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b111110 + 0o61) + '\061' + chr(0b110111), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + '\x6f' + chr(0b11100 + 0o31) + chr(2089 - 2041), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x8c'), '\x64' + '\145' + '\143' + chr(111) + '\144' + chr(101))(chr(0b1110101) + '\x74' + '\x66' + '\x2d' + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def Y9TJL0B4aKsU(*BgOsALCoSAaz, **n_DqV9fOWrXc):
for B6UAF1zReOyJ in roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b'\xcbO\xe1_A\xf6\x04<'), chr(0b1000000 + 0o44) + chr(294 - 193) + '\143' + chr(0b1010100 + 0o33) + chr(9924 - 9824) + chr(0b100001 + 0o104))(chr(0b100 + 0o161) + chr(2819 - 2703) + '\x66' + '\x2d' + chr(0b111000)))(n_DqV9fOWrXc):
if B6UAF1zReOyJ not in roI3spqORKae(Y9TJL0B4aKsU, roI3spqORKae(ES5oEprVxulp(b'\xc6^\xe2L_\xff\t\x10a\x0f\x82P\xd1A\xb4'), chr(100) + '\x65' + '\143' + chr(111) + chr(8260 - 8160) + chr(0b110100 + 0o61))(chr(6483 - 6366) + chr(0b11110 + 0o126) + '\x66' + chr(1875 - 1830) + chr(56))):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\xf7U\xf6HI\xfc\x1a!g\x05\x93]\x9e@\xb7\x1f%G\x19\xa6\x91\xd6\x05'), chr(100) + chr(0b1100101) + chr(0b1011001 + 0o12) + '\x6f' + '\144' + '\x65')('\x75' + '\x74' + chr(8473 - 8371) + chr(0b101 + 0o50) + chr(663 - 607)) % B6UAF1zReOyJ)
n_DqV9fOWrXc = {B6UAF1zReOyJ: n_DqV9fOWrXc[B6UAF1zReOyJ] if B6UAF1zReOyJ in n_DqV9fOWrXc else r7AA1pbLjb44 for (B6UAF1zReOyJ, r7AA1pbLjb44) in YVS_F7_wWn_o.tcSkjcrLksk1(Y9TJL0B4aKsU.default_options)}
(xiP5QxYWlEkW, gwJk_IgdwKDy) = (n_DqV9fOWrXc[roI3spqORKae(ES5oEprVxulp(b'\xc5I\xedI'), chr(0b1100100) + chr(101) + '\x63' + chr(0b10001 + 0o136) + '\x64' + chr(9840 - 9739))(chr(0b1100101 + 0o20) + chr(0b1010100 + 0o40) + chr(0b1100110) + chr(0b101101) + chr(0b110011 + 0o5))], n_DqV9fOWrXc[roI3spqORKae(ES5oEprVxulp(b'\xcdI\xe0HX'), '\144' + chr(101) + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(4916 - 4815))(chr(0b110000 + 0o105) + '\x74' + chr(0b1100110) + '\x2d' + chr(0b111000))])
BgOsALCoSAaz = [(mpbb4r3HbfmK if XE0hrbwOkfu6(mpbb4r3HbfmK) else bwx8J6Q1fnWQ(mpbb4r3HbfmK)).even_out() for mpbb4r3HbfmK in BgOsALCoSAaz]
aI74yqnZw516 = [a5Y96YEaAKiP(GRbsaHW8BT5I, r7AA1pbLjb44, grid=xiP5QxYWlEkW) for (GRbsaHW8BT5I, r7AA1pbLjb44) in TxMFWa_Xzviv(BgOsALCoSAaz, nDF4gVNx0u9Q.roll(BgOsALCoSAaz, -nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(969 - 920), 0b1000)))]
YM97YgPmSffm = nDF4gVNx0u9Q.hstack([mpbb4r3HbfmK.subcurve(tZbys_8L0QgH[nzTpIcepk0o8(chr(0b0 + 0o60) + chr(111) + '\061', 8)], Qu4SvvKkKnfX[nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(48), 26110 - 26102)]).r2wzacEY8Lls[:, :-nzTpIcepk0o8(chr(0b1 + 0o57) + '\x6f' + chr(0b110001), 8)] for (mpbb4r3HbfmK, Qu4SvvKkKnfX, tZbys_8L0QgH) in TxMFWa_Xzviv(BgOsALCoSAaz, aI74yqnZw516, nDF4gVNx0u9Q.roll(aI74yqnZw516, nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(49), 8), nzTpIcepk0o8(chr(0b0 + 0o60) + chr(0b11011 + 0o124) + chr(353 - 305), 8)))])
n_DqV9fOWrXc[roI3spqORKae(ES5oEprVxulp(b'\xcdI\xe0HX'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(0b1100100 + 0o13) + chr(1813 - 1713) + chr(1425 - 1324))(chr(0b1110101) + chr(0b10110 + 0o136) + '\146' + '\x2d' + chr(0b11011 + 0o35))] = nDF4gVNx0u9Q.XURpmPuEWCNF([mpbb4r3HbfmK.gwJk_IgdwKDy for mpbb4r3HbfmK in BgOsALCoSAaz]) if gwJk_IgdwKDy is None else gwJk_IgdwKDy
n_DqV9fOWrXc = {B6UAF1zReOyJ: r7AA1pbLjb44 for (B6UAF1zReOyJ, r7AA1pbLjb44) in YVS_F7_wWn_o.tcSkjcrLksk1(n_DqV9fOWrXc) if r7AA1pbLjb44 is not None and B6UAF1zReOyJ in (roI3spqORKae(ES5oEprVxulp(b'\xcdI\xe0HX'), '\x64' + chr(0b10001 + 0o124) + '\143' + '\157' + '\x64' + '\145')('\165' + '\164' + '\x66' + chr(45) + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'\xd1V\xebB^\xfb\x14!i'), chr(6006 - 5906) + chr(101) + chr(0b1100011) + '\x6f' + '\x64' + chr(8967 - 8866))(chr(0b1110001 + 0o4) + '\164' + chr(0b1100110) + '\055' + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\xc7M\xe1Cu\xfc\x08;'), chr(100) + chr(101) + chr(5148 - 5049) + '\157' + chr(1141 - 1041) + '\145')('\165' + chr(0b1110100) + '\146' + chr(0b101101) + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\xcf^\xf0Lu\xf7\x1c;o'), '\144' + '\145' + '\x63' + chr(0b11000 + 0o127) + chr(100) + chr(0b1100101))(chr(4317 - 4200) + chr(0b1110100) + chr(5996 - 5894) + '\055' + chr(56)))}
return IGZgFzueHZ_t(YM97YgPmSffm, periodic=nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001), 8), **n_DqV9fOWrXc) |
noahbenson/neuropythy | neuropythy/util/core.py | data_struct | def data_struct(*args, **kw):
'''
data_struct(args...) collapses all arguments (which must be maps) and keyword arguments
right-to-left into a single mapping and uses this mapping to create a DataStruct object.
'''
m = pimms.merge(*args, **kw)
return DataStruct(**m) | python | def data_struct(*args, **kw):
'''
data_struct(args...) collapses all arguments (which must be maps) and keyword arguments
right-to-left into a single mapping and uses this mapping to create a DataStruct object.
'''
m = pimms.merge(*args, **kw)
return DataStruct(**m) | [
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"c... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L1443-L1449 | train | Returns a new DataStruct object that can be used to create a new mapping. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(3537 - 3426) + '\066' + '\x34', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1100111 + 0o10) + chr(49) + chr(0b110001) + '\x33', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(10915 - 10804) + chr(0b11 + 0o60) + chr(53) + chr(0b110111), 51787 - 51779), nzTpIcepk0o8(chr(0b1000 + 0o50) + '\157' + chr(0b1101 + 0o45) + chr(0b110000 + 0o4) + chr(53), ord("\x08")), nzTpIcepk0o8(chr(0b11100 + 0o24) + chr(7159 - 7048) + chr(0b101100 + 0o7) + '\x32' + '\x37', ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001) + '\x35' + chr(0b1111 + 0o47), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + '\061' + '\x32' + chr(1804 - 1750), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1011100 + 0o23) + chr(50) + chr(1138 - 1089) + chr(0b110001), 0o10), nzTpIcepk0o8(chr(48) + '\157' + '\x31' + chr(0b111 + 0o54) + '\066', 49304 - 49296), nzTpIcepk0o8('\060' + '\157' + chr(0b101110 + 0o3) + chr(52) + chr(54), 40002 - 39994), nzTpIcepk0o8('\060' + chr(1041 - 930) + '\062' + '\067' + '\x33', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101001 + 0o6) + chr(50) + chr(54) + '\067', 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + '\x35' + chr(0b10 + 0o63), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110010) + chr(0b110111) + chr(0b110000), 0o10), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(111) + chr(0b11010 + 0o30) + '\x32' + chr(0b110100), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1010001 + 0o36) + chr(0b110001 + 0o0) + '\067' + chr(0b110101), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(8994 - 8883) + '\x31' + chr(52) + '\064', ord("\x08")), nzTpIcepk0o8(chr(661 - 613) + chr(0b11011 + 0o124) + chr(1271 - 1221) + chr(51) + '\065', 11427 - 11419), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110011 + 0o0) + chr(0b110100) + chr(0b10001 + 0o46), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\067' + '\x31', 0o10), nzTpIcepk0o8('\x30' + chr(0b10000 + 0o137) + chr(0b11010 + 0o33) + chr(0b110010), 40991 - 40983), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(49) + chr(2519 - 2465) + '\067', 10963 - 10955), nzTpIcepk0o8('\x30' + chr(2884 - 2773) + chr(0b110010) + '\060' + chr(0b10011 + 0o37), 63240 - 63232), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b1001 + 0o54) + '\x30', 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110001 + 0o0) + '\065' + chr(539 - 488), 11039 - 11031), nzTpIcepk0o8(chr(1193 - 1145) + chr(0b1101111) + '\063' + '\062' + chr(0b110010), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(2772 - 2717) + chr(0b110010), 61355 - 61347), nzTpIcepk0o8(chr(48) + chr(1503 - 1392) + chr(759 - 709) + chr(0b110010) + chr(50), ord("\x08")), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(0b1100 + 0o143) + '\063' + chr(52), 0o10), nzTpIcepk0o8(chr(0b10011 + 0o35) + '\x6f' + chr(2802 - 2749) + '\060', 8), nzTpIcepk0o8(chr(159 - 111) + '\x6f' + chr(1424 - 1372) + '\x30', ord("\x08")), nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(6571 - 6460) + chr(0b110010) + '\065' + chr(0b110100), 0b1000), nzTpIcepk0o8('\060' + '\157' + '\062' + chr(0b110001) + chr(53), ord("\x08")), nzTpIcepk0o8(chr(1871 - 1823) + chr(0b1101111) + chr(0b110010) + '\067' + chr(55), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1696 - 1646) + '\067' + '\x35', 0o10), nzTpIcepk0o8('\060' + chr(111) + '\x32' + chr(2284 - 2236) + chr(54), ord("\x08")), nzTpIcepk0o8(chr(95 - 47) + chr(111) + chr(55) + chr(0b110 + 0o52), ord("\x08")), nzTpIcepk0o8('\x30' + chr(12170 - 12059) + chr(0b110001) + chr(52) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(4179 - 4068) + '\x31' + '\x36' + '\x36', 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110010) + chr(54) + chr(1721 - 1672), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(919 - 871) + chr(5273 - 5162) + '\x35' + chr(0b110000), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x1a'), chr(0b1100100) + chr(7031 - 6930) + chr(9580 - 9481) + chr(10990 - 10879) + '\x64' + chr(8809 - 8708))('\x75' + chr(116) + chr(0b100010 + 0o104) + '\x2d' + chr(1410 - 1354)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def GBOCdjuMz_kZ(*eemPYp2vtTSr, **n_DqV9fOWrXc):
tF75nqoNENFL = zAgo8354IlJ7.merge(*eemPYp2vtTSr, **n_DqV9fOWrXc)
return EprV5SfEuIQN(**tF75nqoNENFL) |
noahbenson/neuropythy | neuropythy/util/core.py | tmpdir | def tmpdir(prefix='npythy_tempdir_', delete=True):
'''
tmpdir() creates a temporary directory and yields its path. At python exit, the directory and
all of its contents are recursively deleted (so long as the the normal python exit process is
allowed to call the atexit handlers).
tmpdir(prefix) uses the given prefix in the tempfile.mkdtemp() call.
The option delete may be set to False to specify that the tempdir should not be deleted on exit.
'''
path = tempfile.mkdtemp(prefix=prefix)
if not os.path.isdir(path): raise ValueError('Could not find or create temp directory')
if delete: atexit.register(shutil.rmtree, path)
return path | python | def tmpdir(prefix='npythy_tempdir_', delete=True):
'''
tmpdir() creates a temporary directory and yields its path. At python exit, the directory and
all of its contents are recursively deleted (so long as the the normal python exit process is
allowed to call the atexit handlers).
tmpdir(prefix) uses the given prefix in the tempfile.mkdtemp() call.
The option delete may be set to False to specify that the tempdir should not be deleted on exit.
'''
path = tempfile.mkdtemp(prefix=prefix)
if not os.path.isdir(path): raise ValueError('Could not find or create temp directory')
if delete: atexit.register(shutil.rmtree, path)
return path | [
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allowed to call the atexit handlers).
tmpdir(prefix) uses the given prefix in the tempfile.mkdtemp() call.
The option delete may be set to False to specify that the tempdir should not be deleted on exit. | [
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"norma... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L1451-L1463 | train | Creates a temporary directory and yields its path. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(111) + '\065' + chr(53), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b110010 + 0o5) + chr(0b110000 + 0o3), 0b1000), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(0b111000 + 0o67) + chr(0b110001) + chr(50) + chr(0b101010 + 0o10), 0o10), nzTpIcepk0o8('\060' + chr(3546 - 3435) + '\x33' + chr(48), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(519 - 468) + '\x30' + chr(0b100011 + 0o20), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001) + chr(318 - 267) + chr(0b110 + 0o52), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(9270 - 9159) + '\062' + chr(49) + '\065', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1100000 + 0o17) + chr(0b110010) + '\062' + chr(0b100101 + 0o20), 42809 - 42801), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(0b1101111) + chr(1598 - 1549) + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(0b1101111) + chr(0b100010 + 0o21) + chr(0b110001), 0b1000), nzTpIcepk0o8('\060' + chr(0b111 + 0o150) + chr(407 - 356) + chr(54) + '\066', 20824 - 20816), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(667 - 618) + chr(0b110000) + '\x34', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(49) + chr(1719 - 1669), 33511 - 33503), nzTpIcepk0o8('\060' + chr(2098 - 1987) + '\x32' + chr(0b100110 + 0o16), ord("\x08")), nzTpIcepk0o8('\x30' + chr(10730 - 10619) + '\061' + '\x33' + chr(0b1100 + 0o44), 8), nzTpIcepk0o8(chr(554 - 506) + '\157' + chr(0b110001 + 0o2) + chr(0b1000 + 0o51) + '\x36', 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110100) + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(913 - 802) + '\064' + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(0b1000 + 0o50) + chr(4392 - 4281) + chr(0b110001) + chr(50) + chr(48), ord("\x08")), nzTpIcepk0o8(chr(0b11100 + 0o24) + chr(0b1101111) + chr(0b0 + 0o63) + '\067', 0b1000), nzTpIcepk0o8('\060' + chr(0b1001001 + 0o46) + chr(0b11011 + 0o30) + chr(1198 - 1145) + chr(0b110001 + 0o3), 5428 - 5420), nzTpIcepk0o8(chr(1488 - 1440) + chr(0b100011 + 0o114) + chr(0b100011 + 0o16) + chr(53), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(49) + chr(0b110011 + 0o4) + '\x36', 0b1000), nzTpIcepk0o8(chr(520 - 472) + '\157' + '\061' + chr(0b110 + 0o54) + chr(0b110100), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101110 + 0o1) + '\x36' + chr(0b101010 + 0o15), 0b1000), nzTpIcepk0o8(chr(1076 - 1028) + '\157' + chr(1174 - 1123) + chr(1137 - 1088) + chr(53), 0o10), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(0b1100001 + 0o16) + chr(0b110011) + '\x31' + chr(0b1010 + 0o50), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(9450 - 9339) + chr(2145 - 2094) + chr(49) + chr(52), 0o10), nzTpIcepk0o8('\060' + '\x6f' + '\x31' + chr(0b111 + 0o57) + chr(0b111 + 0o52), ord("\x08")), nzTpIcepk0o8(chr(1009 - 961) + chr(0b1101111) + chr(1189 - 1138) + chr(0b110110) + '\064', 0b1000), nzTpIcepk0o8('\x30' + chr(5228 - 5117) + chr(49) + chr(0b110110) + chr(52), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x32' + '\x36' + chr(0b101111 + 0o10), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(50) + chr(0b10 + 0o63) + '\061', 0o10), nzTpIcepk0o8(chr(0b101 + 0o53) + '\157' + '\062' + chr(0b110011), 23376 - 23368), nzTpIcepk0o8(chr(1899 - 1851) + '\x6f' + chr(51) + '\x32' + chr(0b110010), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(0b101101 + 0o5) + chr(480 - 426) + chr(0b110010), 0o10), nzTpIcepk0o8(chr(155 - 107) + '\157' + chr(51), 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(0b100011 + 0o20) + '\062' + chr(0b10000 + 0o43), 0o10), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(8298 - 8187) + chr(2223 - 2174) + chr(49) + chr(1964 - 1909), 0b1000), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(111) + chr(1028 - 976) + '\x37', 5198 - 5190)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(0b1101111 + 0o0) + chr(0b110100 + 0o1) + chr(0b1101 + 0o43), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x03'), chr(0b1000001 + 0o43) + chr(1328 - 1227) + '\x63' + chr(0b111001 + 0o66) + chr(0b1010010 + 0o22) + chr(101 - 0))('\x75' + chr(116) + '\x66' + chr(0b11010 + 0o23) + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def fIL2oZNHB0Ly(ZJwZgaHE72Po=roI3spqORKae(ES5oEprVxulp(b'CK+l\xab!\xd2\xe1mt\x86 cf\x07'), '\144' + '\x65' + chr(99) + '\157' + chr(100) + chr(0b1001111 + 0o26))('\x75' + chr(0b101001 + 0o113) + '\146' + chr(285 - 240) + chr(56)), gNQxGQmbJXBt=nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b11110 + 0o23), ord("\x08"))):
_pSYqrosNb95 = VfV2QW3Td2UZ.mkdtemp(prefix=ZJwZgaHE72Po)
if not roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'uS\x02)\x99,\xcf\xaciH\x8c\x06'), chr(0b1100100) + chr(0b1100101) + chr(0b1100 + 0o127) + chr(0b1010110 + 0o31) + '\x64' + chr(101))(chr(0b1000101 + 0o60) + chr(0b1110100) + chr(0b101000 + 0o76) + chr(0b101101) + chr(0b111000)))(_pSYqrosNb95):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b"nT't\xa7x\xe3\xfa|9\x90-dpx\xa1P\x043m\x89l\n1\x17\xb9\xaf\xa1\x01\xd4\x10\xde\xdbv\xb1\xc6l\xa16"), chr(0b1100100) + '\145' + '\x63' + chr(111) + '\144' + chr(0b1100101))(chr(0b1110101) + chr(10419 - 10303) + chr(0b1100110) + chr(492 - 447) + chr(0b111000)))
if gNQxGQmbJXBt:
roI3spqORKae(fHU0TT4mmrR6, roI3spqORKae(ES5oEprVxulp(b'TX\x1fL\xf14\xfd\xcf>[\x86\x15'), '\144' + chr(0b1001001 + 0o34) + '\143' + chr(111) + '\x64' + chr(0b101110 + 0o67))(chr(0b1110101) + '\164' + '\x66' + '\x2d' + '\x38'))(roI3spqORKae(zcgTfC_NSHAo, roI3spqORKae(ES5oEprVxulp(b'_V&j\xa6='), '\x64' + chr(0b1100101) + '\143' + chr(0b1101111) + chr(8336 - 8236) + '\145')('\165' + '\164' + chr(0b1011011 + 0o13) + '\055' + chr(0b11100 + 0o34))), _pSYqrosNb95)
return _pSYqrosNb95 |
noahbenson/neuropythy | neuropythy/util/core.py | dirpath_to_list | def dirpath_to_list(p):
'''
dirpath_to_list(path) yields a list of directories contained in the given path specification.
A path may be either a single directory name (==> [path]), a :-separated list of directories
(==> path.split(':')), a list of directory names (==> path), or None (==> []). Note that the
return value filters out parts of the path that are not directories.
'''
if p is None: p = []
elif pimms.is_str(p): p = p.split(':')
if len(p) > 0 and not pimms.is_vector(p, str):
raise ValueError('Path is not equivalent to a list of dirs')
return [pp for pp in p if os.path.isdir(pp)] | python | def dirpath_to_list(p):
'''
dirpath_to_list(path) yields a list of directories contained in the given path specification.
A path may be either a single directory name (==> [path]), a :-separated list of directories
(==> path.split(':')), a list of directory names (==> path), or None (==> []). Note that the
return value filters out parts of the path that are not directories.
'''
if p is None: p = []
elif pimms.is_str(p): p = p.split(':')
if len(p) > 0 and not pimms.is_vector(p, str):
raise ValueError('Path is not equivalent to a list of dirs')
return [pp for pp in p if os.path.isdir(pp)] | [
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(==> path.split(':')), a list of directory names (==> path), or None (==> []). Note that the
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/core.py#L1465-L1477 | train | Returns a list of directories contained in the given path specification. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b10100 + 0o34) + chr(0b1101111) + chr(1262 - 1210) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b101001 + 0o11) + chr(1395 - 1342) + chr(0b101111 + 0o10), 0b1000), nzTpIcepk0o8(chr(48) + chr(886 - 775) + chr(49) + chr(863 - 813) + chr(312 - 261), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(50) + chr(0b110100) + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(50) + chr(52), 0b1000), nzTpIcepk0o8(chr(0b1000 + 0o50) + chr(111) + chr(431 - 382) + '\x36', 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(0b11110 + 0o25) + chr(92 - 40) + chr(0b101101 + 0o3), 0o10), nzTpIcepk0o8(chr(1945 - 1897) + chr(2920 - 2809) + '\062' + chr(54) + chr(55), 49366 - 49358), nzTpIcepk0o8('\060' + chr(111) + chr(0b100100 + 0o22) + chr(0b110100), 60242 - 60234), nzTpIcepk0o8('\060' + '\x6f' + '\x33' + '\x35' + '\065', 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(0b110001) + '\x31' + chr(54), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b11101 + 0o24) + chr(0b110001) + chr(55), 0o10), nzTpIcepk0o8(chr(48) + '\157' + '\061' + '\x32', 0b1000), nzTpIcepk0o8('\x30' + chr(7974 - 7863) + chr(0b10011 + 0o37) + chr(0b1000 + 0o50), ord("\x08")), nzTpIcepk0o8(chr(0b100010 + 0o16) + '\157' + chr(0b10110 + 0o34) + '\x32' + '\x34', 2693 - 2685), nzTpIcepk0o8(chr(0b110000) + chr(0b1001010 + 0o45) + '\x32' + chr(51) + chr(49), 2897 - 2889), nzTpIcepk0o8(chr(1980 - 1932) + '\157' + chr(0b110011) + chr(0b1000 + 0o57) + '\x31', 13647 - 13639), nzTpIcepk0o8('\x30' + chr(948 - 837) + chr(1414 - 1365) + chr(0b110000) + '\067', 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(246 - 197) + '\x33' + chr(957 - 908), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b11010 + 0o30) + chr(0b110011) + '\066', 0o10), nzTpIcepk0o8('\x30' + '\x6f' + '\062' + chr(2103 - 2049) + chr(0b110111), 8), nzTpIcepk0o8(chr(0b110000) + '\157' + '\062' + chr(50) + '\066', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b1101 + 0o50) + chr(0b110111), 0o10), nzTpIcepk0o8('\060' + '\x6f' + '\062' + '\x36' + chr(0b110000), 0o10), nzTpIcepk0o8(chr(0b1000 + 0o50) + '\x6f' + chr(404 - 355) + chr(0b110101), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b111 + 0o150) + '\062' + chr(0b10011 + 0o43) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(747 - 699) + chr(5402 - 5291) + '\x33', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(783 - 733) + chr(51) + '\x37', 1651 - 1643), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(49) + '\x33' + '\x36', 63974 - 63966), nzTpIcepk0o8('\x30' + chr(0b1101010 + 0o5) + '\x33' + chr(0b1001 + 0o50) + chr(0b101111 + 0o5), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b100011 + 0o114) + chr(0b110101), 30880 - 30872), nzTpIcepk0o8('\x30' + chr(111) + '\061' + chr(2419 - 2368) + chr(0b1101 + 0o46), 12371 - 12363), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(54) + chr(52), 8), nzTpIcepk0o8(chr(48) + chr(0b1101001 + 0o6) + chr(0b11001 + 0o31) + chr(0b0 + 0o62) + '\x32', 0o10), nzTpIcepk0o8(chr(877 - 829) + chr(0b1101111) + chr(0b110011) + chr(53) + '\066', ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\062' + chr(0b110110) + chr(50), 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\061' + chr(50) + '\067', 0o10), nzTpIcepk0o8('\060' + '\157' + chr(0b110010) + '\x34' + '\x36', 0b1000), nzTpIcepk0o8(chr(1492 - 1444) + chr(111) + '\x33' + chr(50) + chr(0b110100), 9732 - 9724), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b110010 + 0o5) + '\065', 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(11054 - 10943) + '\065' + '\060', 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\r'), chr(100) + '\x65' + '\143' + chr(0b1101111) + chr(0b1000011 + 0o41) + chr(0b1100101))('\x75' + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(1971 - 1915)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def LEtZNPDimz62(fSdw5wwLo9MO):
if fSdw5wwLo9MO is None:
fSdw5wwLo9MO = []
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'J\xdc\x0c\xd3`|'), chr(100) + chr(8864 - 8763) + '\143' + '\157' + chr(0b1100100) + chr(101))(chr(0b1101 + 0o150) + chr(0b1110100) + chr(0b11101 + 0o111) + chr(0b101101) + '\x38'))(fSdw5wwLo9MO):
fSdw5wwLo9MO = fSdw5wwLo9MO.LfRrQOxuDvnC(roI3spqORKae(ES5oEprVxulp(b'\x19'), chr(6997 - 6897) + chr(101) + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(5818 - 5717))(chr(0b1110101) + '\x74' + chr(102) + chr(1374 - 1329) + chr(56)))
if ftfygxgFas5X(fSdw5wwLo9MO) > nzTpIcepk0o8(chr(0b11011 + 0o25) + chr(111) + chr(0b110000), ord("\x08")) and (not roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'J\xdc\x0c\xd6qm\x94\xd8F'), chr(5330 - 5230) + chr(101) + chr(0b1000 + 0o133) + '\157' + chr(6587 - 6487) + chr(101))(chr(5449 - 5332) + chr(10084 - 9968) + chr(0b1100110) + chr(0b101101) + chr(415 - 359)))(fSdw5wwLo9MO, N9zlRy29S1SS)):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b"s\xce'\xc84g\x93\x97Z\x82:ooa\xe1\xf0\x8f&5\xfb\xd9\xe2O\xc4b\x93b\xbf2\xa5v/\x14\xfd\x88\x923\xcf\xa6\x8e"), '\x64' + chr(0b101111 + 0o66) + chr(0b1100000 + 0o3) + chr(10943 - 10832) + '\144' + chr(101))(chr(0b1011 + 0o152) + '\164' + chr(0b101011 + 0o73) + chr(0b10101 + 0o30) + '\070'))
return [Thsceq2lolGt for Thsceq2lolGt in fSdw5wwLo9MO if roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'{\xc7\x03\x91Nz\xa2\x8eU\xbc4\r'), chr(7421 - 7321) + chr(0b1100101) + '\x63' + '\x6f' + chr(100) + '\145')('\165' + '\164' + chr(102) + chr(150 - 105) + '\070'))(Thsceq2lolGt)] |
noahbenson/neuropythy | neuropythy/optimize/core.py | finto | def finto(x, ii, n, null=0):
'''
finto(x,ii,n) yields a vector u of length n such that u[ii] = x.
Notes:
* The ii index may be a tuple (as can be passed to numpy arrays' getitem method) in order to
specify that the specific elements of a multidimensional output be set. In this case, the
argument n should be a tuple of sizes (a single integer is taken to be a square/cube/etc).
* x may be a sparse-array, but in it will be reified by this function.
The following optional arguments are allowed:
* null (defaut: 0) specifies the value that should appear in the elements of u that are not
set.
'''
x = x.toarray() if sps.issparse(x) else np.asarray(x)
shx = x.shape
if isinstance(ii, tuple):
if not pimms.is_vector(n): n = tuple([n for _ in ii])
if len(n) != len(ii): raise ValueError('%d-dim index but %d-dim output' % (len(ii),len(n)))
sh = n + shx[1:]
elif pimms.is_int(ii): sh = (n,) + shx
else: sh = (n,) + shx[1:]
u = np.zeros(sh, dtype=x.dtype) if null == 0 else np.full(sh, null, dtype=x.dtype)
u[ii] = x
return u | python | def finto(x, ii, n, null=0):
'''
finto(x,ii,n) yields a vector u of length n such that u[ii] = x.
Notes:
* The ii index may be a tuple (as can be passed to numpy arrays' getitem method) in order to
specify that the specific elements of a multidimensional output be set. In this case, the
argument n should be a tuple of sizes (a single integer is taken to be a square/cube/etc).
* x may be a sparse-array, but in it will be reified by this function.
The following optional arguments are allowed:
* null (defaut: 0) specifies the value that should appear in the elements of u that are not
set.
'''
x = x.toarray() if sps.issparse(x) else np.asarray(x)
shx = x.shape
if isinstance(ii, tuple):
if not pimms.is_vector(n): n = tuple([n for _ in ii])
if len(n) != len(ii): raise ValueError('%d-dim index but %d-dim output' % (len(ii),len(n)))
sh = n + shx[1:]
elif pimms.is_int(ii): sh = (n,) + shx
else: sh = (n,) + shx[1:]
u = np.zeros(sh, dtype=x.dtype) if null == 0 else np.full(sh, null, dtype=x.dtype)
u[ii] = x
return u | [
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* The ii index may be a tuple (as can be passed to numpy arrays' getitem method) in order to
specify that the specific elements of a multidimensional output be set. In this case, the
argument n should be a tuple of sizes (a single integer is taken to be a square/cube/etc).
* x may be a sparse-array, but in it will be reified by this function.
The following optional arguments are allowed:
* null (defaut: 0) specifies the value that should appear in the elements of u that are not
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/optimize/core.py#L43-L67 | train | f into x ii n yields a vector u of length n such that u [ ii ] = x. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\063' + chr(2789 - 2735) + chr(0b110110), 0o10), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(111) + chr(51) + '\064' + chr(52), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110011) + '\x35' + chr(0b110000), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(203 - 154) + '\x31' + '\x34', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b11 + 0o154) + chr(0b101 + 0o54) + chr(52) + chr(53), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b11101 + 0o26) + '\062' + chr(0b110000), ord("\x08")), nzTpIcepk0o8(chr(0b10111 + 0o31) + chr(0b1101111) + '\062' + chr(644 - 596) + '\x36', 0o10), nzTpIcepk0o8(chr(1461 - 1413) + '\x6f' + '\x31' + '\x34' + chr(51), 61363 - 61355), nzTpIcepk0o8(chr(0b110000) + chr(11910 - 11799) + chr(0b1111 + 0o42) + chr(1348 - 1300) + '\062', 0o10), nzTpIcepk0o8(chr(0b10111 + 0o31) + chr(0b1010001 + 0o36) + '\063' + '\x37' + chr(0b101011 + 0o10), ord("\x08")), nzTpIcepk0o8(chr(0b10101 + 0o33) + '\157' + '\061' + chr(0b11101 + 0o23) + chr(0b110001), 0o10), nzTpIcepk0o8('\x30' + chr(5828 - 5717) + chr(0b110001 + 0o2) + chr(0b110011) + chr(0b101 + 0o60), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b10110 + 0o33) + chr(0b110110) + chr(0b110100), 62048 - 62040), nzTpIcepk0o8('\060' + '\x6f' + '\x31' + chr(0b101101 + 0o4) + chr(52), 8), nzTpIcepk0o8('\x30' + '\157' + '\063' + chr(0b101111 + 0o3) + chr(49), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110101 + 0o2) + '\065', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110010) + '\x31' + chr(52), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(1756 - 1707) + '\x34' + chr(0b1010 + 0o47), ord("\x08")), nzTpIcepk0o8(chr(1912 - 1864) + '\x6f' + chr(0b110011) + chr(0b110011) + '\x36', 0b1000), nzTpIcepk0o8(chr(380 - 332) + chr(0b11111 + 0o120) + chr(0b110100) + chr(2179 - 2127), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(968 - 917) + chr(0b10110 + 0o40), 0o10), nzTpIcepk0o8(chr(0b101000 + 0o10) + '\x6f' + chr(858 - 808) + chr(0b110100) + chr(2067 - 2019), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(10949 - 10838) + '\065' + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(111) + chr(51) + chr(53) + '\064', 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110001) + chr(52) + chr(54), 56438 - 56430), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x32' + chr(52) + chr(0b110011), 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(0b110011) + chr(0b11111 + 0o25) + chr(1663 - 1612), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(1956 - 1907) + chr(0b110011) + chr(0b101010 + 0o6), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b101010 + 0o13) + '\060', 8), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(51) + '\x34' + '\066', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x31' + '\x35' + chr(0b110101), 0b1000), nzTpIcepk0o8('\060' + chr(111) + '\x32' + chr(48) + '\063', 47228 - 47220), nzTpIcepk0o8('\x30' + chr(0b1010100 + 0o33) + chr(0b110011) + chr(0b110000) + chr(49), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(9356 - 9245) + '\061' + '\063' + chr(0b110110), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b1010 + 0o50) + chr(53) + chr(2531 - 2480), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + '\063' + chr(0b110110), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(50) + chr(0b10010 + 0o45) + chr(0b1000 + 0o51), 9237 - 9229), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110011) + '\x37' + chr(55), ord("\x08")), nzTpIcepk0o8('\x30' + chr(2273 - 2162) + chr(0b110011) + '\060' + '\062', 0b1000), nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(0b111010 + 0o65) + '\063' + '\060' + chr(54), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(0b1010101 + 0o32) + chr(134 - 81) + chr(48), 6213 - 6205)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xd8'), chr(6321 - 6221) + chr(0b1000100 + 0o41) + chr(0b1001110 + 0o25) + '\157' + chr(8411 - 8311) + '\145')('\x75' + chr(0b1110100) + chr(0b0 + 0o146) + '\x2d' + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def r5s6q0aPUHUU(bI5jsQ9OkQtj, p8Ou2emaDF7Z, NoZxuO7wjArS, S80ixeP3rRkl=nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(0b1001111 + 0o40) + '\060', 0o10)):
bI5jsQ9OkQtj = bI5jsQ9OkQtj.toarray() if KMn4iTJEAO1P.issparse(bI5jsQ9OkQtj) else nDF4gVNx0u9Q.asarray(bI5jsQ9OkQtj)
x3LugO9JOFQN = bI5jsQ9OkQtj.lhbM092AFW8f
if suIjIS24Zkqw(p8Ou2emaDF7Z, nfNqtJL5aRaY):
if not roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\x9f\x97\xb7:\x00\xb3\xf2\x0c0'), chr(8116 - 8016) + chr(3834 - 3733) + chr(0b1100011) + '\157' + chr(3611 - 3511) + chr(101))(chr(117) + '\x74' + chr(2877 - 2775) + chr(0b11101 + 0o20) + '\070'))(NoZxuO7wjArS):
NoZxuO7wjArS = nfNqtJL5aRaY([NoZxuO7wjArS for zIqcgNgQ9U6F in p8Ou2emaDF7Z])
if ftfygxgFas5X(NoZxuO7wjArS) != ftfygxgFas5X(p8Ou2emaDF7Z):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\xd3\x80\xc5(\x0c\xbd\xa6\n,\x9f$\xa5T.\xa4I\xacD\xba\tz\xc9G\xcc\t\xd6\x97(\x9d\x92'), '\144' + chr(0b1100101) + chr(0b1001100 + 0o27) + '\157' + chr(100) + chr(101))(chr(0b1110101) + '\164' + chr(7385 - 7283) + chr(0b1110 + 0o37) + '\x38') % (ftfygxgFas5X(p8Ou2emaDF7Z), ftfygxgFas5X(NoZxuO7wjArS)))
s85aS56Nw7Iz = NoZxuO7wjArS + x3LugO9JOFQN[nzTpIcepk0o8(chr(48) + chr(0b111 + 0o150) + chr(49), ord("\x08")):]
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\x9f\x97\xb7%\x0b\xa4'), '\x64' + chr(0b1011101 + 0o10) + chr(0b1001110 + 0o25) + chr(0b1001010 + 0o45) + chr(100) + chr(0b1100101))(chr(117) + '\x74' + chr(102) + chr(0b101101) + chr(1537 - 1481)))(p8Ou2emaDF7Z):
s85aS56Nw7Iz = (NoZxuO7wjArS,) + x3LugO9JOFQN
else:
s85aS56Nw7Iz = (NoZxuO7wjArS,) + x3LugO9JOFQN[nzTpIcepk0o8('\060' + chr(0b1101111) + chr(49), 8):]
GRbsaHW8BT5I = nDF4gVNx0u9Q.UmwwEp7MzR6q(s85aS56Nw7Iz, dtype=bI5jsQ9OkQtj.RcX9bbuOzh5L) if S80ixeP3rRkl == nzTpIcepk0o8(chr(701 - 653) + '\x6f' + chr(0b100000 + 0o20), 8) else nDF4gVNx0u9Q.FQnMqH8X9LID(s85aS56Nw7Iz, S80ixeP3rRkl, dtype=bI5jsQ9OkQtj.RcX9bbuOzh5L)
GRbsaHW8BT5I[p8Ou2emaDF7Z] = bI5jsQ9OkQtj
return GRbsaHW8BT5I |
noahbenson/neuropythy | neuropythy/optimize/core.py | const_potential | def const_potential(f):
'''
const_potential(f) yields f if f is a constant potential function; if f is a constant, yields
a potential function that always yields f; otherwise raises an error.
'''
if is_const_potential(f): return f
elif pimms.is_array(f, 'number'): return PotentialConstant(f)
else: raise ValueError('Could not convert given value to potential constant: %s' % f) | python | def const_potential(f):
'''
const_potential(f) yields f if f is a constant potential function; if f is a constant, yields
a potential function that always yields f; otherwise raises an error.
'''
if is_const_potential(f): return f
elif pimms.is_array(f, 'number'): return PotentialConstant(f)
else: raise ValueError('Could not convert given value to potential constant: %s' % f) | [
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/optimize/core.py#L274-L281 | train | Returns a potential constant for the given value. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(0b1010111 + 0o30) + chr(49) + chr(1638 - 1587) + chr(50), 0b1000), nzTpIcepk0o8('\x30' + chr(5614 - 5503) + chr(49) + chr(53) + chr(0b110101), 19781 - 19773), nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(5509 - 5398) + chr(0b100000 + 0o26) + chr(0b101010 + 0o11), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001) + '\x32' + chr(542 - 494), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101101 + 0o2) + '\061' + '\x32' + '\064', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(2058 - 2007) + '\062' + '\x30', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1011100 + 0o23) + '\x32' + '\064' + chr(0b110101), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b110001) + chr(1500 - 1449) + chr(51), 0b1000), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(2269 - 2158) + '\063' + chr(0b110000) + chr(0b101010 + 0o15), 56429 - 56421), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(0b10001 + 0o136) + chr(0b110001) + '\x33', 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(195 - 145) + chr(0b10100 + 0o35) + chr(54), 0o10), nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(111) + chr(704 - 653) + '\064' + chr(0b101110 + 0o3), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101101 + 0o2) + '\063' + chr(302 - 248) + '\064', 0o10), nzTpIcepk0o8('\060' + '\157' + '\x31' + chr(48) + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1011110 + 0o21) + chr(50) + chr(0b101110 + 0o10) + chr(0b100100 + 0o20), 35925 - 35917), nzTpIcepk0o8('\060' + '\x6f' + chr(581 - 530) + chr(1379 - 1328) + chr(55), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b101011 + 0o7) + chr(0b110000) + '\x34', 5757 - 5749), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(50) + chr(0b110010) + chr(1083 - 1028), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b111011 + 0o64) + chr(1421 - 1371) + '\x32' + chr(2707 - 2652), 8), nzTpIcepk0o8('\x30' + chr(0b1010011 + 0o34) + chr(0b1010 + 0o54) + chr(2388 - 2335), 20407 - 20399), nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(111) + chr(911 - 860) + chr(736 - 684) + '\061', 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x32' + chr(646 - 591) + '\065', 0b1000), nzTpIcepk0o8(chr(0b11001 + 0o27) + '\x6f' + chr(55) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(941 - 893) + chr(6630 - 6519) + '\061' + '\062' + '\062', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\063' + chr(209 - 161) + '\x32', 2245 - 2237), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(2549 - 2498) + chr(0b10111 + 0o37) + chr(0b110010), 24038 - 24030), nzTpIcepk0o8(chr(48) + chr(5341 - 5230) + chr(1268 - 1215) + chr(50), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(11234 - 11123) + chr(0b110001) + chr(999 - 948) + '\x30', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1100110 + 0o11) + chr(0b110100) + chr(2362 - 2310), 0o10), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(8183 - 8072) + chr(0b11011 + 0o26) + '\060' + '\063', 0b1000), nzTpIcepk0o8(chr(2159 - 2111) + chr(111) + chr(0b1100 + 0o47) + chr(0b110010) + '\062', 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + '\x32' + chr(243 - 191), 62392 - 62384), nzTpIcepk0o8('\x30' + '\157' + chr(0b110110) + '\x30', 0o10), nzTpIcepk0o8(chr(1940 - 1892) + chr(111) + chr(52) + chr(51), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(49) + chr(2020 - 1972) + '\062', 0o10), nzTpIcepk0o8(chr(48) + '\157' + '\062' + chr(51) + chr(0b110111), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110011) + chr(0b101110 + 0o2) + chr(50), 8), nzTpIcepk0o8(chr(48) + chr(111) + '\x35' + '\065', 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110001) + '\065' + '\062', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b110001) + chr(1924 - 1871) + '\067', ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(0b1100100 + 0o13) + chr(2030 - 1977) + chr(0b110000), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b't'), chr(5293 - 5193) + '\x65' + chr(7892 - 7793) + chr(111) + chr(100) + '\x65')(chr(0b1101101 + 0o10) + chr(4593 - 4477) + chr(102) + chr(0b1 + 0o54) + chr(2091 - 2035)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def SgHYnewscXg0(_R8IKF5IwAfX):
if _TQS0GxsjK9t(_R8IKF5IwAfX):
return _R8IKF5IwAfX
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'3\x1el1&\xa2\xc4"'), chr(100) + '\145' + '\x63' + '\x6f' + '\x64' + chr(6523 - 6422))(chr(0b1010 + 0o153) + '\x74' + chr(0b110 + 0o140) + chr(0b101001 + 0o4) + chr(0b100001 + 0o27)))(_R8IKF5IwAfX, roI3spqORKae(ES5oEprVxulp(b'4\x18^21\xa2'), '\x64' + chr(1981 - 1880) + '\x63' + '\x6f' + chr(6328 - 6228) + chr(101))('\165' + '\x74' + chr(6762 - 6660) + chr(0b101101) + '\x38')):
return mWw5IYHJMFOV(_R8IKF5IwAfX)
else:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\x19\x02F<0\xf0\xcb4\xb3+\xed\x8e\x9a0\xd1\xad\xf0\xb7\xf0\\\x97\xd8Qr\xb4\x93F-Ac\xa6{\x10S-\xeb\xa7C\x1e\x06;\x01\x133;\xbe\xd6/\xa6e\xfa\xdb\xd4c\xc7'), chr(0b1100100) + chr(0b101010 + 0o73) + chr(1291 - 1192) + chr(0b1101111) + '\x64' + '\x65')(chr(0b1110101) + '\164' + chr(443 - 341) + chr(0b101101) + chr(0b101 + 0o63)) % _R8IKF5IwAfX) |
noahbenson/neuropythy | neuropythy/optimize/core.py | const | def const(f):
'''
const(f) yields f.c if f is a constant potential function; if f is a constant, it yields f or
the equivalent numpy array object; if f is a potential function that is not const, or is not
a valid potential function constant, yields None.
'''
if is_const_potential(f): return f.c
elif pimms.is_array(f, 'number'):
if sps.issparse(f): return f
else: return np.asarray(f)
else: return None | python | def const(f):
'''
const(f) yields f.c if f is a constant potential function; if f is a constant, it yields f or
the equivalent numpy array object; if f is a potential function that is not const, or is not
a valid potential function constant, yields None.
'''
if is_const_potential(f): return f.c
elif pimms.is_array(f, 'number'):
if sps.issparse(f): return f
else: return np.asarray(f)
else: return None | [
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"a"... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/optimize/core.py#L282-L292 | train | Returns a constant potential function or None if the potential function is not constant. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b10111 + 0o31) + chr(111) + chr(0b1011 + 0o53) + chr(0b101010 + 0o10), 8164 - 8156), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(5104 - 4993) + chr(1008 - 957) + chr(449 - 401) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(0b10000 + 0o40) + '\x6f' + chr(0b110011) + '\064' + '\x32', ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110110), 55152 - 55144), nzTpIcepk0o8(chr(2011 - 1963) + chr(111) + '\063' + chr(549 - 498) + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(0b1100100 + 0o13) + chr(51) + chr(313 - 260) + chr(0b1011 + 0o52), 0o10), nzTpIcepk0o8('\060' + chr(0b101110 + 0o101) + '\x31' + '\067' + '\x31', 0o10), nzTpIcepk0o8(chr(48) + chr(7019 - 6908) + '\x36' + '\064', 0b1000), nzTpIcepk0o8('\060' + '\157' + '\x32' + chr(48) + chr(0b110001), 0o10), nzTpIcepk0o8(chr(1130 - 1082) + chr(0b100 + 0o153) + chr(0b110011) + chr(2655 - 2602) + '\x34', 0o10), nzTpIcepk0o8('\x30' + chr(0b1100010 + 0o15) + chr(1688 - 1639) + '\x33' + '\061', ord("\x08")), nzTpIcepk0o8('\060' + chr(4247 - 4136) + chr(49) + '\064' + chr(0b110001), 12909 - 12901), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110010) + chr(0b110110) + '\067', 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001) + chr(0b110111) + '\060', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1100000 + 0o17) + chr(49) + '\x30' + chr(55), 0o10), nzTpIcepk0o8(chr(2079 - 2031) + chr(0b1101111) + chr(371 - 320) + '\060' + chr(0b11100 + 0o25), 64174 - 64166), nzTpIcepk0o8(chr(0b110000) + chr(8400 - 8289) + chr(51) + chr(0b110101) + '\x30', 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(51) + chr(2397 - 2347) + '\x33', 0o10), nzTpIcepk0o8('\060' + '\157' + '\061' + chr(55), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + '\x32' + '\x33' + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1010001 + 0o36) + chr(50) + chr(48) + chr(52), 0o10), nzTpIcepk0o8(chr(0b100 + 0o54) + '\157' + '\061' + chr(48), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\062' + chr(0b110000) + chr(54), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1001000 + 0o47) + '\x32' + chr(0b101011 + 0o11) + chr(0b1100 + 0o44), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\061' + '\x34' + chr(2441 - 2389), 60134 - 60126), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + chr(2560 - 2505) + chr(0b101000 + 0o11), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b11101 + 0o25) + '\060' + chr(1507 - 1456), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x31' + chr(0b101011 + 0o12) + '\060', 0o10), nzTpIcepk0o8(chr(0b1010 + 0o46) + '\x6f' + chr(0b110001) + chr(0b110110) + chr(0b10110 + 0o32), 0b1000), nzTpIcepk0o8(chr(0b11000 + 0o30) + '\x6f' + chr(0b110010) + '\067' + chr(0b110101), 61954 - 61946), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001) + chr(1834 - 1785) + '\061', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1010100 + 0o33) + chr(50) + '\062', 16107 - 16099), nzTpIcepk0o8(chr(48) + '\x6f' + '\x36' + chr(52), 8), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110001) + chr(0b101101 + 0o10) + chr(836 - 781), 63195 - 63187), nzTpIcepk0o8('\060' + '\x6f' + chr(0b1011 + 0o46) + chr(0b1010 + 0o53) + '\062', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\x31' + '\061' + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(431 - 383) + '\x6f' + '\x31' + chr(0b110100) + '\064', 8), nzTpIcepk0o8('\060' + chr(0b1101111) + '\062' + '\x37' + chr(0b110010), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x33' + chr(2346 - 2293) + chr(1305 - 1254), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b100000 + 0o20) + '\x6f' + chr(53) + chr(0b10 + 0o56), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x1c'), '\144' + chr(101) + '\x63' + chr(111) + '\x64' + '\145')(chr(0b1110101) + '\164' + '\x66' + chr(0b11010 + 0o23) + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def R53xMhYpx7I3(_R8IKF5IwAfX):
if _TQS0GxsjK9t(_R8IKF5IwAfX):
return roI3spqORKae(_R8IKF5IwAfX, roI3spqORKae(ES5oEprVxulp(b'F\xa6\xb7k\x91\xda\x1a\x7f\xd6\xb6\x0c\x00'), chr(1254 - 1154) + '\145' + chr(0b100010 + 0o101) + '\x6f' + chr(6713 - 6613) + chr(101))(chr(0b1110101) + '\164' + chr(102) + chr(0b100111 + 0o6) + chr(2014 - 1958)))
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'[\xb0\xbdg\xae\x9f\x18M'), chr(0b1100100) + chr(0b1100101) + chr(0b1100 + 0o127) + chr(111) + '\144' + chr(0b1100101))(chr(4858 - 4741) + chr(0b1110100) + chr(4142 - 4040) + '\055' + chr(517 - 461)))(_R8IKF5IwAfX, roI3spqORKae(ES5oEprVxulp(b'\\\xb6\x8fd\xb9\x9f'), chr(4177 - 4077) + chr(9545 - 9444) + '\143' + '\157' + chr(0b1001011 + 0o31) + chr(0b1010101 + 0o20))(chr(0b1110101) + chr(0b111100 + 0o70) + chr(0b1100110) + chr(1765 - 1720) + chr(0b111000))):
if roI3spqORKae(KMn4iTJEAO1P, roI3spqORKae(ES5oEprVxulp(b'[\xb0\x91v\xbd\x9f\nQ'), '\x64' + chr(101) + chr(0b1110 + 0o125) + chr(1816 - 1705) + chr(0b1010110 + 0o16) + chr(0b1100101))(chr(11563 - 11446) + '\x74' + chr(0b1100110 + 0o0) + '\x2d' + chr(0b101101 + 0o13)))(_R8IKF5IwAfX):
return _R8IKF5IwAfX
else:
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'S\xb0\x83t\xae\x8c\x00'), chr(100) + chr(0b101 + 0o140) + chr(0b1000111 + 0o34) + chr(0b1101111) + chr(0b1100001 + 0o3) + chr(8850 - 8749))(chr(117) + '\164' + chr(102) + chr(45) + chr(733 - 677)))(_R8IKF5IwAfX)
else:
return None |
noahbenson/neuropythy | neuropythy/optimize/core.py | to_potential | def to_potential(f):
'''
to_potential(f) yields f if f is a potential function; if f is not, but f can be converted to
a potential function, that conversion is performed then the result is yielded.
to_potential(Ellipsis) yields a potential function whose output is simply its input (i.e., the
identity function).
to_potential(None) is equivalent to to_potential(0).
The following can be converted into potential functions:
* Anything for which pimms.is_array(x, 'number') yields True (i.e., arrays of constants).
* Any tuple (g, h) where g(x) yields a potential value and h(x) yields a jacobian matrix for
the parameter vector x.
'''
if is_potential(f): return f
elif f is Ellipsis: return identity
elif pimms.is_array(f, 'number'): return const_potential(f)
elif isinstance(f, tuple) and len(f) == 2: return PotentialLambda(f[0], f[1])
else: raise ValueError('Could not convert object to potential function') | python | def to_potential(f):
'''
to_potential(f) yields f if f is a potential function; if f is not, but f can be converted to
a potential function, that conversion is performed then the result is yielded.
to_potential(Ellipsis) yields a potential function whose output is simply its input (i.e., the
identity function).
to_potential(None) is equivalent to to_potential(0).
The following can be converted into potential functions:
* Anything for which pimms.is_array(x, 'number') yields True (i.e., arrays of constants).
* Any tuple (g, h) where g(x) yields a potential value and h(x) yields a jacobian matrix for
the parameter vector x.
'''
if is_potential(f): return f
elif f is Ellipsis: return identity
elif pimms.is_array(f, 'number'): return const_potential(f)
elif isinstance(f, tuple) and len(f) == 2: return PotentialLambda(f[0], f[1])
else: raise ValueError('Could not convert object to potential function') | [
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/optimize/core.py#L293-L310 | train | Converts a single object to a potential function. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(4900 - 4789) + chr(51) + '\066' + chr(0b110100 + 0o0), 47009 - 47001), nzTpIcepk0o8(chr(48) + '\x6f' + '\x32' + chr(2109 - 2059) + chr(49), 0b1000), nzTpIcepk0o8(chr(921 - 873) + '\x6f' + '\x33' + '\067' + '\x34', 0b1000), nzTpIcepk0o8('\x30' + chr(0b101010 + 0o105) + chr(0b110011) + chr(0b101110 + 0o11) + chr(0b110000), 60438 - 60430), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b100010 + 0o20) + chr(51) + chr(0b110111), ord("\x08")), nzTpIcepk0o8(chr(2141 - 2093) + chr(8214 - 8103) + chr(0b110011) + chr(0b110111) + chr(0b110111), 0o10), nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(111) + '\061' + chr(1521 - 1470) + '\063', 0o10), nzTpIcepk0o8(chr(1037 - 989) + '\x6f' + '\061' + chr(0b110110) + chr(0b101011 + 0o14), 50739 - 50731), nzTpIcepk0o8(chr(48) + chr(0b10000 + 0o137) + chr(0b110010) + chr(1212 - 1158) + chr(368 - 319), 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(0b100001 + 0o21) + chr(0b110101) + '\062', 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110010) + chr(1770 - 1715) + chr(0b110000), 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(68 - 17) + chr(0b101000 + 0o12) + '\060', 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + '\063' + '\x36' + chr(0b110010), 9426 - 9418), nzTpIcepk0o8(chr(0b110000) + chr(4137 - 4026) + chr(0b100001 + 0o24) + '\064', 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\062' + chr(0b101111 + 0o5) + chr(927 - 874), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\x32' + chr(0b100001 + 0o22) + chr(816 - 767), 34612 - 34604), nzTpIcepk0o8(chr(2000 - 1952) + '\157' + chr(0b110110) + chr(53), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + '\061' + chr(2293 - 2245) + chr(0b1001 + 0o55), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(50) + chr(811 - 758) + '\x32', 8), nzTpIcepk0o8(chr(48) + chr(0b0 + 0o157) + '\x36' + chr(0b100011 + 0o24), 0b1000), nzTpIcepk0o8('\060' + chr(111) + '\061' + '\060' + '\067', 0b1000), nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(0b11000 + 0o127) + chr(0b110011) + chr(1246 - 1193) + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(1048 - 1000) + chr(0b10010 + 0o135) + '\x33' + chr(54) + chr(0b110101), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\x32' + chr(845 - 793), 22488 - 22480), nzTpIcepk0o8(chr(0b101 + 0o53) + '\x6f' + '\063' + chr(0b110100) + '\061', 53887 - 53879), nzTpIcepk0o8(chr(543 - 495) + '\x6f' + chr(0b110001) + chr(50), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\x31' + '\x32' + '\065', 0o10), nzTpIcepk0o8(chr(0b101001 + 0o7) + chr(603 - 492) + '\061' + chr(48) + '\x33', 58677 - 58669), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(49) + chr(0b110010) + '\x32', 0o10), nzTpIcepk0o8(chr(129 - 81) + '\x6f' + '\x33' + chr(0b110111) + '\065', 0o10), nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(0b1101101 + 0o2) + chr(0b101 + 0o56) + chr(48) + '\x31', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1100010 + 0o15) + chr(0b1000 + 0o52) + chr(52), 8), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(111) + '\x31' + '\060' + '\067', 8), nzTpIcepk0o8(chr(48) + chr(11742 - 11631) + chr(53) + chr(0b110001), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b101000 + 0o12) + chr(1850 - 1799) + chr(0b110110), 0o10), nzTpIcepk0o8(chr(562 - 514) + chr(111) + '\x33' + chr(0b110011) + chr(246 - 192), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(49) + chr(52) + '\063', 41236 - 41228), nzTpIcepk0o8(chr(358 - 310) + '\157' + chr(0b110011 + 0o0) + '\x35' + '\x32', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(2181 - 2132) + '\x31' + chr(0b110011), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(1853 - 1803) + chr(442 - 390) + chr(2130 - 2082), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(0b110001 + 0o76) + chr(0b110100 + 0o1) + chr(638 - 590), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xda'), '\144' + chr(101) + '\143' + '\x6f' + '\144' + '\145')(chr(0b1110101) + '\x74' + chr(0b1000 + 0o136) + chr(0b100001 + 0o14) + chr(0b1001 + 0o57)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def eTQtcvwLMrPC(_R8IKF5IwAfX):
if gdV4satf2Imc(_R8IKF5IwAfX):
return _R8IKF5IwAfX
elif _R8IKF5IwAfX is RjQP07DYIdkf:
return AjG41XkcNaTh
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\x9d\xe2\xa3\x99\xed\x8d:\x0e'), chr(0b1100100) + chr(0b1100101) + '\143' + '\157' + chr(0b1100100) + '\145')(chr(0b111100 + 0o71) + chr(3105 - 2989) + chr(102) + chr(45) + chr(1978 - 1922)))(_R8IKF5IwAfX, roI3spqORKae(ES5oEprVxulp(b'\x9a\xe4\x91\x9a\xfa\x8d'), chr(0b1100100) + chr(1019 - 918) + chr(9697 - 9598) + chr(0b1011001 + 0o26) + chr(4941 - 4841) + '\145')(chr(0b110111 + 0o76) + chr(0b11001 + 0o133) + '\x66' + chr(0b101101) + '\070')):
return SgHYnewscXg0(_R8IKF5IwAfX)
elif suIjIS24Zkqw(_R8IKF5IwAfX, nfNqtJL5aRaY) and ftfygxgFas5X(_R8IKF5IwAfX) == nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(50), 43966 - 43958):
return NpSV2VX4LA9J(_R8IKF5IwAfX[nzTpIcepk0o8(chr(1798 - 1750) + chr(0b1101111) + chr(48), ord("\x08"))], _R8IKF5IwAfX[nzTpIcepk0o8('\060' + '\157' + '\x31', 0b1000)])
else:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\xb7\xfe\x89\x94\xfb\xdf5\x18\xc5\x8a\xdb\xbf\x9cZ\xc0\xebAf\xc5U-\x8c\x96`\xc1~:c"\x92\xb5q)]\xf7\xbf\x0f\xca-\xd5\x9a\xf2\x88\x91\xf0\x91'), '\144' + chr(0b1001001 + 0o34) + chr(0b1100011) + '\157' + '\x64' + chr(0b1100101))(chr(9127 - 9010) + chr(0b1110100) + '\x66' + '\055' + chr(0b111000))) |
noahbenson/neuropythy | neuropythy/optimize/core.py | compose | def compose(*args):
'''
compose(g, h...) yields a potential function f that is the result of composing together all the
arguments g, h, etc. after calling to_potential() on each. The result is defined such that
f(x) is equivalent to g(h(...(x))).
'''
return reduce(lambda h,g: PotentialComposition(g,h), reversed(list(map(to_potential, args)))) | python | def compose(*args):
'''
compose(g, h...) yields a potential function f that is the result of composing together all the
arguments g, h, etc. after calling to_potential() on each. The result is defined such that
f(x) is equivalent to g(h(...(x))).
'''
return reduce(lambda h,g: PotentialComposition(g,h), reversed(list(map(to_potential, args)))) | [
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".",... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/optimize/core.py#L330-L336 | train | Returns a potential function f that is the result of composing together all the passed arguments g h etc. after calling to_potential on each. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b101101 + 0o3) + '\157' + '\x32' + chr(0b110111) + chr(54), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1011011 + 0o24) + chr(0b110100) + chr(0b110 + 0o53), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\x31' + chr(0b10 + 0o64) + '\065', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110010) + chr(49) + '\x35', 55667 - 55659), nzTpIcepk0o8('\060' + '\x6f' + '\x31' + chr(0b101010 + 0o14) + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x32' + chr(0b101101 + 0o11) + chr(2525 - 2470), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\x31' + chr(922 - 871), 62593 - 62585), nzTpIcepk0o8(chr(48) + '\x6f' + '\x33' + chr(0b10101 + 0o34) + '\x34', 0b1000), nzTpIcepk0o8(chr(1121 - 1073) + chr(0b1101111) + chr(55) + chr(50), 58393 - 58385), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110011) + chr(0b110010) + chr(1005 - 956), 0o10), nzTpIcepk0o8(chr(48) + chr(11308 - 11197) + '\063' + '\063' + chr(50), 2297 - 2289), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(0b111000 + 0o67) + '\x32' + chr(51) + chr(1901 - 1850), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b110001) + '\064' + '\x33', 24495 - 24487), nzTpIcepk0o8('\060' + chr(2761 - 2650) + chr(50) + '\067' + '\x36', 8), nzTpIcepk0o8(chr(938 - 890) + '\x6f' + chr(49) + chr(1911 - 1861), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(403 - 353) + chr(0b110101) + '\x32', 6721 - 6713), nzTpIcepk0o8('\060' + chr(0b1000100 + 0o53) + chr(2567 - 2516) + chr(1862 - 1811) + chr(804 - 752), 56769 - 56761), nzTpIcepk0o8('\060' + chr(111) + '\063' + '\062' + chr(0b110010), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1011011 + 0o24) + chr(51) + chr(0b110011) + chr(0b101001 + 0o12), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(51) + chr(50) + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + '\063' + '\x33' + chr(49), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101010 + 0o5) + chr(1843 - 1793) + chr(54) + chr(50), 0o10), nzTpIcepk0o8('\060' + '\157' + chr(0b11101 + 0o25) + chr(0b110001) + '\x30', 18766 - 18758), nzTpIcepk0o8('\060' + chr(0b100011 + 0o114) + '\061' + chr(0b100011 + 0o16) + chr(49), ord("\x08")), nzTpIcepk0o8(chr(0b110 + 0o52) + chr(5256 - 5145) + '\061' + '\065' + chr(52), 58821 - 58813), nzTpIcepk0o8(chr(880 - 832) + chr(111) + chr(462 - 410), 0b1000), nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(0b10110 + 0o131) + '\062' + '\064' + '\061', 1976 - 1968), nzTpIcepk0o8('\x30' + chr(111) + '\061' + chr(0b110000) + '\067', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b110110 + 0o71) + chr(0b110001) + chr(0b110110 + 0o1) + '\064', 0o10), nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(6350 - 6239) + chr(0b110001) + chr(746 - 693) + chr(0b1011 + 0o53), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\062' + '\064' + chr(0b110101), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\062' + chr(50) + '\x33', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(0b1 + 0o62) + chr(634 - 582) + '\066', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101 + 0o142) + chr(49) + chr(0b110001) + chr(2191 - 2136), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101001 + 0o6) + chr(51) + '\x36' + chr(0b111 + 0o60), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x31' + chr(48) + chr(0b10001 + 0o37), 0o10), nzTpIcepk0o8('\x30' + chr(1373 - 1262) + chr(51) + chr(0b1000 + 0o57) + '\x33', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(50) + chr(0b100110 + 0o15) + '\064', 0o10), nzTpIcepk0o8('\060' + '\157' + '\x32' + '\066' + chr(0b110110), 13838 - 13830), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110011) + chr(0b100000 + 0o23) + '\x31', 8)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(0b10010 + 0o135) + chr(0b110101) + '\060', ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x90'), chr(5175 - 5075) + '\145' + chr(0b1010111 + 0o14) + chr(0b100 + 0o153) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + '\146' + chr(0b100001 + 0o14) + chr(607 - 551)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
(jYZAKYxMTtNT,) = (roI3spqORKae(rFFUeiYWzOhx(roI3spqORKae(ES5oEprVxulp(b'\xd8T\x1b\xee\x04\xd8d\xa0I'), chr(100) + chr(101) + '\143' + '\x6f' + chr(100) + chr(5880 - 5779))('\x75' + chr(0b1110100) + chr(883 - 781) + chr(0b101101) + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'\xccD\x11\xf8\x13\xd2'), '\x64' + chr(0b1011111 + 0o6) + '\143' + chr(0b110000 + 0o77) + chr(100) + chr(101))(chr(0b1110101) + chr(0b1011 + 0o151) + chr(910 - 808) + chr(1556 - 1511) + chr(0b111000))), roI3spqORKae(ES5oEprVxulp(b'\xccD\x11\xf8\x13\xd2'), chr(100) + '\145' + '\x63' + chr(4513 - 4402) + chr(0b1011000 + 0o14) + chr(0b1100101))('\165' + chr(116) + '\x66' + chr(0b101101) + '\070')),)
def OK1RLR62KIKu(*eemPYp2vtTSr):
return jYZAKYxMTtNT(lambda _9ve2uheHd6a, KQq7Z9J63zv1: GNss_T2ijn9Q(KQq7Z9J63zv1, _9ve2uheHd6a), DoS4vLAglV8A(H4NoA26ON7iG(VVP82lOIz6CD(eTQtcvwLMrPC, eemPYp2vtTSr)))) |
noahbenson/neuropythy | neuropythy/optimize/core.py | part | def part(f, ii):
'''
part(u, ii) for constant or constant potential u yields a constant-potential form of u[ii].
part(f, ii) for potential function f yields a potential function g(x) that is equivalent to
f(x[ii]).
'''
f = to_potential(f)
if is_const_potential(f): return PotentialConstant(f.c[ii])
else: return compose(PotentialPart(ii), to_potential(f)) | python | def part(f, ii):
'''
part(u, ii) for constant or constant potential u yields a constant-potential form of u[ii].
part(f, ii) for potential function f yields a potential function g(x) that is equivalent to
f(x[ii]).
'''
f = to_potential(f)
if is_const_potential(f): return PotentialConstant(f.c[ii])
else: return compose(PotentialPart(ii), to_potential(f)) | [
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part(f, ii) for potential function f yields a potential function g(x) that is equivalent to
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/optimize/core.py#L371-L379 | train | Returns a potential part of a constant or constant potential u. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(10119 - 10008) + chr(0b11100 + 0o26) + chr(0b110101) + chr(0b110101), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(3393 - 3282) + '\061' + chr(693 - 642) + chr(0b1001 + 0o53), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + '\062' + '\062' + chr(52), 31040 - 31032), nzTpIcepk0o8(chr(211 - 163) + chr(0b1000 + 0o147) + chr(0b110010) + chr(0b110100) + chr(50), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(1003 - 892) + chr(51) + chr(2415 - 2360) + '\x33', 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(2001 - 1950) + '\x33' + '\066', 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001) + '\x31' + '\065', 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(1794 - 1742) + '\062', 10296 - 10288), nzTpIcepk0o8(chr(0b10 + 0o56) + '\157' + chr(0b110001) + chr(48) + chr(1637 - 1583), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x32' + chr(52) + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(0b100 + 0o54) + '\x6f' + chr(0b10011 + 0o37) + chr(52) + chr(0b110000), 0o10), nzTpIcepk0o8(chr(1569 - 1521) + '\x6f' + chr(2224 - 2175) + chr(2025 - 1974) + chr(53), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1100111 + 0o10) + chr(50) + '\062' + chr(0b1 + 0o62), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(52), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1000110 + 0o51) + chr(51) + chr(0b100 + 0o57) + chr(49), 0o10), nzTpIcepk0o8(chr(1034 - 986) + chr(111) + chr(51) + '\067' + chr(0b11011 + 0o33), 52113 - 52105), nzTpIcepk0o8(chr(48) + chr(0b100010 + 0o115) + '\061' + chr(694 - 644) + chr(0b110101), ord("\x08")), nzTpIcepk0o8('\x30' + chr(3911 - 3800) + chr(1396 - 1342), 23814 - 23806), nzTpIcepk0o8(chr(48) + '\x6f' + '\061' + chr(0b110010) + chr(0b110111), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001) + chr(0b10100 + 0o36) + chr(2113 - 2060), 8), nzTpIcepk0o8(chr(48) + chr(11280 - 11169) + chr(2707 - 2654), 0b1000), nzTpIcepk0o8('\060' + chr(0b1001010 + 0o45) + chr(0b110001) + chr(0b110101) + chr(0b110110), 0o10), nzTpIcepk0o8('\x30' + chr(10340 - 10229) + chr(49) + chr(0b101110 + 0o6) + chr(0b100001 + 0o22), 0b1000), nzTpIcepk0o8(chr(291 - 243) + chr(111) + chr(0b110011) + chr(1171 - 1121) + chr(0b110011), 16996 - 16988), nzTpIcepk0o8('\060' + chr(0b10000 + 0o137) + '\x31' + '\064' + chr(55), 0b1000), nzTpIcepk0o8(chr(48) + chr(6302 - 6191) + chr(0b110001) + chr(0b110101) + '\065', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x31' + chr(0b101000 + 0o15), 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(0b1110 + 0o51) + chr(60 - 11), 56302 - 56294), nzTpIcepk0o8(chr(544 - 496) + chr(111) + chr(51) + chr(49) + chr(0b110 + 0o61), 4024 - 4016), nzTpIcepk0o8('\x30' + chr(111) + chr(311 - 261) + chr(0b11011 + 0o32) + chr(1950 - 1896), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001) + chr(710 - 656) + '\x35', ord("\x08")), nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(0b1101111) + chr(49) + chr(1667 - 1613) + chr(0b11001 + 0o27), 0b1000), nzTpIcepk0o8('\x30' + '\157' + '\064' + chr(50), 8), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110010) + '\060' + '\063', 0b1000), nzTpIcepk0o8('\x30' + chr(5957 - 5846) + '\061' + chr(0b1000 + 0o51) + chr(0b11001 + 0o27), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x31' + '\062' + chr(0b110010), 41971 - 41963), nzTpIcepk0o8(chr(1901 - 1853) + '\157' + chr(52) + chr(0b10010 + 0o40), 8), nzTpIcepk0o8(chr(48) + chr(6344 - 6233) + chr(0b100001 + 0o17), 3958 - 3950), nzTpIcepk0o8('\060' + chr(111) + chr(356 - 306) + chr(0b110011) + '\066', ord("\x08")), nzTpIcepk0o8(chr(568 - 520) + chr(0b1100 + 0o143) + chr(0b110010) + '\064' + '\060', 8)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(12071 - 11960) + '\x35' + '\x30', ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x83'), '\144' + chr(0b1100101) + chr(0b111 + 0o134) + '\x6f' + chr(1393 - 1293) + chr(0b1001010 + 0o33))(chr(0b1110101) + chr(2369 - 2253) + chr(0b1100110) + chr(0b1 + 0o54) + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def vBy4LaCHhegz(_R8IKF5IwAfX, p8Ou2emaDF7Z):
_R8IKF5IwAfX = eTQtcvwLMrPC(_R8IKF5IwAfX)
if _TQS0GxsjK9t(_R8IKF5IwAfX):
return mWw5IYHJMFOV(roI3spqORKae(_R8IKF5IwAfX, roI3spqORKae(ES5oEprVxulp(b'\xd99\xc1\xcf\xb6\xe9.i\x11\xfd\xf5<'), '\x64' + '\x65' + chr(1494 - 1395) + chr(3583 - 3472) + chr(0b110111 + 0o55) + chr(101))(chr(0b1010111 + 0o36) + chr(9825 - 9709) + chr(102) + '\055' + '\070'))[p8Ou2emaDF7Z])
else:
return OK1RLR62KIKu(BJuQpHnGVkhN(p8Ou2emaDF7Z), eTQtcvwLMrPC(_R8IKF5IwAfX)) |
noahbenson/neuropythy | neuropythy/optimize/core.py | sum | def sum(x, weights=None):
'''
sum(x) yields either a potential-sum object if x is a potential function or the sum of x if x
is not. If x is not a potential-field then it must be a vector.
sum(x, weights=w) uses the given weights to produce a weighted sum.
'''
x = to_potential(x)
if is_const_potential(x): return PotentialConstant(np.sum(x.c))
else: return PotentialSum(x, weights=weights) | python | def sum(x, weights=None):
'''
sum(x) yields either a potential-sum object if x is a potential function or the sum of x if x
is not. If x is not a potential-field then it must be a vector.
sum(x, weights=w) uses the given weights to produce a weighted sum.
'''
x = to_potential(x)
if is_const_potential(x): return PotentialConstant(np.sum(x.c))
else: return PotentialSum(x, weights=weights) | [
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"... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/optimize/core.py#L611-L619 | train | Returns a potential - sum object if x is a potential function or a vector. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110001) + '\063' + chr(1629 - 1576), 0b1000), nzTpIcepk0o8(chr(123 - 75) + chr(111) + chr(742 - 689) + chr(0b101010 + 0o6), 0o10), nzTpIcepk0o8(chr(48) + '\157' + '\x31' + chr(0b110011) + '\066', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\061' + chr(50) + '\060', ord("\x08")), nzTpIcepk0o8(chr(0b1000 + 0o50) + chr(0b1011111 + 0o20) + chr(54) + '\x30', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1010111 + 0o30) + chr(0b110001 + 0o2) + chr(53) + chr(0b11 + 0o62), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\061' + chr(0b100101 + 0o16) + '\x31', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(51) + '\x37' + '\x35', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1100101 + 0o12) + chr(0b110010) + '\x37' + chr(0b11001 + 0o27), 0o10), nzTpIcepk0o8(chr(1926 - 1878) + '\157' + '\x32' + chr(51) + chr(0b1010 + 0o47), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\064' + chr(0b110000), 0b1000), nzTpIcepk0o8('\060' + chr(6682 - 6571) + chr(0b101111 + 0o3) + '\x32' + chr(54), 0b1000), nzTpIcepk0o8(chr(2021 - 1973) + chr(0b1101111) + chr(319 - 268) + chr(0b110101) + chr(0b110100), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110011), 49120 - 49112), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b11100 + 0o25) + '\060' + chr(0b1110 + 0o44), 21202 - 21194), nzTpIcepk0o8(chr(134 - 86) + chr(725 - 614) + chr(49) + chr(0b110001) + chr(0b110110), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\064' + '\x30', 8), nzTpIcepk0o8('\x30' + '\x6f' + '\067' + '\066', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x32' + chr(0b110101), 0o10), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(0b1000000 + 0o57) + chr(0b0 + 0o62) + '\x35', 8), nzTpIcepk0o8('\060' + chr(111) + '\x33' + chr(50), 0o10), nzTpIcepk0o8(chr(367 - 319) + chr(0b1101111) + '\x33' + chr(0b1011 + 0o54) + '\064', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(51) + chr(50), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(51) + '\065' + '\066', 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b100110 + 0o21) + chr(52), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(2661 - 2606) + '\062', 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + '\064' + '\x33', 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b1101 + 0o45), 51067 - 51059), nzTpIcepk0o8(chr(48) + '\157' + '\061' + chr(49) + '\x36', 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(267 - 218) + '\x34' + chr(51), 30213 - 30205), nzTpIcepk0o8('\060' + '\x6f' + '\x31' + chr(55) + chr(0b10101 + 0o40), 0b1000), nzTpIcepk0o8(chr(0b0 + 0o60) + chr(111) + chr(0b1000 + 0o53) + chr(0b110110) + '\x37', 50273 - 50265), nzTpIcepk0o8(chr(2136 - 2088) + '\157' + chr(0b110110) + '\x35', 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(50) + chr(0b110111) + '\x37', 40749 - 40741), nzTpIcepk0o8('\060' + chr(111) + chr(0b110001) + chr(77 - 23) + chr(0b110010), 0o10), nzTpIcepk0o8(chr(48) + chr(0b11101 + 0o122) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(270 - 222) + chr(111) + chr(2055 - 2004) + '\x35' + '\x32', 62566 - 62558), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(49) + chr(0b110101) + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(380 - 332) + chr(0b1101111) + chr(0b110010) + chr(1716 - 1662) + chr(0b10000 + 0o43), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + '\063' + chr(2325 - 2275) + chr(2053 - 2000), 32454 - 32446)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(111) + chr(271 - 218) + chr(2145 - 2097), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b's'), '\x64' + chr(8541 - 8440) + chr(0b1000110 + 0o35) + chr(2656 - 2545) + '\x64' + '\x65')(chr(117) + chr(116) + chr(0b1100110) + chr(45) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def oclC8DLjA_lV(bI5jsQ9OkQtj, TtzqJLqe_ecy=None):
bI5jsQ9OkQtj = eTQtcvwLMrPC(bI5jsQ9OkQtj)
if _TQS0GxsjK9t(bI5jsQ9OkQtj):
return mWw5IYHJMFOV(roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'2K2\x13\x08\xa9\x15\x97\xf9\xc6L\xc0'), chr(100) + '\145' + chr(0b10 + 0o141) + chr(0b100111 + 0o110) + '\144' + chr(0b1100101))(chr(0b1110101) + chr(116) + '\146' + '\055' + chr(1029 - 973)))(roI3spqORKae(bI5jsQ9OkQtj, roI3spqORKae(ES5oEprVxulp(b')M\x0b=}\xda:\xb6\xef\xc3u\xf7'), '\x64' + '\145' + chr(99) + chr(0b1100001 + 0o16) + chr(100) + chr(101))(chr(10855 - 10738) + chr(0b1101 + 0o147) + '\146' + '\x2d' + chr(0b1 + 0o67)))))
else:
return Mioi71I2Hmoy(bI5jsQ9OkQtj, weights=TtzqJLqe_ecy) |
noahbenson/neuropythy | neuropythy/optimize/core.py | dot | def dot(a, b, ashape=None, bshape=None):
'''
dot(a,b) yields a potential function that represents the dot product of a and b.
Currently only vector and scalars are allowed.
'''
a = to_potential(a)
b = to_potential(b)
if is_const_potential(a) and is_const_potential(b): return PotentialConstant(np.dot(a.c, b.c))
else: return DotPotential(a, b, g_shape=ashape, h_shape=bshape) | python | def dot(a, b, ashape=None, bshape=None):
'''
dot(a,b) yields a potential function that represents the dot product of a and b.
Currently only vector and scalars are allowed.
'''
a = to_potential(a)
b = to_potential(b)
if is_const_potential(a) and is_const_potential(b): return PotentialConstant(np.dot(a.c, b.c))
else: return DotPotential(a, b, g_shape=ashape, h_shape=bshape) | [
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/optimize/core.py#L667-L676 | train | Returns a dot product of two arrays. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + '\x6f' + '\x36' + '\067', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1010000 + 0o37) + chr(0b11111 + 0o24) + chr(2051 - 2003) + chr(1305 - 1254), 0b1000), nzTpIcepk0o8(chr(1342 - 1294) + chr(0b1011100 + 0o23) + chr(466 - 416) + chr(0b110011) + chr(580 - 531), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b101 + 0o55) + chr(0b110111), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(49) + '\x34' + chr(0b100110 + 0o12), ord("\x08")), nzTpIcepk0o8('\x30' + chr(10516 - 10405) + chr(0b1101 + 0o47) + chr(51), 0b1000), nzTpIcepk0o8(chr(865 - 817) + chr(111) + '\x35' + chr(0b100010 + 0o17), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b11011 + 0o30) + '\x32' + chr(54), 0b1000), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(7614 - 7503) + '\061' + chr(1173 - 1122) + chr(0b110000), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + '\x33' + chr(0b10000 + 0o41) + chr(0b110010), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(51) + chr(55), 35558 - 35550), nzTpIcepk0o8('\x30' + '\157' + chr(880 - 831) + chr(0b110101) + chr(0b110100), 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110011) + '\x35' + '\064', 0o10), nzTpIcepk0o8(chr(0b101000 + 0o10) + '\157' + chr(0b110011) + chr(52) + chr(1258 - 1206), 54814 - 54806), nzTpIcepk0o8('\060' + chr(0b1001100 + 0o43) + chr(0b1110 + 0o47) + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + '\x31' + chr(0b11101 + 0o24) + chr(0b10111 + 0o35), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(811 - 700) + '\x35' + '\x30', 48609 - 48601), nzTpIcepk0o8(chr(48) + chr(0b101101 + 0o102) + '\x31' + chr(1989 - 1935) + '\x30', 0o10), nzTpIcepk0o8('\x30' + chr(11350 - 11239) + '\x31', 40634 - 40626), nzTpIcepk0o8(chr(1662 - 1614) + chr(111) + chr(743 - 694) + chr(53) + '\065', 0o10), nzTpIcepk0o8(chr(48) + chr(1543 - 1432) + chr(0b1111 + 0o42) + chr(50) + '\x37', 26177 - 26169), nzTpIcepk0o8(chr(2223 - 2175) + chr(0b100000 + 0o117) + chr(0b100010 + 0o24) + chr(53), 17945 - 17937), nzTpIcepk0o8(chr(1444 - 1396) + chr(2863 - 2752) + '\063' + '\x35' + chr(1645 - 1591), 9494 - 9486), nzTpIcepk0o8(chr(1187 - 1139) + chr(111) + chr(660 - 610) + chr(53), 18394 - 18386), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(111) + '\x31' + chr(570 - 516) + chr(55), 44885 - 44877), nzTpIcepk0o8(chr(48) + '\157' + chr(49) + '\066' + chr(215 - 165), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(0b110010) + chr(0b110100), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + '\063' + chr(2459 - 2405) + chr(54), 0o10), nzTpIcepk0o8(chr(2094 - 2046) + chr(111) + chr(51) + chr(1682 - 1633) + '\x32', 8), nzTpIcepk0o8('\060' + '\x6f' + '\x33' + chr(0b11101 + 0o32) + chr(0b1000 + 0o55), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\062' + chr(52) + '\062', 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110011) + chr(143 - 93) + chr(2377 - 2322), 0b1000), nzTpIcepk0o8(chr(0b1000 + 0o50) + chr(0b1101111) + '\063' + '\060' + '\x32', 38549 - 38541), nzTpIcepk0o8(chr(1742 - 1694) + chr(6044 - 5933) + chr(0b1 + 0o61) + chr(0b11001 + 0o32) + '\064', 45128 - 45120), nzTpIcepk0o8(chr(81 - 33) + chr(9784 - 9673) + chr(51) + chr(49) + chr(0b10110 + 0o36), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\062' + '\x33' + chr(0b110001), 8), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b100000 + 0o23) + chr(52) + chr(0b101000 + 0o13), 38844 - 38836), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(50) + chr(0b110000) + chr(48), ord("\x08")), nzTpIcepk0o8(chr(1195 - 1147) + chr(0b1101111) + chr(1206 - 1157) + chr(0b100111 + 0o15) + '\063', 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\061' + chr(2532 - 2480) + chr(0b110010), 2083 - 2075)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110101) + chr(0b110000), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x19'), chr(7919 - 7819) + '\145' + '\x63' + '\157' + chr(0b1100100) + chr(0b110010 + 0o63))(chr(8998 - 8881) + '\x74' + '\146' + chr(45) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def AWsk_UUx2oJH(AQ9ceR9AaoT1, xFDEVQn5qSdh, RPQ_4CRevAbG=None, CiCh7arHdxWa=None):
AQ9ceR9AaoT1 = eTQtcvwLMrPC(AQ9ceR9AaoT1)
xFDEVQn5qSdh = eTQtcvwLMrPC(xFDEVQn5qSdh)
if _TQS0GxsjK9t(AQ9ceR9AaoT1) and _TQS0GxsjK9t(xFDEVQn5qSdh):
return mWw5IYHJMFOV(roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'S\xac\xed'), chr(0b1100100) + '\x65' + chr(99) + chr(0b1101111) + '\x64' + chr(0b110 + 0o137))(chr(8270 - 8153) + '\164' + chr(0b1100110) + '\x2d' + '\x38'))(roI3spqORKae(AQ9ceR9AaoT1, roI3spqORKae(ES5oEprVxulp(b'C\xa6\xccz-\x14J\x9d\x0f\x90J\r'), chr(100) + '\x65' + chr(7206 - 7107) + chr(111) + '\144' + chr(101))(chr(0b1110101) + chr(116) + chr(1613 - 1511) + chr(45) + '\x38')), roI3spqORKae(xFDEVQn5qSdh, roI3spqORKae(ES5oEprVxulp(b'C\xa6\xccz-\x14J\x9d\x0f\x90J\r'), '\x64' + '\x65' + chr(0b1011111 + 0o4) + chr(0b1101111) + '\144' + '\x65')('\x75' + '\x74' + chr(2650 - 2548) + chr(0b101101) + chr(0b10010 + 0o46)))))
else:
return jrpiZOdfXgBK(AQ9ceR9AaoT1, xFDEVQn5qSdh, g_shape=RPQ_4CRevAbG, h_shape=CiCh7arHdxWa) |
noahbenson/neuropythy | neuropythy/optimize/core.py | row_norms | def row_norms(ii, f=Ellipsis, squared=False):
'''
row_norms(ii) yields a potential function h(x) that calculates the vector norms of the rows of
the matrix formed by [x[i] for i in ii] (ii is a matrix of parameter indices).
row_norms(ii, f) yield a potential function h(x) equivalent to compose(row_norms(ii), f).
'''
try:
(n,m) = ii
# matrix shape given
ii = np.reshape(np.arange(n*m), (n,m))
except Exception: ii = np.asarray(ii)
f = to_potential(f)
if is_const_potential(f):
q = flattest(f.c)
q = np.sum([q[i]**2 for i in ii.T], axis=0)
return PotentialConstant(q if squared else np.sqrt(q))
F = reduce(lambda a,b: a + b, [part(Ellipsis, col)**2 for col in ii.T])
F = compose(F, f)
if not squared: F = sqrt(F)
return F | python | def row_norms(ii, f=Ellipsis, squared=False):
'''
row_norms(ii) yields a potential function h(x) that calculates the vector norms of the rows of
the matrix formed by [x[i] for i in ii] (ii is a matrix of parameter indices).
row_norms(ii, f) yield a potential function h(x) equivalent to compose(row_norms(ii), f).
'''
try:
(n,m) = ii
# matrix shape given
ii = np.reshape(np.arange(n*m), (n,m))
except Exception: ii = np.asarray(ii)
f = to_potential(f)
if is_const_potential(f):
q = flattest(f.c)
q = np.sum([q[i]**2 for i in ii.T], axis=0)
return PotentialConstant(q if squared else np.sqrt(q))
F = reduce(lambda a,b: a + b, [part(Ellipsis, col)**2 for col in ii.T])
F = compose(F, f)
if not squared: F = sqrt(F)
return F | [
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the matrix formed by [x[i] for i in ii] (ii is a matrix of parameter indices).
row_norms(ii, f) yield a potential function h(x) equivalent to compose(row_norms(ii), f). | [
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"]... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/optimize/core.py#L869-L888 | train | Returns a potential function h that calculates the vector norms of the rows of
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ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + '\157' + '\x32' + chr(54) + chr(1256 - 1208), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + '\065' + chr(0b11111 + 0o25), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1110 + 0o141) + chr(0b110001) + chr(55) + chr(0b110000), 27381 - 27373), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(287 - 232) + chr(0b1101 + 0o43), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b11011 + 0o27) + '\x34' + '\x30', 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(0b101010 + 0o10) + '\064', ord("\x08")), nzTpIcepk0o8(chr(1290 - 1242) + chr(0b1101111) + '\065' + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(2267 - 2219) + '\157' + '\x32' + '\067' + '\067', 0o10), nzTpIcepk0o8(chr(1141 - 1093) + '\157' + chr(0b110010) + chr(54), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b11101 + 0o26) + chr(0b110110) + '\064', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001) + '\x37' + chr(0b10111 + 0o37), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(51) + chr(1200 - 1147), 0o10), nzTpIcepk0o8(chr(251 - 203) + chr(111) + '\065' + chr(0b110100), 8), nzTpIcepk0o8('\x30' + chr(9061 - 8950) + '\x31' + chr(54) + chr(600 - 551), 25480 - 25472), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(54) + chr(53), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1010110 + 0o31) + '\066' + chr(0b100101 + 0o13), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(49) + chr(0b110010) + chr(0b110001), 61824 - 61816), nzTpIcepk0o8('\060' + chr(2607 - 2496) + chr(992 - 943) + chr(528 - 475) + chr(49), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(51) + chr(0b100111 + 0o16) + chr(0b10000 + 0o43), 0o10), nzTpIcepk0o8(chr(489 - 441) + chr(7006 - 6895) + chr(0b110111) + chr(54), 0b1000), nzTpIcepk0o8(chr(497 - 449) + chr(0b111000 + 0o67) + chr(49) + chr(1054 - 1005) + '\x31', 49660 - 49652), nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(111) + chr(1923 - 1874) + chr(1179 - 1124) + chr(0b10 + 0o57), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(1709 - 1659) + chr(50) + '\x31', 0o10), nzTpIcepk0o8(chr(1966 - 1918) + '\157' + '\x32' + chr(0b110111) + '\x32', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x37' + chr(0b110100), 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001) + '\x33' + '\x31', 31376 - 31368), nzTpIcepk0o8(chr(1960 - 1912) + '\157' + chr(0b1000 + 0o53) + chr(0b110010) + chr(0b110011), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b11001 + 0o126) + chr(0b110001) + chr(55) + chr(0b101111 + 0o5), 0o10), nzTpIcepk0o8('\060' + chr(736 - 625) + '\064' + chr(74 - 24), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + '\x37' + '\x30', 8), nzTpIcepk0o8(chr(767 - 719) + '\157' + '\x31' + chr(51) + '\x37', 0o10), nzTpIcepk0o8(chr(1568 - 1520) + chr(0b1101111) + chr(50) + '\x35' + chr(1868 - 1819), 0b1000), nzTpIcepk0o8(chr(372 - 324) + '\157' + chr(1796 - 1746) + chr(0b101000 + 0o12) + chr(0b11101 + 0o27), 36923 - 36915), nzTpIcepk0o8(chr(0b110 + 0o52) + chr(111) + '\062' + chr(52) + '\x33', 13273 - 13265), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(635 - 585) + chr(0b101010 + 0o7) + chr(55), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(0b10000 + 0o41) + '\060' + chr(1355 - 1306), ord("\x08")), nzTpIcepk0o8(chr(0b11011 + 0o25) + '\x6f' + chr(0b110010) + chr(0b110000) + '\x30', 0b1000), nzTpIcepk0o8(chr(1019 - 971) + chr(0b100110 + 0o111) + chr(0b110010) + chr(54) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(1110 - 1061) + chr(0b110011) + chr(48), 0o10), nzTpIcepk0o8('\x30' + chr(0b1010 + 0o145) + '\x33' + chr(0b110001) + '\064', 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(223 - 175) + chr(0b110111 + 0o70) + '\x35' + chr(0b110000), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x9e'), '\x64' + '\x65' + chr(0b101010 + 0o71) + chr(0b110101 + 0o72) + chr(0b11001 + 0o113) + chr(101))('\165' + '\164' + chr(4902 - 4800) + '\x2d' + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
(jYZAKYxMTtNT,) = (roI3spqORKae(rFFUeiYWzOhx(roI3spqORKae(ES5oEprVxulp(b'\xd6Y\x16[\xd4{E\xd3e'), chr(0b1100100) + chr(101) + '\143' + chr(0b1101111) + chr(100) + chr(101))('\165' + '\164' + '\146' + '\x2d' + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\xc2I\x1cM\xc3q'), chr(0b1100010 + 0o2) + chr(101) + '\143' + '\157' + chr(7884 - 7784) + chr(0b1100101))(chr(117) + chr(8678 - 8562) + '\x66' + chr(45) + '\x38')), roI3spqORKae(ES5oEprVxulp(b'\xc2I\x1cM\xc3q'), chr(100) + chr(2015 - 1914) + '\143' + chr(0b110101 + 0o72) + chr(8571 - 8471) + '\x65')(chr(7134 - 7017) + chr(0b1100010 + 0o22) + chr(6637 - 6535) + '\055' + '\070')),)
def bKKTJuWdYhQE(p8Ou2emaDF7Z, _R8IKF5IwAfX=RjQP07DYIdkf, uSeYZcYAOB7a=nzTpIcepk0o8('\x30' + chr(7767 - 7656) + chr(48), 46805 - 46797)):
try:
(NoZxuO7wjArS, tF75nqoNENFL) = p8Ou2emaDF7Z
p8Ou2emaDF7Z = nDF4gVNx0u9Q.reshape(nDF4gVNx0u9Q.chmI_GMU_sEi(NoZxuO7wjArS * tF75nqoNENFL), (NoZxuO7wjArS, tF75nqoNENFL))
except zfo2Sgkz3IVJ:
p8Ou2emaDF7Z = nDF4gVNx0u9Q.asarray(p8Ou2emaDF7Z)
_R8IKF5IwAfX = eTQtcvwLMrPC(_R8IKF5IwAfX)
if _TQS0GxsjK9t(_R8IKF5IwAfX):
P1yWu4gF7vxH = JO8DAj4D3zxb(_R8IKF5IwAfX.teUmM7cKWZUa)
P1yWu4gF7vxH = nDF4gVNx0u9Q.oclC8DLjA_lV([P1yWu4gF7vxH[ZlbFMSG8gCoF] ** nzTpIcepk0o8('\x30' + '\x6f' + chr(673 - 623), 54485 - 54477) for ZlbFMSG8gCoF in p8Ou2emaDF7Z.hq6XE4_Nhd6R], axis=nzTpIcepk0o8(chr(2274 - 2226) + chr(5109 - 4998) + '\x30', 8))
return mWw5IYHJMFOV(P1yWu4gF7vxH if uSeYZcYAOB7a else roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xc3]\nL'), chr(6652 - 6552) + '\145' + chr(99) + chr(0b101111 + 0o100) + chr(1086 - 986) + chr(0b100101 + 0o100))(chr(117) + '\x74' + chr(102) + '\055' + chr(2421 - 2365)))(P1yWu4gF7vxH))
GsKhodujj4DP = jYZAKYxMTtNT(lambda AQ9ceR9AaoT1, xFDEVQn5qSdh: AQ9ceR9AaoT1 + xFDEVQn5qSdh, [vBy4LaCHhegz(RjQP07DYIdkf, hRTUxJgvuslu) ** nzTpIcepk0o8(chr(0b11 + 0o55) + '\157' + chr(50), 8) for hRTUxJgvuslu in p8Ou2emaDF7Z.hq6XE4_Nhd6R])
GsKhodujj4DP = OK1RLR62KIKu(GsKhodujj4DP, _R8IKF5IwAfX)
if not uSeYZcYAOB7a:
GsKhodujj4DP = fkzrQlJFiMyY(GsKhodujj4DP)
return GsKhodujj4DP |
noahbenson/neuropythy | neuropythy/optimize/core.py | distances | def distances(a, b, shape, squared=False, axis=1):
'''
distances(a, b, (n,d)) yields a potential function whose output is equivalent to the row-norms
of reshape(a(x), (n,d)) - reshape(b(x), (n,d)).
The shape argument (n,m) may alternately be a matrix of parameter indices, as can be passed to
row_norms and col_norms.
The following optional arguments are accepted:
* squared (default: False) specifies whether the output should be the square distance or the
distance.
* axis (default: 1) specifies whether the rows (axis = 1) or columns (axis = 0) are treated
as the vectors between which the distances should be calculated.
'''
a = to_potential(a)
b = to_potential(b)
if axis == 1: return row_norms(shape, a - b, squared=squared)
else: return col_norms(shape, a - b, squared=squared) | python | def distances(a, b, shape, squared=False, axis=1):
'''
distances(a, b, (n,d)) yields a potential function whose output is equivalent to the row-norms
of reshape(a(x), (n,d)) - reshape(b(x), (n,d)).
The shape argument (n,m) may alternately be a matrix of parameter indices, as can be passed to
row_norms and col_norms.
The following optional arguments are accepted:
* squared (default: False) specifies whether the output should be the square distance or the
distance.
* axis (default: 1) specifies whether the rows (axis = 1) or columns (axis = 0) are treated
as the vectors between which the distances should be calculated.
'''
a = to_potential(a)
b = to_potential(b)
if axis == 1: return row_norms(shape, a - b, squared=squared)
else: return col_norms(shape, a - b, squared=squared) | [
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* squared (default: False) specifies whether the output should be the square distance or the
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/optimize/core.py#L909-L926 | train | Returns a potential function that computes the distance between two nodes. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + chr(0b1010001 + 0o36) + chr(1942 - 1892) + '\x32' + chr(0b110100), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110011) + chr(761 - 710) + chr(49), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b111100 + 0o63) + chr(55) + '\066', 51632 - 51624), nzTpIcepk0o8('\x30' + '\x6f' + '\x32' + chr(2763 - 2708) + '\x33', 0o10), nzTpIcepk0o8('\060' + chr(3822 - 3711) + chr(49) + chr(0b110111) + chr(0b110101), ord("\x08")), nzTpIcepk0o8(chr(1040 - 992) + chr(0b1101101 + 0o2) + chr(0b100000 + 0o23) + '\x36' + chr(0b110010), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b101 + 0o56) + '\x32' + chr(53), 0b1000), nzTpIcepk0o8('\x30' + chr(2267 - 2156) + chr(51) + chr(0b110011) + chr(1724 - 1676), ord("\x08")), nzTpIcepk0o8(chr(0b1101 + 0o43) + '\x6f' + chr(0b110010) + chr(48) + '\064', 0b1000), nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(5540 - 5429) + chr(0b110010) + chr(1460 - 1411) + chr(0b110 + 0o53), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(51) + chr(0b100101 + 0o15) + '\060', ord("\x08")), nzTpIcepk0o8('\x30' + chr(10751 - 10640) + '\063' + chr(0b101001 + 0o13) + chr(0b100010 + 0o21), 13875 - 13867), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(3721 - 3610) + chr(0b111 + 0o57) + chr(743 - 689), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(51) + '\x36' + chr(1689 - 1641), 0b1000), nzTpIcepk0o8(chr(1161 - 1113) + chr(0b111001 + 0o66) + chr(50) + chr(1654 - 1602) + '\060', 49705 - 49697), nzTpIcepk0o8('\x30' + chr(0b111 + 0o150) + chr(572 - 521) + chr(0b1110 + 0o50) + chr(0b110111), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b11111 + 0o120) + chr(1772 - 1718) + '\x32', 30657 - 30649), nzTpIcepk0o8('\x30' + chr(8622 - 8511) + '\062' + chr(51) + chr(48), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(2261 - 2150) + chr(1407 - 1356) + chr(0b110011), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b111101 + 0o62) + '\x33' + chr(0b10001 + 0o46) + chr(881 - 829), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b1001 + 0o50) + chr(0b110000) + chr(0b10000 + 0o42), 0b1000), nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(0b1101111) + chr(55) + chr(101 - 47), 8), nzTpIcepk0o8('\060' + chr(10016 - 9905) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b11111 + 0o22) + '\062' + '\x35', 33753 - 33745), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110101) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(1567 - 1519) + chr(111) + chr(0b110000 + 0o3) + '\x36' + '\065', 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(0b110111) + chr(154 - 100), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110010) + '\065' + chr(0b11111 + 0o30), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(9885 - 9774) + chr(0b1 + 0o62) + '\062', ord("\x08")), nzTpIcepk0o8(chr(1079 - 1031) + '\157' + '\062' + '\060' + chr(0b100110 + 0o16), 8), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b101010 + 0o15) + '\x36', 8), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110001) + chr(0b110010) + chr(0b110001), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001) + '\065' + '\x35', 9648 - 9640), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\062' + chr(914 - 862) + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(355 - 307) + chr(111) + chr(0b110010) + '\062' + chr(1496 - 1447), 0b1000), nzTpIcepk0o8(chr(48) + chr(4101 - 3990) + chr(50) + chr(500 - 448) + '\x32', 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(0b11101 + 0o26) + chr(0b110001) + '\x32', 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(50) + '\061' + '\063', 38094 - 38086), nzTpIcepk0o8(chr(2249 - 2201) + '\157' + chr(0b110011) + '\061' + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(1782 - 1734) + chr(111) + chr(0b110000 + 0o5), 45811 - 45803)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + '\157' + chr(53) + chr(1821 - 1773), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xba'), '\x64' + '\x65' + chr(0b1100011) + '\157' + chr(100) + chr(1005 - 904))(chr(4291 - 4174) + chr(0b1000001 + 0o63) + chr(0b1001100 + 0o32) + chr(0b101101) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def Zvzt3482LpDg(AQ9ceR9AaoT1, xFDEVQn5qSdh, lhbM092AFW8f, uSeYZcYAOB7a=nzTpIcepk0o8(chr(226 - 178) + chr(4975 - 4864) + chr(48), 21175 - 21167), JD902pvyCLH1=nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b100011 + 0o16), 0b1000)):
AQ9ceR9AaoT1 = eTQtcvwLMrPC(AQ9ceR9AaoT1)
xFDEVQn5qSdh = eTQtcvwLMrPC(xFDEVQn5qSdh)
if JD902pvyCLH1 == nzTpIcepk0o8(chr(69 - 21) + '\x6f' + '\061', 8):
return bKKTJuWdYhQE(lhbM092AFW8f, AQ9ceR9AaoT1 - xFDEVQn5qSdh, squared=uSeYZcYAOB7a)
else:
return kQH7UXtWWpWB(lhbM092AFW8f, AQ9ceR9AaoT1 - xFDEVQn5qSdh, squared=uSeYZcYAOB7a) |
noahbenson/neuropythy | neuropythy/optimize/core.py | cos_well | def cos_well(f=Ellipsis, width=np.pi/2, offset=0, scale=1):
'''
cos_well() yields a potential function g(x) that calculates 0.5*(1 - cos(x)) for -pi/2 <= x
<= pi/2 and is 1 outside of that range.
The full formulat of the cosine well is, including optional arguments:
scale / 2 * (1 - cos((x - offset) / (width/pi)))
The following optional arguments may be given:
* width (default: pi) specifies that the frequency of the cos-curve should be pi/width; the
width is the distance between the points on the cos-curve with the value of 1.
* offset (default: 0) specifies the offset of the minimum value of the coine curve on the
x-axis.
* scale (default: 1) specifies the height of the cosine well.
'''
f = to_potential(f)
freq = np.pi/width*2
(xmn,xmx) = (offset - width/2, offset + width/2)
F = piecewise(scale, ((xmn,xmx), scale/2 * (1 - cos(freq * (identity - offset)))))
if is_const_potential(f): return const_potential(F.value(f.c))
elif is_identity_potential(f): return F
else: return compose(F, f) | python | def cos_well(f=Ellipsis, width=np.pi/2, offset=0, scale=1):
'''
cos_well() yields a potential function g(x) that calculates 0.5*(1 - cos(x)) for -pi/2 <= x
<= pi/2 and is 1 outside of that range.
The full formulat of the cosine well is, including optional arguments:
scale / 2 * (1 - cos((x - offset) / (width/pi)))
The following optional arguments may be given:
* width (default: pi) specifies that the frequency of the cos-curve should be pi/width; the
width is the distance between the points on the cos-curve with the value of 1.
* offset (default: 0) specifies the offset of the minimum value of the coine curve on the
x-axis.
* scale (default: 1) specifies the height of the cosine well.
'''
f = to_potential(f)
freq = np.pi/width*2
(xmn,xmx) = (offset - width/2, offset + width/2)
F = piecewise(scale, ((xmn,xmx), scale/2 * (1 - cos(freq * (identity - offset)))))
if is_const_potential(f): return const_potential(F.value(f.c))
elif is_identity_potential(f): return F
else: return compose(F, f) | [
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... | cos_well() yields a potential function g(x) that calculates 0.5*(1 - cos(x)) for -pi/2 <= x
<= pi/2 and is 1 outside of that range.
The full formulat of the cosine well is, including optional arguments:
scale / 2 * (1 - cos((x - offset) / (width/pi)))
The following optional arguments may be given:
* width (default: pi) specifies that the frequency of the cos-curve should be pi/width; the
width is the distance between the points on the cos-curve with the value of 1.
* offset (default: 0) specifies the offset of the minimum value of the coine curve on the
x-axis.
* scale (default: 1) specifies the height of the cosine well. | [
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/optimize/core.py#L998-L1019 | train | Returns a cosine well of the given frequency. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(449 - 401) + '\x6f' + chr(0b100011 + 0o16) + '\065' + '\x30', 0b1000), nzTpIcepk0o8('\060' + chr(9702 - 9591) + chr(51) + chr(2254 - 2201), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(10900 - 10789) + chr(1895 - 1845) + chr(2336 - 2286) + chr(0b10 + 0o64), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x31' + '\065' + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + '\x32' + '\065', 46156 - 46148), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001 + 0o6) + '\064', 0o10), nzTpIcepk0o8(chr(48) + chr(3137 - 3026) + chr(51) + chr(54) + '\x31', 0b1000), nzTpIcepk0o8(chr(616 - 568) + chr(2498 - 2387) + chr(0b110010) + chr(54) + chr(847 - 792), 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(49) + '\064' + chr(0b110011 + 0o2), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(436 - 325) + chr(1422 - 1371) + chr(330 - 282) + chr(479 - 431), 0b1000), nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(10010 - 9899) + chr(0b110001) + '\067' + chr(0b1110 + 0o51), 11453 - 11445), nzTpIcepk0o8(chr(48) + '\157' + '\063' + chr(52) + '\065', 0o10), nzTpIcepk0o8(chr(172 - 124) + chr(0b1000011 + 0o54) + chr(0b110010) + chr(52) + chr(0b110010 + 0o0), 12375 - 12367), nzTpIcepk0o8(chr(1531 - 1483) + '\x6f' + '\061' + chr(51) + chr(50), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(7657 - 7546) + chr(2286 - 2236) + '\x32' + '\066', 8), nzTpIcepk0o8('\060' + '\157' + chr(50) + chr(0b10000 + 0o45) + chr(0b110011 + 0o0), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\062' + chr(55) + '\066', 0o10), nzTpIcepk0o8('\060' + '\157' + chr(0b110000 + 0o4) + chr(53), 0o10), nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(0b1101111) + '\063' + '\x33' + '\x36', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110011) + '\x37' + chr(1914 - 1864), 64332 - 64324), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110001 + 0o2), ord("\x08")), nzTpIcepk0o8(chr(0b101001 + 0o7) + '\157' + '\x31' + chr(51), 15658 - 15650), nzTpIcepk0o8(chr(0b110000) + '\157' + '\064' + chr(50), 0b1000), nzTpIcepk0o8(chr(1536 - 1488) + chr(0b1101111) + chr(822 - 772) + chr(0b110011) + chr(52), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(49) + chr(55) + chr(0b110100), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x31' + chr(54) + chr(2531 - 2479), 29910 - 29902), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(0b1000010 + 0o55) + '\062' + chr(0b110000) + '\x36', 0b1000), nzTpIcepk0o8('\x30' + chr(4472 - 4361) + chr(1528 - 1478) + chr(1331 - 1280) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1 + 0o156) + chr(49) + chr(0b110100) + chr(1651 - 1600), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b10100 + 0o37) + chr(52), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\064' + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(0b110100 + 0o73) + chr(0b1011 + 0o46) + '\x33' + '\x31', 0o10), nzTpIcepk0o8('\060' + chr(5917 - 5806) + chr(2266 - 2216) + chr(1869 - 1818) + '\063', 41706 - 41698), nzTpIcepk0o8(chr(1467 - 1419) + chr(0b1101111) + '\063' + chr(0b110111), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(51) + '\061', 0b1000), nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(0b101001 + 0o106) + chr(51) + chr(52) + '\x36', 0b1000), nzTpIcepk0o8(chr(48) + chr(9294 - 9183) + '\x31' + '\063' + chr(51), ord("\x08")), nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(0b1101111) + '\x33' + '\064' + chr(1087 - 1035), ord("\x08")), nzTpIcepk0o8(chr(1265 - 1217) + '\x6f' + chr(0b101001 + 0o11), 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(50) + chr(0b110011) + chr(0b1111 + 0o41), 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + chr(0b1100101 + 0o12) + '\065' + '\060', ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'F'), chr(0b1100100) + '\x65' + chr(99) + chr(903 - 792) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(4341 - 4225) + '\146' + chr(0b101101) + chr(2283 - 2227)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def s1tSpmCQsUn8(_R8IKF5IwAfX=RjQP07DYIdkf, dH3vcKdvgBu0=roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x06P\xe42~n\x81\xe34\xf90\x8a'), '\x64' + chr(101) + '\x63' + chr(111) + chr(0b101101 + 0o67) + chr(1341 - 1240))(chr(0b1110101) + chr(6828 - 6712) + chr(0b1100110) + '\055' + '\x38')) / nzTpIcepk0o8(chr(0b10010 + 0o36) + '\157' + chr(653 - 603), 8), GuX46MBAOnaQ=nzTpIcepk0o8('\x30' + '\157' + '\060', ord("\x08")), r4zeu1khcH7g=nzTpIcepk0o8(chr(0b110000) + chr(0b1101101 + 0o2) + chr(2335 - 2286), 0o10)):
_R8IKF5IwAfX = eTQtcvwLMrPC(_R8IKF5IwAfX)
rBSaFTljfr_t = nDF4gVNx0u9Q.nMrXkRpTQ9Oo / dH3vcKdvgBu0 * nzTpIcepk0o8(chr(0b101001 + 0o7) + chr(0b1001101 + 0o42) + '\062', 8)
(ePRjNUWQBdsI, x0mr8IdYsVUR) = (GuX46MBAOnaQ - dH3vcKdvgBu0 / nzTpIcepk0o8(chr(0b101001 + 0o7) + chr(111) + '\062', 8), GuX46MBAOnaQ + dH3vcKdvgBu0 / nzTpIcepk0o8(chr(48) + chr(111) + chr(2311 - 2261), 8))
GsKhodujj4DP = ZhpZ9vC0T8fb(r4zeu1khcH7g, ((ePRjNUWQBdsI, x0mr8IdYsVUR), r4zeu1khcH7g / nzTpIcepk0o8(chr(1462 - 1414) + '\x6f' + chr(0b101110 + 0o4), 8) * (nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(49), 8) - mLriLohwQ9NU(rBSaFTljfr_t * (AjG41XkcNaTh - GuX46MBAOnaQ)))))
if _TQS0GxsjK9t(_R8IKF5IwAfX):
return SgHYnewscXg0(roI3spqORKae(GsKhodujj4DP, roI3spqORKae(ES5oEprVxulp(b'\x1dK\xaf\x03WU\x86\x87\x1c\x9f2\x95'), chr(0b1100100) + chr(5814 - 5713) + chr(6219 - 6120) + '\157' + chr(0b1100100) + chr(7981 - 7880))(chr(1440 - 1323) + chr(11326 - 11210) + '\146' + chr(0b101101) + chr(0b10101 + 0o43)))(roI3spqORKae(_R8IKF5IwAfX, roI3spqORKae(ES5oEprVxulp(b'\x1cx\xc3\x07X\x0b\x92\xfc2\x9a*\x84'), chr(100) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(347 - 247) + chr(6236 - 6135))('\x75' + chr(0b1010111 + 0o35) + '\x66' + chr(0b101101) + '\x38'))))
elif uQ38hM9q5VI0(_R8IKF5IwAfX):
return GsKhodujj4DP
else:
return OK1RLR62KIKu(GsKhodujj4DP, _R8IKF5IwAfX) |
noahbenson/neuropythy | neuropythy/optimize/core.py | gaussian | def gaussian(f=Ellipsis, mu=0, sigma=1, scale=1, invert=False, normalize=False):
'''
gaussian() yields a potential function f(x) that calculates a Gaussian function over x; the
formula used is given below.
gaussian(g) yields a function h(x) such that, if f(x) is yielded by gaussian(), h(x) = f(g(x)).
The formula employed by the Gaussian function is as follows, with mu, sigma, and scale all being
parameters that one can provide via optional arguments:
scale * exp(0.5 * ((x - mu) / sigma)**2)
The following optional arguments may be given:
* mu (default: 0) specifies the mean of the Gaussian.
* sigma (default: 1) specifies the standard deviation (sigma) parameger of the Gaussian.
* scale (default: 1) specifies the scale to use.
* invert (default: False) specifies whether the Gaussian should be inverted. If inverted, then
the formula, scale * exp(...), is replaced with scale * (1 - exp(...)).
* normalize (default: False) specifies whether the result should be multiplied by the inverse
of the area under the uninverted and unscaled curve; i.e., if normalize is True, the entire
result is multiplied by 1/sqrt(2*pi*sigma**2).
'''
f = to_potential(f)
F = exp(-0.5 * ((f - mu) / sigma)**2)
if invert: F = 1 - F
F = F * scale
if normalize: F = F / (np.sqrt(2.0*np.pi) * sigma)
return F | python | def gaussian(f=Ellipsis, mu=0, sigma=1, scale=1, invert=False, normalize=False):
'''
gaussian() yields a potential function f(x) that calculates a Gaussian function over x; the
formula used is given below.
gaussian(g) yields a function h(x) such that, if f(x) is yielded by gaussian(), h(x) = f(g(x)).
The formula employed by the Gaussian function is as follows, with mu, sigma, and scale all being
parameters that one can provide via optional arguments:
scale * exp(0.5 * ((x - mu) / sigma)**2)
The following optional arguments may be given:
* mu (default: 0) specifies the mean of the Gaussian.
* sigma (default: 1) specifies the standard deviation (sigma) parameger of the Gaussian.
* scale (default: 1) specifies the scale to use.
* invert (default: False) specifies whether the Gaussian should be inverted. If inverted, then
the formula, scale * exp(...), is replaced with scale * (1 - exp(...)).
* normalize (default: False) specifies whether the result should be multiplied by the inverse
of the area under the uninverted and unscaled curve; i.e., if normalize is True, the entire
result is multiplied by 1/sqrt(2*pi*sigma**2).
'''
f = to_potential(f)
F = exp(-0.5 * ((f - mu) / sigma)**2)
if invert: F = 1 - F
F = F * scale
if normalize: F = F / (np.sqrt(2.0*np.pi) * sigma)
return F | [
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The formula employed by the Gaussian function is as follows, with mu, sigma, and scale all being
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* scale (default: 1) specifies the scale to use.
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* normalize (default: False) specifies whether the result should be multiplied by the inverse
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"function"... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/optimize/core.py#L1044-L1069 | train | Returns a potential function f that calculates a Gaussian function over x. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\063' + chr(329 - 281) + chr(1019 - 970), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b11001 + 0o126) + chr(0b110001) + chr(0b110111), 0o10), nzTpIcepk0o8(chr(0b1000 + 0o50) + '\157' + chr(0b110001 + 0o0) + chr(0b110001) + chr(0b101010 + 0o11), 0o10), nzTpIcepk0o8('\x30' + chr(4987 - 4876) + '\x33' + chr(0b101001 + 0o14) + '\063', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x33' + chr(0b110110) + chr(50), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110101) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(0b100000 + 0o20) + '\x6f' + '\061' + chr(48) + chr(50), ord("\x08")), nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(0b100010 + 0o115) + chr(1880 - 1830) + chr(0b1001 + 0o53) + chr(53), 54256 - 54248), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(2365 - 2314) + chr(823 - 773) + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + '\063' + '\x31' + '\062', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(280 - 230) + chr(1437 - 1386) + chr(0b10000 + 0o40), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110001) + chr(2452 - 2402) + chr(0b110010 + 0o0), 0b1000), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(0b10000 + 0o137) + '\x31' + '\065' + chr(0b110111), 18173 - 18165), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\064' + '\065', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(2337 - 2287) + '\060' + '\x31', ord("\x08")), nzTpIcepk0o8(chr(452 - 404) + '\x6f' + chr(49) + chr(49) + chr(2218 - 2167), 8), nzTpIcepk0o8(chr(572 - 524) + chr(11312 - 11201) + chr(0b110011) + '\x37' + chr(0b110010), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + '\061' + chr(48) + '\066', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\061' + chr(180 - 127) + chr(0b100011 + 0o17), 50229 - 50221), nzTpIcepk0o8(chr(48) + chr(111) + '\x31' + chr(0b11101 + 0o32) + '\065', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(436 - 325) + '\x32' + chr(1872 - 1822) + chr(0b101011 + 0o5), 50531 - 50523), nzTpIcepk0o8('\x30' + chr(111) + '\x35' + chr(54), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101010 + 0o5) + '\x31' + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(1131 - 1083) + '\157' + '\061' + '\062' + chr(53), 0o10), nzTpIcepk0o8('\060' + '\157' + chr(0b110010) + chr(0b110101) + chr(0b110100), 32295 - 32287), nzTpIcepk0o8('\x30' + '\x6f' + '\x32', ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\x31' + '\x31' + chr(704 - 653), 8), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(49) + '\x33' + chr(55), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + '\063' + chr(51) + '\064', 0b1000), nzTpIcepk0o8(chr(595 - 547) + chr(0b1101111) + '\x32' + '\x35' + chr(50), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + '\062' + '\x36' + chr(1929 - 1874), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110010) + chr(50), 37433 - 37425), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1894 - 1839) + chr(55), 11712 - 11704), nzTpIcepk0o8(chr(0b110000) + chr(0b1100011 + 0o14) + '\x33' + chr(1344 - 1294) + chr(0b100100 + 0o14), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(0b110010) + '\066', 0o10), nzTpIcepk0o8('\060' + chr(4469 - 4358) + chr(549 - 500) + '\x31' + '\064', 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(119 - 68) + '\067' + chr(52), 24140 - 24132), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b100101 + 0o16) + '\x32' + '\x32', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101000 + 0o7) + '\063' + chr(0b110000) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1010011 + 0o34) + chr(0b10 + 0o63), 51075 - 51067)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110101) + '\060', 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xef'), chr(0b1100100) + chr(0b1100101) + chr(99) + '\157' + chr(982 - 882) + '\145')(chr(0b1000010 + 0o63) + chr(116) + '\146' + chr(45) + chr(985 - 929)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def RAzsIRBtuc10(_R8IKF5IwAfX=RjQP07DYIdkf, fMeL_z1DIoxw=nzTpIcepk0o8(chr(48) + chr(111) + '\060', 39495 - 39487), uc4gGmjAvJP3=nzTpIcepk0o8(chr(0b11110 + 0o22) + '\x6f' + chr(0b110001), 56468 - 56460), r4zeu1khcH7g=nzTpIcepk0o8('\060' + '\157' + '\x31', 8), vLvYcLoLGuPl=nzTpIcepk0o8('\x30' + chr(111) + chr(0b100110 + 0o12), 8), euRgWTY4eBYM=nzTpIcepk0o8('\x30' + '\x6f' + '\060', 8)):
_R8IKF5IwAfX = eTQtcvwLMrPC(_R8IKF5IwAfX)
GsKhodujj4DP = r1dtBD6zLTaS(-0.5 * ((_R8IKF5IwAfX - fMeL_z1DIoxw) / uc4gGmjAvJP3) ** nzTpIcepk0o8('\x30' + chr(873 - 762) + '\x32', 8))
if vLvYcLoLGuPl:
GsKhodujj4DP = nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b101001 + 0o10), 8) - GsKhodujj4DP
GsKhodujj4DP = GsKhodujj4DP * r4zeu1khcH7g
if euRgWTY4eBYM:
GsKhodujj4DP = GsKhodujj4DP / (nDF4gVNx0u9Q.sqrt(2.0 * nDF4gVNx0u9Q.nMrXkRpTQ9Oo) * uc4gGmjAvJP3)
return GsKhodujj4DP |
noahbenson/neuropythy | neuropythy/optimize/core.py | erf | def erf(f=Ellipsis):
'''
erf(x) yields a potential function that calculates the error function over the input x. If x is
a constant, yields a constant potential function.
erf() is equivalent to erf(...), which is just the error function, calculated over its inputs.
'''
f = to_potential(f)
if is_const_potential(f): return const_potential(np.erf(f.c))
elif is_identity_potential(f): return ErfPotential()
else: return compose(ErfPotential(), f) | python | def erf(f=Ellipsis):
'''
erf(x) yields a potential function that calculates the error function over the input x. If x is
a constant, yields a constant potential function.
erf() is equivalent to erf(...), which is just the error function, calculated over its inputs.
'''
f = to_potential(f)
if is_const_potential(f): return const_potential(np.erf(f.c))
elif is_identity_potential(f): return ErfPotential()
else: return compose(ErfPotential(), f) | [
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"is"... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/optimize/core.py#L1085-L1094 | train | Returns a potential function that calculates the error function over the input x. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(2063 - 2015) + chr(0b1101111) + '\x33' + chr(0b10101 + 0o40) + chr(50), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + '\x32' + chr(849 - 797) + '\062', 0b1000), nzTpIcepk0o8('\x30' + chr(0b100001 + 0o116) + chr(0b110001) + chr(55) + chr(48), 26577 - 26569), nzTpIcepk0o8(chr(0b101001 + 0o7) + chr(0b1101111) + chr(0b110010) + '\060' + chr(437 - 384), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b10111 + 0o34) + chr(1769 - 1720), 14243 - 14235), nzTpIcepk0o8(chr(0b100000 + 0o20) + chr(4892 - 4781) + chr(49) + '\x37' + chr(0b110010), 14862 - 14854), nzTpIcepk0o8(chr(48) + chr(111) + chr(1440 - 1391) + '\063' + chr(50), 0b1000), nzTpIcepk0o8(chr(0b11001 + 0o27) + '\157' + '\x31' + chr(979 - 927) + '\x33', 33649 - 33641), nzTpIcepk0o8('\x30' + chr(6868 - 6757) + '\x32' + chr(0b11111 + 0o22), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110001) + chr(2588 - 2536) + chr(53), 0b1000), nzTpIcepk0o8(chr(442 - 394) + '\157' + '\061' + chr(0b110010) + chr(0b110100), 43020 - 43012), nzTpIcepk0o8(chr(0b110000) + chr(0b111111 + 0o60) + chr(51) + chr(48) + chr(0b100000 + 0o24), 27191 - 27183), nzTpIcepk0o8('\x30' + '\157' + chr(51) + chr(0b110101) + chr(2206 - 2153), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(1925 - 1876) + chr(2728 - 2675) + chr(1775 - 1724), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(5575 - 5464) + chr(50) + chr(2520 - 2465) + chr(0b110011), 45397 - 45389), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110001) + chr(0b10111 + 0o37) + '\x31', 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(50) + chr(1986 - 1931) + chr(48), 0b1000), nzTpIcepk0o8('\060' + chr(0b1000100 + 0o53) + '\063' + '\066' + '\064', ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\064' + '\x32', 37651 - 37643), nzTpIcepk0o8('\x30' + chr(8333 - 8222) + chr(49) + '\065' + chr(0b101101 + 0o11), 0o10), nzTpIcepk0o8('\x30' + '\157' + '\x33' + chr(0b11011 + 0o32) + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(0b1111 + 0o41) + '\x6f' + chr(0b10100 + 0o35) + chr(868 - 813) + chr(0b110110), 24947 - 24939), nzTpIcepk0o8(chr(0b110000) + chr(11132 - 11021) + '\x31' + '\060' + chr(49), ord("\x08")), nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(111) + chr(0b110001) + chr(0b10001 + 0o37) + chr(0b10 + 0o61), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101110 + 0o1) + chr(0b110001) + chr(0b10101 + 0o37) + chr(0b110010), 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(1446 - 1397) + chr(0b101110 + 0o7) + '\062', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b11110 + 0o24) + '\x31' + chr(54), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110011) + '\x32' + chr(53), 0b1000), nzTpIcepk0o8('\x30' + chr(6101 - 5990) + chr(49) + chr(48) + chr(55), 0o10), nzTpIcepk0o8(chr(1896 - 1848) + chr(0b1101111) + chr(0b110010) + chr(0b11110 + 0o23) + '\063', 32795 - 32787), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(0b1101111) + '\x37' + chr(0b10011 + 0o42), 0b1000), nzTpIcepk0o8(chr(255 - 207) + chr(0b1011011 + 0o24) + chr(50) + chr(0b110001), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x31' + '\062' + chr(0b110001), 46148 - 46140), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(51) + chr(0b11100 + 0o25) + chr(241 - 187), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110010) + '\x34' + chr(0b110000), 0b1000), nzTpIcepk0o8('\x30' + chr(6384 - 6273) + '\063' + chr(51), 0b1000), nzTpIcepk0o8('\060' + chr(1501 - 1390) + chr(49) + '\x33' + chr(49), 8), nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(111) + chr(0b1101 + 0o47) + '\066', 34245 - 34237), nzTpIcepk0o8(chr(1808 - 1760) + chr(111) + chr(1950 - 1898) + chr(0b1101 + 0o47), 0b1000), nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(0b1101111) + chr(0b1101 + 0o46) + chr(1612 - 1561), 8)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b100111 + 0o11) + '\x6f' + chr(0b110010 + 0o3) + chr(0b110000), 62117 - 62109)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xc4'), '\144' + chr(101) + chr(9686 - 9587) + chr(0b0 + 0o157) + chr(0b1011110 + 0o6) + chr(1425 - 1324))(chr(117) + chr(0b1110100) + chr(102) + '\055' + chr(0b111000 + 0o0)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def pZzPhmPwMgjA(_R8IKF5IwAfX=RjQP07DYIdkf):
_R8IKF5IwAfX = eTQtcvwLMrPC(_R8IKF5IwAfX)
if _TQS0GxsjK9t(_R8IKF5IwAfX):
return SgHYnewscXg0(roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x8f\xd0\x1e'), chr(2620 - 2520) + chr(0b1000101 + 0o40) + chr(7709 - 7610) + chr(0b1101111) + '\x64' + chr(7179 - 7078))(chr(0b1110101) + chr(8997 - 8881) + chr(102) + chr(45) + chr(56)))(roI3spqORKae(_R8IKF5IwAfX, roI3spqORKae(ES5oEprVxulp(b'\x9e\xc7-\xe8\x14M9(F?\x01\xa5'), chr(100) + '\145' + '\143' + '\x6f' + '\144' + chr(0b11101 + 0o110))('\x75' + chr(116) + chr(0b111100 + 0o52) + chr(0b100101 + 0o10) + chr(2142 - 2086)))))
elif uQ38hM9q5VI0(_R8IKF5IwAfX):
return Z1tyFxov5Naq()
else:
return OK1RLR62KIKu(Z1tyFxov5Naq(), _R8IKF5IwAfX) |
noahbenson/neuropythy | neuropythy/optimize/core.py | sigmoid | def sigmoid(f=Ellipsis, mu=0, sigma=1, scale=1, invert=False, normalize=False):
'''
sigmoid() yields a potential function that is equivalent to the integral of gaussian(), i.e.,
the error function, but scaled to match gaussian().
sigmoid(f) is equivalent to compose(sigmoid(), f).
All options that are accepted by the gaussian() function are accepted by sigmoid() with the same
default values and are handled in an equivalent manner with the exception of the invert option;
when a sigmoid is inverted, the function approaches its maximum value at -inf and approaches 0
at inf.
Note that because sigmoid() explicitly matches gaussian(), the base formula used is as follows:
f(x) = scale * sigma * sqrt(pi/2) * erf((x - mu) / (sqrt(2) * sigma))
k*sig*Sqrt[Pi/2] Erf[(x - mu)/sig/Sqrt[2]]
'''
f = to_potential(f)
F = erf((f - mu) / (sigma * np.sqrt(2.0)))
if invert: F = 1 - F
F = np.sqrt(np.pi / 2) * scale * F
if normalize: F = F / (np.sqrt(2.0*np.pi) * sigma)
return F | python | def sigmoid(f=Ellipsis, mu=0, sigma=1, scale=1, invert=False, normalize=False):
'''
sigmoid() yields a potential function that is equivalent to the integral of gaussian(), i.e.,
the error function, but scaled to match gaussian().
sigmoid(f) is equivalent to compose(sigmoid(), f).
All options that are accepted by the gaussian() function are accepted by sigmoid() with the same
default values and are handled in an equivalent manner with the exception of the invert option;
when a sigmoid is inverted, the function approaches its maximum value at -inf and approaches 0
at inf.
Note that because sigmoid() explicitly matches gaussian(), the base formula used is as follows:
f(x) = scale * sigma * sqrt(pi/2) * erf((x - mu) / (sqrt(2) * sigma))
k*sig*Sqrt[Pi/2] Erf[(x - mu)/sig/Sqrt[2]]
'''
f = to_potential(f)
F = erf((f - mu) / (sigma * np.sqrt(2.0)))
if invert: F = 1 - F
F = np.sqrt(np.pi / 2) * scale * F
if normalize: F = F / (np.sqrt(2.0*np.pi) * sigma)
return F | [
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... | sigmoid() yields a potential function that is equivalent to the integral of gaussian(), i.e.,
the error function, but scaled to match gaussian().
sigmoid(f) is equivalent to compose(sigmoid(), f).
All options that are accepted by the gaussian() function are accepted by sigmoid() with the same
default values and are handled in an equivalent manner with the exception of the invert option;
when a sigmoid is inverted, the function approaches its maximum value at -inf and approaches 0
at inf.
Note that because sigmoid() explicitly matches gaussian(), the base formula used is as follows:
f(x) = scale * sigma * sqrt(pi/2) * erf((x - mu) / (sqrt(2) * sigma))
k*sig*Sqrt[Pi/2] Erf[(x - mu)/sig/Sqrt[2]] | [
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"... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/optimize/core.py#L1095-L1115 | train | Returns a sigmoid potential function that is equivalent to the integral of gaussian function i. e. the error function with scaled scale and normalize. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(319 - 271) + '\157' + chr(51) + chr(0b1000 + 0o56) + chr(0b11 + 0o55), 20676 - 20668), nzTpIcepk0o8(chr(0b11001 + 0o27) + '\x6f' + '\062' + chr(2117 - 2068) + '\061', 0o10), nzTpIcepk0o8('\x30' + chr(1166 - 1055) + '\062' + '\x33' + chr(55), 0o10), nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(10637 - 10526) + '\x33' + '\x36' + chr(52), 30347 - 30339), nzTpIcepk0o8('\x30' + chr(4992 - 4881) + '\x33' + chr(0b110001) + '\061', 0o10), nzTpIcepk0o8(chr(0b111 + 0o51) + chr(111) + '\063' + chr(0b100010 + 0o21) + chr(414 - 364), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(2904 - 2850) + chr(2246 - 2191), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(1468 - 1417) + chr(0b110010) + chr(0b11 + 0o60), 21437 - 21429), nzTpIcepk0o8(chr(48) + '\x6f' + chr(52) + chr(0b100011 + 0o21), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(0b100111 + 0o14) + chr(2411 - 2358) + '\x31', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1100011 + 0o14) + chr(1291 - 1241), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(50) + '\062', 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(0b110011) + chr(0b101110 + 0o2) + chr(2591 - 2540), 49729 - 49721), nzTpIcepk0o8('\060' + chr(111) + chr(0b110001) + '\x34' + chr(0b110001), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(1561 - 1511) + '\x32' + chr(272 - 221), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110000 + 0o2) + '\067' + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110011) + '\x36', 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(0b101 + 0o56) + chr(54) + '\060', 8), nzTpIcepk0o8('\x30' + chr(924 - 813) + chr(0b110001) + '\065' + chr(0b11001 + 0o33), 0o10), nzTpIcepk0o8(chr(48) + chr(10758 - 10647) + chr(0b100110 + 0o15) + chr(0b10001 + 0o41) + chr(0b110001), 0o10), nzTpIcepk0o8(chr(0b101 + 0o53) + chr(8902 - 8791) + chr(0b110001) + '\x34' + chr(2638 - 2584), 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(49) + chr(54) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(993 - 945) + chr(0b100110 + 0o111) + chr(0b111 + 0o54) + '\063' + chr(0b110110), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b11100 + 0o25) + '\062', ord("\x08")), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(0b110111 + 0o70) + chr(0b1100 + 0o47) + '\x32' + '\067', 55522 - 55514), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110010) + chr(55), 21991 - 21983), nzTpIcepk0o8('\x30' + chr(7347 - 7236) + chr(0b11000 + 0o31) + chr(0b110011) + chr(0b101010 + 0o14), 0b1000), nzTpIcepk0o8(chr(426 - 378) + '\157' + '\063' + chr(49) + chr(55), 0b1000), nzTpIcepk0o8('\x30' + chr(424 - 313) + chr(0b110001) + chr(53) + chr(0b10111 + 0o32), 26494 - 26486), nzTpIcepk0o8('\x30' + chr(9209 - 9098) + '\063' + '\x31' + '\x33', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b100110 + 0o13) + chr(48) + '\065', 36269 - 36261), nzTpIcepk0o8(chr(48) + chr(0b100111 + 0o110) + chr(0b110010) + chr(0b110001) + chr(51), 44597 - 44589), nzTpIcepk0o8(chr(48) + chr(1739 - 1628) + chr(49) + chr(2072 - 2020) + '\x34', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b101 + 0o152) + chr(0b100111 + 0o13) + '\x37' + chr(0b10110 + 0o33), 0b1000), nzTpIcepk0o8('\x30' + chr(0b111100 + 0o63) + chr(49) + chr(53) + '\066', 41465 - 41457), nzTpIcepk0o8(chr(48) + chr(5157 - 5046) + '\063' + '\x34' + chr(750 - 697), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + '\062' + chr(0b100100 + 0o21) + chr(54), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1353 - 1304), 0b1000), nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(6742 - 6631) + chr(809 - 759) + '\063' + chr(0b1011 + 0o53), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x31' + chr(54), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(1015 - 967) + chr(111) + '\065' + chr(48), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xde'), '\x64' + chr(0b101100 + 0o71) + chr(0b1100011) + chr(0b1101111) + chr(7101 - 7001) + chr(101))('\165' + '\x74' + chr(102) + '\055' + chr(0b101011 + 0o15)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def GwDMumKcspsX(_R8IKF5IwAfX=RjQP07DYIdkf, fMeL_z1DIoxw=nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110000), 42155 - 42147), uc4gGmjAvJP3=nzTpIcepk0o8('\060' + chr(2269 - 2158) + '\x31', 8), r4zeu1khcH7g=nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(0b1 + 0o156) + chr(0b1111 + 0o42), 8), vLvYcLoLGuPl=nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110000), 8), euRgWTY4eBYM=nzTpIcepk0o8(chr(458 - 410) + chr(0b1011 + 0o144) + chr(1139 - 1091), 8)):
_R8IKF5IwAfX = eTQtcvwLMrPC(_R8IKF5IwAfX)
GsKhodujj4DP = pZzPhmPwMgjA((_R8IKF5IwAfX - fMeL_z1DIoxw) / (uc4gGmjAvJP3 * nDF4gVNx0u9Q.sqrt(2.0)))
if vLvYcLoLGuPl:
GsKhodujj4DP = nzTpIcepk0o8('\x30' + chr(111) + '\061', 8) - GsKhodujj4DP
GsKhodujj4DP = nDF4gVNx0u9Q.sqrt(nDF4gVNx0u9Q.nMrXkRpTQ9Oo / nzTpIcepk0o8(chr(0b11011 + 0o25) + '\x6f' + chr(0b101100 + 0o6), 8)) * r4zeu1khcH7g * GsKhodujj4DP
if euRgWTY4eBYM:
GsKhodujj4DP = GsKhodujj4DP / (nDF4gVNx0u9Q.sqrt(2.0 * nDF4gVNx0u9Q.nMrXkRpTQ9Oo) * uc4gGmjAvJP3)
return GsKhodujj4DP |
noahbenson/neuropythy | neuropythy/optimize/core.py | abs | def abs(f=Ellipsis):
'''
abs() yields a potential function equivalent to the absolute value of the input.
abs(f) yields the absolute value of the potential function f.
Note that abs has a derivative of 0 at 0; this is not mathematically correct, but it is useful
for the purposes of numerical methods. If you want traditional behavior, it is suggested that
one instead employ sqrt(f**2).
'''
f = to_potential(f)
if is_const_potential(f): return const_potential(np.abs(f.c))
elif is_identity_potential(f): return AbsPotential()
else: return compose(AbsPotential(), f) | python | def abs(f=Ellipsis):
'''
abs() yields a potential function equivalent to the absolute value of the input.
abs(f) yields the absolute value of the potential function f.
Note that abs has a derivative of 0 at 0; this is not mathematically correct, but it is useful
for the purposes of numerical methods. If you want traditional behavior, it is suggested that
one instead employ sqrt(f**2).
'''
f = to_potential(f)
if is_const_potential(f): return const_potential(np.abs(f.c))
elif is_identity_potential(f): return AbsPotential()
else: return compose(AbsPotential(), f) | [
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Note that abs has a derivative of 0 at 0; this is not mathematically correct, but it is useful
for the purposes of numerical methods. If you want traditional behavior, it is suggested that
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/optimize/core.py#L1130-L1142 | train | Returns a potential function equivalent to the absolute value of the input. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(0b1001001 + 0o46) + chr(50) + chr(0b100 + 0o61) + chr(976 - 925), 35671 - 35663), nzTpIcepk0o8(chr(0b0 + 0o60) + '\157' + chr(0b10010 + 0o37) + '\x33' + '\x36', 21686 - 21678), nzTpIcepk0o8('\060' + chr(111) + chr(777 - 724), 0b1000), nzTpIcepk0o8(chr(0b0 + 0o60) + chr(0b1000000 + 0o57) + '\065' + '\067', 16020 - 16012), nzTpIcepk0o8(chr(0b10 + 0o56) + chr(2557 - 2446) + chr(51) + chr(0b101001 + 0o10) + chr(1753 - 1704), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(49) + chr(53) + chr(0b101111 + 0o2), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(344 - 293) + chr(0b110101 + 0o0) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + '\x33' + chr(0b110111), 31922 - 31914), nzTpIcepk0o8('\060' + chr(143 - 32) + '\x32' + '\x30' + '\x33', 0b1000), nzTpIcepk0o8('\060' + chr(0b1000100 + 0o53) + '\x32' + chr(2301 - 2253), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(2255 - 2204) + chr(0b1101 + 0o52) + chr(53), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x33' + chr(49) + chr(0b100 + 0o54), 53830 - 53822), nzTpIcepk0o8('\x30' + chr(10296 - 10185) + chr(0b110001) + '\060' + '\x34', 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(49) + chr(51) + chr(1010 - 957), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b11 + 0o154) + chr(0b11001 + 0o32) + chr(799 - 747) + chr(48), ord("\x08")), nzTpIcepk0o8(chr(0b0 + 0o60) + chr(111) + chr(51) + chr(52) + '\x32', 62412 - 62404), nzTpIcepk0o8(chr(1759 - 1711) + chr(0b1101111) + chr(51) + chr(0b100001 + 0o17) + '\065', 4272 - 4264), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(49) + chr(0b100111 + 0o17) + chr(0b110101), 3918 - 3910), nzTpIcepk0o8(chr(1255 - 1207) + chr(111) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(11204 - 11093) + chr(2457 - 2407) + chr(0b100100 + 0o15), 62725 - 62717), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(0b1101111) + chr(0b110001) + chr(51) + '\067', 0b1000), nzTpIcepk0o8(chr(0b100 + 0o54) + chr(0b1101101 + 0o2) + chr(1767 - 1718) + chr(1503 - 1454) + chr(0b10010 + 0o45), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1011110 + 0o21) + '\062' + '\x30' + chr(0b1100 + 0o44), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(853 - 803) + '\061', 8), nzTpIcepk0o8('\x30' + '\x6f' + chr(1733 - 1684) + '\x30' + chr(1219 - 1170), 0b1000), nzTpIcepk0o8('\x30' + chr(0b11 + 0o154) + '\061' + chr(48) + chr(50), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110010) + chr(54) + '\x36', 18378 - 18370), nzTpIcepk0o8(chr(48) + '\x6f' + '\x33' + chr(0b110010) + chr(48), 62356 - 62348), nzTpIcepk0o8(chr(0b110000) + chr(6516 - 6405) + chr(0b110001) + chr(50) + chr(821 - 766), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + '\061' + chr(0b110011) + '\063', 12899 - 12891), nzTpIcepk0o8('\x30' + chr(0b100011 + 0o114) + chr(1645 - 1592) + chr(51), 0o10), nzTpIcepk0o8(chr(0b1 + 0o57) + '\x6f' + chr(0b1 + 0o62) + chr(2056 - 2006) + chr(0b11101 + 0o31), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b1100 + 0o46) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(2038 - 1990) + '\157' + '\061' + '\x33' + '\066', 8), nzTpIcepk0o8(chr(0b110 + 0o52) + chr(111) + '\x37' + '\x30', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(2608 - 2556), 0b1000), nzTpIcepk0o8(chr(0b10110 + 0o32) + '\x6f' + chr(0b101111 + 0o2) + '\065' + '\062', 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b101101 + 0o5) + chr(587 - 538) + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(0b1101111) + chr(0b10101 + 0o36) + chr(907 - 859) + chr(0b110000 + 0o1), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x31' + chr(0b110100) + '\x35', 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(0b1101000 + 0o7) + chr(1575 - 1522) + '\x30', 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x85'), '\144' + chr(0b100110 + 0o77) + '\143' + chr(0b100110 + 0o111) + chr(0b1100100) + '\x65')('\165' + chr(6432 - 6316) + chr(102) + '\055' + chr(0b110001 + 0o7)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def zQBGwUT7UU8L(_R8IKF5IwAfX=RjQP07DYIdkf):
_R8IKF5IwAfX = eTQtcvwLMrPC(_R8IKF5IwAfX)
if _TQS0GxsjK9t(_R8IKF5IwAfX):
return SgHYnewscXg0(roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xd1\x0fGh\xbe<\xbf(\xd6E\xc5\x84'), '\x64' + '\145' + '\x63' + chr(0b1001110 + 0o41) + chr(100) + chr(0b110100 + 0o61))(chr(0b1110101) + '\x74' + '\x66' + '\x2d' + chr(0b111000)))(roI3spqORKae(_R8IKF5IwAfX, roI3spqORKae(ES5oEprVxulp(b'\xdf;PB\x84^\x88T\xd4J\xa8\xa9'), chr(8749 - 8649) + chr(101) + chr(0b1100011) + chr(0b110111 + 0o70) + chr(329 - 229) + '\145')(chr(117) + chr(4359 - 4243) + chr(3527 - 3425) + '\x2d' + chr(0b111000)))))
elif uQ38hM9q5VI0(_R8IKF5IwAfX):
return jG9fVlKlK7Z5()
else:
return OK1RLR62KIKu(jG9fVlKlK7Z5(), _R8IKF5IwAfX) |
noahbenson/neuropythy | neuropythy/optimize/core.py | sign | def sign(f=Ellipsis):
'''
sign() yields a potential function equivalent to the sign of the input.
sign(f) yields the sign of the potential function f.
Note that sign has a derivative of 0 at all points; this is not mathematically correct, but it is
useful for the purposes of numerical methods. If you want traditional behavior, it is suggested
that one instead employ f/sqrt(f**2).
'''
f = to_potential(f)
if is_const_potential(f): return const_potential(np.sign(f.c))
elif is_identity_potential(f): return SignPotential()
else: return compose(SignPotential(), f) | python | def sign(f=Ellipsis):
'''
sign() yields a potential function equivalent to the sign of the input.
sign(f) yields the sign of the potential function f.
Note that sign has a derivative of 0 at all points; this is not mathematically correct, but it is
useful for the purposes of numerical methods. If you want traditional behavior, it is suggested
that one instead employ f/sqrt(f**2).
'''
f = to_potential(f)
if is_const_potential(f): return const_potential(np.sign(f.c))
elif is_identity_potential(f): return SignPotential()
else: return compose(SignPotential(), f) | [
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Note that sign has a derivative of 0 at all points; this is not mathematically correct, but it is
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/optimize/core.py#L1153-L1165 | train | Returns a potential function equivalent to the sign of the input. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b100000 + 0o24) + '\x31', 28849 - 28841), nzTpIcepk0o8('\x30' + chr(9410 - 9299) + '\063' + chr(0b1010 + 0o46) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\x32' + chr(0b110000), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + '\063' + chr(49) + chr(2477 - 2425), 0o10), nzTpIcepk0o8('\060' + chr(8287 - 8176) + chr(1995 - 1940) + '\x34', 0o10), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(0b100101 + 0o112) + chr(0b110101) + chr(49), ord("\x08")), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(12183 - 12072) + chr(0b10110 + 0o34) + '\x32', ord("\x08")), nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(0b1101111) + chr(0b10101 + 0o37) + chr(2525 - 2471), 27717 - 27709), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(50) + chr(50) + chr(1554 - 1500), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(49) + chr(54) + '\x36', 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(151 - 98) + chr(52), 0b1000), nzTpIcepk0o8(chr(48) + chr(7669 - 7558) + chr(0b1010 + 0o51) + '\x36' + '\x36', 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110011) + '\060' + chr(0b110110), 24160 - 24152), nzTpIcepk0o8(chr(0b110000) + chr(0b1100011 + 0o14) + chr(50) + chr(54), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(1940 - 1887) + chr(548 - 500), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\x32' + '\060' + chr(0b110101), 37535 - 37527), nzTpIcepk0o8(chr(2086 - 2038) + '\157' + chr(49) + chr(0b10111 + 0o32) + '\066', 0o10), nzTpIcepk0o8(chr(1565 - 1517) + chr(2564 - 2453) + chr(2198 - 2147) + '\x32' + chr(53), 0o10), nzTpIcepk0o8(chr(2112 - 2064) + chr(0b100000 + 0o117) + '\063' + chr(0b101 + 0o54) + '\061', 46735 - 46727), nzTpIcepk0o8('\x30' + chr(111) + chr(0b100110 + 0o21) + chr(55), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b110010) + chr(0b100110 + 0o13) + chr(1450 - 1399), 0b1000), nzTpIcepk0o8(chr(0b110 + 0o52) + '\157' + '\067' + chr(0b110111), 8), nzTpIcepk0o8(chr(1083 - 1035) + chr(0b1001011 + 0o44) + chr(0b101001 + 0o10) + chr(0b100100 + 0o14) + chr(0b100 + 0o56), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110 + 0o55) + chr(0b11010 + 0o32) + chr(53), 0o10), nzTpIcepk0o8(chr(0b11010 + 0o26) + chr(10734 - 10623) + chr(1957 - 1907) + chr(0b1110 + 0o50) + chr(471 - 418), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1110 + 0o141) + chr(49) + chr(0b1101 + 0o50) + chr(2736 - 2683), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(1687 - 1638) + chr(52) + chr(815 - 760), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(207 - 158) + chr(1501 - 1452) + chr(54), 8), nzTpIcepk0o8('\060' + '\x6f' + chr(51) + chr(0b101101 + 0o10) + chr(52), 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\065' + chr(53), 31956 - 31948), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + chr(428 - 374) + chr(1667 - 1616), 0o10), nzTpIcepk0o8(chr(2201 - 2153) + chr(0b1101111) + chr(51) + '\x34' + chr(51), 37680 - 37672), nzTpIcepk0o8(chr(0b100000 + 0o20) + chr(9540 - 9429) + chr(53) + chr(1290 - 1235), 59774 - 59766), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\062' + chr(0b10100 + 0o35) + chr(50), 55667 - 55659), nzTpIcepk0o8(chr(976 - 928) + chr(0b1101111) + chr(49) + chr(2002 - 1947) + '\x34', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061' + chr(0b110011) + chr(0b101001 + 0o16), 38657 - 38649), nzTpIcepk0o8(chr(48) + chr(0b1010000 + 0o37) + chr(49) + chr(1160 - 1108) + chr(50), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(1837 - 1788) + '\x33', 0b1000), nzTpIcepk0o8('\x30' + chr(0b101110 + 0o101) + chr(0b110001) + '\x34' + '\063', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1011011 + 0o24) + chr(50) + chr(0b110001) + '\063', 8)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110101) + chr(0b100111 + 0o11), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x0f'), '\x64' + '\145' + '\143' + chr(0b1101111) + chr(0b1100100) + '\145')(chr(11289 - 11172) + chr(4965 - 4849) + '\x66' + chr(45) + chr(0b10011 + 0o45)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def kkYdZa5PRs5b(_R8IKF5IwAfX=RjQP07DYIdkf):
_R8IKF5IwAfX = eTQtcvwLMrPC(_R8IKF5IwAfX)
if _TQS0GxsjK9t(_R8IKF5IwAfX):
return SgHYnewscXg0(roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b"J\xaaI\xa8fH'v\xc4\x05\x19\x94"), chr(999 - 899) + '\x65' + chr(0b1100011) + '\x6f' + chr(0b1100100) + '\145')(chr(117) + '\x74' + chr(3033 - 2931) + chr(875 - 830) + chr(0b0 + 0o70)))(roI3spqORKae(_R8IKF5IwAfX, roI3spqORKae(ES5oEprVxulp(b'U\xa4E\xa1q\x1eqm\xc1,y\x97'), '\x64' + chr(0b1001010 + 0o33) + chr(0b1001100 + 0o27) + chr(0b101 + 0o152) + chr(0b10100 + 0o120) + chr(101))('\165' + chr(0b1110100) + '\x66' + chr(0b101101) + '\070'))))
elif uQ38hM9q5VI0(_R8IKF5IwAfX):
return uR4IsFBK3khP()
else:
return OK1RLR62KIKu(uR4IsFBK3khP(), _R8IKF5IwAfX) |
noahbenson/neuropythy | neuropythy/optimize/core.py | signed_face_areas | def signed_face_areas(faces, axis=1):
'''
signed_face_areas(faces) yields a potential function f(x) that calculates the signed area of
each face represented by the simplices matrix faces.
If faces is None, then the parameters must arrive in the form of a flattened (n x 3 x 2) matrix
where n is the number of triangles. Otherwise, the faces matrix must be either (n x 3) or (n x 3
x s); if the former, each row must list the vertex indices for the faces where the vertex matrix
is presumed to be shaped (V x 2). Alternately, faces may be a full (n x 3 x 2) simplex array of
the indices into the parameters.
The optional argument axis (default: 1) may be set to 0 if the faces argument is a matrix but
the coordinate matrix will be (2 x V) instead of (V x 2).
'''
faces = np.asarray(faces)
if len(faces.shape) == 2:
if faces.shape[1] != 3: faces = faces.T
n = 2 * (np.max(faces) + 1)
if axis == 0: tmp = np.reshape(np.arange(n), (2,-1)).T
else: tmp = np.reshape(np.arange(n), (-1,2))
faces = np.reshape(tmp[faces.flat], (-1,3,2))
faces = faces.flatten()
return compose(TriangleSignedArea2DPotential(), part(Ellipsis, faces)) | python | def signed_face_areas(faces, axis=1):
'''
signed_face_areas(faces) yields a potential function f(x) that calculates the signed area of
each face represented by the simplices matrix faces.
If faces is None, then the parameters must arrive in the form of a flattened (n x 3 x 2) matrix
where n is the number of triangles. Otherwise, the faces matrix must be either (n x 3) or (n x 3
x s); if the former, each row must list the vertex indices for the faces where the vertex matrix
is presumed to be shaped (V x 2). Alternately, faces may be a full (n x 3 x 2) simplex array of
the indices into the parameters.
The optional argument axis (default: 1) may be set to 0 if the faces argument is a matrix but
the coordinate matrix will be (2 x V) instead of (V x 2).
'''
faces = np.asarray(faces)
if len(faces.shape) == 2:
if faces.shape[1] != 3: faces = faces.T
n = 2 * (np.max(faces) + 1)
if axis == 0: tmp = np.reshape(np.arange(n), (2,-1)).T
else: tmp = np.reshape(np.arange(n), (-1,2))
faces = np.reshape(tmp[faces.flat], (-1,3,2))
faces = faces.flatten()
return compose(TriangleSignedArea2DPotential(), part(Ellipsis, faces)) | [
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If faces is None, then the parameters must arrive in the form of a flattened (n x 3 x 2) matrix
where n is the number of triangles. Otherwise, the faces matrix must be either (n x 3) or (n x 3
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The optional argument axis (default: 1) may be set to 0 if the faces argument is a matrix but
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/optimize/core.py#L1198-L1220 | train | Returns a potential function f that calculates the signed area of each face represented by the simplices matrix faces. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(0b1011010 + 0o25) + '\061' + chr(0b110001) + chr(52), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(498 - 449) + '\063' + chr(51), ord("\x08")), nzTpIcepk0o8(chr(171 - 123) + '\x6f' + '\x32' + '\x33' + chr(53), ord("\x08")), nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(0b11101 + 0o122) + '\x31' + chr(54) + '\062', 31270 - 31262), nzTpIcepk0o8(chr(191 - 143) + '\x6f' + '\x33' + chr(49) + chr(553 - 503), 55613 - 55605), nzTpIcepk0o8('\060' + '\157' + chr(49) + chr(51) + chr(0b0 + 0o63), 8), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(7491 - 7380) + '\061' + '\x32' + chr(0b101001 + 0o10), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(200 - 151) + '\064', 16648 - 16640), nzTpIcepk0o8('\x30' + chr(11896 - 11785) + '\061' + '\x34' + '\061', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(2542 - 2431) + '\x31' + '\061' + '\x37', 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\062' + chr(1117 - 1068) + '\065', 21532 - 21524), nzTpIcepk0o8(chr(0b110000) + chr(0b110 + 0o151) + '\x36' + chr(151 - 96), 48278 - 48270), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110010) + '\x31' + chr(0b1000 + 0o50), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x31' + chr(0b10100 + 0o41) + chr(0b11000 + 0o33), 58079 - 58071), nzTpIcepk0o8(chr(48) + '\x6f' + chr(51) + chr(0b110101) + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(111) + '\x33' + '\x36' + chr(54), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(1944 - 1893) + chr(0b110010) + chr(0b11110 + 0o31), 52793 - 52785), nzTpIcepk0o8(chr(0b110000) + chr(0b101000 + 0o107) + '\061' + chr(0b11001 + 0o34), 0o10), nzTpIcepk0o8(chr(675 - 627) + '\157' + chr(0b10 + 0o60) + '\x30' + chr(0b110010), 0o10), nzTpIcepk0o8(chr(1277 - 1229) + chr(111) + chr(0b10100 + 0o35) + '\x31' + chr(0b11111 + 0o30), 8), nzTpIcepk0o8('\x30' + chr(111) + chr(50) + chr(247 - 199) + '\x32', 8), nzTpIcepk0o8(chr(0b10010 + 0o36) + chr(0b1101111) + chr(0b110001) + '\x36' + '\067', 45554 - 45546), nzTpIcepk0o8(chr(1215 - 1167) + chr(0b1000001 + 0o56) + chr(49) + chr(1245 - 1192) + chr(0b110011), 8), nzTpIcepk0o8(chr(48) + chr(111) + '\x32' + chr(49) + chr(2587 - 2533), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b11001 + 0o31) + chr(1065 - 1010) + '\067', 25603 - 25595), nzTpIcepk0o8(chr(417 - 369) + chr(0b1101111) + chr(0b100110 + 0o20) + chr(0b100 + 0o55), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110010) + chr(0b110110) + chr(0b100001 + 0o20), 0b1000), nzTpIcepk0o8(chr(2078 - 2030) + chr(0b1101111) + '\061' + chr(2749 - 2695) + '\x37', 8), nzTpIcepk0o8('\x30' + '\157' + '\062' + chr(50), 0o10), nzTpIcepk0o8('\x30' + chr(0b101101 + 0o102) + '\x32' + chr(52) + chr(679 - 629), 0o10), nzTpIcepk0o8('\060' + chr(111) + '\x35', 0b1000), nzTpIcepk0o8('\x30' + chr(8328 - 8217) + chr(0b100000 + 0o21) + chr(51) + '\x35', 2102 - 2094), nzTpIcepk0o8(chr(0b110000) + chr(2390 - 2279) + chr(51) + chr(2541 - 2487) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(53) + chr(0b10111 + 0o36), 45771 - 45763), nzTpIcepk0o8(chr(1099 - 1051) + '\x6f' + chr(2363 - 2313) + '\x32' + chr(1061 - 1011), 0b1000), nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(0b1101111) + chr(0b1010 + 0o51) + '\062' + chr(0b110100), 0o10), nzTpIcepk0o8('\x30' + chr(10488 - 10377) + chr(0b11111 + 0o23) + '\060' + chr(52), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(0b110111) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b1000 + 0o52) + chr(0b110101) + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(0b100000 + 0o20) + chr(0b1110 + 0o141) + chr(0b10010 + 0o40) + chr(1719 - 1664) + chr(0b101101 + 0o3), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(9467 - 9356) + chr(53) + chr(0b110000), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'b'), '\144' + chr(0b11000 + 0o115) + '\143' + chr(0b1101111) + chr(0b111011 + 0o51) + chr(101))(chr(117) + chr(11411 - 11295) + '\146' + chr(45) + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def RHY_VxlLj0_f(GxxcFi38ALnA, JD902pvyCLH1=nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b10001 + 0o40), 0o10)):
GxxcFi38ALnA = nDF4gVNx0u9Q.asarray(GxxcFi38ALnA)
if ftfygxgFas5X(roI3spqORKae(GxxcFi38ALnA, roI3spqORKae(ES5oEprVxulp(b" 3\xff?\xfabcM'\x18\xb5Q"), chr(8749 - 8649) + '\x65' + chr(99) + chr(0b1101111) + chr(9897 - 9797) + '\145')('\165' + chr(1548 - 1432) + chr(0b1100110) + chr(0b101101) + '\x38'))) == nzTpIcepk0o8('\x30' + '\157' + '\x32', 0o10):
if roI3spqORKae(GxxcFi38ALnA, roI3spqORKae(ES5oEprVxulp(b" 3\xff?\xfabcM'\x18\xb5Q"), chr(100) + chr(0b1100101) + chr(1276 - 1177) + chr(0b1010001 + 0o36) + chr(0b1100100) + chr(0b1100011 + 0o2))(chr(0b101100 + 0o111) + chr(0b1110100) + '\x66' + '\x2d' + '\070'))[nzTpIcepk0o8(chr(0b110000) + '\157' + '\x31', 8)] != nzTpIcepk0o8(chr(48) + '\157' + chr(51), 0o10):
GxxcFi38ALnA = GxxcFi38ALnA.hq6XE4_Nhd6R
NoZxuO7wjArS = nzTpIcepk0o8(chr(1329 - 1281) + '\157' + chr(2362 - 2312), 8) * (nDF4gVNx0u9Q.KV9ckIhroIia(GxxcFi38ALnA) + nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110001), 8))
if JD902pvyCLH1 == nzTpIcepk0o8(chr(48) + chr(0b1010000 + 0o37) + chr(0b1011 + 0o45), 0o10):
PT32xG247TS3 = nDF4gVNx0u9Q.reshape(nDF4gVNx0u9Q.arange(NoZxuO7wjArS), (nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(0b1101111) + chr(0b100111 + 0o13), 8), -nzTpIcepk0o8(chr(1274 - 1226) + chr(0b1101111) + '\061', 8))).hq6XE4_Nhd6R
else:
PT32xG247TS3 = nDF4gVNx0u9Q.reshape(nDF4gVNx0u9Q.chmI_GMU_sEi(NoZxuO7wjArS), (-nzTpIcepk0o8('\060' + chr(111) + chr(0b10001 + 0o40), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(50), 8)))
GxxcFi38ALnA = nDF4gVNx0u9Q.reshape(PT32xG247TS3[GxxcFi38ALnA.clpVTJH7YcoX], (-nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(292 - 243), 8), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110000 + 0o3), 8), nzTpIcepk0o8('\060' + chr(111) + chr(0b110010), 8)))
GxxcFi38ALnA = GxxcFi38ALnA.flatten()
return OK1RLR62KIKu(skVLA26N7TFS(), vBy4LaCHhegz(RjQP07DYIdkf, GxxcFi38ALnA)) |
noahbenson/neuropythy | neuropythy/graphics/core.py | to_rgba | def to_rgba(val):
'''
to_rgba(val) is identical to matplotlib.colors.to_rgba(val) except that it operates over lists
as well as individual elements to yield matrices of rgba values. In addition, it always yields
numpy vectors or matrices.
'''
if pimms.is_npmatrix(val) and val.shape[1] == 4: return val
try: return np.asarray(matplotlib.colors.to_rgba(val))
except Exception: return np.asarray([matplotlib.colors.to_rgba(u) for u in val]) | python | def to_rgba(val):
'''
to_rgba(val) is identical to matplotlib.colors.to_rgba(val) except that it operates over lists
as well as individual elements to yield matrices of rgba values. In addition, it always yields
numpy vectors or matrices.
'''
if pimms.is_npmatrix(val) and val.shape[1] == 4: return val
try: return np.asarray(matplotlib.colors.to_rgba(val))
except Exception: return np.asarray([matplotlib.colors.to_rgba(u) for u in val]) | [
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/graphics/core.py#L250-L258 | train | Converts a list of colors to rgba values. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b101 + 0o53) + chr(0b1101111) + chr(600 - 547) + chr(0b1000 + 0o51), 52943 - 52935), nzTpIcepk0o8(chr(2297 - 2249) + chr(111) + '\061' + chr(0b110001) + chr(0b101011 + 0o11), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(2266 - 2216) + chr(0b110101) + chr(49), 0b1000), nzTpIcepk0o8('\060' + chr(0b1010111 + 0o30) + '\062' + chr(53) + chr(49), 8), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001) + chr(52) + chr(0b100010 + 0o17), 34616 - 34608), nzTpIcepk0o8(chr(2074 - 2026) + chr(0b1101111) + '\x37' + '\067', ord("\x08")), nzTpIcepk0o8(chr(0b1 + 0o57) + chr(10174 - 10063) + '\061' + '\063' + chr(0b110111), 35416 - 35408), nzTpIcepk0o8('\060' + '\157' + '\062' + chr(49) + '\x30', 26126 - 26118), nzTpIcepk0o8(chr(0b10010 + 0o36) + '\x6f' + '\x31' + chr(2330 - 2275) + '\x37', 0b1000), nzTpIcepk0o8('\060' + '\x6f' + '\061' + chr(0b110110 + 0o0) + '\064', 0b1000), nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(111) + chr(1231 - 1177) + '\065', 0o10), nzTpIcepk0o8('\x30' + chr(0b111010 + 0o65) + '\063' + '\x33' + chr(48), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(4308 - 4197) + chr(0b11111 + 0o23) + chr(2362 - 2313) + chr(0b10011 + 0o40), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(5899 - 5788) + chr(51) + chr(53), 0o10), nzTpIcepk0o8('\x30' + chr(5094 - 4983) + chr(2195 - 2145) + '\063' + '\x36', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(723 - 672) + chr(54) + chr(0b11010 + 0o33), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\061' + chr(2448 - 2394) + chr(0b110101), 6418 - 6410), nzTpIcepk0o8(chr(752 - 704) + chr(0b1011111 + 0o20) + chr(0b110110) + '\x36', 0b1000), nzTpIcepk0o8(chr(0b1010 + 0o46) + '\x6f' + chr(49) + chr(1077 - 1022) + chr(0b1111 + 0o50), 8), nzTpIcepk0o8(chr(204 - 156) + chr(0b1101111) + chr(2392 - 2342) + chr(205 - 153) + chr(359 - 311), 0o10), nzTpIcepk0o8(chr(1740 - 1692) + chr(0b1000111 + 0o50) + '\062' + '\x32' + '\x36', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + '\061' + chr(1769 - 1719) + chr(0b10000 + 0o46), 0b1000), nzTpIcepk0o8(chr(477 - 429) + '\x6f' + '\063' + chr(0b110010) + chr(0b110111), 0o10), nzTpIcepk0o8('\060' + chr(6707 - 6596) + '\x35' + '\x32', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(8122 - 8011) + chr(0b100101 + 0o14) + chr(48) + chr(0b10011 + 0o40), 0b1000), nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(111) + chr(0b110010) + chr(0b110010) + chr(2540 - 2488), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\062' + chr(2375 - 2326), 0b1000), nzTpIcepk0o8(chr(0b1101 + 0o43) + '\x6f' + chr(1699 - 1648) + '\x35' + chr(0b110001 + 0o4), 0o10), nzTpIcepk0o8(chr(2117 - 2069) + chr(0b1101111) + chr(982 - 932) + '\061' + '\062', 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + '\063' + chr(1955 - 1903) + chr(48), 0o10), nzTpIcepk0o8(chr(635 - 587) + '\157' + chr(0b100 + 0o55) + chr(0b110110) + chr(0b110110), 27919 - 27911), nzTpIcepk0o8('\060' + chr(0b1001010 + 0o45) + chr(49) + chr(48) + chr(1294 - 1244), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110100), 0o10), nzTpIcepk0o8('\060' + '\157' + '\067' + chr(0b11001 + 0o35), ord("\x08")), nzTpIcepk0o8('\060' + chr(5821 - 5710) + chr(0b110000 + 0o1) + chr(0b110000 + 0o4) + '\x32', 64572 - 64564), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b101100 + 0o5) + chr(2234 - 2186) + '\x33', 8), nzTpIcepk0o8('\060' + '\157' + chr(1780 - 1729) + chr(916 - 868) + chr(994 - 942), ord("\x08")), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(0b1101111) + '\063' + chr(0b111 + 0o55) + chr(48), 8), nzTpIcepk0o8(chr(0b100 + 0o54) + chr(9138 - 9027) + chr(49) + '\064' + chr(2410 - 2358), 11005 - 10997), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(52) + '\060', 34120 - 34112)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(111) + chr(1760 - 1707) + chr(103 - 55), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x07'), '\x64' + chr(101) + chr(4548 - 4449) + '\157' + chr(100) + chr(4286 - 4185))(chr(117) + '\x74' + chr(102) + '\055' + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def GuldW34HMxBd(pXwvT17vr09s):
if roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'@?\xf6\xc7\x11R>\xfc\r\x1dM'), chr(0b1100100) + '\145' + chr(0b1100011) + '\157' + '\144' + '\x65')('\x75' + chr(8532 - 8416) + '\146' + '\x2d' + chr(0b111000)))(pXwvT17vr09s) and roI3spqORKae(pXwvT17vr09s, roI3spqORKae(ES5oEprVxulp(b'E$\xcb\xe4Q\x06m\xc99#\r\xbe'), '\x64' + chr(0b11111 + 0o106) + chr(99) + '\157' + chr(6958 - 6858) + chr(0b10110 + 0o117))(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(45) + chr(56)))[nzTpIcepk0o8(chr(642 - 594) + chr(0b10001 + 0o136) + chr(0b10 + 0o57), ord("\x08"))] == nzTpIcepk0o8('\x30' + chr(111) + chr(717 - 665), 8):
return pXwvT17vr09s
try:
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'H?\xc8\xdb\x13^&'), chr(100) + chr(0b1010011 + 0o22) + '\x63' + chr(12104 - 11993) + chr(8932 - 8832) + '\145')('\165' + chr(0b1110100) + '\146' + chr(621 - 576) + chr(56)))(roI3spqORKae(xrAMPSxhVYOb.colors, roI3spqORKae(ES5oEprVxulp(b']#\xf6\xdb\x06]>'), '\x64' + chr(5282 - 5181) + '\x63' + '\x6f' + chr(100) + chr(0b1100101))(chr(117) + '\164' + chr(0b110001 + 0o65) + chr(872 - 827) + chr(804 - 748)))(pXwvT17vr09s))
except zfo2Sgkz3IVJ:
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'H?\xc8\xdb\x13^&'), chr(0b1100100) + '\x65' + '\143' + chr(436 - 325) + chr(0b1100100) + chr(0b10111 + 0o116))('\165' + chr(116) + '\x66' + chr(0b11001 + 0o24) + chr(56)))([roI3spqORKae(xrAMPSxhVYOb.colors, roI3spqORKae(ES5oEprVxulp(b']#\xf6\xdb\x06]>'), chr(2585 - 2485) + chr(101) + chr(0b1011101 + 0o6) + chr(12260 - 12149) + chr(100) + '\145')(chr(8788 - 8671) + chr(0b1110100) + '\146' + chr(0b101101) + '\070'))(GRbsaHW8BT5I) for GRbsaHW8BT5I in pXwvT17vr09s]) |
noahbenson/neuropythy | neuropythy/graphics/core.py | color_overlap | def color_overlap(color1, *args):
'''
color_overlap(color1, color2...) yields the rgba value associated with overlaying color2 on top
of color1 followed by any additional colors (overlaid left to right). This respects alpha
values when calculating the results.
Note that colors may be lists of colors, in which case a matrix of RGBA values is yielded.
'''
args = list(args)
args.insert(0, color1)
rgba = np.asarray([0.5,0.5,0.5,0])
for c in args:
c = to_rgba(c)
a = c[...,3]
a0 = rgba[...,3]
if np.isclose(a0, 0).all(): rgba = np.ones(rgba.shape) * c
elif np.isclose(a, 0).all(): continue
else: rgba = times(a, c) + times(1-a, rgba)
return rgba | python | def color_overlap(color1, *args):
'''
color_overlap(color1, color2...) yields the rgba value associated with overlaying color2 on top
of color1 followed by any additional colors (overlaid left to right). This respects alpha
values when calculating the results.
Note that colors may be lists of colors, in which case a matrix of RGBA values is yielded.
'''
args = list(args)
args.insert(0, color1)
rgba = np.asarray([0.5,0.5,0.5,0])
for c in args:
c = to_rgba(c)
a = c[...,3]
a0 = rgba[...,3]
if np.isclose(a0, 0).all(): rgba = np.ones(rgba.shape) * c
elif np.isclose(a, 0).all(): continue
else: rgba = times(a, c) + times(1-a, rgba)
return rgba | [
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Note that colors may be lists of colors, in which case a matrix of RGBA values is yielded. | [
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"... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/graphics/core.py#L259-L276 | train | color_overlap yields the rgba value associated with overlaying color1 on top
of color2 followed by any additional colors overlaid left to right. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(49) + '\x33' + chr(0b11000 + 0o35), 20911 - 20903), nzTpIcepk0o8(chr(684 - 636) + chr(5242 - 5131) + chr(53) + '\x37', ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + '\x33' + chr(0b1001 + 0o52) + chr(1696 - 1646), 52977 - 52969), nzTpIcepk0o8('\060' + chr(0b101010 + 0o105) + chr(0b110001) + '\x35' + chr(48), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(51) + chr(53), 33117 - 33109), nzTpIcepk0o8('\x30' + chr(111) + chr(51) + chr(0b110011) + '\x36', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(51) + chr(0b110001) + chr(0b11011 + 0o34), 0o10), nzTpIcepk0o8(chr(2035 - 1987) + chr(111) + chr(1890 - 1841) + chr(51) + '\063', 15473 - 15465), nzTpIcepk0o8('\x30' + chr(0b1101101 + 0o2) + chr(54) + chr(51), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(1200 - 1147) + '\066', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(0b100000 + 0o21) + chr(50) + '\x31', ord("\x08")), nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(4687 - 4576) + chr(865 - 815) + chr(0b110111) + chr(52), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b110001 + 0o76) + '\x31' + chr(53) + chr(0b100101 + 0o16), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(50) + '\x33' + '\061', 31246 - 31238), nzTpIcepk0o8('\060' + chr(0b10011 + 0o134) + chr(0b101010 + 0o7) + chr(1873 - 1821) + chr(52), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(50) + chr(0b110111), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b11 + 0o154) + chr(48), 29997 - 29989), nzTpIcepk0o8(chr(1599 - 1551) + '\x6f' + '\063' + '\066' + chr(245 - 193), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + '\x31' + chr(0b110101) + '\x30', 8), nzTpIcepk0o8('\060' + chr(0b1000001 + 0o56) + '\x35' + chr(54), 8), nzTpIcepk0o8(chr(48) + chr(111) + chr(146 - 97) + '\x37' + '\062', 0b1000), nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(111) + chr(0b101101 + 0o10) + chr(0b101000 + 0o15), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(765 - 716) + chr(0b101000 + 0o12) + chr(674 - 619), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(6697 - 6586) + chr(0b11010 + 0o31) + chr(48) + '\x32', 27929 - 27921), nzTpIcepk0o8('\060' + chr(111) + chr(0b11011 + 0o30) + chr(49) + '\061', 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110011) + chr(0b1 + 0o63) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\x31' + chr(0b0 + 0o67), 19702 - 19694), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(12291 - 12180) + '\062' + '\065' + chr(48), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(2383 - 2333) + chr(0b100110 + 0o12) + chr(2316 - 2266), 43784 - 43776), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(211 - 162) + chr(772 - 723) + chr(50), 8614 - 8606), nzTpIcepk0o8('\060' + chr(0b1101010 + 0o5) + chr(0b110011) + chr(802 - 754) + chr(54), 59218 - 59210), nzTpIcepk0o8('\060' + chr(9360 - 9249) + chr(2416 - 2366) + chr(53) + chr(1444 - 1395), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b11100 + 0o123) + '\062' + chr(0b110001) + '\x35', 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(50) + '\066' + chr(49), 36527 - 36519), nzTpIcepk0o8(chr(0b11 + 0o55) + '\157' + chr(0b110010) + '\064', 0b1000), nzTpIcepk0o8(chr(0b11111 + 0o21) + '\157' + '\062' + '\065' + chr(0b110101), 62143 - 62135), nzTpIcepk0o8('\060' + chr(0b101101 + 0o102) + '\065' + chr(0b110 + 0o55), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\062' + chr(140 - 88) + chr(48), 0b1000), nzTpIcepk0o8(chr(0b101110 + 0o2) + '\x6f' + chr(632 - 581) + '\063' + chr(48), 0b1000), nzTpIcepk0o8(chr(1948 - 1900) + chr(0b1010110 + 0o31) + chr(0b110010) + '\x33' + chr(490 - 437), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b1000 + 0o50) + '\157' + '\065' + chr(0b11 + 0o55), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b's'), chr(0b111100 + 0o50) + chr(0b1001010 + 0o33) + chr(0b1100011) + chr(11233 - 11122) + chr(0b111101 + 0o47) + chr(0b1100101))(chr(0b100 + 0o161) + chr(0b100011 + 0o121) + '\146' + '\x2d' + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def _51MEIK4AjQJ(hJJ2aVfSUV3F, *eemPYp2vtTSr):
eemPYp2vtTSr = H4NoA26ON7iG(eemPYp2vtTSr)
roI3spqORKae(eemPYp2vtTSr, roI3spqORKae(ES5oEprVxulp(b'4A\xa9\ro\xaa'), chr(0b10111 + 0o115) + chr(9762 - 9661) + chr(0b1100011 + 0o0) + '\157' + chr(100) + chr(2424 - 2323))(chr(0b101011 + 0o112) + '\164' + '\146' + chr(0b101000 + 0o5) + chr(1386 - 1330)))(nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(0b10010 + 0o135) + '\060', 8), hJJ2aVfSUV3F)
KMXdyiAxodHq = nDF4gVNx0u9Q.asarray([0.5, 0.5, 0.5, nzTpIcepk0o8(chr(325 - 277) + chr(0b1101111) + chr(731 - 683), 8)])
for teUmM7cKWZUa in eemPYp2vtTSr:
teUmM7cKWZUa = GuldW34HMxBd(teUmM7cKWZUa)
AQ9ceR9AaoT1 = teUmM7cKWZUa[..., nzTpIcepk0o8(chr(1465 - 1417) + '\157' + chr(0b10111 + 0o34), ord("\x08"))]
D58E0u829xTt = KMXdyiAxodHq[..., nzTpIcepk0o8('\060' + chr(111) + '\x33', 8)]
if roI3spqORKae(nDF4gVNx0u9Q.isclose(D58E0u829xTt, nzTpIcepk0o8('\060' + chr(4824 - 4713) + '\x30', 8)), roI3spqORKae(ES5oEprVxulp(b'<C\xb6'), chr(100) + chr(0b1011010 + 0o13) + '\143' + chr(6466 - 6355) + '\x64' + '\x65')('\165' + '\164' + chr(5187 - 5085) + '\055' + chr(0b111000)))():
KMXdyiAxodHq = nDF4gVNx0u9Q.rYPkZ8_2D0X1(KMXdyiAxodHq.lhbM092AFW8f) * teUmM7cKWZUa
elif roI3spqORKae(nDF4gVNx0u9Q.isclose(AQ9ceR9AaoT1, nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b100100 + 0o14), 8)), roI3spqORKae(ES5oEprVxulp(b'<C\xb6'), chr(0b1010100 + 0o20) + chr(0b1100101) + chr(5414 - 5315) + chr(0b1101111) + chr(100) + '\145')(chr(0b1110101) + chr(1001 - 885) + chr(0b1100110) + chr(45) + chr(2455 - 2399)))():
continue
else:
KMXdyiAxodHq = wV5dGZrosDy4(AQ9ceR9AaoT1, teUmM7cKWZUa) + wV5dGZrosDy4(nzTpIcepk0o8(chr(48) + chr(7733 - 7622) + '\x31', 0b1000) - AQ9ceR9AaoT1, KMXdyiAxodHq)
return KMXdyiAxodHq |
noahbenson/neuropythy | neuropythy/graphics/core.py | retino_colors | def retino_colors(vcolorfn, *args, **kwargs):
'See eccen_colors, angle_colors, sigma_colors, and varea_colors.'
if len(args) == 0:
def _retino_color_pass(*args, **new_kwargs):
return retino_colors(vcolorfn, *args,
**{k:(new_kwargs[k] if k in new_kwargs else kwargs[k])
for k in set(kwargs.keys() + new_kwargs.keys())})
return _retino_color_pass
elif len(args) > 1:
raise ValueError('retinotopy color functions accepts at most one argument')
m = args[0]
# we need to handle the arguments
if isinstance(m, (geo.VertexSet, pimms.ITable)):
tbl = m.properties if isinstance(m, geo.VertexSet) else m
n = tbl.row_count
# if the weight or property arguments are lists, we need to thread these along
if 'property' in kwargs:
props = kwargs['property']
del kwargs['property']
if not (pimms.is_vector(props) or pimms.is_matrix(props)):
props = [props for _ in range(n)]
else: props = None
if 'weight' in kwargs:
ws = kwargs['weight']
del kwargs['weight']
if not pimms.is_vector(ws) and not pimms.is_matrix(ws): ws = [ws for _ in range(n)]
else: ws = None
vcolorfn0 = vcolorfn(Ellipsis, **kwargs) if len(kwargs) > 0 else vcolorfn
if props is None and ws is None: vcfn = lambda m,k:vcolorfn0(m)
elif props is None: vcfn = lambda m,k:vcolorfn0(m, weight=ws[k])
elif ws is None: vcfn = lambda m,k:vcolorfn0(m, property=props[k])
else: vcfn = lambda m,k:vcolorfn0(m, property=props[k], weight=ws[k])
return np.asarray([vcfn(r,kk) for (kk,r) in enumerate(tbl.rows)])
else:
return vcolorfn(m, **kwargs) | python | def retino_colors(vcolorfn, *args, **kwargs):
'See eccen_colors, angle_colors, sigma_colors, and varea_colors.'
if len(args) == 0:
def _retino_color_pass(*args, **new_kwargs):
return retino_colors(vcolorfn, *args,
**{k:(new_kwargs[k] if k in new_kwargs else kwargs[k])
for k in set(kwargs.keys() + new_kwargs.keys())})
return _retino_color_pass
elif len(args) > 1:
raise ValueError('retinotopy color functions accepts at most one argument')
m = args[0]
# we need to handle the arguments
if isinstance(m, (geo.VertexSet, pimms.ITable)):
tbl = m.properties if isinstance(m, geo.VertexSet) else m
n = tbl.row_count
# if the weight or property arguments are lists, we need to thread these along
if 'property' in kwargs:
props = kwargs['property']
del kwargs['property']
if not (pimms.is_vector(props) or pimms.is_matrix(props)):
props = [props for _ in range(n)]
else: props = None
if 'weight' in kwargs:
ws = kwargs['weight']
del kwargs['weight']
if not pimms.is_vector(ws) and not pimms.is_matrix(ws): ws = [ws for _ in range(n)]
else: ws = None
vcolorfn0 = vcolorfn(Ellipsis, **kwargs) if len(kwargs) > 0 else vcolorfn
if props is None and ws is None: vcfn = lambda m,k:vcolorfn0(m)
elif props is None: vcfn = lambda m,k:vcolorfn0(m, weight=ws[k])
elif ws is None: vcfn = lambda m,k:vcolorfn0(m, property=props[k])
else: vcfn = lambda m,k:vcolorfn0(m, property=props[k], weight=ws[k])
return np.asarray([vcfn(r,kk) for (kk,r) in enumerate(tbl.rows)])
else:
return vcolorfn(m, **kwargs) | [
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"varea_colors",
"."
] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/graphics/core.py#L482-L516 | train | See eccen_colors angle_colors sigma_colors and varea_colors. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(0b1010010 + 0o35) + '\061' + chr(0b11101 + 0o25), 0o10), nzTpIcepk0o8('\060' + chr(0b1100000 + 0o17) + chr(0b100100 + 0o17) + chr(0b110010) + '\061', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b111110 + 0o61) + '\x31' + chr(54) + '\x30', 20682 - 20674), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(49) + chr(1253 - 1201) + chr(0b100110 + 0o21), 59203 - 59195), nzTpIcepk0o8(chr(48) + chr(7964 - 7853) + '\063' + chr(0b1101 + 0o43) + chr(48), 59061 - 59053), nzTpIcepk0o8(chr(284 - 236) + chr(111) + chr(0b110011) + chr(2433 - 2379) + chr(0b100110 + 0o14), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b101010 + 0o105) + chr(50) + chr(0b110110), 0o10), nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(0b1101111) + chr(0b110010) + '\x32' + chr(0b1111 + 0o46), 24160 - 24152), nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(111) + chr(0b110011) + '\x37' + '\x32', 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(0b110001) + chr(0b11100 + 0o26) + chr(0b100110 + 0o12), 48979 - 48971), nzTpIcepk0o8(chr(83 - 35) + '\157' + chr(2097 - 2046) + chr(0b100110 + 0o12) + chr(49), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b10000 + 0o137) + chr(0b101111 + 0o2) + '\062' + chr(50), 28183 - 28175), nzTpIcepk0o8('\x30' + '\157' + chr(0b101000 + 0o12) + chr(0b110110) + chr(54), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001) + '\066' + '\061', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1001010 + 0o45) + chr(0b11001 + 0o31) + '\x37' + chr(49), ord("\x08")), nzTpIcepk0o8(chr(1274 - 1226) + chr(111) + '\061' + '\x34' + chr(49), 0b1000), nzTpIcepk0o8(chr(169 - 121) + '\x6f' + '\066' + chr(51), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b11100 + 0o123) + chr(152 - 101), 53301 - 53293), nzTpIcepk0o8(chr(48) + chr(111) + chr(810 - 761) + '\064' + '\x35', 57087 - 57079), nzTpIcepk0o8(chr(1314 - 1266) + chr(111) + chr(0b11110 + 0o24) + chr(0b101001 + 0o14), 0b1000), nzTpIcepk0o8(chr(0b10111 + 0o31) + chr(0b11011 + 0o124) + '\063' + chr(1824 - 1773), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x31' + chr(0b101000 + 0o10) + chr(0b110001), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(866 - 817) + chr(0b110010 + 0o1) + chr(0b110001 + 0o5), ord("\x08")), nzTpIcepk0o8(chr(1858 - 1810) + chr(0b1111 + 0o140) + '\x33' + chr(0b110101) + chr(0b110010), 0b1000), nzTpIcepk0o8('\060' + chr(6204 - 6093) + '\063' + chr(0b11011 + 0o27), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + '\067' + '\065', 0o10), nzTpIcepk0o8(chr(657 - 609) + '\x6f' + chr(2404 - 2354) + '\x31' + '\x34', 0b1000), nzTpIcepk0o8('\x30' + chr(111) + '\x37' + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(0b100011 + 0o15) + '\x6f' + chr(0b110001) + chr(55) + '\x34', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b100000 + 0o22) + '\061' + '\x31', 51760 - 51752), nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(111) + chr(49) + chr(51), 0b1000), nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(0b1101111) + chr(0b110000 + 0o2) + chr(0b110000 + 0o6) + chr(0b100110 + 0o20), 8), nzTpIcepk0o8('\x30' + chr(111) + chr(1355 - 1306) + '\064' + '\x30', ord("\x08")), nzTpIcepk0o8(chr(1095 - 1047) + chr(0b1101111) + chr(0b110001) + chr(54) + chr(51), 56896 - 56888), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(165 - 116) + chr(0b1101 + 0o51) + chr(48), 8), nzTpIcepk0o8('\x30' + chr(111) + chr(0b1000 + 0o51) + chr(53) + chr(0b10100 + 0o40), 573 - 565), nzTpIcepk0o8('\x30' + chr(0b11100 + 0o123) + chr(0b110001) + '\x34' + chr(0b10000 + 0o41), 8), nzTpIcepk0o8('\x30' + '\x6f' + '\062' + chr(599 - 549) + chr(52), 0o10), nzTpIcepk0o8(chr(48) + chr(10707 - 10596) + chr(0b10111 + 0o33) + '\060' + chr(0b110101), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + '\x32' + chr(0b0 + 0o65) + '\060', ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + chr(111) + chr(0b11110 + 0o27) + chr(528 - 480), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'$'), '\144' + chr(4499 - 4398) + chr(0b100000 + 0o103) + chr(2598 - 2487) + '\x64' + '\145')('\165' + chr(0b1110100) + chr(102) + '\x2d' + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def eVL91AvL0228(CYB6MGd8dZrV, *eemPYp2vtTSr, **q5n0sHDDTy90):
if ftfygxgFas5X(eemPYp2vtTSr) == nzTpIcepk0o8(chr(917 - 869) + chr(0b11100 + 0o123) + '\x30', ord("\x08")):
def jLaddM9Hwm2q(*eemPYp2vtTSr, **q8iEVNeiL2KP):
return eVL91AvL0228(CYB6MGd8dZrV, *eemPYp2vtTSr, **{B6UAF1zReOyJ: q8iEVNeiL2KP[B6UAF1zReOyJ] if B6UAF1zReOyJ in q8iEVNeiL2KP else q5n0sHDDTy90[B6UAF1zReOyJ] for B6UAF1zReOyJ in Bvi71nNyvlqO(roI3spqORKae(q5n0sHDDTy90, roI3spqORKae(ES5oEprVxulp(b'a\xb4\t\x14'), chr(0b1 + 0o143) + chr(0b1010100 + 0o21) + '\143' + '\x6f' + chr(0b1010 + 0o132) + chr(3086 - 2985))(chr(3795 - 3678) + chr(116) + chr(0b11001 + 0o115) + chr(1025 - 980) + chr(1578 - 1522)))() + roI3spqORKae(q8iEVNeiL2KP, roI3spqORKae(ES5oEprVxulp(b'a\xb4\t\x14'), chr(0b101111 + 0o65) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(5361 - 5245) + '\x66' + chr(0b101101) + chr(56)))())})
return jLaddM9Hwm2q
elif ftfygxgFas5X(eemPYp2vtTSr) > nzTpIcepk0o8(chr(48) + chr(111) + chr(0b11000 + 0o31), 0o10):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'x\xb4\x04\x0e\xae\x9db\xfa\x8a)\xe11\xd9\x1d\xd6\x13\x13e\x10{x57\x85tN\xacZ\x1f\xean\xc6\x14\x00P\r\x15\xb4\xe8\xc7y\xa5P\x08\xae\x976\xf4\x887\xb4?\xd3\x1f\xcd'), '\x64' + chr(0b1000010 + 0o43) + '\143' + '\157' + chr(0b1100100) + '\145')(chr(0b1110101) + chr(0b1110100) + '\x66' + '\055' + chr(0b100101 + 0o23)))
tF75nqoNENFL = eemPYp2vtTSr[nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(0b1010111 + 0o30) + '\060', 8)]
if suIjIS24Zkqw(tF75nqoNENFL, (roI3spqORKae(GZNMH8A4U3yp, roI3spqORKae(ES5oEprVxulp(b'\\\xb4\x02\x13\xa5\x8aE\xf0\x8e'), chr(100) + chr(0b1010000 + 0o25) + chr(0b100001 + 0o102) + chr(0b1101111) + chr(544 - 444) + '\x65')(chr(0b1100011 + 0o22) + chr(0b1000001 + 0o63) + chr(0b1100110) + '\055' + chr(1965 - 1909))), roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'C\x85\x11\x05\xac\x97'), '\144' + '\x65' + '\x63' + chr(111) + '\x64' + '\x65')('\x75' + chr(116) + chr(102) + chr(45) + '\x38')))):
nJ2Kaz8maxAX = tF75nqoNENFL.UtZvTnutzMHg if suIjIS24Zkqw(tF75nqoNENFL, GZNMH8A4U3yp.VertexSet) else tF75nqoNENFL
NoZxuO7wjArS = nJ2Kaz8maxAX.y5i9L1QgPTK3
if roI3spqORKae(ES5oEprVxulp(b'z\xa3\x1f\x17\xa5\x80b\xec'), chr(0b1000010 + 0o42) + '\x65' + chr(0b1100011) + '\x6f' + chr(0b1100100) + '\145')('\x75' + chr(0b111001 + 0o73) + chr(756 - 654) + chr(0b101101) + '\070') in q5n0sHDDTy90:
QZqj8fCwMAhT = q5n0sHDDTy90[roI3spqORKae(ES5oEprVxulp(b'z\xa3\x1f\x17\xa5\x80b\xec'), chr(0b1100100) + '\x65' + chr(0b111100 + 0o47) + chr(0b1101111) + chr(100) + chr(101))(chr(0b1110101) + chr(0b101011 + 0o111) + chr(3047 - 2945) + '\x2d' + chr(56))]
del q5n0sHDDTy90[roI3spqORKae(ES5oEprVxulp(b'z\xa3\x1f\x17\xa5\x80b\xec'), chr(0b11000 + 0o114) + chr(9688 - 9587) + chr(9796 - 9697) + '\157' + chr(0b1100100) + '\x65')('\x75' + chr(480 - 364) + chr(3598 - 3496) + chr(45) + chr(56))]
if not (roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'c\xa2/\x11\xa5\x91b\xfa\x88'), chr(0b1100100) + '\x65' + '\143' + chr(0b1101111) + chr(100) + chr(6139 - 6038))('\165' + chr(5335 - 5219) + chr(102) + chr(1410 - 1365) + chr(56)))(QZqj8fCwMAhT) or roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'c\xa2/\n\xa1\x86d\xfc\x82'), chr(100) + '\x65' + chr(0b1001001 + 0o32) + chr(0b1101111) + chr(100) + chr(0b1010011 + 0o22))(chr(117) + chr(116) + chr(0b111011 + 0o53) + chr(0b101101) + chr(230 - 174)))(QZqj8fCwMAhT)):
QZqj8fCwMAhT = [QZqj8fCwMAhT for zIqcgNgQ9U6F in bbT2xIe5pzk7(NoZxuO7wjArS)]
else:
QZqj8fCwMAhT = None
if roI3spqORKae(ES5oEprVxulp(b'}\xb4\x19\x00\xa8\x86'), chr(0b1100100) + '\145' + chr(0b1100011) + '\157' + '\144' + chr(101))(chr(307 - 190) + chr(0b11110 + 0o126) + chr(5186 - 5084) + '\x2d' + '\x38') in q5n0sHDDTy90:
i_EO7JFAVLSs = q5n0sHDDTy90[roI3spqORKae(ES5oEprVxulp(b'}\xb4\x19\x00\xa8\x86'), chr(0b10000 + 0o124) + chr(0b1100101) + '\x63' + chr(11336 - 11225) + chr(0b1100100) + '\x65')(chr(7565 - 7448) + chr(0b1110100) + '\x66' + chr(1283 - 1238) + '\x38')]
del q5n0sHDDTy90[roI3spqORKae(ES5oEprVxulp(b'}\xb4\x19\x00\xa8\x86'), chr(1955 - 1855) + chr(0b100001 + 0o104) + chr(0b1100011) + chr(1932 - 1821) + '\x64' + chr(7094 - 6993))(chr(0b1010111 + 0o36) + chr(0b111001 + 0o73) + '\146' + chr(45) + '\x38')]
if not roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'c\xa2/\x11\xa5\x91b\xfa\x88'), '\x64' + '\145' + chr(0b1011110 + 0o5) + '\157' + '\144' + chr(0b1100101))(chr(0b10100 + 0o141) + chr(116) + chr(102) + chr(45) + '\070'))(i_EO7JFAVLSs) and (not roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'c\xa2/\n\xa1\x86d\xfc\x82'), chr(0b1000000 + 0o44) + '\145' + chr(0b1100011) + chr(111) + chr(7896 - 7796) + chr(0b1100101))(chr(0b1110101) + '\164' + chr(0b101100 + 0o72) + '\x2d' + chr(56)))(i_EO7JFAVLSs)):
i_EO7JFAVLSs = [i_EO7JFAVLSs for zIqcgNgQ9U6F in bbT2xIe5pzk7(NoZxuO7wjArS)]
else:
i_EO7JFAVLSs = None
UX3DUU1GRg0Y = CYB6MGd8dZrV(RjQP07DYIdkf, **q5n0sHDDTy90) if ftfygxgFas5X(q5n0sHDDTy90) > nzTpIcepk0o8(chr(0b100111 + 0o11) + '\x6f' + '\060', 8) else CYB6MGd8dZrV
if QZqj8fCwMAhT is None and i_EO7JFAVLSs is None:
def KYSPjv2YYtGA(tF75nqoNENFL, B6UAF1zReOyJ):
return UX3DUU1GRg0Y(tF75nqoNENFL)
elif QZqj8fCwMAhT is None:
def KYSPjv2YYtGA(tF75nqoNENFL, B6UAF1zReOyJ):
return UX3DUU1GRg0Y(tF75nqoNENFL, weight=i_EO7JFAVLSs[B6UAF1zReOyJ])
elif i_EO7JFAVLSs is None:
def KYSPjv2YYtGA(tF75nqoNENFL, B6UAF1zReOyJ):
return UX3DUU1GRg0Y(tF75nqoNENFL, property=QZqj8fCwMAhT[B6UAF1zReOyJ])
else:
def KYSPjv2YYtGA(tF75nqoNENFL, B6UAF1zReOyJ):
return UX3DUU1GRg0Y(tF75nqoNENFL, property=QZqj8fCwMAhT[B6UAF1zReOyJ], weight=i_EO7JFAVLSs[B6UAF1zReOyJ])
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'k\xa2\x11\x15\xb2\x93o'), chr(9176 - 9076) + chr(0b1100101) + chr(0b1100011) + chr(0b1000111 + 0o50) + chr(4033 - 3933) + '\145')(chr(0b1110101) + '\x74' + chr(0b110110 + 0o60) + chr(45) + chr(56)))([KYSPjv2YYtGA(LCrwg7lcbmU9, kh8Rprxl44kg) for (kh8Rprxl44kg, LCrwg7lcbmU9) in _kV_Bomx8PZ4(roI3spqORKae(nJ2Kaz8maxAX, roI3spqORKae(ES5oEprVxulp(b"K\x84'8\x83\xb8\\\xdf\xa2\x1b\xaa3"), '\x64' + chr(0b1011111 + 0o6) + chr(3070 - 2971) + chr(0b1101111) + '\x64' + chr(101))('\x75' + chr(0b1100101 + 0o17) + chr(0b1100110) + chr(45) + chr(0b101100 + 0o14))))])
else:
return CYB6MGd8dZrV(tF75nqoNENFL, **q5n0sHDDTy90) |
noahbenson/neuropythy | neuropythy/graphics/core.py | guess_cortex_cmap | def guess_cortex_cmap(pname):
'''
guess_cortex_cmap(proptery_name) yields a tuple (cmap, (vmin, vmax)) of a cortical color map
appropriate to the given property name and the suggested value scaling for the cmap. If the
given property is not a string or is not recognized then the log_eccentricity axis is used
and the suggested vmin and vmax are None.
'''
if not pimms.is_str(pname): return (log_eccentricity, None, None)
if pname in colormaps: return colormaps[pname]
# check each manually
for (k,v) in six.iteritems(colormaps):
if pname.endswith(k): return v
for (k,v) in six.iteritems(colormaps):
if pname.startswith(k): return v
return (log_eccentricity, None, None) | python | def guess_cortex_cmap(pname):
'''
guess_cortex_cmap(proptery_name) yields a tuple (cmap, (vmin, vmax)) of a cortical color map
appropriate to the given property name and the suggested value scaling for the cmap. If the
given property is not a string or is not recognized then the log_eccentricity axis is used
and the suggested vmin and vmax are None.
'''
if not pimms.is_str(pname): return (log_eccentricity, None, None)
if pname in colormaps: return colormaps[pname]
# check each manually
for (k,v) in six.iteritems(colormaps):
if pname.endswith(k): return v
for (k,v) in six.iteritems(colormaps):
if pname.startswith(k): return v
return (log_eccentricity, None, None) | [
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ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(0b1101111) + '\x33' + '\060' + chr(0b11110 + 0o25), 18437 - 18429), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110010) + '\x37' + chr(0b110010 + 0o2), 23241 - 23233), nzTpIcepk0o8('\060' + chr(111) + '\063' + chr(48) + chr(0b10001 + 0o40), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\063' + chr(49) + chr(986 - 936), ord("\x08")), nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(0b101011 + 0o104) + chr(1444 - 1393) + chr(1595 - 1547) + '\061', 8), nzTpIcepk0o8(chr(0b110000) + chr(961 - 850) + '\x32' + '\061' + chr(0b110101), ord("\x08")), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(0b1101111) + '\062' + '\x32' + chr(51), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(54) + '\063', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1100101 + 0o12) + chr(0b110011) + chr(0b110001 + 0o1) + '\x32', 0b1000), nzTpIcepk0o8('\x30' + '\157' + '\063' + '\x36' + chr(0b110111), 0o10), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(0b1011101 + 0o22) + chr(0b100010 + 0o21), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b10111 + 0o37) + chr(0b110101), 37683 - 37675), nzTpIcepk0o8(chr(136 - 88) + chr(111) + '\x34' + chr(1941 - 1887), 0b1000), nzTpIcepk0o8(chr(48) + chr(4917 - 4806) + chr(0b110001) + '\063' + chr(53), ord("\x08")), nzTpIcepk0o8(chr(308 - 260) + chr(0b1101111) + chr(0b110001) + chr(2200 - 2151) + chr(0b110000), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(49) + chr(0b101 + 0o54) + chr(55), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1010 + 0o145) + chr(0b110001) + '\x35' + chr(1128 - 1075), ord("\x08")), nzTpIcepk0o8(chr(734 - 686) + chr(0b1101111) + '\066', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(51) + chr(0b101111 + 0o6) + chr(2099 - 2048), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1010001 + 0o36) + chr(0b110001) + chr(51) + '\060', 38420 - 38412), nzTpIcepk0o8('\x30' + chr(0b100 + 0o153) + chr(51) + chr(53) + chr(2226 - 2171), 26847 - 26839), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(49) + chr(49) + chr(1401 - 1353), 8), nzTpIcepk0o8(chr(632 - 584) + chr(0b1000111 + 0o50) + chr(0b10010 + 0o40) + '\x30' + chr(0b110011), 9031 - 9023), nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(0b1101111) + chr(0b11111 + 0o22) + '\067' + chr(0b11101 + 0o30), 0o10), nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(111) + chr(291 - 237) + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b101010 + 0o105) + chr(51) + '\x30' + chr(0b110011), 8), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(50) + chr(0b110010) + '\065', 48020 - 48012), nzTpIcepk0o8('\060' + chr(0b1000000 + 0o57) + '\064' + chr(50), 16543 - 16535), nzTpIcepk0o8(chr(0b10 + 0o56) + chr(0b1101111) + '\062' + chr(0b101000 + 0o10) + '\067', 35159 - 35151), nzTpIcepk0o8('\060' + chr(8101 - 7990) + chr(0b110011) + chr(0b101010 + 0o7) + chr(53), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(51) + chr(500 - 449) + chr(280 - 230), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(49) + chr(0b110101) + chr(0b11010 + 0o30), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b101011 + 0o6) + chr(52), 0b1000), nzTpIcepk0o8('\060' + chr(0b101001 + 0o106) + chr(0b111 + 0o53) + '\063' + chr(0b101010 + 0o11), 30365 - 30357), nzTpIcepk0o8(chr(1317 - 1269) + '\x6f' + chr(1051 - 1001) + chr(428 - 378) + chr(0b10101 + 0o36), 8), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(49) + chr(187 - 138) + '\061', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b110000 + 0o77) + chr(49) + chr(55) + chr(1417 - 1366), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110010) + '\x30' + chr(1420 - 1369), 8), nzTpIcepk0o8('\060' + chr(9638 - 9527) + chr(0b110001) + chr(650 - 599) + '\x31', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1000011 + 0o54) + chr(1891 - 1840) + chr(0b11001 + 0o27) + '\x35', ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1227 - 1174) + '\x30', 55188 - 55180)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xed'), chr(4995 - 4895) + chr(101) + chr(99) + chr(111) + '\144' + chr(101))(chr(4788 - 4671) + '\164' + chr(102) + '\055' + chr(0b110011 + 0o5)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def jbB5gsT6yBjb(PBnpQrxuz6xP):
if not roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\xaa\xcf\x9e\xb9\xb5\xff'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(117) + chr(116) + chr(102) + chr(0b11000 + 0o25) + chr(0b111000)))(PBnpQrxuz6xP):
return (KLIguoTmMzO3, None, None)
if PBnpQrxuz6xP in JIeMVqpovj_u:
return JIeMVqpovj_u[PBnpQrxuz6xP]
for (B6UAF1zReOyJ, r7AA1pbLjb44) in roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b'\xb7\xdf\x92\xa1\xab\xee\xe1\x7f\xb9\x84h\x04'), chr(0b1100100) + '\x65' + '\x63' + chr(6377 - 6266) + chr(0b1100000 + 0o4) + chr(0b111101 + 0o50))('\165' + chr(0b1110100) + chr(0b1100110) + '\055' + chr(0b111000)))(JIeMVqpovj_u):
if roI3spqORKae(PBnpQrxuz6xP, roI3spqORKae(ES5oEprVxulp(b'\x8a\x85\xa7\x81\x88\xce\xd2\x7f\xb3\x82IG'), '\x64' + chr(0b1110 + 0o127) + chr(99) + chr(2330 - 2219) + chr(100) + chr(0b1100101))(chr(0b1110101) + '\x74' + '\146' + chr(0b1111 + 0o36) + '\x38'))(B6UAF1zReOyJ):
return r7AA1pbLjb44
for (B6UAF1zReOyJ, r7AA1pbLjb44) in roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b'\xb7\xdf\x92\xa1\xab\xee\xe1\x7f\xb9\x84h\x04'), chr(0b100110 + 0o76) + '\145' + chr(0b1100011) + '\157' + chr(0b1100100) + chr(101))('\165' + chr(9483 - 9367) + '\x66' + chr(0b10110 + 0o27) + '\x38'))(JIeMVqpovj_u):
if roI3spqORKae(PBnpQrxuz6xP, roI3spqORKae(ES5oEprVxulp(b'\xb0\xc8\xa0\xb8\xb5\xfe\xe4Z\xa6\x9f'), chr(100) + chr(101) + '\x63' + chr(0b1100010 + 0o15) + '\x64' + chr(9001 - 8900))(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(0b1100 + 0o41) + chr(679 - 623)))(B6UAF1zReOyJ):
return r7AA1pbLjb44
return (KLIguoTmMzO3, None, None) |
noahbenson/neuropythy | neuropythy/graphics/core.py | apply_cmap | def apply_cmap(zs, cmap, vmin=None, vmax=None):
'''
apply_cmap(z, cmap) applies the given cmap to the values in z; if vmin and/or vmad are passed,
they are used to scale z.
'''
if vmin is None: vmin = np.min(zs)
if vmax is None: vmax = np.max(zs)
if pimms.is_str(cmap): cmap = matplotlib.cm.get_cmap(cmap)
return cmap((zs - vmin) / (vmax - vmin)) | python | def apply_cmap(zs, cmap, vmin=None, vmax=None):
'''
apply_cmap(z, cmap) applies the given cmap to the values in z; if vmin and/or vmad are passed,
they are used to scale z.
'''
if vmin is None: vmin = np.min(zs)
if vmax is None: vmax = np.max(zs)
if pimms.is_str(cmap): cmap = matplotlib.cm.get_cmap(cmap)
return cmap((zs - vmin) / (vmax - vmin)) | [
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/graphics/core.py#L630-L638 | train | Apply a colormap to the values in z. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + '\x6f' + '\061' + chr(52) + chr(50), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(51) + chr(1803 - 1755) + chr(50), 0b1000), nzTpIcepk0o8(chr(1554 - 1506) + chr(0b1101111) + chr(866 - 816) + chr(0b110101) + chr(0b110110), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b1110 + 0o47) + chr(48), 20469 - 20461), nzTpIcepk0o8('\060' + chr(111) + chr(1576 - 1527) + chr(2992 - 2937) + chr(0b110101 + 0o1), 29860 - 29852), nzTpIcepk0o8(chr(279 - 231) + '\x6f' + '\x36' + '\063', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b101110 + 0o7) + chr(1330 - 1277), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1010011 + 0o34) + '\063' + '\x31' + '\x32', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b110001) + chr(2028 - 1979), 45514 - 45506), nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(0b101100 + 0o103) + chr(0b110011) + '\x31' + chr(0b1101 + 0o43), 0o10), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(3638 - 3527) + chr(0b110001) + '\060' + chr(1812 - 1757), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b10 + 0o62) + chr(1526 - 1477), 0b1000), nzTpIcepk0o8('\x30' + chr(7390 - 7279) + chr(52) + '\x32', 0b1000), nzTpIcepk0o8(chr(48) + chr(4929 - 4818) + '\x33' + chr(0b110000) + chr(1249 - 1197), 23585 - 23577), nzTpIcepk0o8('\x30' + chr(111) + '\x33' + chr(0b10001 + 0o43) + chr(0b110001), 0o10), nzTpIcepk0o8(chr(0b11110 + 0o22) + '\x6f' + '\x31' + chr(53) + chr(0b100101 + 0o17), ord("\x08")), nzTpIcepk0o8(chr(627 - 579) + chr(435 - 324) + chr(119 - 68) + '\x33', 0b1000), nzTpIcepk0o8(chr(0b1101 + 0o43) + '\157' + '\x32' + chr(49) + chr(0b101111 + 0o10), 0o10), nzTpIcepk0o8('\060' + '\x6f' + '\062' + chr(0b110100) + '\x36', 56944 - 56936), nzTpIcepk0o8(chr(230 - 182) + '\157' + chr(0b11101 + 0o24) + chr(1413 - 1360) + chr(0b100 + 0o54), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b1100 + 0o46) + chr(54) + chr(0b110011 + 0o4), 0o10), nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(0b1101111) + chr(49) + chr(0b100101 + 0o22) + chr(51), 30349 - 30341), nzTpIcepk0o8('\060' + chr(0b1101111) + '\063' + chr(1483 - 1434), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x36' + '\065', 18369 - 18361), nzTpIcepk0o8(chr(1130 - 1082) + chr(0b1101111) + '\061' + chr(0b110010) + '\065', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(2973 - 2918) + chr(0b10011 + 0o37), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(7836 - 7725) + '\x32' + '\063' + chr(0b110011), 0b1000), nzTpIcepk0o8('\x30' + chr(5597 - 5486) + '\x33' + chr(0b0 + 0o60) + chr(0b1010 + 0o47), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(12308 - 12197) + chr(0b101101 + 0o5) + chr(1310 - 1262) + chr(0b1 + 0o61), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(516 - 405) + '\x32' + chr(0b100100 + 0o17) + chr(746 - 696), ord("\x08")), nzTpIcepk0o8(chr(0b0 + 0o60) + chr(111) + chr(0b110001) + chr(706 - 657) + chr(0b110100), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + '\061' + chr(1098 - 1045) + chr(0b110000), 8), nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(486 - 375) + '\x32' + '\067', 33229 - 33221), nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(111) + chr(49) + chr(0b110001), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(1128 - 1077) + chr(49) + '\061', 8), nzTpIcepk0o8('\x30' + '\157' + '\x37' + chr(53), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b100101 + 0o14) + chr(0b110111) + '\x35', 51507 - 51499), nzTpIcepk0o8('\x30' + chr(9546 - 9435) + chr(74 - 25) + chr(1075 - 1024) + chr(0b110000), ord("\x08")), nzTpIcepk0o8(chr(1508 - 1460) + '\x6f' + '\x31' + chr(1507 - 1454) + chr(695 - 643), 8), nzTpIcepk0o8(chr(48) + '\x6f' + '\063' + '\x37' + chr(0b110010), 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(1797 - 1749) + chr(0b10100 + 0o133) + chr(0b1000 + 0o55) + chr(0b110000), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'L'), chr(100) + '\x65' + chr(4166 - 4067) + chr(0b1001100 + 0o43) + chr(4506 - 4406) + chr(101))('\165' + chr(5556 - 5440) + chr(9604 - 9502) + chr(45) + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def kkkabIJEicki(zgP9P8YdTPK9, Yd7Rjip5B5Mk, dd9k_9ENnwTw=None, wELe2JJPb28t=None):
if dd9k_9ENnwTw is None:
dd9k_9ENnwTw = nDF4gVNx0u9Q.XURpmPuEWCNF(zgP9P8YdTPK9)
if wELe2JJPb28t is None:
wELe2JJPb28t = nDF4gVNx0u9Q.KV9ckIhroIia(zgP9P8YdTPK9)
if roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\x0b\xb1\xf1[\nA'), '\144' + chr(982 - 881) + '\143' + '\157' + chr(0b1100100) + '\x65')(chr(117) + '\164' + chr(0b1000111 + 0o37) + '\x2d' + chr(0b101000 + 0o20)))(Yd7Rjip5B5Mk):
Yd7Rjip5B5Mk = xrAMPSxhVYOb.cm.get_cmap(Yd7Rjip5B5Mk)
return Yd7Rjip5B5Mk((zgP9P8YdTPK9 - dd9k_9ENnwTw) / (wELe2JJPb28t - dd9k_9ENnwTw)) |
noahbenson/neuropythy | neuropythy/graphics/core.py | cortex_cmap_plot_2D | def cortex_cmap_plot_2D(the_map, zs, cmap, vmin=None, vmax=None, axes=None, triangulation=None):
'''
cortex_cmap_plot_2D(map, zs, cmap, axes) plots the given cortical map values zs on the given
axes using the given given color map and yields the resulting polygon collection object.
cortex_cmap_plot_2D(map, zs, cmap) uses matplotlib.pyplot.gca() for the axes.
The following options may be passed:
* triangulation (None) may specify the triangularion object for the mesh if it has already
been created; otherwise it is generated fresh.
* axes (None) specify the axes on which to plot; if None, then matplotlib.pyplot.gca() is
used. If Ellipsis, then a tuple (triangulation, z, cmap) is returned; to recreate the plot,
one would call:
axes.tripcolor(triangulation, z, cmap, shading='gouraud', vmin=vmin, vmax=vmax)
* vmin (default: None) specifies the minimum value for scaling the property when one is passed
as the color option. None means to use the min value of the property.
* vmax (default: None) specifies the maximum value for scaling the property when one is passed
as the color option. None means to use the max value of the property.
'''
if triangulation is None:
triangulation = matplotlib.tri.Triangulation(the_map.coordinates[0], the_map.coordinates[1],
triangles=the_map.tess.indexed_faces.T)
if axes is Ellipsis: return (triangulation, zs, cmap)
return axes.tripcolor(triangulation, zs, cmap=cmap, shading='gouraud', vmin=vmin, vmax=vmax) | python | def cortex_cmap_plot_2D(the_map, zs, cmap, vmin=None, vmax=None, axes=None, triangulation=None):
'''
cortex_cmap_plot_2D(map, zs, cmap, axes) plots the given cortical map values zs on the given
axes using the given given color map and yields the resulting polygon collection object.
cortex_cmap_plot_2D(map, zs, cmap) uses matplotlib.pyplot.gca() for the axes.
The following options may be passed:
* triangulation (None) may specify the triangularion object for the mesh if it has already
been created; otherwise it is generated fresh.
* axes (None) specify the axes on which to plot; if None, then matplotlib.pyplot.gca() is
used. If Ellipsis, then a tuple (triangulation, z, cmap) is returned; to recreate the plot,
one would call:
axes.tripcolor(triangulation, z, cmap, shading='gouraud', vmin=vmin, vmax=vmax)
* vmin (default: None) specifies the minimum value for scaling the property when one is passed
as the color option. None means to use the min value of the property.
* vmax (default: None) specifies the maximum value for scaling the property when one is passed
as the color option. None means to use the max value of the property.
'''
if triangulation is None:
triangulation = matplotlib.tri.Triangulation(the_map.coordinates[0], the_map.coordinates[1],
triangles=the_map.tess.indexed_faces.T)
if axes is Ellipsis: return (triangulation, zs, cmap)
return axes.tripcolor(triangulation, zs, cmap=cmap, shading='gouraud', vmin=vmin, vmax=vmax) | [
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... | cortex_cmap_plot_2D(map, zs, cmap, axes) plots the given cortical map values zs on the given
axes using the given given color map and yields the resulting polygon collection object.
cortex_cmap_plot_2D(map, zs, cmap) uses matplotlib.pyplot.gca() for the axes.
The following options may be passed:
* triangulation (None) may specify the triangularion object for the mesh if it has already
been created; otherwise it is generated fresh.
* axes (None) specify the axes on which to plot; if None, then matplotlib.pyplot.gca() is
used. If Ellipsis, then a tuple (triangulation, z, cmap) is returned; to recreate the plot,
one would call:
axes.tripcolor(triangulation, z, cmap, shading='gouraud', vmin=vmin, vmax=vmax)
* vmin (default: None) specifies the minimum value for scaling the property when one is passed
as the color option. None means to use the min value of the property.
* vmax (default: None) specifies the maximum value for scaling the property when one is passed
as the color option. None means to use the max value of the property. | [
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"collect... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/graphics/core.py#L640-L662 | train | This function will plot the given cortical map values zs on the given axes and returns a polygon collection object. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(2290 - 2242) + chr(0b1101111) + '\x31' + '\060' + '\x32', 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(0b1 + 0o61) + '\064', 15193 - 15185), nzTpIcepk0o8(chr(193 - 145) + '\x6f' + '\x31' + '\067' + chr(0b101001 + 0o11), 0o10), nzTpIcepk0o8(chr(0b1 + 0o57) + chr(8051 - 7940) + '\x34' + chr(524 - 476), 0b1000), nzTpIcepk0o8(chr(0b101101 + 0o3) + '\157' + '\061' + '\061', 0b1000), nzTpIcepk0o8(chr(1104 - 1056) + chr(2243 - 2132) + chr(2271 - 2220) + chr(1836 - 1785) + '\065', ord("\x08")), nzTpIcepk0o8(chr(0b100001 + 0o17) + chr(0b1101111) + '\062' + chr(55) + chr(956 - 904), 0o10), nzTpIcepk0o8(chr(590 - 542) + chr(0b100001 + 0o116) + chr(54) + '\x31', 7049 - 7041), nzTpIcepk0o8('\x30' + '\x6f' + '\x32' + chr(126 - 77) + chr(50), 19540 - 19532), nzTpIcepk0o8(chr(332 - 284) + chr(10619 - 10508) + chr(1946 - 1896) + '\066' + chr(0b110111), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110010) + '\063' + chr(0b10110 + 0o33), 37500 - 37492), nzTpIcepk0o8(chr(0b110000) + chr(0b11011 + 0o124) + '\x33' + '\x36' + chr(0b1000 + 0o53), 0o10), nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(0b101111 + 0o100) + chr(0b10000 + 0o42) + '\x36' + '\060', 53570 - 53562), nzTpIcepk0o8(chr(48) + '\157' + '\x35' + chr(909 - 861), 61806 - 61798), nzTpIcepk0o8(chr(1935 - 1887) + '\x6f' + chr(51) + chr(1656 - 1601) + '\x37', 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110101) + chr(0b101100 + 0o11), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\067' + '\067', ord("\x08")), nzTpIcepk0o8(chr(0b101001 + 0o7) + chr(111) + '\x32' + chr(2202 - 2153), ord("\x08")), nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(111) + chr(50) + '\x36' + chr(0b100110 + 0o20), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\062' + chr(0b110101) + chr(0b110100), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1011100 + 0o23) + chr(51) + chr(0b10101 + 0o33) + chr(0b101000 + 0o14), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b110011) + '\x30', 53086 - 53078), nzTpIcepk0o8('\060' + chr(111) + chr(0b110101) + chr(0b10111 + 0o40), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b101 + 0o54) + chr(1431 - 1380) + chr(0b1110 + 0o43), 0b1000), nzTpIcepk0o8(chr(0b11010 + 0o26) + chr(0b1101111) + chr(50) + chr(0b110110) + chr(1116 - 1065), 53075 - 53067), nzTpIcepk0o8(chr(48) + chr(4089 - 3978) + '\x32' + chr(0b110001), 8), nzTpIcepk0o8(chr(1961 - 1913) + chr(0b1101111) + chr(1051 - 1002) + chr(54) + chr(0b11001 + 0o32), 63868 - 63860), nzTpIcepk0o8(chr(575 - 527) + '\x6f' + chr(52) + chr(54), 10513 - 10505), nzTpIcepk0o8(chr(1132 - 1084) + '\157' + chr(49) + chr(0b110000), 61290 - 61282), nzTpIcepk0o8(chr(681 - 633) + chr(408 - 297) + chr(50) + chr(0b110000) + '\x37', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(928 - 875) + '\x34', ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110111) + chr(0b11 + 0o63), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110001) + '\066' + '\x30', 0b1000), nzTpIcepk0o8('\060' + chr(0b100001 + 0o116) + '\x32' + chr(49) + chr(0b110010), 8), nzTpIcepk0o8('\x30' + '\157' + '\063' + chr(51), 26770 - 26762), nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(0b1101111) + '\063' + '\x36' + chr(54), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(1833 - 1784) + '\060', 8), nzTpIcepk0o8(chr(1830 - 1782) + '\157' + '\x32' + chr(1208 - 1157) + '\060', 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(2060 - 2006) + chr(0b110010), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1100 + 0o143) + chr(1363 - 1313) + '\064' + chr(49), 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + '\x6f' + '\x35' + chr(344 - 296), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'l'), chr(100) + chr(0b1100101) + chr(0b1100 + 0o127) + chr(111) + chr(100) + chr(0b1100001 + 0o4))(chr(0b1110101) + '\164' + chr(102) + chr(0b10110 + 0o27) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def w1xvD5U1Tf5M(T3ks_jcPFseI, zgP9P8YdTPK9, Yd7Rjip5B5Mk, dd9k_9ENnwTw=None, wELe2JJPb28t=None, kMBz145toiBz=None, ssEbBfVoON3x=None):
if ssEbBfVoON3x is None:
ssEbBfVoON3x = xrAMPSxhVYOb.tri.Triangulation(T3ks_jcPFseI.r2wzacEY8Lls[nzTpIcepk0o8('\060' + chr(0b1101111) + '\060', 0b1000)], T3ks_jcPFseI.r2wzacEY8Lls[nzTpIcepk0o8(chr(48) + chr(6222 - 6111) + '\061', 5592 - 5584)], triangles=T3ks_jcPFseI.tess.indexed_faces.hq6XE4_Nhd6R)
if kMBz145toiBz is RjQP07DYIdkf:
return (ssEbBfVoON3x, zgP9P8YdTPK9, Yd7Rjip5B5Mk)
return roI3spqORKae(kMBz145toiBz, roI3spqORKae(ES5oEprVxulp(b'6f\x13Pj\xb2\xd0^\xf8'), '\x64' + chr(0b1100101) + chr(9202 - 9103) + '\x6f' + chr(0b110010 + 0o62) + chr(101))(chr(117) + chr(116) + chr(0b1011000 + 0o16) + chr(885 - 840) + chr(56)))(ssEbBfVoON3x, zgP9P8YdTPK9, cmap=Yd7Rjip5B5Mk, shading=roI3spqORKae(ES5oEprVxulp(b'%{\x0fRh\xa8\xd8'), chr(100) + '\145' + chr(0b1100011) + '\157' + chr(100) + '\145')('\165' + chr(6107 - 5991) + chr(7484 - 7382) + chr(45) + chr(56)), vmin=dd9k_9ENnwTw, vmax=wELe2JJPb28t) |
noahbenson/neuropythy | neuropythy/graphics/core.py | cortex_rgba_plot_2D | def cortex_rgba_plot_2D(the_map, rgba, axes=None, triangulation=None):
'''
cortex_rgba_plot_2D(map, rgba, axes) plots the given cortical map on the given axes using the
given (n x 4) matrix of vertex colors and yields the resulting polygon collection object.
cortex_rgba_plot_2D(map, rgba) uses matplotlib.pyplot.gca() for the axes.
The option triangulation may also be passed if the triangularion object has already been
created; otherwise it is generated fresh.
'''
cmap = colors_to_cmap(rgba)
zs = np.linspace(0.0, 1.0, the_map.vertex_count)
return cortex_cmap_plot_2D(the_map, zs, cmap, axes=axes, triangulation=triangulation) | python | def cortex_rgba_plot_2D(the_map, rgba, axes=None, triangulation=None):
'''
cortex_rgba_plot_2D(map, rgba, axes) plots the given cortical map on the given axes using the
given (n x 4) matrix of vertex colors and yields the resulting polygon collection object.
cortex_rgba_plot_2D(map, rgba) uses matplotlib.pyplot.gca() for the axes.
The option triangulation may also be passed if the triangularion object has already been
created; otherwise it is generated fresh.
'''
cmap = colors_to_cmap(rgba)
zs = np.linspace(0.0, 1.0, the_map.vertex_count)
return cortex_cmap_plot_2D(the_map, zs, cmap, axes=axes, triangulation=triangulation) | [
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cortex_rgba_plot_2D(map, rgba) uses matplotlib.pyplot.gca() for the axes.
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"... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/graphics/core.py#L663-L674 | train | This function will plot a cortical map on a given axes and returns a polygon collection object. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + chr(5945 - 5834) + chr(0b11101 + 0o25) + '\x30' + chr(53), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(6392 - 6281) + '\x33' + '\x35' + chr(0b110010), 60799 - 60791), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b101110 + 0o4) + chr(51) + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(1174 - 1126) + chr(1963 - 1852) + chr(0b100110 + 0o13) + '\x36', 34376 - 34368), nzTpIcepk0o8(chr(48) + chr(6009 - 5898) + chr(49) + '\063' + chr(1170 - 1116), 0o10), nzTpIcepk0o8(chr(2025 - 1977) + chr(1824 - 1713) + '\x33' + chr(54) + chr(0b100 + 0o57), 0o10), nzTpIcepk0o8('\x30' + chr(0b111000 + 0o67) + chr(2240 - 2185) + chr(1112 - 1058), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\063' + '\066' + chr(0b110011), 8), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x30', 32904 - 32896), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110010) + chr(49) + chr(0b100011 + 0o20), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(1499 - 1449) + chr(393 - 342) + '\066', 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(2335 - 2286) + chr(0b110000) + '\062', 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110011) + chr(0b110101) + '\067', ord("\x08")), nzTpIcepk0o8(chr(2238 - 2190) + '\157' + chr(0b110001) + chr(0b0 + 0o65), 0o10), nzTpIcepk0o8(chr(48) + chr(10438 - 10327) + '\063' + chr(495 - 447) + '\062', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(10274 - 10163) + '\x33' + chr(0b111 + 0o53) + chr(54), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + '\x32' + chr(0b110001 + 0o5) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(0b1 + 0o57) + chr(0b1101111) + '\x32' + chr(0b100111 + 0o11) + chr(0b110101), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(55), ord("\x08")), nzTpIcepk0o8('\060' + chr(9654 - 9543) + chr(594 - 543) + '\x34', 0o10), nzTpIcepk0o8(chr(0b100111 + 0o11) + '\157' + '\x31' + '\x32' + chr(55), 13704 - 13696), nzTpIcepk0o8(chr(48) + '\157' + '\x32' + chr(567 - 514) + '\064', 6340 - 6332), nzTpIcepk0o8('\060' + chr(4629 - 4518) + chr(0b110001) + chr(50) + chr(52), 0b1000), nzTpIcepk0o8(chr(1796 - 1748) + chr(0b10011 + 0o134) + chr(0b110011) + chr(48) + chr(109 - 55), 7323 - 7315), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + chr(51) + '\065', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b101010 + 0o105) + chr(50) + chr(1389 - 1334) + chr(51), 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(0b110001) + '\x36' + chr(0b110010), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + '\061' + chr(0b110110) + '\061', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\065' + chr(1333 - 1285), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\063' + '\x32' + '\x37', 47902 - 47894), nzTpIcepk0o8(chr(48) + chr(111) + '\066' + '\x34', 0o10), nzTpIcepk0o8('\x30' + '\157' + '\x33' + chr(50) + chr(2468 - 2417), 0b1000), nzTpIcepk0o8(chr(0b11000 + 0o30) + '\157' + '\063' + '\x35', 53795 - 53787), nzTpIcepk0o8(chr(0b101001 + 0o7) + '\157' + chr(49) + '\x33' + chr(0b1011 + 0o51), 0o10), nzTpIcepk0o8(chr(1745 - 1697) + '\157' + chr(0b110010) + chr(1963 - 1911) + '\x32', 26252 - 26244), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(0b1101111) + '\062' + chr(0b110010) + chr(635 - 581), 9375 - 9367), nzTpIcepk0o8(chr(1766 - 1718) + '\157' + '\061' + '\x32' + chr(0b110111), 8), nzTpIcepk0o8(chr(257 - 209) + chr(9743 - 9632) + chr(50) + '\060' + chr(0b10011 + 0o37), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\063' + chr(51) + chr(0b110001), 57066 - 57058), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110001) + '\x32' + '\062', ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(2017 - 1969) + '\157' + chr(0b110101) + '\x30', 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xab'), '\x64' + '\145' + chr(9263 - 9164) + chr(111) + '\144' + '\x65')(chr(0b1110100 + 0o1) + '\x74' + chr(102) + chr(968 - 923) + chr(1856 - 1800)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def pgx1s6VxAb4g(T3ks_jcPFseI, KMXdyiAxodHq, kMBz145toiBz=None, ssEbBfVoON3x=None):
Yd7Rjip5B5Mk = YuWm_d3Op8k1(KMXdyiAxodHq)
zgP9P8YdTPK9 = nDF4gVNx0u9Q.G2CdtdchVPQE(0.0, 1.0, T3ks_jcPFseI.vertex_count)
return w1xvD5U1Tf5M(T3ks_jcPFseI, zgP9P8YdTPK9, Yd7Rjip5B5Mk, axes=kMBz145toiBz, triangulation=ssEbBfVoON3x) |
noahbenson/neuropythy | neuropythy/graphics/core.py | cortex_plot_colors | def cortex_plot_colors(the_map,
color=None, cmap=None, vmin=None, vmax=None, alpha=None,
underlay='curvature', mask=None):
'''
cortex_plot_colors(mesh, opts...) yields the cortex colors as a matrix of RGBA rows for the
given mesh and options.
The following options are accepted:
* color (default: None) specifies the color to plot for each vertex; this argument may take a
number of forms:
* None, do not plot a color over the underlay (the default)
* a matrix of RGB or RGBA values, one per vertex
* a property vector or a string naming a property, in which case the cmap, vmin, and vmax
arguments are used to generate colors
* a function that, when passed a single argument, a dict of the properties of a single
vertex, yields an RGB or RGBA list for that vertex.
* cmap (default: 'log_eccentricity') specifies the colormap to use in plotting if the color
argument provided is a property.
* vmin (default: None) specifies the minimum value for scaling the property when one is passed
as the color option. None means to use the min value of the property.
* vmax (default: None) specifies the maximum value for scaling the property when one is passed
as the color option. None means to use the max value of the property.
* underlay (default: 'curvature') specifies the default underlay color to plot for the
cortical surface; it may be None, 'curvature', or a color.
* alpha (default None) specifies the alpha values to use for the color plot. If None, then
leaves the alpha values from color unchanged. If a single number, then all alpha values in
color are multiplied by that value. If a list of values, one per vertex, then this vector
is multiplied by the alpha values. Finally, any negative value is set instead of multiplied.
So, for example, if there were 3 vertices with:
* color = ((0,0,0,1), (0,0,1,0.5), (0,0,0.75,0,8))
* alpha = (-0.5, 1, 0.5)
then the resulting colors plotted will be ((0,0,0,0.5), (0,0,1,0.5), (0,0,0.75,0,4)).
* mask (default: None) specifies a mask to use for the mesh; this is passed through to_mask()
to figure out the masking. Those vertices not in the mask are not plotted (but they will be
plotted in the underlay if it is not None).
'''
# okay, let's interpret the color
if color is None:
color = np.full((the_map.vertex_count, 4), 0.5)
color[:,3] = 0
try:
clr = matplotlib.colors.to_rgba(color)
# This is an rgb color to plot...
color = np.ones((the_map.vertex_count,4)) * matplotlib.colors.to_rgba(clr)
except Exception: pass
if pimms.is_vector(color) or pimms.is_str(color):
# it's a property that gets interpreted via the colormap
p = the_map.property(color)
# if the colormap is none, we can try to guess it
if cmap is None:
(cmap,(vmn,vmx)) = guess_cortex_cmap(color)
if vmin is None: vmin = vmn
if vmax is None: vmax = vmx
color = apply_cmap(p, cmap, vmin=vmin, vmax=vmax)
if not pimms.is_matrix(color):
# must be a function; let's try it...
color = to_rgba(the_map.map(color))
color = np.array(color)
if color.shape[1] != 4: color = np.hstack([color, np.ones([color.shape[0], 1])])
# okay, and the underlay...
if underlay is not None:
if pimms.is_str(underlay) and underlay.lower() in ['curvature', 'curv']:
underlay = apply_cmap(the_map.prop('curvature'), cmap_curvature, vmin=-1, vmax=1)
else:
try: underlay = np.ones((the_map.vertex_count, 4)) * to_rgba(underlay)
except Exception: raise ValueError('plot underlay failed: must be a color or curvature')
# okay, let's check on alpha...
if alpha is not None:
if pimms.is_number(alpha): alpha = np.full(color.shape[0], alpha)
else: alpha = the_map.property(alpha)
color[:,3] *= alpha
neg = (alpha < 0)
color[neg,3] = -alpha[neg]
alpha = color[:,3]
# and the mask...
if mask is not None:
ii = the_map.mask(mask, indices=True)
tmp = np.zeros(len(color))
tmp[ii] = color[ii,3]
color[:,3] = tmp
# then, blend with the underlay if need be
if underlay is not None:
color = color_overlap(underlay, color)
return color | python | def cortex_plot_colors(the_map,
color=None, cmap=None, vmin=None, vmax=None, alpha=None,
underlay='curvature', mask=None):
'''
cortex_plot_colors(mesh, opts...) yields the cortex colors as a matrix of RGBA rows for the
given mesh and options.
The following options are accepted:
* color (default: None) specifies the color to plot for each vertex; this argument may take a
number of forms:
* None, do not plot a color over the underlay (the default)
* a matrix of RGB or RGBA values, one per vertex
* a property vector or a string naming a property, in which case the cmap, vmin, and vmax
arguments are used to generate colors
* a function that, when passed a single argument, a dict of the properties of a single
vertex, yields an RGB or RGBA list for that vertex.
* cmap (default: 'log_eccentricity') specifies the colormap to use in plotting if the color
argument provided is a property.
* vmin (default: None) specifies the minimum value for scaling the property when one is passed
as the color option. None means to use the min value of the property.
* vmax (default: None) specifies the maximum value for scaling the property when one is passed
as the color option. None means to use the max value of the property.
* underlay (default: 'curvature') specifies the default underlay color to plot for the
cortical surface; it may be None, 'curvature', or a color.
* alpha (default None) specifies the alpha values to use for the color plot. If None, then
leaves the alpha values from color unchanged. If a single number, then all alpha values in
color are multiplied by that value. If a list of values, one per vertex, then this vector
is multiplied by the alpha values. Finally, any negative value is set instead of multiplied.
So, for example, if there were 3 vertices with:
* color = ((0,0,0,1), (0,0,1,0.5), (0,0,0.75,0,8))
* alpha = (-0.5, 1, 0.5)
then the resulting colors plotted will be ((0,0,0,0.5), (0,0,1,0.5), (0,0,0.75,0,4)).
* mask (default: None) specifies a mask to use for the mesh; this is passed through to_mask()
to figure out the masking. Those vertices not in the mask are not plotted (but they will be
plotted in the underlay if it is not None).
'''
# okay, let's interpret the color
if color is None:
color = np.full((the_map.vertex_count, 4), 0.5)
color[:,3] = 0
try:
clr = matplotlib.colors.to_rgba(color)
# This is an rgb color to plot...
color = np.ones((the_map.vertex_count,4)) * matplotlib.colors.to_rgba(clr)
except Exception: pass
if pimms.is_vector(color) or pimms.is_str(color):
# it's a property that gets interpreted via the colormap
p = the_map.property(color)
# if the colormap is none, we can try to guess it
if cmap is None:
(cmap,(vmn,vmx)) = guess_cortex_cmap(color)
if vmin is None: vmin = vmn
if vmax is None: vmax = vmx
color = apply_cmap(p, cmap, vmin=vmin, vmax=vmax)
if not pimms.is_matrix(color):
# must be a function; let's try it...
color = to_rgba(the_map.map(color))
color = np.array(color)
if color.shape[1] != 4: color = np.hstack([color, np.ones([color.shape[0], 1])])
# okay, and the underlay...
if underlay is not None:
if pimms.is_str(underlay) and underlay.lower() in ['curvature', 'curv']:
underlay = apply_cmap(the_map.prop('curvature'), cmap_curvature, vmin=-1, vmax=1)
else:
try: underlay = np.ones((the_map.vertex_count, 4)) * to_rgba(underlay)
except Exception: raise ValueError('plot underlay failed: must be a color or curvature')
# okay, let's check on alpha...
if alpha is not None:
if pimms.is_number(alpha): alpha = np.full(color.shape[0], alpha)
else: alpha = the_map.property(alpha)
color[:,3] *= alpha
neg = (alpha < 0)
color[neg,3] = -alpha[neg]
alpha = color[:,3]
# and the mask...
if mask is not None:
ii = the_map.mask(mask, indices=True)
tmp = np.zeros(len(color))
tmp[ii] = color[ii,3]
color[:,3] = tmp
# then, blend with the underlay if need be
if underlay is not None:
color = color_overlap(underlay, color)
return color | [
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... | cortex_plot_colors(mesh, opts...) yields the cortex colors as a matrix of RGBA rows for the
given mesh and options.
The following options are accepted:
* color (default: None) specifies the color to plot for each vertex; this argument may take a
number of forms:
* None, do not plot a color over the underlay (the default)
* a matrix of RGB or RGBA values, one per vertex
* a property vector or a string naming a property, in which case the cmap, vmin, and vmax
arguments are used to generate colors
* a function that, when passed a single argument, a dict of the properties of a single
vertex, yields an RGB or RGBA list for that vertex.
* cmap (default: 'log_eccentricity') specifies the colormap to use in plotting if the color
argument provided is a property.
* vmin (default: None) specifies the minimum value for scaling the property when one is passed
as the color option. None means to use the min value of the property.
* vmax (default: None) specifies the maximum value for scaling the property when one is passed
as the color option. None means to use the max value of the property.
* underlay (default: 'curvature') specifies the default underlay color to plot for the
cortical surface; it may be None, 'curvature', or a color.
* alpha (default None) specifies the alpha values to use for the color plot. If None, then
leaves the alpha values from color unchanged. If a single number, then all alpha values in
color are multiplied by that value. If a list of values, one per vertex, then this vector
is multiplied by the alpha values. Finally, any negative value is set instead of multiplied.
So, for example, if there were 3 vertices with:
* color = ((0,0,0,1), (0,0,1,0.5), (0,0,0.75,0,8))
* alpha = (-0.5, 1, 0.5)
then the resulting colors plotted will be ((0,0,0,0.5), (0,0,1,0.5), (0,0,0.75,0,4)).
* mask (default: None) specifies a mask to use for the mesh; this is passed through to_mask()
to figure out the masking. Those vertices not in the mask are not plotted (but they will be
plotted in the underlay if it is not None). | [
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"of",
"RGBA",
"rows",
"for",
"the",
"given",
"mesh",
"and",
"options",
"."
] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/graphics/core.py#L675-L758 | train | This function generates the color matrix for the cortex colors of the given mesh. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b1000 + 0o50) + chr(0b10111 + 0o130) + chr(0b100010 + 0o24) + chr(51), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(4288 - 4177) + '\062' + '\x32' + chr(961 - 908), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1011111 + 0o20) + chr(53) + chr(0b11111 + 0o22), 0b1000), nzTpIcepk0o8('\060' + chr(0b100010 + 0o115) + chr(0b110010) + chr(54) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(4228 - 4117) + chr(0b101010 + 0o14) + '\061', 0o10), nzTpIcepk0o8(chr(100 - 52) + '\157' + '\x33' + chr(0b1011 + 0o52) + chr(48), 58549 - 58541), nzTpIcepk0o8(chr(2017 - 1969) + chr(2186 - 2075) + chr(1678 - 1625) + '\x34', 50214 - 50206), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(2829 - 2775) + '\067', 33574 - 33566), nzTpIcepk0o8(chr(0b11010 + 0o26) + chr(111) + '\061' + chr(0b110101) + '\064', 53703 - 53695), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(111) + chr(0b110010) + '\064' + chr(0b10001 + 0o42), 7026 - 7018), nzTpIcepk0o8(chr(598 - 550) + chr(8178 - 8067) + '\x31' + '\066' + chr(1073 - 1021), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(554 - 501) + chr(0b110001), 8), nzTpIcepk0o8(chr(897 - 849) + chr(111) + '\063' + chr(0b101111 + 0o3) + chr(52), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + '\x33' + chr(0b110111) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(7789 - 7678) + chr(0b1011 + 0o52) + chr(0b110110 + 0o1), ord("\x08")), nzTpIcepk0o8('\x30' + chr(11034 - 10923) + chr(2446 - 2395) + '\062' + chr(49), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1000001 + 0o56) + chr(0b1100 + 0o45) + chr(55) + chr(54), 5342 - 5334), nzTpIcepk0o8(chr(48) + '\157' + chr(0b100110 + 0o13) + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110101) + chr(0b110101), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110011) + '\x31', 26352 - 26344), nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(0b1101111) + '\062' + chr(0b110110) + chr(848 - 797), 8), nzTpIcepk0o8(chr(1129 - 1081) + chr(0b1011010 + 0o25) + chr(0b110110) + chr(0b111 + 0o53), 45905 - 45897), nzTpIcepk0o8(chr(500 - 452) + chr(0b0 + 0o157) + '\x33' + '\x33' + chr(0b110000 + 0o6), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(11655 - 11544) + chr(0b110010), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\063' + '\065' + chr(2766 - 2711), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\062' + '\x32' + '\061', 0b1000), nzTpIcepk0o8(chr(1462 - 1414) + '\157' + chr(2578 - 2527) + chr(0b110000) + '\x37', 56452 - 56444), nzTpIcepk0o8('\x30' + '\157' + '\062' + '\x31' + chr(48), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b101101 + 0o102) + chr(0b100111 + 0o14) + chr(0b110101) + chr(54), 63353 - 63345), nzTpIcepk0o8('\060' + '\157' + '\061' + chr(55) + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(0b11010 + 0o26) + '\157' + chr(0b110001) + chr(0b11 + 0o61) + chr(0b1111 + 0o43), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + '\063' + chr(0b110110) + chr(50), 44703 - 44695), nzTpIcepk0o8(chr(691 - 643) + chr(0b1000101 + 0o52) + '\062' + chr(465 - 417) + '\x31', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + '\064' + chr(0b110001), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(1541 - 1490) + '\062', ord("\x08")), nzTpIcepk0o8(chr(0b1 + 0o57) + chr(8236 - 8125) + '\061' + '\065' + chr(0b110101), 0b1000), nzTpIcepk0o8('\060' + chr(0b1010010 + 0o35) + '\x31' + chr(901 - 851) + chr(49), ord("\x08")), nzTpIcepk0o8(chr(2036 - 1988) + '\x6f' + chr(2375 - 2325) + chr(0b110001) + '\060', 8), nzTpIcepk0o8(chr(944 - 896) + '\157' + chr(1791 - 1741) + chr(0b1000 + 0o53) + chr(53), 0o10), nzTpIcepk0o8('\060' + chr(10603 - 10492) + '\061' + chr(49) + chr(2032 - 1984), 36484 - 36476)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(0b10001 + 0o136) + chr(0b100000 + 0o25) + '\x30', 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x1d'), chr(3649 - 3549) + chr(0b1100101) + chr(99) + chr(111) + chr(0b101001 + 0o73) + chr(101))(chr(0b1010110 + 0o37) + chr(116) + '\146' + chr(45) + chr(0b10011 + 0o45)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def npl_ogR_0w07(T3ks_jcPFseI, s93qyRHd7l1y=None, Yd7Rjip5B5Mk=None, dd9k_9ENnwTw=None, wELe2JJPb28t=None, t3TBppk7s7__=None, ktdbZd_IecPA=roI3spqORKae(ES5oEprVxulp(b'P\xe0[\xc5P\x9cY\x85\t'), '\144' + chr(0b1010110 + 0o17) + chr(0b1100000 + 0o3) + chr(111) + '\144' + chr(0b111011 + 0o52))('\x75' + '\164' + chr(102) + '\x2d' + chr(0b111000)), BBM8dxm7YWge=None):
if s93qyRHd7l1y is None:
s93qyRHd7l1y = nDF4gVNx0u9Q.FQnMqH8X9LID((T3ks_jcPFseI.vertex_count, nzTpIcepk0o8(chr(1478 - 1430) + chr(9783 - 9672) + chr(52), 0b1000)), 0.5)
s93qyRHd7l1y[:, nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110011), 0b1000)] = nzTpIcepk0o8(chr(0b110000) + '\157' + chr(2241 - 2193), 0o10)
try:
vHLI7cn3dNNb = xrAMPSxhVYOb.colors.to_rgba(s93qyRHd7l1y)
s93qyRHd7l1y = nDF4gVNx0u9Q.rYPkZ8_2D0X1((T3ks_jcPFseI.vertex_count, nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(0b1101111) + chr(0b101000 + 0o14), 8))) * xrAMPSxhVYOb.colors.to_rgba(vHLI7cn3dNNb)
except zfo2Sgkz3IVJ:
pass
if roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'Z\xe6v\xc5T\x8bX\x98\x1e'), chr(0b1100000 + 0o4) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(0b1001001 + 0o34))(chr(117) + chr(0b1110100) + chr(1433 - 1331) + chr(0b11010 + 0o23) + '\x38'))(s93qyRHd7l1y) or roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'Z\xe6v\xc0E\x9a'), chr(0b1000001 + 0o43) + chr(101) + chr(99) + '\x6f' + chr(8687 - 8587) + chr(0b10100 + 0o121))('\x75' + chr(0b110110 + 0o76) + chr(0b1001110 + 0o30) + chr(0b101101) + chr(0b111000)))(s93qyRHd7l1y):
fSdw5wwLo9MO = T3ks_jcPFseI.property(s93qyRHd7l1y)
if Yd7Rjip5B5Mk is None:
(Yd7Rjip5B5Mk, (Vjr9HyZLsQRO, nkYvAvr5Spwb)) = jbB5gsT6yBjb(s93qyRHd7l1y)
if dd9k_9ENnwTw is None:
dd9k_9ENnwTw = Vjr9HyZLsQRO
if wELe2JJPb28t is None:
wELe2JJPb28t = nkYvAvr5Spwb
s93qyRHd7l1y = kkkabIJEicki(fSdw5wwLo9MO, Yd7Rjip5B5Mk, vmin=dd9k_9ENnwTw, vmax=wELe2JJPb28t)
if not roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'Z\xe6v\xdeP\x9c^\x9e\x14'), chr(100) + chr(6320 - 6219) + chr(99) + '\157' + chr(100) + chr(0b1100101))('\x75' + chr(12726 - 12610) + chr(4249 - 4147) + chr(45) + '\x38'))(s93qyRHd7l1y):
s93qyRHd7l1y = GuldW34HMxBd(T3ks_jcPFseI.map(s93qyRHd7l1y))
s93qyRHd7l1y = nDF4gVNx0u9Q.Tn6rGr7XTM7t(s93qyRHd7l1y)
if roI3spqORKae(s93qyRHd7l1y, roI3spqORKae(ES5oEprVxulp(b'_\xfdK\xfe\x01\xd1\x1e\xb6*\xf4LO'), chr(0b100001 + 0o103) + '\145' + chr(99) + chr(716 - 605) + chr(0b101011 + 0o71) + chr(3860 - 3759))(chr(12243 - 12126) + chr(3431 - 3315) + chr(0b1100110) + chr(45) + chr(0b111000)))[nzTpIcepk0o8(chr(48) + '\157' + '\x31', 0b1000)] != nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110100), 8):
s93qyRHd7l1y = nDF4gVNx0u9Q.hstack([s93qyRHd7l1y, nDF4gVNx0u9Q.rYPkZ8_2D0X1([s93qyRHd7l1y.lhbM092AFW8f[nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(8173 - 8062) + '\x30', 8)], nzTpIcepk0o8('\060' + chr(9101 - 8990) + chr(568 - 519), 8)])])
if ktdbZd_IecPA is not None:
if roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'Z\xe6v\xc0E\x9a'), chr(100) + chr(101) + '\143' + chr(111) + '\144' + chr(101))(chr(12536 - 12419) + '\x74' + chr(102) + chr(0b101101) + '\x38'))(ktdbZd_IecPA) and roI3spqORKae(ktdbZd_IecPA, roI3spqORKae(ES5oEprVxulp(b'k\xfb\x11\xf6\x7f\xbfa\xad\x08\xea&]'), chr(0b1100100) + '\x65' + '\x63' + chr(0b1000001 + 0o56) + chr(0b1100100) + '\145')(chr(117) + chr(2561 - 2445) + '\146' + chr(0b10000 + 0o35) + chr(0b111000)))() in [roI3spqORKae(ES5oEprVxulp(b'P\xe0[\xc5P\x9cY\x85\t'), chr(0b1100100) + chr(0b1100101 + 0o0) + '\x63' + chr(0b1101111) + chr(7603 - 7503) + chr(0b1100101))(chr(10501 - 10384) + chr(8204 - 8088) + '\x66' + chr(45) + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'P\xe0[\xc5'), '\x64' + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(0b1110 + 0o147) + '\164' + '\146' + '\x2d' + chr(56))]:
ktdbZd_IecPA = kkkabIJEicki(T3ks_jcPFseI.prop(roI3spqORKae(ES5oEprVxulp(b'P\xe0[\xc5P\x9cY\x85\t'), chr(0b11100 + 0o110) + '\x65' + '\143' + '\x6f' + '\x64' + '\145')(chr(8801 - 8684) + chr(116) + '\146' + chr(0b101101) + chr(1139 - 1083))), t197S5eUjZHh, vmin=-nzTpIcepk0o8('\060' + chr(0b1101111) + '\061', 8), vmax=nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(0b1101111) + chr(541 - 492), 8))
else:
try:
ktdbZd_IecPA = nDF4gVNx0u9Q.rYPkZ8_2D0X1((T3ks_jcPFseI.vertex_count, nzTpIcepk0o8('\060' + chr(111) + chr(52), 8))) * GuldW34HMxBd(ktdbZd_IecPA)
except zfo2Sgkz3IVJ:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'C\xf9F\xc7\x11\x9dB\x93\t\xd1\x18H\xad\xdfI\xb0\x17bH}\x89\x12\xb3w\x9c\xe5\xe7\xea\x8b_\x03\xd2\xe2Nv\x02#\xa8\xf2:\x13\xf6\\\xc1G\x89X\x82\x1e\xc6'), chr(100) + chr(101) + chr(8572 - 8473) + chr(0b1101111) + chr(100) + '\x65')('\x75' + chr(0b101000 + 0o114) + chr(0b1100110) + '\x2d' + chr(2783 - 2727)))
if t3TBppk7s7__ is not None:
if roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'Z\xe6v\xddD\x85N\x92\x1e'), '\144' + chr(9541 - 9440) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(5762 - 5661))('\165' + chr(116) + chr(639 - 537) + '\x2d' + '\070'))(t3TBppk7s7__):
t3TBppk7s7__ = nDF4gVNx0u9Q.FQnMqH8X9LID(s93qyRHd7l1y.lhbM092AFW8f[nzTpIcepk0o8('\x30' + chr(111) + chr(0b110000), 8)], t3TBppk7s7__)
else:
t3TBppk7s7__ = T3ks_jcPFseI.property(t3TBppk7s7__)
s93qyRHd7l1y[:, nzTpIcepk0o8('\060' + chr(111) + chr(0b1110 + 0o45), 8)] *= t3TBppk7s7__
x9JOD8lJRD09 = t3TBppk7s7__ < nzTpIcepk0o8(chr(0b110 + 0o52) + chr(0b1101111) + '\x30', 8)
s93qyRHd7l1y[x9JOD8lJRD09, nzTpIcepk0o8('\x30' + '\x6f' + '\x33', 8)] = -t3TBppk7s7__[x9JOD8lJRD09]
t3TBppk7s7__ = s93qyRHd7l1y[:, nzTpIcepk0o8(chr(2225 - 2177) + '\157' + chr(0b1110 + 0o45), 8)]
if BBM8dxm7YWge is not None:
p8Ou2emaDF7Z = T3ks_jcPFseI.BBM8dxm7YWge(BBM8dxm7YWge, indices=nzTpIcepk0o8(chr(0b101 + 0o53) + chr(111) + chr(0b110001), 8))
PT32xG247TS3 = nDF4gVNx0u9Q.UmwwEp7MzR6q(ftfygxgFas5X(s93qyRHd7l1y))
PT32xG247TS3[p8Ou2emaDF7Z] = s93qyRHd7l1y[p8Ou2emaDF7Z, nzTpIcepk0o8('\060' + chr(111) + chr(972 - 921), 8)]
s93qyRHd7l1y[:, nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110011), 8)] = PT32xG247TS3
if ktdbZd_IecPA is not None:
s93qyRHd7l1y = _51MEIK4AjQJ(ktdbZd_IecPA, s93qyRHd7l1y)
return s93qyRHd7l1y |
noahbenson/neuropythy | neuropythy/graphics/core.py | cortex_plot_2D | def cortex_plot_2D(the_map,
color=None, cmap=None, vmin=None, vmax=None, alpha=None,
underlay='curvature', mask=None, axes=None, triangulation=None):
'''
cortex_plot_2D(map) yields a plot of the given 2D cortical mesh, map.
The following options are accepted:
* color (default: None) specifies the color to plot for each vertex; this argument may take a
number of forms:
* None, do not plot a color over the underlay (the default)
* a matrix of RGB or RGBA values, one per vertex
* a property vector or a string naming a property, in which case the cmap, vmin, and vmax
arguments are used to generate colors
* a function that, when passed a single argument, a dict of the properties of a single
vertex, yields an RGB or RGBA list for that vertex.
* cmap (default: 'log_eccentricity') specifies the colormap to use in plotting if the color
argument provided is a property.
* vmin (default: None) specifies the minimum value for scaling the property when one is passed
as the color option. None means to use the min value of the property.
* vmax (default: None) specifies the maximum value for scaling the property when one is passed
as the color option. None means to use the max value of the property.
* underlay (default: 'curvature') specifies the default underlay color to plot for the
cortical surface; it may be None, 'curvature', or a color.
* alpha (default None) specifies the alpha values to use for the color plot. If None, then
leaves the alpha values from color unchanged. If a single number, then all alpha values in
color are multiplied by that value. If a list of values, one per vertex, then this vector
is multiplied by the alpha values. Finally, any negative value is set instead of multiplied.
So, for example, if there were 3 vertices with:
* color = ((0,0,0,1), (0,0,1,0.5), (0,0,0.75,0,8))
* alpha = (-0.5, 1, 0.5)
then the resulting colors plotted will be ((0,0,0,0.5), (0,0,1,0.5), (0,0,0.75,0,4)).
* mask (default: None) specifies a mask to use for the mesh; thi sis passed through map.mask()
to figure out the masking. Those vertices not in the mask are not plotted (but they will be
plotted in the underlay if it is not None).
* axes (default: None) specifies a particular set of matplotlib pyplot axes that should be
used. If axes is Ellipsis, then instead of attempting to render the plot, a tuple of
(tri, zs, cmap) is returned; in this case, tri is a matplotlib.tri.Triangulation
object for the given map and zs and cmap are an array and colormap (respectively) that
will produce the correct colors. Without axes equal to Ellipsis, these would instead
be rendered as axes.tripcolor(tri, zs, cmap, shading='gouraud'). If axes is None, then
uses the current axes.
* triangulation (default: None) specifies the matplotlib triangulation object to use, if one
already exists; otherwise a new one is made.
'''
# parse the axes
if axes is None: axes = matplotlib.pyplot.gca()
# process the colors
color = cortex_plot_colors(the_map, color=color, cmap=cmap, vmin=vmin, vmax=vmax, alpha=alpha,
underlay=underlay, mask=mask)
# finally, we can make the plot!
return cortex_rgba_plot_2D(the_map, color, axes=axes, triangulation=triangulation) | python | def cortex_plot_2D(the_map,
color=None, cmap=None, vmin=None, vmax=None, alpha=None,
underlay='curvature', mask=None, axes=None, triangulation=None):
'''
cortex_plot_2D(map) yields a plot of the given 2D cortical mesh, map.
The following options are accepted:
* color (default: None) specifies the color to plot for each vertex; this argument may take a
number of forms:
* None, do not plot a color over the underlay (the default)
* a matrix of RGB or RGBA values, one per vertex
* a property vector or a string naming a property, in which case the cmap, vmin, and vmax
arguments are used to generate colors
* a function that, when passed a single argument, a dict of the properties of a single
vertex, yields an RGB or RGBA list for that vertex.
* cmap (default: 'log_eccentricity') specifies the colormap to use in plotting if the color
argument provided is a property.
* vmin (default: None) specifies the minimum value for scaling the property when one is passed
as the color option. None means to use the min value of the property.
* vmax (default: None) specifies the maximum value for scaling the property when one is passed
as the color option. None means to use the max value of the property.
* underlay (default: 'curvature') specifies the default underlay color to plot for the
cortical surface; it may be None, 'curvature', or a color.
* alpha (default None) specifies the alpha values to use for the color plot. If None, then
leaves the alpha values from color unchanged. If a single number, then all alpha values in
color are multiplied by that value. If a list of values, one per vertex, then this vector
is multiplied by the alpha values. Finally, any negative value is set instead of multiplied.
So, for example, if there were 3 vertices with:
* color = ((0,0,0,1), (0,0,1,0.5), (0,0,0.75,0,8))
* alpha = (-0.5, 1, 0.5)
then the resulting colors plotted will be ((0,0,0,0.5), (0,0,1,0.5), (0,0,0.75,0,4)).
* mask (default: None) specifies a mask to use for the mesh; thi sis passed through map.mask()
to figure out the masking. Those vertices not in the mask are not plotted (but they will be
plotted in the underlay if it is not None).
* axes (default: None) specifies a particular set of matplotlib pyplot axes that should be
used. If axes is Ellipsis, then instead of attempting to render the plot, a tuple of
(tri, zs, cmap) is returned; in this case, tri is a matplotlib.tri.Triangulation
object for the given map and zs and cmap are an array and colormap (respectively) that
will produce the correct colors. Without axes equal to Ellipsis, these would instead
be rendered as axes.tripcolor(tri, zs, cmap, shading='gouraud'). If axes is None, then
uses the current axes.
* triangulation (default: None) specifies the matplotlib triangulation object to use, if one
already exists; otherwise a new one is made.
'''
# parse the axes
if axes is None: axes = matplotlib.pyplot.gca()
# process the colors
color = cortex_plot_colors(the_map, color=color, cmap=cmap, vmin=vmin, vmax=vmax, alpha=alpha,
underlay=underlay, mask=mask)
# finally, we can make the plot!
return cortex_rgba_plot_2D(the_map, color, axes=axes, triangulation=triangulation) | [
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The following options are accepted:
* color (default: None) specifies the color to plot for each vertex; this argument may take a
number of forms:
* None, do not plot a color over the underlay (the default)
* a matrix of RGB or RGBA values, one per vertex
* a property vector or a string naming a property, in which case the cmap, vmin, and vmax
arguments are used to generate colors
* a function that, when passed a single argument, a dict of the properties of a single
vertex, yields an RGB or RGBA list for that vertex.
* cmap (default: 'log_eccentricity') specifies the colormap to use in plotting if the color
argument provided is a property.
* vmin (default: None) specifies the minimum value for scaling the property when one is passed
as the color option. None means to use the min value of the property.
* vmax (default: None) specifies the maximum value for scaling the property when one is passed
as the color option. None means to use the max value of the property.
* underlay (default: 'curvature') specifies the default underlay color to plot for the
cortical surface; it may be None, 'curvature', or a color.
* alpha (default None) specifies the alpha values to use for the color plot. If None, then
leaves the alpha values from color unchanged. If a single number, then all alpha values in
color are multiplied by that value. If a list of values, one per vertex, then this vector
is multiplied by the alpha values. Finally, any negative value is set instead of multiplied.
So, for example, if there were 3 vertices with:
* color = ((0,0,0,1), (0,0,1,0.5), (0,0,0.75,0,8))
* alpha = (-0.5, 1, 0.5)
then the resulting colors plotted will be ((0,0,0,0.5), (0,0,1,0.5), (0,0,0.75,0,4)).
* mask (default: None) specifies a mask to use for the mesh; thi sis passed through map.mask()
to figure out the masking. Those vertices not in the mask are not plotted (but they will be
plotted in the underlay if it is not None).
* axes (default: None) specifies a particular set of matplotlib pyplot axes that should be
used. If axes is Ellipsis, then instead of attempting to render the plot, a tuple of
(tri, zs, cmap) is returned; in this case, tri is a matplotlib.tri.Triangulation
object for the given map and zs and cmap are an array and colormap (respectively) that
will produce the correct colors. Without axes equal to Ellipsis, these would instead
be rendered as axes.tripcolor(tri, zs, cmap, shading='gouraud'). If axes is None, then
uses the current axes.
* triangulation (default: None) specifies the matplotlib triangulation object to use, if one
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ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110001) + chr(634 - 584) + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(6761 - 6650) + chr(995 - 941) + '\x34', 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x35' + '\x37', 0o10), nzTpIcepk0o8('\060' + chr(111) + '\063' + '\x30' + '\x33', 0b1000), nzTpIcepk0o8('\x30' + chr(111) + '\x33' + chr(0b100010 + 0o22) + '\x30', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x32' + chr(2196 - 2147) + chr(2202 - 2150), 0o10), nzTpIcepk0o8(chr(91 - 43) + '\157' + chr(0b101000 + 0o12) + '\066', 34685 - 34677), nzTpIcepk0o8('\x30' + chr(111) + '\x33' + chr(2883 - 2828) + chr(52), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(6737 - 6626) + chr(51) + chr(55) + '\064', 8), nzTpIcepk0o8('\060' + '\157' + '\x31' + chr(0b101111 + 0o7) + chr(0b100110 + 0o14), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110010) + chr(54) + '\067', 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110001) + '\x32' + chr(0b110101), 60649 - 60641), nzTpIcepk0o8(chr(159 - 111) + chr(0b1101111) + chr(0b110010) + '\x31' + '\060', 57484 - 57476), nzTpIcepk0o8(chr(297 - 249) + chr(8185 - 8074) + chr(0b110001) + '\x31' + chr(1932 - 1882), 0b1000), nzTpIcepk0o8(chr(48) + chr(11420 - 11309) + chr(49) + chr(0b110001) + '\063', 0b1000), nzTpIcepk0o8(chr(1958 - 1910) + chr(0b1001111 + 0o40) + chr(50) + '\065' + chr(1096 - 1041), ord("\x08")), nzTpIcepk0o8(chr(856 - 808) + chr(4639 - 4528) + '\x31' + chr(49) + '\063', 8), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(0b100000 + 0o117) + chr(0b11111 + 0o24) + chr(0b110110), ord("\x08")), nzTpIcepk0o8(chr(270 - 222) + '\x6f' + chr(0b100110 + 0o13) + chr(423 - 375) + '\064', 0o10), nzTpIcepk0o8(chr(68 - 20) + chr(0b1101111) + chr(0b110011) + '\066' + chr(0b1100 + 0o44), 13440 - 13432), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(49) + chr(49), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(49) + '\x37' + chr(571 - 518), 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(52) + chr(55), 19031 - 19023), nzTpIcepk0o8(chr(2060 - 2012) + chr(111) + chr(52) + '\x36', 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(51) + chr(0b110101) + chr(0b101111 + 0o7), 0b1000), nzTpIcepk0o8(chr(0b110 + 0o52) + chr(111) + '\x36' + chr(54), 0o10), nzTpIcepk0o8(chr(0b11011 + 0o25) + '\157' + chr(0b110001) + chr(1159 - 1111), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + '\063' + chr(49) + chr(48), 0b1000), nzTpIcepk0o8('\x30' + chr(0b10111 + 0o130) + chr(0b101001 + 0o12) + chr(469 - 421) + chr(280 - 230), 0b1000), nzTpIcepk0o8(chr(2075 - 2027) + chr(111) + chr(0b110010) + chr(0b110110) + chr(0b10010 + 0o40), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(735 - 684) + chr(0b11010 + 0o34), 8), nzTpIcepk0o8('\060' + chr(0b1101111) + '\065', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(4908 - 4797) + chr(52) + chr(0b110 + 0o52), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110001) + chr(2333 - 2278), 4860 - 4852), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\063' + chr(0b1100 + 0o47) + chr(1436 - 1384), 0b1000), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(11773 - 11662) + chr(2143 - 2093) + chr(0b110 + 0o57) + chr(0b1101 + 0o50), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\x33' + chr(49) + chr(1159 - 1108), 5583 - 5575), nzTpIcepk0o8('\060' + chr(0b111000 + 0o67) + chr(2202 - 2148), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(11446 - 11335) + chr(50) + chr(1961 - 1906) + chr(53), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110110) + '\065', 6835 - 6827)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(0b1101111) + '\065' + chr(0b110000), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'~'), chr(0b1100100) + '\145' + '\143' + chr(0b1000111 + 0o50) + chr(0b1100001 + 0o3) + chr(101))(chr(12743 - 12626) + chr(116) + chr(0b1011000 + 0o16) + chr(0b101101) + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def KGt5BXvhE1wS(T3ks_jcPFseI, s93qyRHd7l1y=None, Yd7Rjip5B5Mk=None, dd9k_9ENnwTw=None, wELe2JJPb28t=None, t3TBppk7s7__=None, ktdbZd_IecPA=roI3spqORKae(ES5oEprVxulp(b'3A]\xb5\x81\xf8c\x8e\x99'), chr(100) + '\x65' + chr(0b1100001 + 0o2) + '\x6f' + chr(100) + chr(10140 - 10039))('\165' + chr(116) + '\146' + chr(45) + '\x38'), BBM8dxm7YWge=None, kMBz145toiBz=None, ssEbBfVoON3x=None):
if kMBz145toiBz is None:
kMBz145toiBz = xrAMPSxhVYOb.pyplot.RloBOY1J4XEQ()
s93qyRHd7l1y = npl_ogR_0w07(T3ks_jcPFseI, color=s93qyRHd7l1y, cmap=Yd7Rjip5B5Mk, vmin=dd9k_9ENnwTw, vmax=wELe2JJPb28t, alpha=t3TBppk7s7__, underlay=ktdbZd_IecPA, mask=BBM8dxm7YWge)
return pgx1s6VxAb4g(T3ks_jcPFseI, s93qyRHd7l1y, axes=kMBz145toiBz, triangulation=ssEbBfVoON3x) |
noahbenson/neuropythy | neuropythy/graphics/core.py | cortex_plot | def cortex_plot(mesh, *args, **opts):
'''
cortex_plot(mesh) calls either cortex_plot_2D or cortex_plot_3D depending on the dimensionality
of the given mesh, and yields the resulting graphics object. All optional arguments supported
by each is supported by cortex plot.
The following options are accepted:
* color (default: None) specifies the color to plot for each vertex; this argument may take a
number of forms:
* None, do not plot a color over the underlay (the default)
* a matrix of RGB or RGBA values, one per vertex
* a property vector or a string naming a property, in which case the cmap, vmin, and vmax
arguments are used to generate colors
* a function that, when passed a single argument, a dict of the properties of a single
vertex, yields an RGB or RGBA list for that vertex.
* cmap (default: 'log_eccentricity') specifies the colormap to use in plotting if the color
argument provided is a property.
* vmin (default: None) specifies the minimum value for scaling the property when one is passed
as the color option. None means to use the min value of the property.
* vmax (default: None) specifies the maximum value for scaling the property when one is passed
as the color option. None means to use the max value of the property.
* underlay (default: 'curvature') specifies the default underlay color to plot for the
cortical surface; it may be None, 'curvature', or a color.
* alpha (default None) specifies the alpha values to use for the color plot. If None, then
leaves the alpha values from color unchanged. If a single number, then all alpha values in
color are multiplied by that value. If a list of values, one per vertex, then this vector
is multiplied by the alpha values. Finally, any negative value is set instead of multiplied.
So, for example, if there were 3 vertices with:
* color = ((0,0,0,1), (0,0,1,0.5), (0,0,0.75,0,8))
* alpha = (-0.5, 1, 0.5)
then the resulting colors plotted will be ((0,0,0,0.5), (0,0,1,0.5), (0,0,0.75,0,4)).
* mask (default: None) specifies a mask to use for the mesh; thi sis passed through map.mask()
to figure out the masking. Those vertices not in the mask are not plotted (but they will be
plotted in the underlay if it is not None).
* hemi (defaut: None) specifies the hemisphere to use. If the passed mesh object is actually a
subject or mesh pair then this specifies which hemisphere to use. If the passed object is a
mesh, then this overrides its chirality, if specified in meta_data. If two hemispheres are
given, then this may be 'both' or 'split' in accordinace with PySurfer's Brain() class.
* surface (default: 'white') specifies the surface to use if the mesh object passed is in fact
either a cortex or subject object.
* axes (default: None) specifies a particular set of matplotlib pyplot axes that should be
used. If axes is Ellipsis, then instead of attempting to render the plot, a tuple of
(tri, zs, cmap) is returned; in this case, tri is a matplotlib.tri.Triangulation
object for the given map and zs and cmap are an array and colormap (respectively) that
will produce the correct colors. Without axes equal to Ellipsis, these would instead
be rendered as axes.tripcolor(tri, zs, cmap, shading='gouraud'). If axes is None, then
uses the current axes.
* triangulation (default: None) specifies the matplotlib triangulation object to use, if one
already exists; otherwise a new one is made.
'''
if not isinstance(mesh, geo.Mesh) or mesh.coordinates.shape[0] > 2:
# must be a 3D call
return cortex_plot_3D(mesh, *args, **opts)
else:
return cortex_plot_2D(mesh, *args, **opts) | python | def cortex_plot(mesh, *args, **opts):
'''
cortex_plot(mesh) calls either cortex_plot_2D or cortex_plot_3D depending on the dimensionality
of the given mesh, and yields the resulting graphics object. All optional arguments supported
by each is supported by cortex plot.
The following options are accepted:
* color (default: None) specifies the color to plot for each vertex; this argument may take a
number of forms:
* None, do not plot a color over the underlay (the default)
* a matrix of RGB or RGBA values, one per vertex
* a property vector or a string naming a property, in which case the cmap, vmin, and vmax
arguments are used to generate colors
* a function that, when passed a single argument, a dict of the properties of a single
vertex, yields an RGB or RGBA list for that vertex.
* cmap (default: 'log_eccentricity') specifies the colormap to use in plotting if the color
argument provided is a property.
* vmin (default: None) specifies the minimum value for scaling the property when one is passed
as the color option. None means to use the min value of the property.
* vmax (default: None) specifies the maximum value for scaling the property when one is passed
as the color option. None means to use the max value of the property.
* underlay (default: 'curvature') specifies the default underlay color to plot for the
cortical surface; it may be None, 'curvature', or a color.
* alpha (default None) specifies the alpha values to use for the color plot. If None, then
leaves the alpha values from color unchanged. If a single number, then all alpha values in
color are multiplied by that value. If a list of values, one per vertex, then this vector
is multiplied by the alpha values. Finally, any negative value is set instead of multiplied.
So, for example, if there were 3 vertices with:
* color = ((0,0,0,1), (0,0,1,0.5), (0,0,0.75,0,8))
* alpha = (-0.5, 1, 0.5)
then the resulting colors plotted will be ((0,0,0,0.5), (0,0,1,0.5), (0,0,0.75,0,4)).
* mask (default: None) specifies a mask to use for the mesh; thi sis passed through map.mask()
to figure out the masking. Those vertices not in the mask are not plotted (but they will be
plotted in the underlay if it is not None).
* hemi (defaut: None) specifies the hemisphere to use. If the passed mesh object is actually a
subject or mesh pair then this specifies which hemisphere to use. If the passed object is a
mesh, then this overrides its chirality, if specified in meta_data. If two hemispheres are
given, then this may be 'both' or 'split' in accordinace with PySurfer's Brain() class.
* surface (default: 'white') specifies the surface to use if the mesh object passed is in fact
either a cortex or subject object.
* axes (default: None) specifies a particular set of matplotlib pyplot axes that should be
used. If axes is Ellipsis, then instead of attempting to render the plot, a tuple of
(tri, zs, cmap) is returned; in this case, tri is a matplotlib.tri.Triangulation
object for the given map and zs and cmap are an array and colormap (respectively) that
will produce the correct colors. Without axes equal to Ellipsis, these would instead
be rendered as axes.tripcolor(tri, zs, cmap, shading='gouraud'). If axes is None, then
uses the current axes.
* triangulation (default: None) specifies the matplotlib triangulation object to use, if one
already exists; otherwise a new one is made.
'''
if not isinstance(mesh, geo.Mesh) or mesh.coordinates.shape[0] > 2:
# must be a 3D call
return cortex_plot_3D(mesh, *args, **opts)
else:
return cortex_plot_2D(mesh, *args, **opts) | [
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* color (default: None) specifies the color to plot for each vertex; this argument may take a
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* a matrix of RGB or RGBA values, one per vertex
* a property vector or a string naming a property, in which case the cmap, vmin, and vmax
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* a function that, when passed a single argument, a dict of the properties of a single
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* cmap (default: 'log_eccentricity') specifies the colormap to use in plotting if the color
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* vmin (default: None) specifies the minimum value for scaling the property when one is passed
as the color option. None means to use the min value of the property.
* vmax (default: None) specifies the maximum value for scaling the property when one is passed
as the color option. None means to use the max value of the property.
* underlay (default: 'curvature') specifies the default underlay color to plot for the
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* alpha (default None) specifies the alpha values to use for the color plot. If None, then
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* color = ((0,0,0,1), (0,0,1,0.5), (0,0,0.75,0,8))
* alpha = (-0.5, 1, 0.5)
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to figure out the masking. Those vertices not in the mask are not plotted (but they will be
plotted in the underlay if it is not None).
* hemi (defaut: None) specifies the hemisphere to use. If the passed mesh object is actually a
subject or mesh pair then this specifies which hemisphere to use. If the passed object is a
mesh, then this overrides its chirality, if specified in meta_data. If two hemispheres are
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* axes (default: None) specifies a particular set of matplotlib pyplot axes that should be
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object for the given map and zs and cmap are an array and colormap (respectively) that
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uses the current axes.
* triangulation (default: None) specifies the matplotlib triangulation object to use, if one
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ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(111) + '\061' + '\x37' + chr(0b0 + 0o63), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(50) + chr(1571 - 1521), 0o10), nzTpIcepk0o8(chr(1588 - 1540) + chr(11193 - 11082) + chr(0b110010) + '\x30' + chr(0b110001), 59894 - 59886), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b100111 + 0o13) + '\063', 44058 - 44050), nzTpIcepk0o8(chr(48) + '\157' + chr(888 - 838) + '\x34' + '\x37', 25329 - 25321), nzTpIcepk0o8('\060' + chr(111) + chr(49) + chr(0b101100 + 0o4) + '\x36', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + '\063' + chr(1884 - 1835) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(0b100001 + 0o17) + chr(4874 - 4763) + chr(0b0 + 0o61) + '\x30' + '\x32', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1000011 + 0o54) + chr(0b110011) + '\x33', ord("\x08")), nzTpIcepk0o8('\060' + chr(9345 - 9234) + '\x31' + '\065' + '\x32', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1001000 + 0o47) + chr(0b110001) + '\x35' + '\061', 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(310 - 261) + chr(0b110111) + chr(0b110001 + 0o3), ord("\x08")), nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(4996 - 4885) + '\x33' + chr(51) + '\061', 0o10), nzTpIcepk0o8('\060' + '\157' + '\x31' + '\064' + chr(49), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\063' + chr(0b10110 + 0o41) + '\062', 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(50) + chr(51) + '\x32', 0b1000), nzTpIcepk0o8(chr(2174 - 2126) + chr(6106 - 5995) + chr(0b110010) + '\065' + chr(0b110110), 31565 - 31557), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b11011 + 0o31) + chr(51), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(49) + chr(0b110011) + chr(52), 2548 - 2540), nzTpIcepk0o8(chr(841 - 793) + chr(111) + '\063' + '\060' + chr(0b110101), 8671 - 8663), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b11000 + 0o32) + chr(0b110101) + chr(49), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b110011 + 0o74) + chr(0b110010) + chr(0b0 + 0o66) + '\064', 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(51) + '\066', 46317 - 46309), nzTpIcepk0o8(chr(614 - 566) + '\157' + chr(0b110001) + '\x33' + chr(49), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b11100 + 0o123) + chr(0b110001) + chr(54) + '\x34', 0b1000), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(0b1101111) + chr(49) + chr(55) + '\064', 8), nzTpIcepk0o8('\x30' + chr(111) + chr(50) + chr(0b100100 + 0o14) + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110001) + '\x32' + chr(681 - 626), 0o10), nzTpIcepk0o8('\060' + chr(0b1100010 + 0o15) + chr(0b110001) + '\x32' + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(1969 - 1921) + chr(0b111100 + 0o63) + chr(0b100 + 0o56) + chr(0b11001 + 0o33) + chr(640 - 586), ord("\x08")), nzTpIcepk0o8(chr(1817 - 1769) + chr(111) + '\x32' + '\060' + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(1942 - 1894) + '\x6f' + chr(485 - 434) + '\x34' + chr(0b110000 + 0o6), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110010) + '\x31', 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(50) + '\060' + chr(0b100110 + 0o15), 8), nzTpIcepk0o8('\x30' + chr(2343 - 2232) + chr(1545 - 1492) + chr(0b110110), 41198 - 41190), nzTpIcepk0o8(chr(0b100000 + 0o20) + chr(0b1101111) + '\x32' + chr(52) + chr(49), 7627 - 7619), nzTpIcepk0o8('\060' + '\x6f' + chr(49) + '\060' + '\064', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110100) + chr(53), 46734 - 46726), nzTpIcepk0o8(chr(994 - 946) + chr(0b1010101 + 0o32) + '\062' + '\066', ord("\x08")), nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(0b1101111) + chr(0b110001) + '\x34' + chr(53), 23099 - 23091)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(0b10100 + 0o133) + '\x35' + chr(0b110000), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'U'), chr(0b110101 + 0o57) + '\145' + '\x63' + '\157' + chr(100) + chr(4888 - 4787))(chr(117) + '\164' + '\x66' + chr(0b10011 + 0o32) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def Arstw9Mtkwpj(olfRNjSgvQh6, *eemPYp2vtTSr, **M8wfvmpEewAe):
if not suIjIS24Zkqw(olfRNjSgvQh6, roI3spqORKae(GZNMH8A4U3yp, roI3spqORKae(ES5oEprVxulp(b'6w\xf2{'), '\x64' + chr(0b1100101) + chr(1042 - 943) + chr(111) + chr(100) + chr(101))('\165' + chr(0b1110100) + '\146' + chr(921 - 876) + '\070'))) or roI3spqORKae(olfRNjSgvQh6.coordinates, roI3spqORKae(ES5oEprVxulp(b'\x17z\xe3^\x97\x7f\xf9\x03]=Q\x1a'), chr(0b1010001 + 0o23) + chr(0b1100101) + '\143' + chr(0b1101111) + chr(0b1000 + 0o134) + chr(0b11010 + 0o113))(chr(0b1110101) + chr(116) + '\146' + '\055' + chr(0b111000)))[nzTpIcepk0o8(chr(1486 - 1438) + chr(6195 - 6084) + '\060', 10705 - 10697)] > nzTpIcepk0o8('\060' + chr(0b1101111) + chr(50), ord("\x08")):
return X2DU3qqccRFI(olfRNjSgvQh6, *eemPYp2vtTSr, **M8wfvmpEewAe)
else:
return KGt5BXvhE1wS(olfRNjSgvQh6, *eemPYp2vtTSr, **M8wfvmpEewAe) |
noahbenson/neuropythy | neuropythy/graphics/core.py | trace_roi | def trace_roi(hemi, map_proj, closed=True, event_handlers=None, alternate_plots=None, **kw):
'''
trace_roi(hemi, map_proj) yields an ROIDrawer object that controls the tracing of lines around
an ROI in a 2D matplotlib plot. After the ROI has been drawn in the plot, the resulting path
trace can be obtained via the roi_drawer.trace object.
ROI tracing is very simple: any point in the plot is appended to the path as it is clicked; in
order to eliminate the previous point, hold shift while clicking. To end the path, hold control
while clicking. To abort the path, hold both shift and control while clicking. (Double-clicking
should be equivalent to control-clicking, but this does not work in all setups.) In order to use
the ROI tracing, `%matplotlib notebook` is recommended.
The trace_roi() function accepts all options that can be passed to cortex_plot() as well as the
following options:
* closed (default: True) specifies whether the path-trace that is constructed should be closed
(True) or open (False).
* event_handlers (default: None) specifies additional event handlers (named by key) for the
ROIDrawer().
* alternate_plots (default: None) specifies a list of alternate plotting functions that must
accept the axes as an argument (these are cycled with tab-click). Alternately, these may be
matplotlib TriMesh objects that are simply made visible.
'''
if event_handlers is None: event_handlers = {}
if alternate_plots is None: alternate_plots = []
# if if there are alternate plots, go ahead and set them up:
if alternate_plots:
pass | python | def trace_roi(hemi, map_proj, closed=True, event_handlers=None, alternate_plots=None, **kw):
'''
trace_roi(hemi, map_proj) yields an ROIDrawer object that controls the tracing of lines around
an ROI in a 2D matplotlib plot. After the ROI has been drawn in the plot, the resulting path
trace can be obtained via the roi_drawer.trace object.
ROI tracing is very simple: any point in the plot is appended to the path as it is clicked; in
order to eliminate the previous point, hold shift while clicking. To end the path, hold control
while clicking. To abort the path, hold both shift and control while clicking. (Double-clicking
should be equivalent to control-clicking, but this does not work in all setups.) In order to use
the ROI tracing, `%matplotlib notebook` is recommended.
The trace_roi() function accepts all options that can be passed to cortex_plot() as well as the
following options:
* closed (default: True) specifies whether the path-trace that is constructed should be closed
(True) or open (False).
* event_handlers (default: None) specifies additional event handlers (named by key) for the
ROIDrawer().
* alternate_plots (default: None) specifies a list of alternate plotting functions that must
accept the axes as an argument (these are cycled with tab-click). Alternately, these may be
matplotlib TriMesh objects that are simply made visible.
'''
if event_handlers is None: event_handlers = {}
if alternate_plots is None: alternate_plots = []
# if if there are alternate plots, go ahead and set them up:
if alternate_plots:
pass | [
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ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110001) + chr(0b110001) + chr(0b10111 + 0o40), 15172 - 15164), nzTpIcepk0o8(chr(48) + '\x6f' + chr(1361 - 1312) + '\x30' + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(51) + '\060' + chr(0b110001 + 0o2), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1010 + 0o145) + '\x31' + '\x32' + '\060', 0b1000), nzTpIcepk0o8(chr(48) + chr(10727 - 10616) + '\063' + chr(2576 - 2522) + '\x33', 61623 - 61615), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x34' + chr(603 - 554), 0b1000), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(111) + '\063' + '\x32' + '\x36', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(2779 - 2668) + chr(0b110111) + chr(0b100111 + 0o12), 8366 - 8358), nzTpIcepk0o8('\060' + '\x6f' + '\061' + chr(0b11100 + 0o26) + '\064', 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(51) + chr(1781 - 1731) + chr(0b10011 + 0o35), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\064', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(652 - 603) + '\x34' + '\x34', 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(51) + '\x37' + chr(0b110000), 11420 - 11412), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110001) + chr(0b110000 + 0o2) + chr(0b100100 + 0o17), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1010101 + 0o32) + chr(0b10010 + 0o40) + chr(54), 0o10), nzTpIcepk0o8(chr(610 - 562) + chr(0b100001 + 0o116) + chr(2701 - 2646) + chr(0b100011 + 0o16), 8), nzTpIcepk0o8(chr(1121 - 1073) + '\x6f' + chr(0b101111 + 0o4) + chr(0b110011) + chr(0b11101 + 0o26), 0b1000), nzTpIcepk0o8(chr(1072 - 1024) + chr(0b1001111 + 0o40) + chr(51) + chr(2370 - 2319) + chr(0b101100 + 0o12), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b10011 + 0o40) + chr(50) + '\064', 36464 - 36456), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b10110 + 0o33) + '\060' + chr(52), 8), nzTpIcepk0o8('\060' + chr(111) + '\x33' + '\x36' + '\067', 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\x33' + chr(363 - 314) + '\063', 0b1000), nzTpIcepk0o8(chr(1832 - 1784) + '\157' + chr(53) + chr(0b110010), 0o10), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(111) + chr(2378 - 2329) + chr(0b110101) + chr(0b110100), 0o10), nzTpIcepk0o8(chr(279 - 231) + chr(111) + chr(777 - 726) + chr(2301 - 2249) + chr(50), 51294 - 51286), nzTpIcepk0o8('\060' + '\x6f' + chr(0b11001 + 0o32) + chr(0b110010 + 0o5), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1011111 + 0o20) + '\062' + chr(673 - 625) + chr(53), 0b1000), nzTpIcepk0o8('\x30' + '\157' + '\063' + '\x33' + chr(0b110000), 0b1000), nzTpIcepk0o8('\x30' + chr(9180 - 9069) + chr(0b1011 + 0o50) + chr(1188 - 1133) + chr(0b10001 + 0o44), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(52) + '\x36', 0b1000), nzTpIcepk0o8(chr(0b100100 + 0o14) + '\157' + chr(2045 - 1996) + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(49) + '\x35', 0o10), nzTpIcepk0o8('\x30' + '\157' + '\062' + '\062' + '\x32', ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(0b1110 + 0o45) + chr(534 - 479) + chr(1519 - 1468), ord("\x08")), nzTpIcepk0o8(chr(0b100110 + 0o12) + '\157' + chr(0b10011 + 0o37) + '\x30', 0b1000), nzTpIcepk0o8(chr(734 - 686) + chr(698 - 587) + '\061' + chr(49) + '\x33', 17105 - 17097), nzTpIcepk0o8(chr(48) + chr(111) + chr(52) + chr(49), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\062' + chr(49) + chr(55), 0o10), nzTpIcepk0o8('\060' + chr(222 - 111) + '\062' + chr(2023 - 1969) + chr(921 - 867), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1000100 + 0o53) + '\x33' + chr(0b110010) + chr(0b1 + 0o65), 8)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + '\157' + chr(53) + chr(48), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'a'), chr(0b1001001 + 0o33) + '\x65' + chr(0b100 + 0o137) + chr(0b1101111) + chr(7871 - 7771) + '\x65')('\x75' + chr(116) + '\x66' + chr(45) + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def Vds2lQ0QjY2P(nRSX3HCpSIw0, Hd3Bsqd_yEJ0, VY5JklgBzYSJ=nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x31', 8744 - 8736), M3F_Tuv_KRSO=None, g0FbSjIL62ae=None, **n_DqV9fOWrXc):
if M3F_Tuv_KRSO is None:
M3F_Tuv_KRSO = {}
if g0FbSjIL62ae is None:
g0FbSjIL62ae = []
if g0FbSjIL62ae:
pass |
noahbenson/neuropythy | neuropythy/hcp/files.py | add_subject_path | def add_subject_path(path, index=None):
'''
add_subject_path(path) will add the given path to the list of subject directories in which to
search for HCP subjects. The optional argument index may be given to specify the precedence of
this path when searching for a new subject; the default, 0, always inserts the path at the
front of the list; a value of k indicates that the new list should have the new path at index
k.
The path may contain :'s, in which case the individual directories are separated and added. If
the given path is not a directory or the path could not be inserted, yields False; otherwise,
yields True. If the string contains a : and multiple paths, then True is yielded only if all
paths were successfully inserted. See also subject_paths.
'''
paths = [p for p in path.split(':') if len(p) > 0]
if len(paths) > 1:
tests = [add_subject_path(p, index=index) for p in reversed(paths)]
return all(t for t in tests)
else:
spaths = config['hcp_subject_paths']
path = os.path.expanduser(path)
if not os.path.isdir(path): return False
if path in spaths: return True
try:
if index is None or index is Ellipsis:
sd = spaths + [path]
else:
sd = spaths + []
sd.insert(index, path)
config['hcp_subject_paths'] = sd
return True
except Exception:
return False | python | def add_subject_path(path, index=None):
'''
add_subject_path(path) will add the given path to the list of subject directories in which to
search for HCP subjects. The optional argument index may be given to specify the precedence of
this path when searching for a new subject; the default, 0, always inserts the path at the
front of the list; a value of k indicates that the new list should have the new path at index
k.
The path may contain :'s, in which case the individual directories are separated and added. If
the given path is not a directory or the path could not be inserted, yields False; otherwise,
yields True. If the string contains a : and multiple paths, then True is yielded only if all
paths were successfully inserted. See also subject_paths.
'''
paths = [p for p in path.split(':') if len(p) > 0]
if len(paths) > 1:
tests = [add_subject_path(p, index=index) for p in reversed(paths)]
return all(t for t in tests)
else:
spaths = config['hcp_subject_paths']
path = os.path.expanduser(path)
if not os.path.isdir(path): return False
if path in spaths: return True
try:
if index is None or index is Ellipsis:
sd = spaths + [path]
else:
sd = spaths + []
sd.insert(index, path)
config['hcp_subject_paths'] = sd
return True
except Exception:
return False | [
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"t... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/hcp/files.py#L48-L78 | train | Add a path to the list of subject directories in which to
search for a new subject. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + chr(0b11010 + 0o125) + chr(51) + chr(0b110011) + '\x35', 0o10), nzTpIcepk0o8('\060' + chr(3459 - 3348) + '\066' + chr(0b110111), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(50), 18428 - 18420), nzTpIcepk0o8(chr(198 - 150) + chr(111) + '\063' + chr(0b110011) + chr(0b110 + 0o52), ord("\x08")), nzTpIcepk0o8(chr(1185 - 1137) + chr(0b1001101 + 0o42) + chr(51) + chr(2455 - 2404) + chr(48), 8), nzTpIcepk0o8(chr(0b10111 + 0o31) + chr(111) + chr(449 - 399) + chr(0b110001) + '\064', 30431 - 30423), nzTpIcepk0o8('\x30' + chr(0b101101 + 0o102) + chr(54) + '\x37', 8), nzTpIcepk0o8('\060' + '\157' + '\063' + chr(51) + '\067', 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(0b110010) + chr(2384 - 2333) + '\x35', 3098 - 3090), nzTpIcepk0o8('\060' + chr(9119 - 9008) + '\064' + '\x33', 0o10), nzTpIcepk0o8(chr(1181 - 1133) + chr(111) + chr(0b1000 + 0o51) + '\x32' + chr(0b100101 + 0o21), 0b1000), nzTpIcepk0o8(chr(1156 - 1108) + '\157' + chr(539 - 490) + chr(55) + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\062' + chr(0b10000 + 0o42) + chr(1751 - 1698), 1043 - 1035), nzTpIcepk0o8(chr(0b110000) + chr(0b1001001 + 0o46) + chr(51) + chr(300 - 245) + chr(144 - 89), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1010001 + 0o36) + '\x33' + '\x33' + chr(0b110001 + 0o1), 60481 - 60473), nzTpIcepk0o8('\060' + chr(0b1001110 + 0o41) + chr(0b11111 + 0o22) + chr(50) + '\x36', 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b1011 + 0o47) + '\x32' + chr(0b101111 + 0o6), 8), nzTpIcepk0o8(chr(0b110000) + chr(7325 - 7214) + chr(50) + '\065' + '\x31', 55655 - 55647), nzTpIcepk0o8(chr(48) + chr(0b1000 + 0o147) + chr(49) + '\x37' + chr(1508 - 1456), ord("\x08")), nzTpIcepk0o8(chr(0b10 + 0o56) + chr(0b101001 + 0o106) + '\063' + chr(0b101111 + 0o1) + chr(0b110110), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(0b1000 + 0o52) + '\062' + chr(2418 - 2367), 0o10), nzTpIcepk0o8(chr(0b11101 + 0o23) + '\157' + chr(0b10100 + 0o37) + chr(53) + chr(2833 - 2778), 22226 - 22218), nzTpIcepk0o8(chr(48) + '\x6f' + '\x33' + chr(1223 - 1168) + chr(2348 - 2297), ord("\x08")), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(111) + '\x31' + chr(548 - 495) + chr(310 - 256), 0o10), nzTpIcepk0o8(chr(48) + '\157' + '\061' + chr(0b110100), 0b1000), nzTpIcepk0o8('\x30' + chr(8894 - 8783) + '\x33' + chr(50), 24923 - 24915), nzTpIcepk0o8(chr(48) + chr(111) + '\x33' + chr(0b110011 + 0o3) + chr(0b110001 + 0o6), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + '\x33' + chr(1901 - 1853) + chr(450 - 401), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + '\063' + '\x30' + chr(0b110011), 0o10), nzTpIcepk0o8(chr(48) + chr(10361 - 10250) + chr(54) + chr(0b100 + 0o57), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b11010 + 0o31) + chr(0b101011 + 0o13) + chr(319 - 269), 17274 - 17266), nzTpIcepk0o8(chr(92 - 44) + chr(111) + chr(2413 - 2362) + chr(0b1001 + 0o47) + '\x37', ord("\x08")), nzTpIcepk0o8('\x30' + chr(6909 - 6798) + '\x35' + chr(0b110101), 0o10), nzTpIcepk0o8(chr(2142 - 2094) + '\157' + '\x31' + chr(1236 - 1187), 0b1000), nzTpIcepk0o8('\060' + chr(0b1100100 + 0o13) + chr(1688 - 1637) + chr(54) + '\x32', 8), nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(111) + chr(398 - 349) + chr(0b110000) + chr(0b10 + 0o60), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(2331 - 2280) + chr(0b100111 + 0o15) + chr(0b110000), 0o10), nzTpIcepk0o8(chr(1889 - 1841) + chr(111) + chr(0b1010 + 0o47) + chr(0b110011) + '\x37', 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(55) + '\x36', 55863 - 55855), nzTpIcepk0o8('\x30' + '\x6f' + chr(51) + chr(0b101111 + 0o10) + chr(1584 - 1535), 42486 - 42478)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(1188 - 1140) + chr(5798 - 5687) + chr(1573 - 1520) + chr(0b1000 + 0o50), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xf3'), chr(0b11 + 0o141) + '\x65' + '\x63' + chr(111) + chr(0b1100100) + chr(4824 - 4723))(chr(117) + chr(0b1110100) + chr(0b111110 + 0o50) + chr(1096 - 1051) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def ZqlYfKJfOdiW(_pSYqrosNb95, ZpfN5tSLaZze=None):
IQFTbBEt8buE = [fSdw5wwLo9MO for fSdw5wwLo9MO in _pSYqrosNb95.LfRrQOxuDvnC(roI3spqORKae(ES5oEprVxulp(b'\xe7'), chr(100) + chr(3094 - 2993) + chr(0b1011111 + 0o4) + chr(11461 - 11350) + chr(0b100011 + 0o101) + chr(101))('\165' + chr(1517 - 1401) + chr(102) + '\x2d' + chr(0b111000))) if ftfygxgFas5X(fSdw5wwLo9MO) > nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(171 - 123), 13720 - 13712)]
if ftfygxgFas5X(IQFTbBEt8buE) > nzTpIcepk0o8('\x30' + chr(111) + '\061', ord("\x08")):
JAxaJeZALw_t = [ZqlYfKJfOdiW(fSdw5wwLo9MO, index=ZpfN5tSLaZze) for fSdw5wwLo9MO in DoS4vLAglV8A(IQFTbBEt8buE)]
return qX60lO1lgHA5((h3Vc_4wxEbgd for h3Vc_4wxEbgd in JAxaJeZALw_t))
else:
qX_lIlfFG1qh = kgkKUcD36lls[roI3spqORKae(ES5oEprVxulp(b'\xb5Tr\x87\xab\xf9U\xb5\xf8@"!\xe5\x9e\xae>\xe6'), '\144' + chr(101) + chr(8990 - 8891) + chr(0b1101111) + chr(0b101 + 0o137) + chr(0b1100101))(chr(0b1110101) + '\x74' + chr(4586 - 4484) + chr(45) + chr(56))]
_pSYqrosNb95 = aHUqKstZLeS6.path.expanduser(_pSYqrosNb95)
if not roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'\x85_R\xe9\x82\xf8u\xe6\xfcr,<'), '\x64' + chr(5629 - 5528) + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))('\165' + chr(6397 - 6281) + chr(0b101010 + 0o74) + '\055' + chr(56)))(_pSYqrosNb95):
return nzTpIcepk0o8(chr(0b110000) + chr(4571 - 4460) + '\060', 8)
if _pSYqrosNb95 in qX_lIlfFG1qh:
return nzTpIcepk0o8(chr(0b10111 + 0o31) + '\157' + chr(49), 8)
try:
if ZpfN5tSLaZze is None or ZpfN5tSLaZze is RjQP07DYIdkf:
Aag3otPg0doQ = qX_lIlfFG1qh + [_pSYqrosNb95]
else:
Aag3otPg0doQ = qX_lIlfFG1qh + []
roI3spqORKae(Aag3otPg0doQ, roI3spqORKae(ES5oEprVxulp(b'\xb4Yq\xbd\xaa\xf8'), chr(725 - 625) + chr(0b10100 + 0o121) + chr(0b1100011) + '\x6f' + '\144' + chr(0b1100 + 0o131))('\165' + chr(7395 - 7279) + '\x66' + '\x2d' + chr(56)))(ZpfN5tSLaZze, _pSYqrosNb95)
kgkKUcD36lls[roI3spqORKae(ES5oEprVxulp(b'\xb5Tr\x87\xab\xf9U\xb5\xf8@"!\xe5\x9e\xae>\xe6'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(7405 - 7294) + '\144' + '\145')('\x75' + chr(0b1011100 + 0o30) + chr(0b1100110) + chr(45) + '\x38')] = Aag3otPg0doQ
return nzTpIcepk0o8(chr(641 - 593) + chr(111) + chr(258 - 209), 8)
except zfo2Sgkz3IVJ:
return nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(48), 8) |
noahbenson/neuropythy | neuropythy/hcp/files.py | find_subject_path | def find_subject_path(sid):
'''
find_subject_path(sub) yields the full path of a HCP subject with the name given by the string
sub, if such a subject can be found in the HCP search paths. See also add_subject_path.
If no subject is found, then None is returned.
'''
# if it's a full/relative path already, use it:
sub = str(sid)
sdirs = config['hcp_subject_paths']
if _auto_download_options is not None and 'subjects_path' in _auto_download_options:
sdirs = list(sdirs) + [_auto_download_options['subjects_path']]
if os.path.isdir(sub): return os.path.abspath(sub)
pth = next((os.path.abspath(p) for sd in sdirs
for p in [os.path.join(sd, sub)]
if os.path.isdir(p)),
None)
if pth is not None: return pth
# see if we can create them
if _auto_download_options is None or not _auto_download_options['structure'] or \
not _auto_downloadable(sid):
return None
# first see if the subject existst there
pth = os.path.join(_auto_download_options['subjects_path'], sub)
if os.path.isdir(pth): return pth
try: os.makedirs(os.path.abspath(pth), 0o755)
except Exception: return None
return pth | python | def find_subject_path(sid):
'''
find_subject_path(sub) yields the full path of a HCP subject with the name given by the string
sub, if such a subject can be found in the HCP search paths. See also add_subject_path.
If no subject is found, then None is returned.
'''
# if it's a full/relative path already, use it:
sub = str(sid)
sdirs = config['hcp_subject_paths']
if _auto_download_options is not None and 'subjects_path' in _auto_download_options:
sdirs = list(sdirs) + [_auto_download_options['subjects_path']]
if os.path.isdir(sub): return os.path.abspath(sub)
pth = next((os.path.abspath(p) for sd in sdirs
for p in [os.path.join(sd, sub)]
if os.path.isdir(p)),
None)
if pth is not None: return pth
# see if we can create them
if _auto_download_options is None or not _auto_download_options['structure'] or \
not _auto_downloadable(sid):
return None
# first see if the subject existst there
pth = os.path.join(_auto_download_options['subjects_path'], sub)
if os.path.isdir(pth): return pth
try: os.makedirs(os.path.abspath(pth), 0o755)
except Exception: return None
return pth | [
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/hcp/files.py#L80-L107 | train | Find the full path of a HCP subject with the given sid. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110010) + chr(0b0 + 0o62) + '\062', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111 + 0o0) + chr(0b110001 + 0o1) + '\062' + '\061', 61650 - 61642), nzTpIcepk0o8(chr(1850 - 1802) + chr(1509 - 1398) + chr(0b11101 + 0o26) + '\066' + chr(1831 - 1783), 0o10), nzTpIcepk0o8(chr(99 - 51) + chr(111) + chr(1844 - 1795) + '\x33' + chr(0b110001), 32099 - 32091), nzTpIcepk0o8(chr(0b1101 + 0o43) + '\x6f' + '\062' + '\x31' + chr(55), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(557 - 508) + chr(0b100 + 0o57), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110010 + 0o1) + chr(53) + chr(0b110101), 27146 - 27138), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001) + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110010) + chr(0b110011) + chr(1602 - 1550), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(5927 - 5816) + '\061' + chr(0b110001) + chr(1315 - 1261), 0o10), nzTpIcepk0o8(chr(48) + chr(10713 - 10602) + chr(0b110001) + chr(0b110000 + 0o2) + chr(0b101111 + 0o1), 63570 - 63562), nzTpIcepk0o8(chr(1361 - 1313) + chr(0b11010 + 0o125) + '\x32' + chr(0b110111) + chr(0b110101), 34504 - 34496), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x32' + chr(0b110101 + 0o1) + chr(0b110001 + 0o0), 62248 - 62240), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110110) + chr(1920 - 1868), 32623 - 32615), nzTpIcepk0o8(chr(0b1 + 0o57) + chr(111) + '\063' + chr(1012 - 962) + chr(2282 - 2233), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(1707 - 1656) + chr(53) + chr(0b11100 + 0o24), 32221 - 32213), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\062' + '\063' + '\x35', 0b1000), nzTpIcepk0o8(chr(0b110 + 0o52) + chr(111) + chr(0b110011) + chr(2580 - 2526) + chr(0b1000 + 0o56), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\x33' + '\067' + chr(0b111 + 0o51), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110011) + chr(286 - 238) + chr(0b110101 + 0o2), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b1010 + 0o50) + chr(0b110010) + '\065', ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\x31' + chr(0b11101 + 0o23) + '\062', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\065' + '\x33', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x33' + chr(0b110100) + '\064', 0o10), nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(0b11000 + 0o127) + chr(130 - 79) + chr(0b10100 + 0o34) + chr(0b10100 + 0o41), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b11100 + 0o26) + '\065' + chr(0b110010), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1100001 + 0o16) + chr(0b100111 + 0o14) + '\061' + chr(0b11010 + 0o34), 0o10), nzTpIcepk0o8('\060' + chr(5564 - 5453) + chr(0b100111 + 0o14) + chr(0b100010 + 0o17) + chr(1522 - 1468), 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110001) + '\060' + chr(0b110001), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(49) + chr(0b110011) + chr(0b10111 + 0o37), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110100 + 0o2) + chr(0b11011 + 0o33), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(0b110111) + chr(49), ord("\x08")), nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(0b1101111) + '\x32' + chr(0b110111) + '\x36', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + '\063' + '\x30' + chr(1563 - 1509), 0b1000), nzTpIcepk0o8(chr(0b101000 + 0o10) + '\x6f' + chr(1724 - 1673) + chr(1135 - 1083) + chr(54), 5364 - 5356), nzTpIcepk0o8('\x30' + '\x6f' + chr(72 - 24), 6334 - 6326), nzTpIcepk0o8(chr(48) + chr(0b1011 + 0o144) + '\061' + '\062' + '\x33', 0b1000), nzTpIcepk0o8('\060' + chr(111) + '\x31' + '\067' + chr(2483 - 2428), 0b1000), nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(6427 - 6316) + '\067' + '\x32', 0o10), nzTpIcepk0o8(chr(48) + '\157' + '\061' + '\x35' + chr(1841 - 1788), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + '\x6f' + chr(0b100010 + 0o23) + chr(0b11001 + 0o27), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xbc'), '\x64' + chr(0b1100101) + chr(0b1100011) + '\157' + chr(4819 - 4719) + chr(4911 - 4810))(chr(117) + '\x74' + chr(102) + chr(936 - 891) + chr(0b100111 + 0o21)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def JL8UueCvh2T8(bXIYhT1TDng8):
_zPndKq6xMgp = N9zlRy29S1SS(bXIYhT1TDng8)
IRU_jq9X7fkN = kgkKUcD36lls[roI3spqORKae(ES5oEprVxulp(b'\xfa\xf2\x80\x06\xfc~\x8f`\xf9-$\xe2\xc1U\xa5\x80\xee'), chr(100) + chr(7429 - 7328) + '\143' + chr(111) + chr(0b1100100) + '\145')('\165' + '\164' + chr(102) + chr(45) + '\070')]
if U6r0oy7i7bWU is not None and roI3spqORKae(ES5oEprVxulp(b'\xe1\xe4\x923\xeah\x99y\xc3>1\xc9\xd9'), chr(0b1100100) + '\x65' + chr(99) + '\x6f' + '\144' + chr(0b1010000 + 0o25))(chr(10970 - 10853) + chr(0b1100010 + 0o22) + chr(102) + chr(0b101101) + '\070') in U6r0oy7i7bWU:
IRU_jq9X7fkN = H4NoA26ON7iG(IRU_jq9X7fkN) + [U6r0oy7i7bWU[roI3spqORKae(ES5oEprVxulp(b'\xe1\xe4\x923\xeah\x99y\xc3>1\xc9\xd9'), chr(0b111000 + 0o54) + chr(101) + '\x63' + chr(0b1000101 + 0o52) + '\x64' + '\145')(chr(117) + chr(4579 - 4463) + chr(0b1100110) + '\x2d' + '\070')]]
if roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'\xca\xf9\xa0h\xd5\x7f\xaf3\xfd\x1f*\xff'), '\144' + chr(0b1100101) + '\x63' + chr(8992 - 8881) + chr(0b11100 + 0o110) + chr(0b1010 + 0o133))('\165' + chr(0b1001000 + 0o54) + chr(0b1111 + 0o127) + chr(0b101101) + chr(56)))(_zPndKq6xMgp):
return roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'\xf3\xf3\x83)\xee\x7f\x85'), '\144' + '\x65' + chr(2178 - 2079) + '\x6f' + chr(100) + chr(0b1100101))(chr(9048 - 8931) + '\164' + chr(102) + '\055' + chr(1301 - 1245)))(_zPndKq6xMgp)
zKigb_5NQSq1 = ltB3XhPy2rYf((aHUqKstZLeS6.path.abspath(fSdw5wwLo9MO) for Aag3otPg0doQ in IRU_jq9X7fkN for fSdw5wwLo9MO in [aHUqKstZLeS6.path.Y4yM9BcfTCNq(Aag3otPg0doQ, _zPndKq6xMgp)] if aHUqKstZLeS6.path.XhP1ZtB9aQzB(fSdw5wwLo9MO)), None)
if zKigb_5NQSq1 is not None:
return zKigb_5NQSq1
if U6r0oy7i7bWU is None or not U6r0oy7i7bWU[roI3spqORKae(ES5oEprVxulp(b'\xe1\xe5\x82,\xec\x7f\x98x\xf9'), chr(0b1100100) + chr(0b1100101) + chr(0b1000000 + 0o43) + '\157' + '\144' + chr(0b1100101))(chr(0b1110101) + '\164' + '\146' + chr(0b10111 + 0o26) + '\070')] or (not NFdSmvja8ZpB(bXIYhT1TDng8)):
return None
zKigb_5NQSq1 = aHUqKstZLeS6.path.Y4yM9BcfTCNq(U6r0oy7i7bWU[roI3spqORKae(ES5oEprVxulp(b'\xe1\xe4\x923\xeah\x99y\xc3>1\xc9\xd9'), chr(100) + chr(101) + chr(99) + '\x6f' + chr(951 - 851) + '\x65')(chr(117) + '\x74' + '\146' + chr(45) + chr(1323 - 1267))], _zPndKq6xMgp)
if roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'\xca\xf9\xa0h\xd5\x7f\xaf3\xfd\x1f*\xff'), '\144' + chr(0b1100101) + chr(0b101111 + 0o64) + chr(0b1000010 + 0o55) + chr(9084 - 8984) + '\145')(chr(117) + '\x74' + '\146' + chr(0b1 + 0o54) + chr(0b110111 + 0o1)))(zKigb_5NQSq1):
return zKigb_5NQSq1
try:
roI3spqORKae(aHUqKstZLeS6, roI3spqORKae(ES5oEprVxulp(b'\xff\xf0\x9b<\xebb\x9fy'), chr(0b1001101 + 0o27) + chr(101) + '\143' + chr(111) + chr(0b1100000 + 0o4) + chr(10084 - 9983))(chr(2623 - 2506) + chr(116) + '\146' + chr(938 - 893) + chr(0b101000 + 0o20)))(roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'\xf3\xf3\x83)\xee\x7f\x85'), '\144' + '\x65' + chr(99) + chr(0b101111 + 0o100) + '\144' + chr(0b1100101))(chr(0b11011 + 0o132) + chr(9808 - 9692) + chr(0b11100 + 0o112) + chr(0b11111 + 0o16) + chr(0b11111 + 0o31)))(zKigb_5NQSq1), nzTpIcepk0o8(chr(48) + chr(111) + '\067' + '\065' + chr(53), 49779 - 49771))
except zfo2Sgkz3IVJ:
return None
return zKigb_5NQSq1 |
noahbenson/neuropythy | neuropythy/hcp/files.py | to_subject_id | def to_subject_id(s):
'''
to_subject_id(s) coerces the given string or number into an integer subject id. If s is not a
valid subejct id, raises an exception.
'''
if not pimms.is_number(s) and not pimms.is_str(s):
raise ValueError('invalid type for subject id: %s' % str(type(s)))
if pimms.is_str(s):
try: s = os.path.expanduser(s)
except Exception: pass
if os.path.isdir(s): s = s.split(os.sep)[-1]
s = int(s)
if s > 999999 or s < 100000:
raise ValueError('subject ids must be 6-digit integers whose first digit is > 0')
return s | python | def to_subject_id(s):
'''
to_subject_id(s) coerces the given string or number into an integer subject id. If s is not a
valid subejct id, raises an exception.
'''
if not pimms.is_number(s) and not pimms.is_str(s):
raise ValueError('invalid type for subject id: %s' % str(type(s)))
if pimms.is_str(s):
try: s = os.path.expanduser(s)
except Exception: pass
if os.path.isdir(s): s = s.split(os.sep)[-1]
s = int(s)
if s > 999999 or s < 100000:
raise ValueError('subject ids must be 6-digit integers whose first digit is > 0')
return s | [
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/hcp/files.py#L122-L136 | train | Coerces the given string or number into an integer subject id. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + '\157' + '\x33' + chr(0b110111) + chr(1672 - 1624), ord("\x08")), nzTpIcepk0o8(chr(599 - 551) + '\157' + chr(0b110001) + chr(0b101110 + 0o10) + chr(53), 0o10), nzTpIcepk0o8(chr(1134 - 1086) + chr(0b11111 + 0o120) + chr(0b100101 + 0o15) + '\065' + chr(0b110111), 37661 - 37653), nzTpIcepk0o8('\x30' + chr(5467 - 5356) + chr(0b110010) + '\x35' + chr(49), ord("\x08")), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(11486 - 11375) + '\x32' + '\x31', ord("\x08")), nzTpIcepk0o8(chr(0b11111 + 0o21) + '\157' + chr(53) + '\x33', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x37' + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110011) + '\061' + '\062', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(1330 - 1279) + chr(2102 - 2051), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(55) + chr(342 - 287), 8), nzTpIcepk0o8(chr(0b10111 + 0o31) + chr(9081 - 8970) + chr(0b110001) + chr(2048 - 1998), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b11100 + 0o26) + chr(48) + chr(0b110110), 0o10), nzTpIcepk0o8(chr(1249 - 1201) + chr(0b0 + 0o157) + chr(0b110011) + '\x36' + '\060', 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x33' + chr(0b110001) + '\063', ord("\x08")), nzTpIcepk0o8(chr(0b1001 + 0o47) + '\157' + chr(53) + '\066', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\063' + '\063' + chr(49), ord("\x08")), nzTpIcepk0o8(chr(749 - 701) + chr(1827 - 1716) + chr(51) + '\061' + chr(0b110000), 3053 - 3045), nzTpIcepk0o8(chr(48) + '\157' + chr(0b11011 + 0o26) + chr(0b10100 + 0o40), ord("\x08")), nzTpIcepk0o8(chr(622 - 574) + '\x6f' + chr(0b110001) + chr(2729 - 2676) + chr(53), 0b1000), nzTpIcepk0o8(chr(2212 - 2164) + '\x6f' + chr(51) + chr(53) + chr(48), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\063' + '\062' + '\x35', 0b1000), nzTpIcepk0o8(chr(664 - 616) + chr(111) + '\061' + chr(0b110000) + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(0b1000100 + 0o53) + '\x31' + '\x34', 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x33' + chr(1864 - 1814) + chr(54), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b10 + 0o57) + chr(50), 12170 - 12162), nzTpIcepk0o8(chr(1013 - 965) + '\x6f' + chr(977 - 927) + chr(2158 - 2103) + '\x34', 6253 - 6245), nzTpIcepk0o8('\x30' + chr(3013 - 2902) + chr(77 - 26) + chr(0b10101 + 0o34) + '\067', 63189 - 63181), nzTpIcepk0o8(chr(48) + '\157' + '\x33' + chr(0b110000) + chr(52), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b11100 + 0o123) + chr(0b110011) + chr(51), 8), nzTpIcepk0o8(chr(490 - 442) + chr(0b1100 + 0o143) + '\x36', 3330 - 3322), nzTpIcepk0o8(chr(0b110000 + 0o0) + '\157' + chr(49) + chr(0b1111 + 0o50) + chr(0b10 + 0o65), 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(51) + chr(1915 - 1866) + chr(1493 - 1438), 8), nzTpIcepk0o8(chr(48) + '\157' + chr(2365 - 2311) + chr(0b110010), 38307 - 38299), nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(0b1101010 + 0o5) + '\060', 13805 - 13797), nzTpIcepk0o8('\x30' + '\x6f' + chr(51) + chr(0b10 + 0o56) + chr(50), ord("\x08")), nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(0b1000110 + 0o51) + chr(49) + chr(757 - 704) + '\x31', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1001101 + 0o42) + '\x32' + chr(0b10000 + 0o47) + chr(0b100110 + 0o12), 0o10), nzTpIcepk0o8('\x30' + chr(0b1011000 + 0o27) + '\x31' + chr(0b100011 + 0o17) + '\060', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1100 + 0o143) + chr(2267 - 2218) + chr(0b10110 + 0o37) + chr(0b110100), 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(678 - 627) + '\x33' + '\x34', ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + '\x6f' + '\x35' + chr(1652 - 1604), 5214 - 5206)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xd6'), chr(0b1100100) + '\145' + chr(1265 - 1166) + '\157' + '\x64' + chr(0b110100 + 0o61))('\165' + chr(116) + chr(8503 - 8401) + '\055' + chr(1881 - 1825)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def l67oGPDBpgxH(PmE5_h409JAA):
if not roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\x91\x06\xf0\xc7dF]\xafi'), chr(9036 - 8936) + chr(0b1100101) + chr(99) + chr(111) + '\144' + chr(4627 - 4526))(chr(10504 - 10387) + chr(0b1101011 + 0o11) + '\146' + chr(0b101101) + chr(56)))(PmE5_h409JAA) and (not roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\x91\x06\xf0\xdaeY'), chr(7096 - 6996) + chr(0b100100 + 0o101) + chr(3321 - 3222) + chr(3184 - 3073) + '\x64' + '\145')(chr(117) + '\x74' + chr(0b1001000 + 0o36) + chr(0b11010 + 0o23) + chr(0b10111 + 0o41)))(PmE5_h409JAA)):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\x91\x1b\xd9\xc8}B[\xeaoFz\xe3\xd0\xadA\xab\xe8\x7f\x18\x8a\xbf o\xa2\xaa\xd5\xab\xfe;#\x0c'), chr(0b1010110 + 0o16) + chr(5634 - 5533) + '\x63' + chr(0b1100100 + 0o13) + '\144' + '\x65')('\165' + chr(0b1110100) + chr(0b101000 + 0o76) + '\055' + chr(820 - 764)) % N9zlRy29S1SS(MJ07XsN5uFgW(PmE5_h409JAA)))
if roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\x91\x06\xf0\xdaeY'), chr(0b100111 + 0o75) + chr(0b101 + 0o140) + '\143' + '\x6f' + chr(0b1100100) + chr(8962 - 8861))('\x75' + '\x74' + chr(0b10111 + 0o117) + chr(0b1000 + 0o45) + chr(3124 - 3068)))(PmE5_h409JAA):
try:
PmE5_h409JAA = aHUqKstZLeS6.path.expanduser(PmE5_h409JAA)
except zfo2Sgkz3IVJ:
pass
if roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'\xa0\x1d\xff\x98K_}\xf3znp\xc4'), '\x64' + '\x65' + '\143' + chr(10778 - 10667) + '\x64' + '\x65')(chr(0b1100001 + 0o24) + '\x74' + chr(0b1000101 + 0o41) + chr(0b101101) + '\x38'))(PmE5_h409JAA):
PmE5_h409JAA = PmE5_h409JAA.LfRrQOxuDvnC(aHUqKstZLeS6.EAvVzGIvS3lY)[-nzTpIcepk0o8('\x30' + chr(0b10110 + 0o131) + chr(0b110001), 59723 - 59715)]
PmE5_h409JAA = nzTpIcepk0o8(PmE5_h409JAA)
if PmE5_h409JAA > nzTpIcepk0o8('\x30' + '\157' + chr(0b110011) + '\x36' + chr(52) + chr(0b110 + 0o53) + chr(0b110000 + 0o0) + chr(0b110111) + '\067', ord("\x08")) or PmE5_h409JAA < nzTpIcepk0o8(chr(1857 - 1809) + chr(2450 - 2339) + chr(0b11 + 0o60) + '\x30' + chr(51) + '\062' + chr(0b110100 + 0o0) + chr(0b1011 + 0o45), 25875 - 25867):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b"\x8b\x00\xcd\xc3tHK\xear[y\xa6\x9d\xbe]\xad\xe8n\x08\xc8\xe3hh\xbf\xed\xd5\xbb\xe4rh\x0b\xaaUe\xb0\x1a\x98'\x04\xb3\x8b\x10\x8f\xcfxYL\xbe;[c\xe1\x99\xbf\x0e\xb0\xbb,S\xc8\xe5"), chr(100) + '\x65' + chr(99) + chr(0b11100 + 0o123) + chr(100) + chr(0b1100101))(chr(0b100001 + 0o124) + chr(0b1110100) + '\x66' + chr(983 - 938) + '\070'))
return PmE5_h409JAA |
noahbenson/neuropythy | neuropythy/hcp/files.py | gifti_to_array | def gifti_to_array(gii):
'''
gifti_to_array(gii) yields the squeezed array of data contained in the given gifti object, gii,
Note that if gii does not contain simple data in its darray object, then this will produce
undefined results. This operation is effectively equivalent to:
np.squeeze([x.data for x in gii.darrays]).
gifti_to_array(gii_filename) is equivalent to gifti_to_array(neyropythy.load(gii_filename)).
'''
if pimms.is_str(gii): return gifti_to_array(ny.load(gii, 'gifti'))
elif pimms.is_nparray(gii): return gii #already done
elif isinstance(gii, nib.gifti.gifti.GiftiImage):
return np.squeeze(np.asarray([x.data for x in gii.darrays]))
else: raise ValueError('Could not understand argument to gifti_to_array') | python | def gifti_to_array(gii):
'''
gifti_to_array(gii) yields the squeezed array of data contained in the given gifti object, gii,
Note that if gii does not contain simple data in its darray object, then this will produce
undefined results. This operation is effectively equivalent to:
np.squeeze([x.data for x in gii.darrays]).
gifti_to_array(gii_filename) is equivalent to gifti_to_array(neyropythy.load(gii_filename)).
'''
if pimms.is_str(gii): return gifti_to_array(ny.load(gii, 'gifti'))
elif pimms.is_nparray(gii): return gii #already done
elif isinstance(gii, nib.gifti.gifti.GiftiImage):
return np.squeeze(np.asarray([x.data for x in gii.darrays]))
else: raise ValueError('Could not understand argument to gifti_to_array') | [
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undefined results. This operation is effectively equivalent to:
np.squeeze([x.data for x in gii.darrays]).
gifti_to_array(gii_filename) is equivalent to gifti_to_array(neyropythy.load(gii_filename)). | [
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"t... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/hcp/files.py#L152-L164 | train | Converts a gifti object into a squeezed array of data contained in it. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(0b1101111) + chr(54) + '\060', 0b1000), nzTpIcepk0o8(chr(0b100010 + 0o16) + '\157' + chr(0b110110) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + '\062' + chr(0b110001) + '\x35', 3739 - 3731), nzTpIcepk0o8(chr(1455 - 1407) + '\157' + chr(0b110001) + chr(51) + chr(52), 33724 - 33716), nzTpIcepk0o8(chr(0b10000 + 0o40) + '\x6f' + chr(50) + '\066' + '\061', 0b1000), nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(4869 - 4758) + '\x32' + chr(49) + chr(0b110110), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(52) + '\x36', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(0b100101 + 0o14) + chr(0b110000) + '\x35', 0o10), nzTpIcepk0o8('\x30' + chr(3122 - 3011) + '\063' + '\063' + chr(1931 - 1882), 0o10), nzTpIcepk0o8(chr(48) + chr(0b111011 + 0o64) + chr(50) + '\063' + chr(50), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110011) + chr(1088 - 1039) + chr(785 - 733), 17871 - 17863), nzTpIcepk0o8('\060' + chr(0b1101111) + '\062' + chr(2325 - 2275) + '\x31', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110000 + 0o2) + '\065' + chr(0b110001), ord("\x08")), nzTpIcepk0o8('\x30' + chr(3522 - 3411) + chr(0b11000 + 0o37), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x35' + '\064', ord("\x08")), nzTpIcepk0o8(chr(0b110000 + 0o0) + '\157' + chr(50) + chr(0b110001), 35018 - 35010), nzTpIcepk0o8('\x30' + chr(0b1000100 + 0o53) + chr(0b110011) + '\064' + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(11123 - 11012) + chr(0b111 + 0o54) + '\x33', 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(0b10000 + 0o42) + chr(1639 - 1585) + chr(2639 - 2586), ord("\x08")), nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(0b1101111) + chr(51) + chr(48) + chr(2843 - 2788), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b110 + 0o151) + '\x33' + '\066' + chr(1203 - 1154), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110010) + chr(52) + chr(0b100000 + 0o22), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b111 + 0o54) + chr(0b110001) + chr(55), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + '\064', 0b1000), nzTpIcepk0o8(chr(392 - 344) + chr(111) + '\x34' + chr(55), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x32' + '\064' + chr(0b101100 + 0o6), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x32' + '\061' + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(1538 - 1490) + chr(111) + '\061' + chr(1532 - 1480) + '\065', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\062' + '\060' + chr(48), 0o10), nzTpIcepk0o8(chr(1187 - 1139) + chr(0b111 + 0o150) + chr(2013 - 1963) + '\x35' + chr(53), 0o10), nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(0b1101111) + chr(0b100000 + 0o23) + '\067', 55887 - 55879), nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(111) + '\x33' + chr(0b110000) + '\x31', 0o10), nzTpIcepk0o8('\x30' + '\157' + '\063' + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(1772 - 1724) + '\157' + '\063' + chr(0b1011 + 0o54) + chr(0b10001 + 0o45), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(50) + chr(0b110001) + chr(884 - 833), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b10100 + 0o37) + '\067' + chr(2103 - 2050), ord("\x08")), nzTpIcepk0o8(chr(0b11011 + 0o25) + '\157' + '\062' + chr(0b110001 + 0o0) + chr(48), ord("\x08")), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(0b100111 + 0o110) + chr(0b100100 + 0o17) + chr(2196 - 2142) + chr(0b110010), 0o10), nzTpIcepk0o8(chr(0b100001 + 0o17) + chr(111) + '\062' + '\060' + '\061', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(1927 - 1876) + chr(52) + '\x35', 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(0b1101111) + '\x35' + chr(0b110000), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x1e'), chr(9440 - 9340) + chr(0b1100101) + chr(99) + chr(0b1011010 + 0o25) + '\144' + chr(101))(chr(0b1110101) + chr(13270 - 13154) + chr(102) + chr(0b11110 + 0o17) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def s4_tDHYWVbwy(c_Evvl0QxhAm):
if roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'YB\xd2/\xc5\xfc'), '\x64' + '\145' + '\x63' + chr(6988 - 6877) + '\144' + chr(0b1100101))('\165' + '\164' + '\146' + chr(0b101101) + '\x38'))(c_Evvl0QxhAm):
return s4_tDHYWVbwy(roI3spqORKae(QOOekqCyJ3xQ, roI3spqORKae(ES5oEprVxulp(b'jt\xdf/\xd5\xed\x11&\xe8\xfe\xf4\xd4'), '\x64' + chr(0b1001110 + 0o27) + chr(1185 - 1086) + '\x6f' + chr(100) + chr(2714 - 2613))('\165' + chr(3372 - 3256) + chr(102) + chr(0b1110 + 0o37) + chr(0b111000)))(c_Evvl0QxhAm, roI3spqORKae(ES5oEprVxulp(b'WX\xeb(\xd8'), chr(0b110 + 0o136) + chr(101) + chr(99) + chr(12047 - 11936) + chr(0b1100100) + chr(6638 - 6537))(chr(0b1101001 + 0o14) + chr(116) + '\146' + chr(793 - 748) + '\070')))
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'YB\xd22\xc1\xefT7\xb8\xe3'), '\144' + chr(0b1000 + 0o135) + chr(99) + chr(0b1101111) + '\x64' + '\145')(chr(0b1110101) + chr(0b1011101 + 0o27) + '\x66' + '\x2d' + '\x38'))(c_Evvl0QxhAm):
return c_Evvl0QxhAm
elif suIjIS24Zkqw(c_Evvl0QxhAm, roI3spqORKae(MoLuvA7elgUz.gifti.gifti, roI3spqORKae(ES5oEprVxulp(b'wX\xeb(\xd8\xc7K$\xbe\xff'), chr(9200 - 9100) + chr(0b11111 + 0o106) + chr(0b1100011) + chr(0b1101111) + '\144' + chr(0b100101 + 0o100))('\165' + chr(0b1110 + 0o146) + chr(0b10101 + 0o121) + '\055' + '\x38'))):
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'C@\xf89\xd4\xf4C'), chr(5077 - 4977) + chr(101) + chr(0b1100011) + chr(5332 - 5221) + chr(3060 - 2960) + chr(0b110000 + 0o65))(chr(117) + chr(0b110001 + 0o103) + chr(9000 - 8898) + chr(45) + chr(0b110100 + 0o4)))(roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'QB\xec.\xc3\xef_'), '\144' + chr(0b1100101) + chr(0b11101 + 0o106) + chr(111) + chr(100) + '\145')(chr(0b1110101) + '\x74' + '\146' + '\x2d' + chr(2503 - 2447)))([roI3spqORKae(bI5jsQ9OkQtj, roI3spqORKae(ES5oEprVxulp(b'vW\xc6\x13\xe5\xe6B5\xb6\xde\x98\xf3'), chr(0b1011101 + 0o7) + '\145' + '\143' + chr(0b10101 + 0o132) + '\x64' + '\145')(chr(7751 - 7634) + '\x74' + chr(5644 - 5542) + chr(45) + chr(0b111000))) for bI5jsQ9OkQtj in roI3spqORKae(c_Evvl0QxhAm, roI3spqORKae(ES5oEprVxulp(b'TP\xff.\xd0\xf7U'), chr(100) + chr(0b1001100 + 0o31) + chr(0b1000011 + 0o40) + chr(0b111010 + 0o65) + chr(0b1100100) + chr(842 - 741))('\165' + '\164' + chr(0b1100110) + '\x2d' + chr(0b101001 + 0o17)))]))
else:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b's^\xf80\xd5\xaeH*\xad\xba\xb9\xff\xcdb^b\x93z\xdb\xa3\xd1\xc3\xbdcR\xcf\xef\x0b\xf4\x8dk\xae8\x99\xe2\x9b\xfc\x9b\xde\x91_n\xec.\xc3\xef_'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(9515 - 9414))('\x75' + '\164' + chr(0b11100 + 0o112) + chr(0b101101) + chr(56))) |
noahbenson/neuropythy | neuropythy/hcp/files.py | _load_fsLR_atlasroi | def _load_fsLR_atlasroi(filename, data):
'''
Loads the appropriate atlas for the given data; data may point to a cifti file whose atlas is
needed or to an atlas file.
'''
(fdir, fnm) = os.path.split(filename)
fparts = fnm.split('.')
atl = fparts[-3]
if atl in _load_fsLR_atlasroi.atlases: return _load_fsLR_atlasroi.atlases[atl]
sid = data['id']
fnm = [os.path.join(fdir, '%d.%s.atlasroi.%s.shape.gii' % (sid, h, atl)) for h in ('L', 'R')]
if data['cifti']:
dat = [{'id':data['id'], 'type':'property', 'name':'atlas', 'hemi':h} for h in data['hemi']]
else:
dat = [{'id':data['id'], 'type':'property', 'name':'atlas', 'hemi':(h + data['hemi'][2:])}
for h in ('lh','rh')]
# loading an atlas file; this is easier
rois = tuple([_load(f, d).astype('bool') for (f,d) in zip(fnm, dat)])
# add these to the cache
if atl != 'native': _load_fsLR_atlasroi.atlases[atl] = rois
return rois | python | def _load_fsLR_atlasroi(filename, data):
'''
Loads the appropriate atlas for the given data; data may point to a cifti file whose atlas is
needed or to an atlas file.
'''
(fdir, fnm) = os.path.split(filename)
fparts = fnm.split('.')
atl = fparts[-3]
if atl in _load_fsLR_atlasroi.atlases: return _load_fsLR_atlasroi.atlases[atl]
sid = data['id']
fnm = [os.path.join(fdir, '%d.%s.atlasroi.%s.shape.gii' % (sid, h, atl)) for h in ('L', 'R')]
if data['cifti']:
dat = [{'id':data['id'], 'type':'property', 'name':'atlas', 'hemi':h} for h in data['hemi']]
else:
dat = [{'id':data['id'], 'type':'property', 'name':'atlas', 'hemi':(h + data['hemi'][2:])}
for h in ('lh','rh')]
# loading an atlas file; this is easier
rois = tuple([_load(f, d).astype('bool') for (f,d) in zip(fnm, dat)])
# add these to the cache
if atl != 'native': _load_fsLR_atlasroi.atlases[atl] = rois
return rois | [
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/hcp/files.py#L248-L268 | train | Loads the appropriate atlas for the given data ; data may point to a cifti file whose atlas is
needed or to an atlas file whose atlas is
needed. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\061' + chr(0b110101) + chr(49), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1010000 + 0o37) + chr(0b110011) + chr(0b11111 + 0o27) + '\x32', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101110 + 0o1) + chr(49) + '\x33' + '\066', 36274 - 36266), nzTpIcepk0o8(chr(2207 - 2159) + chr(1831 - 1720) + chr(49) + chr(0b110011) + chr(0b100011 + 0o21), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(0b110011) + chr(1076 - 1024) + chr(49), 0o10), nzTpIcepk0o8('\060' + chr(0b111010 + 0o65) + chr(49) + chr(51) + '\x31', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(1722 - 1673) + chr(0b110010) + chr(0b101111 + 0o1), ord("\x08")), nzTpIcepk0o8(chr(0b10100 + 0o34) + '\x6f' + chr(0b110011) + chr(810 - 761) + chr(439 - 386), 22993 - 22985), nzTpIcepk0o8(chr(0b110000) + chr(5390 - 5279) + chr(49) + '\066' + chr(0b100101 + 0o21), 0b1000), nzTpIcepk0o8(chr(2302 - 2254) + chr(0b11010 + 0o125) + '\062' + chr(1985 - 1936) + chr(2551 - 2498), 0o10), nzTpIcepk0o8('\x30' + chr(0b1100 + 0o143) + chr(1606 - 1557) + '\065' + '\x32', 8553 - 8545), nzTpIcepk0o8(chr(1990 - 1942) + chr(111) + '\061' + chr(0b110011) + chr(614 - 564), ord("\x08")), nzTpIcepk0o8(chr(574 - 526) + chr(5953 - 5842) + chr(2520 - 2469) + chr(0b11011 + 0o31) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\063' + chr(1695 - 1645) + chr(2315 - 2265), ord("\x08")), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(0b1101111) + chr(0b110001) + chr(52), ord("\x08")), nzTpIcepk0o8(chr(623 - 575) + chr(6610 - 6499) + chr(49) + chr(51) + '\x34', 8), nzTpIcepk0o8('\060' + '\x6f' + '\063' + chr(54) + chr(53), 44162 - 44154), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110001) + chr(0b1001 + 0o52) + chr(0b110100), 8), nzTpIcepk0o8('\x30' + chr(111) + chr(0b1110 + 0o43) + chr(0b110000) + '\x31', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b100001 + 0o116) + chr(0b1 + 0o60) + '\067' + chr(0b110100), 0o10), nzTpIcepk0o8(chr(1128 - 1080) + chr(0b1101111) + '\x33' + chr(0b110010) + chr(0b11001 + 0o35), 0o10), nzTpIcepk0o8('\060' + '\157' + '\x33' + '\x34' + '\x35', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(4143 - 4032) + chr(1314 - 1264) + chr(0b110000) + chr(0b110010), 35895 - 35887), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b1000 + 0o51) + chr(0b100110 + 0o14) + chr(49), 29685 - 29677), nzTpIcepk0o8(chr(48) + chr(0b1011010 + 0o25) + chr(0b110011) + chr(0b110011) + '\066', 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(0b110001) + '\x36' + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(50) + chr(52) + chr(52), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b101 + 0o152) + '\062' + '\x35' + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1986 - 1931) + chr(0b110001), 34189 - 34181), nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(0b1101111) + chr(0b11101 + 0o26) + chr(53) + chr(0b110011), 6536 - 6528), nzTpIcepk0o8(chr(251 - 203) + chr(0b1101111) + chr(50) + '\061' + chr(2734 - 2679), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b101101 + 0o6) + chr(0b110001) + chr(0b101010 + 0o14), 0o10), nzTpIcepk0o8(chr(1878 - 1830) + chr(0b1101111) + chr(0b11011 + 0o33) + '\060', 13491 - 13483), nzTpIcepk0o8(chr(0b110000) + chr(10996 - 10885) + '\x32' + chr(49) + '\067', 8), nzTpIcepk0o8('\060' + chr(111) + chr(595 - 546) + chr(0b1001 + 0o51) + chr(2266 - 2218), 8), nzTpIcepk0o8(chr(979 - 931) + chr(111) + '\x31' + '\x31' + chr(2495 - 2444), 0o10), nzTpIcepk0o8(chr(127 - 79) + '\157' + '\x32' + chr(0b11000 + 0o31) + chr(2452 - 2400), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\061' + chr(1548 - 1499) + '\x36', 55910 - 55902), nzTpIcepk0o8('\060' + chr(111) + chr(51) + '\x32' + '\x33', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1001110 + 0o41) + '\062' + chr(50) + '\066', 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + '\157' + chr(0b110011 + 0o2) + chr(522 - 474), 36557 - 36549)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'G'), chr(0b1001101 + 0o27) + '\x65' + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(101))(chr(117) + chr(116) + '\x66' + chr(1238 - 1193) + chr(0b10010 + 0o46)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def AyGm528BBm7e(FxZHtXEolYsL, FfKOThdpoDTb):
(cfbudFhlY2Yn, bTRPjBR7GViM) = aHUqKstZLeS6.path.LfRrQOxuDvnC(FxZHtXEolYsL)
Tf2xcC55wLMn = bTRPjBR7GViM.LfRrQOxuDvnC(roI3spqORKae(ES5oEprVxulp(b'G'), '\x64' + chr(0b1100101) + '\x63' + '\157' + chr(0b111 + 0o135) + chr(0b1100101))('\x75' + chr(4141 - 4025) + chr(102) + chr(0b100101 + 0o10) + '\x38'))
VRXId4KvxSf8 = Tf2xcC55wLMn[-nzTpIcepk0o8(chr(0b10000 + 0o40) + '\x6f' + chr(51), ord("\x08"))]
if VRXId4KvxSf8 in roI3spqORKae(AyGm528BBm7e, roI3spqORKae(ES5oEprVxulp(b'\x08\x862=\x92<#'), chr(495 - 395) + '\145' + chr(0b1100011) + '\157' + chr(9941 - 9841) + chr(0b1011001 + 0o14))('\x75' + chr(5912 - 5796) + '\x66' + chr(633 - 588) + '\x38')):
return roI3spqORKae(AyGm528BBm7e, roI3spqORKae(ES5oEprVxulp(b'\x08\x862=\x92<#'), '\144' + '\x65' + chr(0b10100 + 0o117) + chr(3422 - 3311) + chr(4472 - 4372) + chr(7378 - 7277))(chr(6952 - 6835) + '\164' + '\146' + chr(0b101101 + 0o0) + chr(0b111000)))[VRXId4KvxSf8]
bXIYhT1TDng8 = FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'\x00\x96'), chr(0b1010011 + 0o21) + '\x65' + '\x63' + chr(0b1101111) + '\144' + chr(1190 - 1089))(chr(0b1100 + 0o151) + '\x74' + '\x66' + '\x2d' + chr(2054 - 1998))]
bTRPjBR7GViM = [aHUqKstZLeS6.path.Y4yM9BcfTCNq(cfbudFhlY2Yn, roI3spqORKae(ES5oEprVxulp(b'L\x96py\x92w1\xb9\x1a\xec\x19(\x88\xbb"y\x86r2\x14\xb7\x95\xe7\x7f\xb9\x18\xcd'), chr(0b1100100) + chr(1661 - 1560) + chr(6498 - 6399) + chr(5206 - 5095) + '\x64' + chr(0b1010100 + 0o21))('\165' + chr(0b1110100) + chr(5044 - 4942) + '\055' + chr(0b11011 + 0o35)) % (bXIYhT1TDng8, _9ve2uheHd6a, VRXId4KvxSf8)) for _9ve2uheHd6a in (roI3spqORKae(ES5oEprVxulp(b'%'), chr(2313 - 2213) + chr(0b1100101) + chr(6690 - 6591) + chr(9973 - 9862) + chr(0b1000101 + 0o37) + chr(0b110010 + 0o63))(chr(117) + chr(0b1010 + 0o152) + chr(0b1100110) + '\x2d' + chr(1409 - 1353)), roI3spqORKae(ES5oEprVxulp(b';'), '\144' + chr(0b1100101) + chr(99) + chr(0b110100 + 0o73) + '\144' + chr(0b100111 + 0o76))(chr(0b1110101) + chr(11867 - 11751) + chr(2287 - 2185) + chr(180 - 135) + '\070'))]
if FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'\n\x9b8(\x88'), '\144' + '\145' + chr(99) + chr(0b1101111) + chr(100) + '\145')('\x75' + chr(116) + chr(102) + chr(0b101101) + chr(0b111000))]:
LMcCiF4czwpp = [{roI3spqORKae(ES5oEprVxulp(b'\x00\x96'), chr(0b1011000 + 0o14) + chr(101) + chr(6706 - 6607) + chr(111) + chr(100) + chr(8275 - 8174))('\165' + chr(0b1110100) + '\x66' + chr(1916 - 1871) + chr(0b111000)): FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'\x00\x96'), chr(100) + chr(5897 - 5796) + chr(4012 - 3913) + chr(11813 - 11702) + '\x64' + chr(0b1100101))('\165' + '\x74' + chr(8427 - 8325) + chr(1197 - 1152) + '\070')], roI3spqORKae(ES5oEprVxulp(b'\x1d\x8b.9'), chr(0b1100100) + chr(101) + chr(0b10101 + 0o116) + chr(0b1101111) + chr(1887 - 1787) + '\x65')(chr(0b1000110 + 0o57) + chr(0b1110100) + '\146' + chr(0b101101) + chr(56)): roI3spqORKae(ES5oEprVxulp(b'\x19\x801,\x84+$\xb4'), chr(3049 - 2949) + '\145' + '\143' + '\157' + chr(0b1010010 + 0o22) + chr(4955 - 4854))(chr(13352 - 13235) + '\x74' + '\x66' + chr(0b100100 + 0o11) + chr(0b10111 + 0o41)), roI3spqORKae(ES5oEprVxulp(b'\x07\x9339'), chr(499 - 399) + '\145' + chr(0b1011111 + 0o4) + chr(111) + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(12851 - 12735) + chr(3957 - 3855) + chr(45) + chr(56)): roI3spqORKae(ES5oEprVxulp(b'\x08\x862=\x92'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(0b1000000 + 0o57) + chr(0b101101 + 0o67) + '\x65')(chr(0b11111 + 0o126) + chr(0b1100010 + 0o22) + chr(9641 - 9539) + chr(0b11110 + 0o17) + '\070'), roI3spqORKae(ES5oEprVxulp(b'\x01\x9735'), chr(6719 - 6619) + chr(0b1100101) + '\143' + chr(0b1101111) + chr(100) + chr(101))(chr(117) + chr(0b1110100) + chr(102) + '\x2d' + '\070'): _9ve2uheHd6a} for _9ve2uheHd6a in FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'\x01\x9735'), '\144' + chr(0b1100101) + '\143' + chr(670 - 559) + chr(0b1100100) + chr(0b1100101))(chr(3025 - 2908) + '\x74' + '\146' + chr(885 - 840) + '\x38')]]
else:
LMcCiF4czwpp = [{roI3spqORKae(ES5oEprVxulp(b'\x00\x96'), chr(5708 - 5608) + chr(6948 - 6847) + '\x63' + chr(111) + chr(0b110110 + 0o56) + '\x65')('\x75' + '\164' + chr(102) + '\055' + '\x38'): FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'\x00\x96'), chr(0b1100100) + chr(101) + chr(99) + chr(111) + chr(0b1010001 + 0o23) + chr(0b111100 + 0o51))(chr(8910 - 8793) + chr(13366 - 13250) + '\146' + chr(45) + '\070')], roI3spqORKae(ES5oEprVxulp(b'\x1d\x8b.9'), '\x64' + '\x65' + '\x63' + '\x6f' + chr(0b10010 + 0o122) + '\x65')('\x75' + '\x74' + '\x66' + '\055' + '\070'): roI3spqORKae(ES5oEprVxulp(b'\x19\x801,\x84+$\xb4'), chr(0b111011 + 0o51) + '\145' + chr(0b1100011) + '\x6f' + chr(1056 - 956) + '\x65')('\x75' + '\x74' + '\x66' + '\055' + chr(0b100110 + 0o22)), roI3spqORKae(ES5oEprVxulp(b'\x07\x9339'), '\x64' + chr(7372 - 7271) + '\x63' + '\x6f' + '\144' + '\x65')(chr(117) + chr(116) + '\146' + chr(0b11110 + 0o17) + chr(0b111000)): roI3spqORKae(ES5oEprVxulp(b'\x08\x862=\x92'), chr(3283 - 3183) + '\145' + '\143' + '\157' + '\x64' + chr(696 - 595))(chr(117) + chr(6341 - 6225) + chr(9107 - 9005) + chr(45) + '\070'), roI3spqORKae(ES5oEprVxulp(b'\x01\x9735'), chr(7504 - 7404) + chr(101) + chr(0b1011110 + 0o5) + chr(0b1101111) + chr(100) + chr(0b1100 + 0o131))(chr(117) + chr(10705 - 10589) + chr(0b1100110) + chr(0b101101) + '\070'): _9ve2uheHd6a + FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'\x01\x9735'), chr(0b1100100) + chr(0b100000 + 0o105) + '\143' + '\x6f' + chr(0b1100100) + '\145')(chr(117) + chr(2884 - 2768) + chr(102) + '\x2d' + '\070')][nzTpIcepk0o8(chr(48) + chr(111) + '\062', 64140 - 64132):]} for _9ve2uheHd6a in (roI3spqORKae(ES5oEprVxulp(b'\x05\x9a'), chr(100) + '\145' + chr(0b1010101 + 0o16) + '\157' + '\144' + '\x65')('\165' + chr(116) + '\x66' + chr(45) + chr(0b100110 + 0o22)), roI3spqORKae(ES5oEprVxulp(b'\x1b\x9a'), chr(0b100000 + 0o104) + chr(4971 - 4870) + '\143' + chr(111) + chr(100) + chr(0b1100101))(chr(6508 - 6391) + chr(0b110100 + 0o100) + chr(0b100011 + 0o103) + chr(0b101101) + chr(0b111000)))]
sUBIx3ffG0jl = nfNqtJL5aRaY([VMBmLBsAADwH(_R8IKF5IwAfX, vPPlOXQgR3SM).astype(roI3spqORKae(ES5oEprVxulp(b'\x0b\x9d10'), '\x64' + chr(101) + '\143' + chr(0b1100110 + 0o11) + chr(100) + chr(0b1100101))('\x75' + chr(11042 - 10926) + chr(0b1100110) + '\055' + chr(0b101 + 0o63))) for (_R8IKF5IwAfX, vPPlOXQgR3SM) in TxMFWa_Xzviv(bTRPjBR7GViM, LMcCiF4czwpp)])
if VRXId4KvxSf8 != roI3spqORKae(ES5oEprVxulp(b'\x07\x93*5\x97<'), chr(0b1100100) + chr(101) + chr(0b10100 + 0o117) + '\x6f' + chr(0b1100100) + '\145')('\x75' + chr(0b101010 + 0o112) + chr(0b1100110) + '\055' + '\070'):
AyGm528BBm7e.Na5hfPQ1a9E2[VRXId4KvxSf8] = sUBIx3ffG0jl
return sUBIx3ffG0jl |
noahbenson/neuropythy | neuropythy/hcp/files.py | _load_fsLR_atlasroi_for_size | def _load_fsLR_atlasroi_for_size(size, sid=100610):
'''
Loads the appropriate atlas for the given size of data; size should be the number of stored
vertices and sub-corticel voxels stored in the cifti file.
'''
from .core import subject
# it doesn't matter what subject we request, so just use any one
fls = _load_fsLR_atlasroi_for_size.sizes
if size not in fls: raise ValueError('unknown fs_LR atlas size: %s' % size)
(n,fls) = _load_fsLR_atlasroi_for_size.sizes[size]
fl = os.path.join(subject(sid).path, 'MNINonLinear', *fls)
dat = {'id':sid, 'cifti':True, 'hemi':('lh_LR%dk_MSMAll' % n ,'rh_LR%dk_MSMAll' % n)}
return _load_fsLR_atlasroi(fl, dat) | python | def _load_fsLR_atlasroi_for_size(size, sid=100610):
'''
Loads the appropriate atlas for the given size of data; size should be the number of stored
vertices and sub-corticel voxels stored in the cifti file.
'''
from .core import subject
# it doesn't matter what subject we request, so just use any one
fls = _load_fsLR_atlasroi_for_size.sizes
if size not in fls: raise ValueError('unknown fs_LR atlas size: %s' % size)
(n,fls) = _load_fsLR_atlasroi_for_size.sizes[size]
fl = os.path.join(subject(sid).path, 'MNINonLinear', *fls)
dat = {'id':sid, 'cifti':True, 'hemi':('lh_LR%dk_MSMAll' % n ,'rh_LR%dk_MSMAll' % n)}
return _load_fsLR_atlasroi(fl, dat) | [
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/hcp/files.py#L270-L282 | train | Loads the appropriate atlas for the given size of data. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(0b100000 + 0o117) + chr(49) + chr(48) + chr(217 - 169), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(49) + chr(55) + chr(0b101 + 0o60), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1001111 + 0o40) + chr(2024 - 1974) + chr(0b110010) + chr(1399 - 1344), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1678 - 1627) + '\062' + chr(2070 - 2018), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110001) + chr(52) + chr(0b110000), 0b1000), nzTpIcepk0o8('\060' + chr(8711 - 8600) + chr(0b101100 + 0o5) + '\060', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1001001 + 0o46) + '\061' + chr(0b1010 + 0o46) + '\x37', 0o10), nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(111) + chr(51) + '\066' + '\065', 0o10), nzTpIcepk0o8(chr(0b10011 + 0o35) + '\157' + chr(796 - 747) + chr(50) + chr(51), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(603 - 553) + chr(51) + chr(54), 0o10), nzTpIcepk0o8(chr(1577 - 1529) + '\x6f' + chr(0b110010) + chr(65 - 11), 64048 - 64040), nzTpIcepk0o8(chr(1611 - 1563) + chr(2164 - 2053) + '\x33' + chr(55) + '\x36', 0b1000), nzTpIcepk0o8(chr(48) + '\157' + '\062' + chr(0b101101 + 0o7) + '\065', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b111 + 0o54) + '\067' + '\x30', 44917 - 44909), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(2370 - 2320) + chr(0b110110) + chr(2050 - 2000), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101110 + 0o1) + chr(822 - 772) + chr(1860 - 1810) + chr(0b110100), 35896 - 35888), nzTpIcepk0o8('\x30' + chr(0b1101010 + 0o5) + '\x32' + '\x35' + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(730 - 682) + chr(111) + chr(1357 - 1308) + '\064' + '\067', 0b1000), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(111) + '\x32' + chr(0b111 + 0o60) + '\x32', 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(0b110101) + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(111) + '\x32' + chr(0b100100 + 0o15) + chr(48), 45318 - 45310), nzTpIcepk0o8('\x30' + chr(111) + chr(1102 - 1052) + '\063' + chr(0b1111 + 0o45), ord("\x08")), nzTpIcepk0o8(chr(0b101011 + 0o5) + '\157' + '\061' + '\x37' + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(111) + chr(50) + chr(192 - 139) + '\x37', ord("\x08")), nzTpIcepk0o8('\x30' + chr(9120 - 9009) + chr(0b110010) + chr(1315 - 1261) + '\061', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(4918 - 4807) + '\x31' + '\x32' + chr(1229 - 1175), 14900 - 14892), nzTpIcepk0o8(chr(1869 - 1821) + '\x6f' + '\061' + chr(0b110011), 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\x31' + chr(311 - 262) + '\x37', 13265 - 13257), nzTpIcepk0o8(chr(48) + chr(3477 - 3366) + '\067' + chr(2825 - 2771), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(1345 - 1294) + '\062' + chr(48), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b11011 + 0o27) + '\x35' + '\064', 8), nzTpIcepk0o8('\x30' + chr(111) + '\062' + chr(52) + chr(0b101100 + 0o6), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b1101 + 0o44) + '\x36' + chr(51), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110100) + chr(1237 - 1187), 51156 - 51148), nzTpIcepk0o8(chr(48) + '\157' + chr(688 - 638) + chr(1684 - 1631) + chr(52), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b111001 + 0o66) + '\x36' + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b100111 + 0o13) + '\066' + chr(49), 8), nzTpIcepk0o8(chr(1192 - 1144) + chr(6939 - 6828) + '\x31' + chr(375 - 327) + chr(48), 8), nzTpIcepk0o8(chr(1996 - 1948) + chr(111) + chr(0b1000 + 0o53) + chr(336 - 285) + '\060', 0b1000), nzTpIcepk0o8(chr(0b100 + 0o54) + chr(0b1101111) + chr(0b1000 + 0o56) + '\066', 8)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b101000 + 0o15) + '\060', 25243 - 25235)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'n'), chr(6049 - 5949) + chr(0b100100 + 0o101) + '\143' + chr(2451 - 2340) + chr(1384 - 1284) + chr(101))(chr(5196 - 5079) + chr(0b1101001 + 0o13) + chr(1243 - 1141) + '\x2d' + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def v46CtQ9VUond(e1HrJaQHACnl, bXIYhT1TDng8=nzTpIcepk0o8(chr(1965 - 1917) + chr(0b1101111) + chr(99 - 48) + '\060' + chr(2012 - 1960) + chr(0b100100 + 0o20) + chr(0b101111 + 0o1) + chr(1599 - 1549), 0b1000)):
(NybBYFIJq0hU,) = (roI3spqORKae(rFFUeiYWzOhx(roI3spqORKae(ES5oEprVxulp(b'#\x12\xe5\xb1'), chr(7347 - 7247) + '\145' + chr(8408 - 8309) + chr(0b101010 + 0o105) + chr(100) + chr(496 - 395))(chr(0b1110101) + chr(0b1110100) + chr(8775 - 8673) + chr(0b101101) + chr(56)), roI3spqORKae(ES5oEprVxulp(b'3\x08\xf5\xbe\x05k3'), '\x64' + '\x65' + '\143' + chr(0b1101111) + chr(0b110000 + 0o64) + chr(0b11100 + 0o111))(chr(7188 - 7071) + '\164' + chr(6660 - 6558) + '\x2d' + chr(0b111000))), roI3spqORKae(ES5oEprVxulp(b'3\x08\xf5\xbe\x05k3'), chr(0b1100100) + '\145' + chr(0b100010 + 0o101) + chr(0b100011 + 0o114) + chr(0b11001 + 0o113) + chr(0b1100101))(chr(0b1100101 + 0o20) + chr(0b1101 + 0o147) + '\x66' + '\x2d' + chr(0b111000))),)
qc8Ok22ykVfF = v46CtQ9VUond.sizes
if e1HrJaQHACnl not in qc8Ok22ykVfF:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'5\x13\xfc\xba\x0f\x7f)\xd55\xedI\xb2\xf7\xd8\xd3\xe0\xc0\x06\xc9\x0c\xfb\xf5\x06\xca\x8bv.<'), chr(0b1100100) + '\145' + chr(99) + chr(0b0 + 0o157) + chr(0b1100100) + chr(0b1100101))(chr(8466 - 8349) + chr(0b100110 + 0o116) + chr(102) + chr(0b1010 + 0o43) + chr(1516 - 1460)) % e1HrJaQHACnl)
(NoZxuO7wjArS, qc8Ok22ykVfF) = v46CtQ9VUond.sizes[e1HrJaQHACnl]
XwFcScMajEjS = aHUqKstZLeS6.path.Y4yM9BcfTCNq(NybBYFIJq0hU(bXIYhT1TDng8)._pSYqrosNb95, roI3spqORKae(ES5oEprVxulp(b'\r3\xde\x9a\x0ff\x0b\x9c=\xfbw\x8c'), chr(9597 - 9497) + chr(1917 - 1816) + '\x63' + chr(0b1101111) + '\x64' + chr(3150 - 3049))('\x75' + chr(12544 - 12428) + chr(0b1100110) + chr(45) + chr(56)), *qc8Ok22ykVfF)
LMcCiF4czwpp = {roI3spqORKae(ES5oEprVxulp(b')\x19'), chr(1063 - 963) + chr(101) + chr(0b1100011) + '\157' + chr(9075 - 8975) + chr(101))('\165' + chr(0b1110100) + '\x66' + '\055' + chr(0b111000)): bXIYhT1TDng8, roI3spqORKae(ES5oEprVxulp(b'#\x14\xf1\xa0\t'), chr(9943 - 9843) + chr(2382 - 2281) + '\x63' + chr(111) + '\144' + chr(0b1100101))('\x75' + '\x74' + chr(102) + '\055' + chr(56)): nzTpIcepk0o8('\x30' + '\157' + '\x31', 0o10), roI3spqORKae(ES5oEprVxulp(b'(\x18\xfa\xbd'), chr(0b1011001 + 0o13) + '\x65' + '\143' + chr(10399 - 10288) + chr(0b10110 + 0o116) + '\145')('\x75' + chr(3307 - 3191) + chr(102) + chr(45) + '\070'): (roI3spqORKae(ES5oEprVxulp(b',\x15\xc8\x982-#\x9e\x0c\xd3E\xb3\xe4\x94\xde'), chr(100) + chr(0b10000 + 0o125) + chr(2901 - 2802) + chr(0b1101111) + chr(1579 - 1479) + chr(0b11 + 0o142))(chr(0b1110101) + chr(0b1100110 + 0o16) + chr(0b1100110) + chr(1347 - 1302) + '\070') % NoZxuO7wjArS, roI3spqORKae(ES5oEprVxulp(b'2\x15\xc8\x982-#\x9e\x0c\xd3E\xb3\xe4\x94\xde'), '\144' + '\145' + chr(0b1100011) + '\157' + '\144' + chr(0b1001001 + 0o34))('\x75' + chr(0b10001 + 0o143) + chr(0b110010 + 0o64) + chr(0b101101) + chr(0b10 + 0o66)) % NoZxuO7wjArS)}
return AyGm528BBm7e(XwFcScMajEjS, LMcCiF4czwpp) |
noahbenson/neuropythy | neuropythy/hcp/files.py | download | def download(sid, credentials=None, subjects_path=None, overwrite=False, release='HCP_1200',
database='hcp-openaccess', file_list=None):
'''
download(sid) downloads the data for subject with the given subject id. By default, the subject
will be placed in the first HCP subject directory in the subjects directories list.
Note: In order for downloading to work, you must have s3fs installed. This is not a requirement
for the neuropythy library and does not install automatically when installing via pip. The
github repository for this library can be found at https://github.com/dask/s3fs. Installation
instructions can be found here: http://s3fs.readthedocs.io/en/latest/install.html
Accepted options include:
* credentials (default: None) may be used to specify the Amazon AWS Bucket credentials, which
can be generated from the HCP db (https://db.humanconnectome.org/). If this argument can be
coerced to a credentials tuple via the to_credentials function, that result will be used. If
None, then the function will try to use the hcp_credentials configuration item in
neuropythy.config; otherwise an error is raised.
* subjects_path (default: None) specifies where the subject should be placed. If None, then
the first directory in the subjects paths list is used. If there is not one of these then
an error is raised.
* overwrite (default: False) specifies whether or not to overwrite files that already exist.
In addition to True (do overwrite) and False (don't overwrite), the value 'error' indicates
that an error should be raised if a file already exists.
'''
if s3fs is None:
raise RuntimeError('s3fs was not successfully loaded, so downloads may not occur; check '
'your Python configuration to make sure that s3fs is installed. See '
'http://s3fs.readthedocs.io/en/latest/install.html for details.')
if credentials is None: credentials = config['hcp_credentials']
if credentials is None: raise ValueError('No hcp_credentials specified or found')
(s3fs_key, s3fs_secret) = to_credentials(credentials)
if subjects_path is None:
sdirs = config['hcp_subject_paths']
subjects_path = next((sd for sd in sdirs if os.path.isdir(sd)), None)
if subjects_path is None: raise ValueError('No subjects path given or found')
else: subjects_path = os.path.expanduser(subjects_path)
# Make sure we can connect to the bucket first...
fs = s3fs.S3FileSystem(key=s3fs_key, secret=s3fs_secret)
# Okay, make sure the release is found
if not fs.exists('/'.join([database, release])):
raise ValueError('database/release (%s/%s) not found' % (database, release))
# Check on the subject id to
sid = to_subject_id(sid)
hcp_sdir = '/'.join([database, release, str(sid)])
if not fs.exists(hcp_sdir): raise ValueError('Subject %d not found in release' % sid)
# Okay, lets download this subject!
loc_sdir = os.path.join(subjects_path, str(sid))
# walk through the subject structures
pulled = []
for flnm in six.iterkeys(subject_structure['filemap']):
flnm = flnm.format({'id':sid})
loc_flnm = os.path.join(loc_sdir, flnm)
hcp_flnm = '/'.join([hcp_sdir, flnm])
if not overwrite and os.path.isfile(loc_flnm): continue
# gotta download it!
basedir = os.path.split(loc_flnm)[0]
if not os.path.isdir(basedir): os.makedirs(os.path.abspath(basedir), 0o755)
fs.get(hcp_flnm, loc_flnm)
pulled.append(loc_flnm)
return pulled | python | def download(sid, credentials=None, subjects_path=None, overwrite=False, release='HCP_1200',
database='hcp-openaccess', file_list=None):
'''
download(sid) downloads the data for subject with the given subject id. By default, the subject
will be placed in the first HCP subject directory in the subjects directories list.
Note: In order for downloading to work, you must have s3fs installed. This is not a requirement
for the neuropythy library and does not install automatically when installing via pip. The
github repository for this library can be found at https://github.com/dask/s3fs. Installation
instructions can be found here: http://s3fs.readthedocs.io/en/latest/install.html
Accepted options include:
* credentials (default: None) may be used to specify the Amazon AWS Bucket credentials, which
can be generated from the HCP db (https://db.humanconnectome.org/). If this argument can be
coerced to a credentials tuple via the to_credentials function, that result will be used. If
None, then the function will try to use the hcp_credentials configuration item in
neuropythy.config; otherwise an error is raised.
* subjects_path (default: None) specifies where the subject should be placed. If None, then
the first directory in the subjects paths list is used. If there is not one of these then
an error is raised.
* overwrite (default: False) specifies whether or not to overwrite files that already exist.
In addition to True (do overwrite) and False (don't overwrite), the value 'error' indicates
that an error should be raised if a file already exists.
'''
if s3fs is None:
raise RuntimeError('s3fs was not successfully loaded, so downloads may not occur; check '
'your Python configuration to make sure that s3fs is installed. See '
'http://s3fs.readthedocs.io/en/latest/install.html for details.')
if credentials is None: credentials = config['hcp_credentials']
if credentials is None: raise ValueError('No hcp_credentials specified or found')
(s3fs_key, s3fs_secret) = to_credentials(credentials)
if subjects_path is None:
sdirs = config['hcp_subject_paths']
subjects_path = next((sd for sd in sdirs if os.path.isdir(sd)), None)
if subjects_path is None: raise ValueError('No subjects path given or found')
else: subjects_path = os.path.expanduser(subjects_path)
# Make sure we can connect to the bucket first...
fs = s3fs.S3FileSystem(key=s3fs_key, secret=s3fs_secret)
# Okay, make sure the release is found
if not fs.exists('/'.join([database, release])):
raise ValueError('database/release (%s/%s) not found' % (database, release))
# Check on the subject id to
sid = to_subject_id(sid)
hcp_sdir = '/'.join([database, release, str(sid)])
if not fs.exists(hcp_sdir): raise ValueError('Subject %d not found in release' % sid)
# Okay, lets download this subject!
loc_sdir = os.path.join(subjects_path, str(sid))
# walk through the subject structures
pulled = []
for flnm in six.iterkeys(subject_structure['filemap']):
flnm = flnm.format({'id':sid})
loc_flnm = os.path.join(loc_sdir, flnm)
hcp_flnm = '/'.join([hcp_sdir, flnm])
if not overwrite and os.path.isfile(loc_flnm): continue
# gotta download it!
basedir = os.path.split(loc_flnm)[0]
if not os.path.isdir(basedir): os.makedirs(os.path.abspath(basedir), 0o755)
fs.get(hcp_flnm, loc_flnm)
pulled.append(loc_flnm)
return pulled | [
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will be placed in the first HCP subject directory in the subjects directories list.
Note: In order for downloading to work, you must have s3fs installed. This is not a requirement
for the neuropythy library and does not install automatically when installing via pip. The
github repository for this library can be found at https://github.com/dask/s3fs. Installation
instructions can be found here: http://s3fs.readthedocs.io/en/latest/install.html
Accepted options include:
* credentials (default: None) may be used to specify the Amazon AWS Bucket credentials, which
can be generated from the HCP db (https://db.humanconnectome.org/). If this argument can be
coerced to a credentials tuple via the to_credentials function, that result will be used. If
None, then the function will try to use the hcp_credentials configuration item in
neuropythy.config; otherwise an error is raised.
* subjects_path (default: None) specifies where the subject should be placed. If None, then
the first directory in the subjects paths list is used. If there is not one of these then
an error is raised.
* overwrite (default: False) specifies whether or not to overwrite files that already exist.
In addition to True (do overwrite) and False (don't overwrite), the value 'error' indicates
that an error should be raised if a file already exists. | [
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ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + '\x6f' + '\x36' + '\064', 29995 - 29987), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(162 - 111) + chr(0b110000 + 0o0) + '\x35', 0b1000), nzTpIcepk0o8(chr(694 - 646) + chr(7164 - 7053) + chr(0b110010) + '\062' + chr(51), 0o10), nzTpIcepk0o8('\x30' + chr(3044 - 2933) + chr(49) + chr(0b100000 + 0o23) + '\066', 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(957 - 907) + chr(50) + chr(793 - 744), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(2515 - 2464) + chr(0b110110) + chr(0b110000), 40878 - 40870), nzTpIcepk0o8(chr(0b10110 + 0o32) + '\157' + '\062' + chr(52) + '\060', 51531 - 51523), nzTpIcepk0o8('\060' + '\x6f' + chr(49) + chr(2672 - 2617) + chr(0b110101), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b1011 + 0o50) + chr(0b110100), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b10000 + 0o46) + '\064', 8), nzTpIcepk0o8('\x30' + chr(11159 - 11048) + chr(364 - 312) + '\063', 13731 - 13723), nzTpIcepk0o8('\x30' + chr(3109 - 2998) + '\061' + '\x33' + '\x37', 19787 - 19779), nzTpIcepk0o8(chr(48) + '\x6f' + chr(2080 - 2031) + '\x31' + '\x31', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(4086 - 3975) + '\062' + chr(49) + '\x31', 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(0b101 + 0o55) + chr(0b110111) + '\065', 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(167 - 116) + '\x30' + chr(0b110101), 8), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\061' + '\x30' + chr(2097 - 2045), ord("\x08")), nzTpIcepk0o8(chr(0b1001 + 0o47) + '\157' + '\061' + chr(0b10010 + 0o44) + chr(53), 50559 - 50551), nzTpIcepk0o8('\060' + '\157' + '\x34' + '\062', 0o10), nzTpIcepk0o8(chr(0b11011 + 0o25) + '\x6f' + '\x33' + chr(0b110001) + '\x36', 0o10), nzTpIcepk0o8(chr(482 - 434) + chr(0b1101111) + chr(0b110011) + chr(2613 - 2558), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + '\061' + chr(49) + chr(904 - 850), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110001) + chr(0b110101 + 0o1), ord("\x08")), nzTpIcepk0o8('\x30' + chr(6893 - 6782) + chr(0b110001) + chr(0b100010 + 0o20) + '\x35', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(8500 - 8389) + chr(0b11111 + 0o23) + '\x33' + '\067', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b10011 + 0o134) + chr(0b10101 + 0o36) + chr(52), 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b100100 + 0o16) + chr(2043 - 1995), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + '\063' + '\063' + chr(401 - 348), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b1011 + 0o50) + '\064' + '\x32', 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\x33' + '\066', 0o10), nzTpIcepk0o8(chr(0b0 + 0o60) + '\157' + '\062' + chr(2120 - 2066) + chr(1492 - 1442), 0b1000), nzTpIcepk0o8('\060' + chr(0b1100010 + 0o15) + '\x31' + chr(1880 - 1827), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\062' + chr(2284 - 2235) + chr(1825 - 1770), 0o10), nzTpIcepk0o8(chr(73 - 25) + chr(0b1101111) + chr(0b110010) + chr(0b110111) + '\x35', 8), nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(0b1101111) + chr(683 - 634) + '\x34' + chr(0b11100 + 0o27), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(50) + chr(0b110111) + chr(0b100111 + 0o20), 36309 - 36301), nzTpIcepk0o8(chr(1973 - 1925) + '\x6f' + '\x32' + chr(0b101110 + 0o11) + '\x32', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b11010 + 0o125) + '\061' + chr(51) + '\x36', 8), nzTpIcepk0o8(chr(0b1 + 0o57) + chr(111) + '\x32' + '\x34' + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b1011 + 0o46) + chr(51) + chr(1510 - 1456), 8)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(6160 - 6049) + chr(1505 - 1452) + '\060', 9013 - 9005)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x1a'), chr(7523 - 7423) + '\145' + chr(0b1100011) + chr(3187 - 3076) + chr(4143 - 4043) + '\145')(chr(10760 - 10643) + chr(9435 - 9319) + chr(102) + '\x2d' + chr(3098 - 3042)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def AcPC_ablXNi_(bXIYhT1TDng8, etGTkURizUB3=None, Jw6LKervFPHB=None, JewFVgkSGnBd=nzTpIcepk0o8('\x30' + '\157' + chr(2245 - 2197), 0b1000), aUHj5BkBa9ON=roI3spqORKae(ES5oEprVxulp(b'|\x86\xc3\x01\xa0\xc2\x90M'), chr(4700 - 4600) + chr(0b10011 + 0o122) + chr(2482 - 2383) + chr(111) + chr(0b1001011 + 0o31) + chr(101))('\165' + '\164' + chr(102) + chr(0b101101) + chr(0b111000)), IGOEKnm_tONS=roI3spqORKae(ES5oEprVxulp(b'\\\xa6\xe3s\xfe\x80\xc5\x13}W@::\xfa'), chr(100) + '\145' + chr(0b1100011) + '\157' + chr(0b101101 + 0o67) + chr(0b1100101))('\165' + '\x74' + '\x66' + chr(0b101101) + chr(56)), qmm64CW5gtzv=None):
if nVSFDg1f8VPW is None:
raise _1qUu0gKi9gH(roI3spqORKae(ES5oEprVxulp(b"G\xf6\xf5-\xb1\x87\xc1\x0e<ZL+i\xfa\xc8\xa6'\x10Q\xbdy;b9\xe6<|\xb2\x83z\xd7i\xa3\x9d\x10\xd0\x9a:\xce)Z\xa9\xfc?\xf5\x83\x80\x10}M\x031&\xfd\x9d\xaa'\x16W\xbc$nm=\xfa\x7f{\xfd\x9bq\xc7\x7f\xaf\xed\x1a\xcb\xd21\xcf~W\xaa\xfd8\xf8\x97\xd5\x0f}@J0'\xa9\xc9\xaad\x18C\xa5zn} \xedy0\xa9\x8a\x7f\xc6-\xfc\x8e\x05\xcc\x9a7\xd2~]\xab\xe0*\xf0\x9c\xcc\x18x\x1a\x03\x0c,\xec\x9d\xad0\x01R\xf40a}f\xf9o>\xaf\x87\x7f\xd6y\xe7\xd8\x07\xd0\xd9-\x8f7[\xea\xf60\xbe\x9c\xc1\tyGWp \xe7\xce\xb1%\x19N\xe0w:c9\xbfz\x7f\xaf\xc2z\xd7y\xee\xd4\x0f\xcc\x94"), chr(0b1010100 + 0o20) + chr(101) + chr(0b1100011) + chr(111) + '\144' + chr(101))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(45) + '\x38'))
if etGTkURizUB3 is None:
etGTkURizUB3 = kgkKUcD36lls[roI3spqORKae(ES5oEprVxulp(b'\\\xa6\xe3\x01\xf2\x82\xc5\x19yZW6(\xe5\xce'), chr(6190 - 6090) + '\145' + '\143' + chr(0b1101111) + chr(0b1100100) + chr(859 - 758))(chr(3674 - 3557) + '\x74' + chr(0b1100110) + '\x2d' + chr(0b111000))]
if etGTkURizUB3 is None:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b"z\xaa\xb36\xf2\x80\xff\x1enQG:'\xfd\xd4\xa4(\x06\x02\xbdo+m<\xf9uu\xb9\xc2q\xc0-\xe9\xd2\x16\xd1\xde"), chr(2641 - 2541) + chr(101) + chr(0b110110 + 0o55) + chr(9191 - 9080) + chr(586 - 486) + chr(101))(chr(2522 - 2405) + '\164' + '\x66' + chr(0b1011 + 0o42) + chr(56)))
(Ej2fcjyzC0lc, MfVpZvtB5rTR) = VN3NkjZBZwC6(etGTkURizUB3)
if Jw6LKervFPHB is None:
IRU_jq9X7fkN = kgkKUcD36lls[roI3spqORKae(ES5oEprVxulp(b'\\\xa6\xe3\x01\xe2\x85\xc2\x17yWW\x009\xe8\xc9\xad7'), chr(0b111111 + 0o45) + '\145' + chr(0b101001 + 0o72) + '\157' + '\x64' + chr(0b11010 + 0o113))(chr(7949 - 7832) + '\164' + '\x66' + chr(45) + '\070')]
Jw6LKervFPHB = ltB3XhPy2rYf((Aag3otPg0doQ for Aag3otPg0doQ in IRU_jq9X7fkN if aHUqKstZLeS6.path.XhP1ZtB9aQzB(Aag3otPg0doQ)), None)
if Jw6LKervFPHB is None:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'z\xaa\xb3-\xe4\x92\xca\x18\x7f@P\x7f9\xe8\xc9\xadd\x12K\xb8z .:\xed<v\xb2\x97p\xd6'), chr(0b101011 + 0o71) + '\145' + chr(0b1100011) + '\157' + chr(8710 - 8610) + chr(446 - 345))(chr(0b1110101) + chr(0b100110 + 0o116) + chr(102) + chr(45) + '\070'))
else:
Jw6LKervFPHB = aHUqKstZLeS6.path.expanduser(Jw6LKervFPHB)
ANVmZzFk_RHC = nVSFDg1f8VPW.S3FileSystem(key=Ej2fcjyzC0lc, secret=MfVpZvtB5rTR)
if not roI3spqORKae(ANVmZzFk_RHC, roI3spqORKae(ES5oEprVxulp(b"N\x96\xda'\xff\xa0\xd58jXrk"), chr(0b1100100) + '\x65' + '\143' + chr(8995 - 8884) + chr(100) + '\145')('\165' + chr(116) + chr(0b101011 + 0o73) + chr(429 - 384) + chr(1289 - 1233)))(roI3spqORKae(roI3spqORKae(ES5oEprVxulp(b'\x1b'), '\144' + chr(0b1100101) + '\x63' + chr(12295 - 12184) + chr(100) + chr(7924 - 7823))('\165' + '\x74' + chr(0b1000100 + 0o42) + chr(0b101101) + chr(56)), roI3spqORKae(ES5oEprVxulp(b'm\xf1\xea\x13\xa8\xb2\xc3\x1bHwm.'), chr(0b111 + 0o135) + '\145' + chr(0b10110 + 0o115) + chr(10422 - 10311) + chr(100) + chr(101))(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(0b101101) + chr(0b10 + 0o66)))([IGOEKnm_tONS, aUHj5BkBa9ON])):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'P\xa4\xe7?\xf3\x91\xd3\x183FF3,\xe8\xce\xa0d]\x07\xbd0k}|\xbfr\x7f\xa9\xc2x\xddx\xe1\xd9'), chr(0b1100100) + '\145' + '\143' + chr(111) + '\x64' + '\145')(chr(13186 - 13069) + chr(0b1010110 + 0o36) + chr(102) + chr(0b10011 + 0o32) + chr(983 - 927)) % (IGOEKnm_tONS, aUHj5BkBa9ON))
bXIYhT1TDng8 = l67oGPDBpgxH(bXIYhT1TDng8)
w9fVxsLUj5Ty = roI3spqORKae(ES5oEprVxulp(b'\x1b'), chr(1384 - 1284) + chr(101) + chr(99) + chr(0b1101111) + '\x64' + '\145')('\x75' + chr(116) + '\x66' + '\x2d' + '\070').Y4yM9BcfTCNq([IGOEKnm_tONS, aUHj5BkBa9ON, N9zlRy29S1SS(bXIYhT1TDng8)])
if not roI3spqORKae(ANVmZzFk_RHC, roI3spqORKae(ES5oEprVxulp(b"N\x96\xda'\xff\xa0\xd58jXrk"), chr(0b1010111 + 0o15) + chr(0b110 + 0o137) + '\x63' + chr(0b1001011 + 0o44) + chr(0b1100100) + chr(0b111110 + 0o47))(chr(0b10100 + 0o141) + '\x74' + chr(102) + '\x2d' + chr(656 - 600)))(w9fVxsLUj5Ty):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b"g\xb0\xf14\xf4\x93\xd4]9P\x031&\xfd\x9d\xa3+\x00L\xaa?'`u\xedy|\xb8\x83m\xd7"), chr(2318 - 2218) + '\x65' + '\x63' + chr(111) + '\144' + '\145')(chr(0b1101111 + 0o6) + chr(0b1011100 + 0o30) + chr(10213 - 10111) + '\x2d' + '\x38') % bXIYhT1TDng8)
EZNRJp4EGYhJ = aHUqKstZLeS6.path.Y4yM9BcfTCNq(Jw6LKervFPHB, N9zlRy29S1SS(bXIYhT1TDng8))
rPHpDPoUdHO0 = []
for bfhbSh5_xEIs in roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b']\xb1\xf6,\xfa\x95\xd9\x0e'), chr(0b1100100) + chr(5048 - 4947) + chr(0b100010 + 0o101) + chr(0b1101111) + chr(100) + chr(3453 - 3352))(chr(8404 - 8287) + '\x74' + chr(0b1100110) + chr(0b101101) + chr(0b1101 + 0o53)))(dzWn6UcfJ4SF[roI3spqORKae(ES5oEprVxulp(b'R\xac\xff;\xfc\x91\xd0'), '\144' + chr(101) + '\143' + chr(8839 - 8728) + '\144' + chr(0b1100101))(chr(3122 - 3005) + '\164' + chr(0b1100110) + chr(0b101000 + 0o5) + chr(757 - 701))]):
bfhbSh5_xEIs = bfhbSh5_xEIs.q33KG3foQ_CJ({roI3spqORKae(ES5oEprVxulp(b']\xa1'), chr(0b11001 + 0o113) + chr(0b1011011 + 0o12) + chr(0b1000100 + 0o37) + chr(0b1101111) + chr(100) + chr(101))(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(0b101101) + chr(0b100001 + 0o27)): bXIYhT1TDng8})
Fm5WYxvKjCEG = aHUqKstZLeS6.path.Y4yM9BcfTCNq(EZNRJp4EGYhJ, bfhbSh5_xEIs)
ML68JiszswD6 = roI3spqORKae(ES5oEprVxulp(b'\x1b'), '\144' + '\145' + chr(99) + chr(0b1011000 + 0o27) + chr(4091 - 3991) + '\145')(chr(0b1110101) + chr(3498 - 3382) + chr(886 - 784) + chr(45) + '\x38').Y4yM9BcfTCNq([w9fVxsLUj5Ty, bfhbSh5_xEIs])
if not JewFVgkSGnBd and roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b']\xb6\xf57\xfd\x95'), '\x64' + chr(0b1100101) + chr(0b1011011 + 0o10) + chr(0b1101111) + chr(4841 - 4741) + chr(0b10000 + 0o125))(chr(0b11101 + 0o130) + chr(0b101010 + 0o112) + '\x66' + chr(0b101101) + chr(432 - 376)))(Fm5WYxvKjCEG):
continue
EAz14O2EBGZU = aHUqKstZLeS6.path.LfRrQOxuDvnC(Fm5WYxvKjCEG)[nzTpIcepk0o8('\x30' + '\157' + chr(0b101011 + 0o5), 8)]
if not roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'l\xad\xc3o\xcb\x84\xe2D}eY\x1d'), chr(0b1100100) + chr(101) + chr(99) + chr(676 - 565) + chr(0b1001111 + 0o25) + '\x65')(chr(0b1101010 + 0o13) + '\164' + chr(0b101111 + 0o67) + chr(45) + '\070'))(EAz14O2EBGZU):
roI3spqORKae(aHUqKstZLeS6, roI3spqORKae(ES5oEprVxulp(b'Y\xa4\xf8;\xf5\x99\xd2\x0e'), chr(0b1100100) + '\145' + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(101))('\x75' + chr(116) + chr(0b1100110) + chr(0b1010 + 0o43) + '\x38'))(roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'U\xa7\xe0.\xf0\x84\xc8'), chr(1660 - 1560) + chr(122 - 21) + chr(6444 - 6345) + '\157' + chr(8732 - 8632) + chr(0b10111 + 0o116))(chr(0b1010100 + 0o41) + '\x74' + '\x66' + '\055' + chr(56)))(EAz14O2EBGZU), nzTpIcepk0o8('\x30' + '\157' + chr(0b110111) + chr(0b110101) + chr(53), 0o10))
roI3spqORKae(ANVmZzFk_RHC, roI3spqORKae(ES5oEprVxulp(b's\x90\xd8;\xe5\x85\x94\x05}sP\x15'), '\144' + chr(0b1100101) + chr(0b1010 + 0o131) + chr(111) + chr(0b1100100) + chr(101))(chr(117) + '\164' + '\146' + '\055' + '\x38'))(ML68JiszswD6, Fm5WYxvKjCEG)
roI3spqORKae(rPHpDPoUdHO0, roI3spqORKae(ES5oEprVxulp(b'|\x91\xc0j\xe9\x97\xe7\x12v[vj'), chr(0b1100100) + chr(0b10111 + 0o116) + '\x63' + chr(111) + chr(0b1011101 + 0o7) + chr(0b1100101))(chr(117) + '\164' + chr(5487 - 5385) + '\055' + chr(0b101 + 0o63)))(Fm5WYxvKjCEG)
return rPHpDPoUdHO0 |
noahbenson/neuropythy | neuropythy/hcp/files.py | auto_download | def auto_download(status,
credentials=None, subjects_path=None, overwrite=False, release='HCP_1200',
database='hcp-openaccess', retinotopy_path=None, retinotopy_cache=True):
'''
auto_download(True) enables automatic downloading of HCP subject data when the subject ID
is requested. The optional arguments are identical to those required for the function
download(), and they are passed to download() when auto-downloading occurs.
auto_download(False) disables automatic downloading.
Automatic downloading is disabled by default unless the environment variable
HCP_AUTO_DOWNLOAD is set to true. In this case, the database and release are derived from
the environment variables HCP_AUTO_DATABASE and HCP_AUTO_RELEASE, and the variable
HCP_AUTO_PATH can be used to override the default subjects path.
'''
global _auto_download_options, _retinotopy_path
status = (['structure','retinotopy'] if status is True else
[] if status is False else
[status] if pimms.is_str(status) else
status)
_auto_download_options = {'structure':False, 'retinotopy':False}
for s in status:
if s.lower() == 'structure':
if s3fs is None:
raise RuntimeError(
's3fs was not successfully loaded, so downloads may not occur; check'
' your Python configuration to make sure that s3fs is installed. See'
' http://s3fs.readthedocs.io/en/latest/install.html for details.')
if credentials is None: credentials = config['hcp_credentials']
if credentials is None: raise ValueError('No HCP credentials detected or found')
(s3fs_key, s3fs_secret) = to_credentials(credentials)
if subjects_path is None:
sdirs = config['hcp_subject_paths']
subjects_path = next((sd for sd in sdirs if os.path.isdir(sd)), None)
if subjects_path is None: raise ValueError('No subjects path given or found')
else: subjects_path = os.path.expanduser(subjects_path)
fs = s3fs.S3FileSystem(key=s3fs_key, secret=s3fs_secret)
hcpbase = '/'.join([database, release])
if not fs.exists(hcpbase):
raise ValueError('database/release (%s/%s) not found' % (database, release))
sids = set([])
for f in fs.ls(hcpbase):
f = os.path.split(f)[-1]
if len(f) == 6 and f[0] != '0':
try: sids.add(int(f))
except Exception: pass
_auto_download_options['structure'] = True
_auto_download_options['subjects_path'] = subjects_path
_auto_download_options['overwrite'] = overwrite
_auto_download_options['release'] = release
_auto_download_options['database'] = database
_auto_download_options['subject_ids'] = frozenset(sids)
_auto_download_options['s3fs'] = fs
elif s.lower() == 'retinotopy':
if retinotopy_path is None:
dirs = config['hcp_subject_paths']
if subjects_path is not None: dirs = [subjects_path] + list(dirs)
if _retinotopy_path is not None: dirs = [_retinotopy_path] + list(dirs)
retinotopy_path = next((sd for sd in dirs if os.path.isdir(sd)), None)
if retinotopy_path is None: raise ValueError('No retinotopy path given or found')
else: retinotopy_path = os.path.expanduser(retinotopy_path)
_auto_download_options['retinotopy'] = True
_auto_download_options['retinotopy_path'] = retinotopy_path
_auto_download_options['retinotopy_cache'] = retinotopy_cache
else: raise ValueError('unrecognized auto_download argument: %s' % s)
if all(v is False for v in six.itervalues(_auto_download_options)):
_auto_download_options = None | python | def auto_download(status,
credentials=None, subjects_path=None, overwrite=False, release='HCP_1200',
database='hcp-openaccess', retinotopy_path=None, retinotopy_cache=True):
'''
auto_download(True) enables automatic downloading of HCP subject data when the subject ID
is requested. The optional arguments are identical to those required for the function
download(), and they are passed to download() when auto-downloading occurs.
auto_download(False) disables automatic downloading.
Automatic downloading is disabled by default unless the environment variable
HCP_AUTO_DOWNLOAD is set to true. In this case, the database and release are derived from
the environment variables HCP_AUTO_DATABASE and HCP_AUTO_RELEASE, and the variable
HCP_AUTO_PATH can be used to override the default subjects path.
'''
global _auto_download_options, _retinotopy_path
status = (['structure','retinotopy'] if status is True else
[] if status is False else
[status] if pimms.is_str(status) else
status)
_auto_download_options = {'structure':False, 'retinotopy':False}
for s in status:
if s.lower() == 'structure':
if s3fs is None:
raise RuntimeError(
's3fs was not successfully loaded, so downloads may not occur; check'
' your Python configuration to make sure that s3fs is installed. See'
' http://s3fs.readthedocs.io/en/latest/install.html for details.')
if credentials is None: credentials = config['hcp_credentials']
if credentials is None: raise ValueError('No HCP credentials detected or found')
(s3fs_key, s3fs_secret) = to_credentials(credentials)
if subjects_path is None:
sdirs = config['hcp_subject_paths']
subjects_path = next((sd for sd in sdirs if os.path.isdir(sd)), None)
if subjects_path is None: raise ValueError('No subjects path given or found')
else: subjects_path = os.path.expanduser(subjects_path)
fs = s3fs.S3FileSystem(key=s3fs_key, secret=s3fs_secret)
hcpbase = '/'.join([database, release])
if not fs.exists(hcpbase):
raise ValueError('database/release (%s/%s) not found' % (database, release))
sids = set([])
for f in fs.ls(hcpbase):
f = os.path.split(f)[-1]
if len(f) == 6 and f[0] != '0':
try: sids.add(int(f))
except Exception: pass
_auto_download_options['structure'] = True
_auto_download_options['subjects_path'] = subjects_path
_auto_download_options['overwrite'] = overwrite
_auto_download_options['release'] = release
_auto_download_options['database'] = database
_auto_download_options['subject_ids'] = frozenset(sids)
_auto_download_options['s3fs'] = fs
elif s.lower() == 'retinotopy':
if retinotopy_path is None:
dirs = config['hcp_subject_paths']
if subjects_path is not None: dirs = [subjects_path] + list(dirs)
if _retinotopy_path is not None: dirs = [_retinotopy_path] + list(dirs)
retinotopy_path = next((sd for sd in dirs if os.path.isdir(sd)), None)
if retinotopy_path is None: raise ValueError('No retinotopy path given or found')
else: retinotopy_path = os.path.expanduser(retinotopy_path)
_auto_download_options['retinotopy'] = True
_auto_download_options['retinotopy_path'] = retinotopy_path
_auto_download_options['retinotopy_cache'] = retinotopy_cache
else: raise ValueError('unrecognized auto_download argument: %s' % s)
if all(v is False for v in six.itervalues(_auto_download_options)):
_auto_download_options = None | [
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Automatic downloading is disabled by default unless the environment variable
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"func... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/hcp/files.py#L1833-L1898 | train | Auto - downloads the HCP subject data from the given status. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(1138 - 1090) + chr(2280 - 2169) + chr(0b1011 + 0o47) + '\067', 35106 - 35098), nzTpIcepk0o8(chr(48) + chr(0b1011101 + 0o22) + chr(692 - 640) + '\x37', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b11010 + 0o125) + chr(49) + chr(0b110111) + '\x31', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(49) + chr(0b100101 + 0o22) + chr(0b101 + 0o62), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1001010 + 0o45) + chr(1049 - 998) + chr(53) + '\x37', 0o10), nzTpIcepk0o8('\x30' + chr(0b1110 + 0o141) + chr(1233 - 1183) + '\066' + '\061', 0b1000), nzTpIcepk0o8(chr(0b10 + 0o56) + '\157' + '\x32' + chr(0b110001 + 0o1) + chr(0b110101), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110010) + chr(0b110001) + '\x31', 55804 - 55796), nzTpIcepk0o8('\060' + '\157' + chr(0b11000 + 0o31) + '\065' + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(2095 - 2047) + chr(0b111100 + 0o63) + chr(0b110011) + chr(0b110000) + chr(114 - 60), 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\x33' + chr(986 - 932) + chr(52), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(49) + '\x35' + chr(48), 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(756 - 706) + chr(245 - 194) + chr(1147 - 1097), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1297 - 1247) + chr(0b110100) + '\x31', 59014 - 59006), nzTpIcepk0o8(chr(0b0 + 0o60) + chr(111) + chr(0b11101 + 0o25) + '\x34' + '\062', 47044 - 47036), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b11101 + 0o25) + '\x32' + chr(0b110011), 15233 - 15225), nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(111) + '\061' + chr(1504 - 1450) + chr(54), 63120 - 63112), nzTpIcepk0o8(chr(0b110000) + chr(7603 - 7492) + chr(50) + chr(0b110110) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(734 - 683) + chr(48) + '\x37', 27227 - 27219), nzTpIcepk0o8(chr(1988 - 1940) + chr(0b100 + 0o153) + '\063' + '\x35' + '\x30', 0o10), nzTpIcepk0o8(chr(48) + chr(997 - 886) + '\x32' + chr(0b100111 + 0o13) + chr(50), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(1504 - 1454) + chr(51) + chr(0b110100), 0o10), nzTpIcepk0o8(chr(48) + '\157' + '\063' + chr(0b110011) + chr(1187 - 1137), 11159 - 11151), nzTpIcepk0o8(chr(48) + chr(9823 - 9712) + chr(51) + chr(53) + '\061', ord("\x08")), nzTpIcepk0o8('\x30' + chr(11179 - 11068) + chr(0b10011 + 0o36) + chr(53) + chr(0b101110 + 0o11), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(230 - 179) + '\063' + chr(0b110000), 0o10), nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(8203 - 8092) + chr(1167 - 1116) + chr(77 - 28), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + '\x31' + '\063' + chr(0b11 + 0o63), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(50) + chr(0b110111) + chr(52), 63513 - 63505), nzTpIcepk0o8(chr(0b10111 + 0o31) + '\157' + chr(53) + '\x37', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(50) + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b10101 + 0o35) + '\061' + chr(0b110001), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b10010 + 0o37) + chr(275 - 220) + chr(587 - 539), 33492 - 33484), nzTpIcepk0o8('\060' + chr(3435 - 3324) + chr(2207 - 2158) + chr(2462 - 2407) + chr(0b110011), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b110010) + chr(0b110010) + '\062', 8), nzTpIcepk0o8(chr(1430 - 1382) + '\157' + '\062' + chr(0b11100 + 0o32) + chr(2254 - 2199), 34239 - 34231), nzTpIcepk0o8('\060' + chr(3881 - 3770) + chr(53) + '\x36', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1011 + 0o144) + '\067' + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(0b100010 + 0o16) + '\157' + chr(50) + chr(0b110100) + chr(50), 8), nzTpIcepk0o8(chr(48) + chr(0b100100 + 0o113) + chr(0b101011 + 0o10) + '\066' + chr(1869 - 1819), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b10 + 0o56) + chr(0b1101111) + '\065' + '\x30', 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'9'), chr(9103 - 9003) + '\145' + chr(0b1010101 + 0o16) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(3894 - 3777) + chr(4001 - 3885) + chr(0b1001101 + 0o31) + chr(0b111 + 0o46) + chr(0b101100 + 0o14)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def vlPvMWdMmEQf(TiBiMspMPXEL, etGTkURizUB3=None, Jw6LKervFPHB=None, JewFVgkSGnBd=nzTpIcepk0o8('\x30' + chr(111) + chr(133 - 85), 0o10), aUHj5BkBa9ON=roI3spqORKae(ES5oEprVxulp(b'_d) \xde\x83\xa5\xb9'), '\144' + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(982 - 865) + chr(10853 - 10737) + '\146' + chr(0b11001 + 0o24) + chr(0b110010 + 0o6)), IGOEKnm_tONS=roI3spqORKae(ES5oEprVxulp(b'\x7fD\tR\x80\xc1\xf0\xe7\x0b\xa5\x97\r\xe9\xd2'), chr(2852 - 2752) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(0b100110 + 0o77))(chr(0b1110101) + chr(0b1 + 0o163) + chr(102) + chr(0b101101) + '\070'), B3ROT6c5PfYp=None, bxShtZIOwblG=nzTpIcepk0o8('\060' + '\x6f' + chr(0b100010 + 0o17), 0o10)):
global U6r0oy7i7bWU, bbmHePyX4vPK
TiBiMspMPXEL = [roI3spqORKae(ES5oEprVxulp(b'dS\x0b\n\x8c\xc5\xe0\xfb\x0f'), chr(0b101100 + 0o70) + chr(0b1100101) + '\x63' + chr(111) + '\144' + chr(101))(chr(0b101011 + 0o112) + '\x74' + chr(102) + chr(0b101101) + chr(56)), roI3spqORKae(ES5oEprVxulp(b'eB\r\x16\x81\xde\xe1\xe6\x1a\xbf'), '\x64' + chr(0b110101 + 0o60) + chr(0b1100 + 0o127) + chr(6112 - 6001) + '\x64' + chr(368 - 267))(chr(117) + '\x74' + chr(0b1100110) + chr(612 - 567) + chr(56))] if TiBiMspMPXEL is nzTpIcepk0o8('\x30' + '\157' + '\061', 8) else [] if TiBiMspMPXEL is nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110000), 8) else [TiBiMspMPXEL] if zAgo8354IlJ7.is_str(TiBiMspMPXEL) else TiBiMspMPXEL
U6r0oy7i7bWU = {roI3spqORKae(ES5oEprVxulp(b'dS\x0b\n\x8c\xc5\xe0\xfb\x0f'), '\144' + '\145' + chr(0b1100011) + '\157' + '\144' + chr(8842 - 8741))(chr(0b1000110 + 0o57) + chr(0b1110100) + '\146' + '\x2d' + '\070'): nzTpIcepk0o8(chr(48) + chr(0b1101100 + 0o3) + chr(0b110000), 8), roI3spqORKae(ES5oEprVxulp(b'eB\r\x16\x81\xde\xe1\xe6\x1a\xbf'), chr(6626 - 6526) + '\x65' + chr(99) + chr(0b10001 + 0o136) + chr(100) + chr(3376 - 3275))(chr(0b1100100 + 0o21) + chr(2162 - 2046) + chr(0b1001101 + 0o31) + chr(0b101101) + '\x38'): nzTpIcepk0o8(chr(2025 - 1977) + chr(0b111001 + 0o66) + '\060', 8)}
for PmE5_h409JAA in TiBiMspMPXEL:
if roI3spqORKae(PmE5_h409JAA, roI3spqORKae(ES5oEprVxulp(b'OIA:\xa1\xe6\xd8\xd3\x0e\x8f\xa6\x1c'), chr(100) + '\x65' + '\x63' + '\157' + chr(1259 - 1159) + '\145')(chr(1194 - 1077) + '\164' + chr(0b1100110) + '\x2d' + chr(56)))() == roI3spqORKae(ES5oEprVxulp(b'dS\x0b\n\x8c\xc5\xe0\xfb\x0f'), '\144' + '\145' + '\x63' + '\157' + chr(0b1100100) + chr(101))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + '\x38'):
if nVSFDg1f8VPW is None:
raise _1qUu0gKi9gH(roI3spqORKae(ES5oEprVxulp(b'd\x14\x1f\x0c\xcf\xc6\xf4\xfaJ\xa8\x9b\x1c\xba\xd2\xd7\xf0\x15\xd6\xb4\x9b\xf4\xe9\xb6\x85\x16\xf8u1\xddKp\xedT[\xe1\xd8\x0e^\xcd\x85yK\x16\x1e\x8b\xc2\xb5\xe4\x0b\xbf\xd4\x06\xf5\xd5\x82\xfc\x15\xd0\xb2\x9a\xa9\xbc\xb9\x81\n\xbbr~\xc5@`\xfbX+\xeb\xc3FU\xcc\xd2tH\x17\x19\x86\xd6\xe0\xfb\x0b\xb2\x9d\x07\xf4\x81\xd6\xfcV\xde\xa6\x83\xf7\xbc\xa9\x9c\x1d\xbd9*\xd4Na\xa9\x0bH\xf4\xc4\x0eS\xd1\xd2~I\n\x0b\x8e\xdd\xf9\xec\x0e\xe8\xd4;\xff\xc4\x82\xfb\x02\xc7\xb7\xd2\xbd\xb3\xa9\xda\t\xab7,\xd9Nq\xfd\x10\x1e\xf6\xd8MI\x8c\x9bx\x08\x1c\x11\xc0\xdd\xf4\xfd\x0f\xb5\x80G\xf3\xcf\xd1\xe7\x17\xdf\xab\xc6\xfa\xe8\xb7\x85O\xbev,\x9cKp\xfd\x19\x12\xfe\xc4\x00'), '\x64' + chr(0b1100101) + chr(99) + chr(0b101001 + 0o106) + '\x64' + '\145')(chr(12930 - 12813) + chr(0b1110100) + '\x66' + chr(1417 - 1372) + '\x38'))
if etGTkURizUB3 is None:
etGTkURizUB3 = kgkKUcD36lls[roI3spqORKae(ES5oEprVxulp(b'\x7fD\t \x8c\xc3\xf0\xed\x0f\xa8\x80\x01\xfb\xcd\xd1'), chr(0b1100100) + chr(7979 - 7878) + '\143' + chr(0b0 + 0o157) + chr(0b1100100) + chr(101))(chr(0b1010 + 0o153) + chr(0b1110001 + 0o3) + '\146' + '\x2d' + chr(0b10011 + 0o45))]
if etGTkURizUB3 is None:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'YHY7\xac\xe1\xb5\xea\x18\xa3\x90\r\xf4\xd5\xcb\xf2\x1a\xc0\xe7\x8c\xf7\xe8\xbf\x8a\x1b\xbd}~\xd3]5\xef\x17\x0e\xfc\xd3'), '\144' + chr(0b111111 + 0o46) + '\x63' + chr(0b10 + 0o155) + '\x64' + chr(1210 - 1109))(chr(117) + chr(116) + chr(0b1100110) + chr(45) + '\x38'))
(Ej2fcjyzC0lc, MfVpZvtB5rTR) = VN3NkjZBZwC6(etGTkURizUB3)
if Jw6LKervFPHB is None:
IRU_jq9X7fkN = kgkKUcD36lls[roI3spqORKae(ES5oEprVxulp(b'\x7fD\t \x9c\xc4\xf7\xe3\x0f\xa5\x807\xea\xc0\xd6\xfb\x05'), chr(7647 - 7547) + chr(0b1100101) + chr(7833 - 7734) + chr(0b11011 + 0o124) + chr(0b1100100) + chr(101))(chr(0b1011011 + 0o32) + chr(0b1110100) + '\146' + chr(45) + chr(0b110101 + 0o3))]
Jw6LKervFPHB = ltB3XhPy2rYf((Aag3otPg0doQ for Aag3otPg0doQ in IRU_jq9X7fkN if aHUqKstZLeS6.path.XhP1ZtB9aQzB(Aag3otPg0doQ)), None)
if Jw6LKervFPHB is None:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'YHY\x0c\x9a\xd3\xff\xec\t\xb2\x87H\xea\xc0\xd6\xfbV\xd4\xae\x9e\xf7\xf2\xfa\x86\x1d\xf8\x7f1\xc9Aq'), chr(100) + '\145' + chr(3634 - 3535) + chr(111) + '\144' + '\x65')(chr(0b1001 + 0o154) + chr(116) + chr(6007 - 5905) + '\x2d' + chr(0b111000)))
else:
Jw6LKervFPHB = aHUqKstZLeS6.path.expanduser(Jw6LKervFPHB)
ANVmZzFk_RHC = nVSFDg1f8VPW.S3FileSystem(key=Ej2fcjyzC0lc, secret=MfVpZvtB5rTR)
_p0wSuQDuyqw = roI3spqORKae(ES5oEprVxulp(b'8'), chr(0b1100100) + chr(0b1000101 + 0o40) + '\143' + chr(12227 - 12116) + chr(100) + chr(0b1011010 + 0o13))(chr(117) + chr(116) + chr(0b11000 + 0o116) + chr(1026 - 981) + chr(56)).Y4yM9BcfTCNq([IGOEKnm_tONS, aUHj5BkBa9ON])
if not roI3spqORKae(ANVmZzFk_RHC, roI3spqORKae(ES5oEprVxulp(b'mt0\x06\x81\xe1\xe0\xcc\x1c\xaa\xa5\\'), '\144' + chr(1069 - 968) + chr(7156 - 7057) + chr(0b100010 + 0o115) + '\x64' + chr(1047 - 946))(chr(7182 - 7065) + chr(0b1110100) + '\146' + '\055' + chr(0b111000)))(_p0wSuQDuyqw):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'sF\r\x1e\x8d\xd0\xe6\xecE\xb4\x91\x04\xff\xc0\xd1\xf6V\x9b\xe2\x9b\xbd\xb9\xa9\xc0O\xb6v*\x9cIz\xfc\x16\x1f'), chr(0b1000110 + 0o36) + chr(101) + chr(0b1100011) + chr(111) + '\x64' + chr(101))('\x75' + chr(4765 - 4649) + chr(574 - 472) + '\055' + chr(1225 - 1169)) % (IGOEKnm_tONS, aUHj5BkBa9ON))
Wbavx5JmRXKA = Bvi71nNyvlqO([])
for _R8IKF5IwAfX in roI3spqORKae(ANVmZzFk_RHC, roI3spqORKae(ES5oEprVxulp(b'{T'), '\144' + chr(6609 - 6508) + chr(0b1001111 + 0o24) + chr(6332 - 6221) + chr(0b1100100) + chr(0b110110 + 0o57))('\x75' + chr(4350 - 4234) + chr(0b1010111 + 0o17) + chr(263 - 218) + '\x38'))(_p0wSuQDuyqw):
_R8IKF5IwAfX = aHUqKstZLeS6.path.LfRrQOxuDvnC(_R8IKF5IwAfX)[-nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(591 - 542), 8)]
if ftfygxgFas5X(_R8IKF5IwAfX) == nzTpIcepk0o8(chr(0b110000) + chr(0b11100 + 0o123) + chr(0b10111 + 0o37), ord("\x08")) and _R8IKF5IwAfX[nzTpIcepk0o8('\060' + chr(111) + chr(0b110000), 8)] != roI3spqORKae(ES5oEprVxulp(b"'"), chr(100) + chr(101) + chr(0b1001000 + 0o33) + chr(111) + chr(0b1011011 + 0o11) + '\145')(chr(0b1110101) + chr(12544 - 12428) + chr(102) + chr(0b11000 + 0o25) + chr(0b11000 + 0o40)):
try:
roI3spqORKae(Wbavx5JmRXKA, roI3spqORKae(ES5oEprVxulp(b'b\x14(\x1b\x86\xc2\xdc\xf8.\xa0\xb7\x0c'), chr(0b111111 + 0o45) + '\x65' + chr(0b1100011) + chr(0b1101111) + '\144' + chr(0b100100 + 0o101))('\165' + chr(0b1011110 + 0o26) + chr(0b1011100 + 0o12) + chr(0b101100 + 0o1) + chr(56)))(nzTpIcepk0o8(_R8IKF5IwAfX))
except zfo2Sgkz3IVJ:
pass
U6r0oy7i7bWU[roI3spqORKae(ES5oEprVxulp(b'dS\x0b\n\x8c\xc5\xe0\xfb\x0f'), '\144' + chr(101) + chr(99) + chr(0b111000 + 0o67) + chr(0b11111 + 0o105) + chr(0b1100101))(chr(0b1110101) + '\x74' + '\146' + chr(853 - 808) + chr(0b111000))] = nzTpIcepk0o8('\060' + '\x6f' + chr(0b110001), 8)
U6r0oy7i7bWU[roI3spqORKae(ES5oEprVxulp(b'dR\x1b\x15\x8a\xd2\xe1\xfa5\xb6\x95\x1c\xf2'), '\x64' + chr(0b1111 + 0o126) + chr(0b1100011) + chr(111) + '\x64' + chr(0b110010 + 0o63))(chr(0b1110101) + chr(0b100110 + 0o116) + '\146' + '\055' + chr(0b110000 + 0o10))] = Jw6LKervFPHB
U6r0oy7i7bWU[roI3spqORKae(ES5oEprVxulp(b'xQ\x1c\r\x98\xc3\xfc\xfd\x0f'), chr(0b1100100) + chr(0b1100101) + chr(2370 - 2271) + chr(111) + '\144' + '\x65')(chr(9559 - 9442) + '\x74' + '\x66' + '\055' + chr(0b1 + 0o67))] = JewFVgkSGnBd
U6r0oy7i7bWU[roI3spqORKae(ES5oEprVxulp(b'eB\x15\x1a\x8e\xc2\xf0'), '\x64' + chr(7485 - 7384) + chr(0b110011 + 0o60) + chr(7011 - 6900) + chr(100) + chr(0b1011110 + 0o7))('\x75' + chr(0b100 + 0o160) + chr(0b1100110) + '\055' + chr(1645 - 1589))] = aUHj5BkBa9ON
U6r0oy7i7bWU[roI3spqORKae(ES5oEprVxulp(b'sF\r\x1e\x8d\xd0\xe6\xec'), chr(6378 - 6278) + chr(101) + '\143' + '\x6f' + '\x64' + '\x65')('\165' + '\164' + chr(0b1100110) + chr(648 - 603) + '\x38')] = IGOEKnm_tONS
U6r0oy7i7bWU[roI3spqORKae(ES5oEprVxulp(b'dR\x1b\x15\x8a\xd2\xe1\xd6\x03\xa2\x87'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(102) + '\x2d' + '\070')] = PNaRkv8AjHWU(Wbavx5JmRXKA)
U6r0oy7i7bWU[roI3spqORKae(ES5oEprVxulp(b'd\x14\x1f\x0c'), '\x64' + chr(0b1100101) + '\x63' + '\x6f' + chr(0b1001101 + 0o27) + chr(0b11011 + 0o112))(chr(3978 - 3861) + chr(0b1001100 + 0o50) + '\146' + chr(995 - 950) + '\x38')] = ANVmZzFk_RHC
elif roI3spqORKae(PmE5_h409JAA, roI3spqORKae(ES5oEprVxulp(b'OIA:\xa1\xe6\xd8\xd3\x0e\x8f\xa6\x1c'), chr(0b10000 + 0o124) + chr(2682 - 2581) + '\x63' + chr(0b1101111) + chr(0b110000 + 0o64) + chr(10005 - 9904))(chr(7413 - 7296) + chr(10695 - 10579) + chr(2878 - 2776) + chr(45) + chr(2265 - 2209)))() == roI3spqORKae(ES5oEprVxulp(b'eB\r\x16\x81\xde\xe1\xe6\x1a\xbf'), chr(0b101011 + 0o71) + chr(101) + chr(99) + '\x6f' + '\144' + chr(0b110011 + 0o62))('\x75' + chr(0b1101110 + 0o6) + chr(102) + '\x2d' + chr(56)):
if B3ROT6c5PfYp is None:
VNlxNzbaDsmx = kgkKUcD36lls[roI3spqORKae(ES5oEprVxulp(b'\x7fD\t \x9c\xc4\xf7\xe3\x0f\xa5\x807\xea\xc0\xd6\xfb\x05'), chr(0b10000 + 0o124) + '\145' + '\143' + chr(0b1101111) + '\144' + chr(0b1100101))(chr(7673 - 7556) + chr(13191 - 13075) + chr(5265 - 5163) + '\x2d' + chr(0b111000))]
if Jw6LKervFPHB is not None:
VNlxNzbaDsmx = [Jw6LKervFPHB] + H4NoA26ON7iG(VNlxNzbaDsmx)
if bbmHePyX4vPK is not None:
VNlxNzbaDsmx = [bbmHePyX4vPK] + H4NoA26ON7iG(VNlxNzbaDsmx)
B3ROT6c5PfYp = ltB3XhPy2rYf((Aag3otPg0doQ for Aag3otPg0doQ in VNlxNzbaDsmx if aHUqKstZLeS6.path.XhP1ZtB9aQzB(Aag3otPg0doQ)), None)
if B3ROT6c5PfYp is None:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'YHY\r\x8a\xc5\xfc\xe7\x05\xb2\x9b\x18\xe3\x81\xd2\xf2\x02\xdb\xe7\x8f\xfb\xea\xbf\x87O\xb7k~\xda@`\xe7\x1c'), chr(0b1100100) + chr(101) + '\x63' + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + '\146' + chr(0b101101) + '\x38'))
else:
B3ROT6c5PfYp = aHUqKstZLeS6.path.expanduser(B3ROT6c5PfYp)
U6r0oy7i7bWU[roI3spqORKae(ES5oEprVxulp(b'eB\r\x16\x81\xde\xe1\xe6\x1a\xbf'), chr(0b1010010 + 0o22) + chr(4814 - 4713) + '\x63' + '\157' + chr(880 - 780) + chr(0b110000 + 0o65))(chr(8095 - 7978) + chr(8094 - 7978) + chr(0b1100110 + 0o0) + '\055' + chr(0b110110 + 0o2))] = nzTpIcepk0o8(chr(723 - 675) + '\x6f' + chr(0b100010 + 0o17), 8)
U6r0oy7i7bWU[roI3spqORKae(ES5oEprVxulp(b'eB\r\x16\x81\xde\xe1\xe6\x1a\xbf\xab\x18\xfb\xd5\xca'), '\144' + chr(0b111000 + 0o55) + chr(6863 - 6764) + chr(0b1011010 + 0o25) + chr(477 - 377) + chr(101))('\165' + '\164' + '\x66' + chr(239 - 194) + chr(0b10011 + 0o45))] = B3ROT6c5PfYp
U6r0oy7i7bWU[roI3spqORKae(ES5oEprVxulp(b'eB\r\x16\x81\xde\xe1\xe6\x1a\xbf\xab\x0b\xfb\xc2\xca\xf6'), '\x64' + chr(0b100001 + 0o104) + chr(99) + chr(0b1011100 + 0o23) + chr(0b1001011 + 0o31) + chr(101))('\x75' + '\164' + chr(5729 - 5627) + chr(219 - 174) + '\070')] = bxShtZIOwblG
else:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'bI\x0b\x1a\x8c\xde\xf2\xe7\x03\xbc\x91\x0c\xba\xc0\xd7\xe7\x19\xec\xa3\x87\xe5\xf2\xb6\x86\x0e\xbc9?\xceH`\xe4\x1d\x15\xe6\x8d\x0e\x1f\xd1'), '\x64' + '\145' + chr(99) + chr(111) + '\144' + chr(8610 - 8509))('\x75' + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(56)) % PmE5_h409JAA)
if qX60lO1lgHA5((r7AA1pbLjb44 is nzTpIcepk0o8(chr(2136 - 2088) + chr(0b1101111) + chr(0b110000), 8) for r7AA1pbLjb44 in roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b'~S\x1c\r\x99\xd0\xf9\xfc\x0f\xb5'), chr(0b1100001 + 0o3) + '\145' + '\143' + chr(0b1101111) + '\144' + '\145')('\x75' + chr(116) + chr(0b1010110 + 0o20) + chr(1757 - 1712) + chr(0b111000)))(U6r0oy7i7bWU))):
U6r0oy7i7bWU = None |
noahbenson/neuropythy | neuropythy/hcp/files.py | load_retinotopy_cache | def load_retinotopy_cache(sdir, sid, alignment='MSMAll'):
'''
Returns the subject's retinotopy cache as a lazy map, or None if no cache exists. The hemi keys
in the returned map will spell out the cortex name (e.g., lh_native_MSMAll or rh_LR32k_MSMAll).
'''
fs = {h:{(k,kk):os.path.join(sdir, 'retinotopy', v % (h, alignment))
for (kk,vv) in six.iteritems(_retinotopy_cache_tr)
for (k,v) in six.iteritems(vv)}
for h in ('lh','rh')}
files = {}
for h in ['lh','rh']:
for ((k,kk),v) in six.iteritems(fs[h]):
if not os.path.isfile(v): continue
hh = _retinotopy_cache_surf_tr[v.split('.')[-2]] % (h, alignment)
if hh not in files: files[hh] = {}
files[hh][k] = v
if len(files) == 0: return files
def _loader(fls, h, k): return (lambda:nyio.load(fls[h][k]))
return {h:pimms.lazy_map({k:_loader(files, h, k) for k in six.iterkeys(v)})
for (h,v) in six.iteritems(files)} | python | def load_retinotopy_cache(sdir, sid, alignment='MSMAll'):
'''
Returns the subject's retinotopy cache as a lazy map, or None if no cache exists. The hemi keys
in the returned map will spell out the cortex name (e.g., lh_native_MSMAll or rh_LR32k_MSMAll).
'''
fs = {h:{(k,kk):os.path.join(sdir, 'retinotopy', v % (h, alignment))
for (kk,vv) in six.iteritems(_retinotopy_cache_tr)
for (k,v) in six.iteritems(vv)}
for h in ('lh','rh')}
files = {}
for h in ['lh','rh']:
for ((k,kk),v) in six.iteritems(fs[h]):
if not os.path.isfile(v): continue
hh = _retinotopy_cache_surf_tr[v.split('.')[-2]] % (h, alignment)
if hh not in files: files[hh] = {}
files[hh][k] = v
if len(files) == 0: return files
def _loader(fls, h, k): return (lambda:nyio.load(fls[h][k]))
return {h:pimms.lazy_map({k:_loader(files, h, k) for k in six.iterkeys(v)})
for (h,v) in six.iteritems(files)} | [
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/hcp/files.py#L1967-L1986 | train | Load the subject s retinotopy cache as a lazy map. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + '\157' + chr(0b110011) + chr(0b101100 + 0o7) + chr(0b110010 + 0o5), 46818 - 46810), nzTpIcepk0o8('\060' + '\x6f' + chr(50) + chr(0b110001) + chr(0b1010 + 0o53), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(8437 - 8326) + chr(1276 - 1227) + chr(51) + chr(0b110011), 29922 - 29914), nzTpIcepk0o8(chr(0b11011 + 0o25) + chr(111) + chr(0b1011 + 0o46) + '\063' + chr(0b1101 + 0o52), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(1395 - 1346) + chr(48) + chr(48), 0b1000), nzTpIcepk0o8(chr(0b100 + 0o54) + chr(5457 - 5346) + chr(0b110001) + chr(0b110000) + '\x30', 8), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(943 - 894) + '\060' + chr(0b10000 + 0o42), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(0b110011) + '\064' + chr(0b101100 + 0o6), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110 + 0o61) + chr(161 - 110), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(50) + chr(2454 - 2404) + chr(0b10010 + 0o45), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(11416 - 11305) + chr(1663 - 1610) + chr(0b100101 + 0o17), 0b1000), nzTpIcepk0o8('\x30' + chr(0b100100 + 0o113) + '\x34' + '\x32', ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + '\063' + chr(0b110101) + '\063', 46394 - 46386), nzTpIcepk0o8(chr(1873 - 1825) + chr(111) + chr(51) + chr(0b100010 + 0o17) + chr(0b110000), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b101011 + 0o13) + chr(0b11011 + 0o26), 25441 - 25433), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b1000 + 0o52) + '\063' + '\x34', 10755 - 10747), nzTpIcepk0o8(chr(792 - 744) + chr(0b1001100 + 0o43) + chr(0b110001) + '\x30' + '\067', 182 - 174), nzTpIcepk0o8(chr(0b100001 + 0o17) + '\x6f' + '\x32' + chr(0b110111) + chr(225 - 174), 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\x31' + '\x30' + '\x33', 57119 - 57111), nzTpIcepk0o8('\x30' + '\157' + chr(296 - 247) + chr(51) + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\062' + '\x32' + chr(639 - 587), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b10001 + 0o40) + chr(0b110100) + chr(0b110110), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + '\061' + '\067' + chr(0b110010), 7349 - 7341), nzTpIcepk0o8(chr(48) + chr(0b100000 + 0o117) + chr(2608 - 2554) + chr(0b110101), 41667 - 41659), nzTpIcepk0o8(chr(48) + '\157' + chr(0b101000 + 0o12) + chr(0b10000 + 0o45) + chr(51), 0o10), nzTpIcepk0o8(chr(0b101 + 0o53) + '\x6f' + chr(0b100000 + 0o23) + '\x30' + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1011100 + 0o23) + '\061' + chr(0b110010), 0b1000), nzTpIcepk0o8('\x30' + chr(9830 - 9719) + '\061' + chr(50) + chr(0b100010 + 0o22), 36223 - 36215), nzTpIcepk0o8(chr(1260 - 1212) + chr(7777 - 7666) + chr(0b110010) + '\067' + chr(2676 - 2623), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110011) + '\x34' + '\x36', 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(49) + '\x35' + '\x34', 0b1000), nzTpIcepk0o8(chr(0b10001 + 0o37) + '\x6f' + chr(0b10100 + 0o37) + '\062' + '\063', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(2502 - 2451) + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(0b101011 + 0o5) + '\157' + '\063' + '\x33' + chr(50), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1100111 + 0o10) + '\x33' + '\x35' + '\064', 60317 - 60309), nzTpIcepk0o8('\x30' + '\157' + '\061' + chr(50) + chr(1162 - 1112), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110010) + '\x36' + chr(0b110001 + 0o4), 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(0b11001 + 0o30) + chr(0b10001 + 0o40) + chr(49), 0o10), nzTpIcepk0o8(chr(928 - 880) + chr(111) + chr(0b110011) + chr(747 - 697) + chr(565 - 515), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(49) + '\x30' + '\067', 8)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(1337 - 1289) + '\x6f' + '\x35' + '\x30', 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xf1'), '\x64' + chr(0b11100 + 0o111) + chr(0b1100011) + chr(111) + chr(100) + '\x65')(chr(0b1110101) + '\x74' + chr(5870 - 5768) + '\x2d' + chr(1453 - 1397)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def YggLKYr0Rowv(bZpMR4WgIDJi, bXIYhT1TDng8, jetLuY9XL5_R=roI3spqORKae(ES5oEprVxulp(b'\x92\xde\x16\x1e,,'), chr(100) + '\145' + chr(0b1100011) + '\x6f' + chr(752 - 652) + chr(101))(chr(0b1110101) + chr(0b1110000 + 0o4) + chr(0b1100110) + chr(0b101101) + chr(0b111000))):
ANVmZzFk_RHC = {_9ve2uheHd6a: {(B6UAF1zReOyJ, kh8Rprxl44kg): aHUqKstZLeS6.path.Y4yM9BcfTCNq(bZpMR4WgIDJi, roI3spqORKae(ES5oEprVxulp(b'\xad\xe8/6./6\x8dK\xee'), '\144' + chr(101) + chr(8485 - 8386) + chr(0b1101111) + '\x64' + chr(0b1010 + 0o133))(chr(0b1110101) + chr(6319 - 6203) + '\146' + chr(367 - 322) + chr(0b111000)), r7AA1pbLjb44 % (_9ve2uheHd6a, jetLuY9XL5_R)) for (kh8Rprxl44kg, gNdNYJjHRQkj) in YVS_F7_wWn_o.tcSkjcrLksk1(swy62w1o5ood) for (B6UAF1zReOyJ, r7AA1pbLjb44) in YVS_F7_wWn_o.tcSkjcrLksk1(gNdNYJjHRQkj)} for _9ve2uheHd6a in (roI3spqORKae(ES5oEprVxulp(b'\xb3\xe5'), chr(0b1100100) + chr(0b10101 + 0o120) + chr(99) + chr(0b1011110 + 0o21) + chr(0b111101 + 0o47) + chr(101))(chr(0b1110101) + chr(10495 - 10379) + '\146' + chr(1312 - 1267) + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\xad\xe5'), chr(2591 - 2491) + chr(5489 - 5388) + chr(0b1100011) + '\x6f' + '\x64' + '\x65')(chr(0b1110101) + '\164' + '\146' + chr(0b10100 + 0o31) + chr(0b111000)))}
wR5_YWECjaY7 = {}
for _9ve2uheHd6a in [roI3spqORKae(ES5oEprVxulp(b'\xb3\xe5'), '\x64' + '\x65' + '\143' + '\157' + chr(7555 - 7455) + chr(4236 - 4135))('\x75' + '\x74' + chr(102) + chr(0b101101) + chr(841 - 785)), roI3spqORKae(ES5oEprVxulp(b'\xad\xe5'), chr(7588 - 7488) + chr(0b110000 + 0o65) + chr(0b1011010 + 0o11) + chr(111) + chr(100) + chr(0b110110 + 0o57))(chr(0b1110101) + chr(116) + chr(102) + chr(1625 - 1580) + chr(1091 - 1035))]:
for ((B6UAF1zReOyJ, kh8Rprxl44kg), r7AA1pbLjb44) in roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b'\xab\xee\x084*#0\xaeP\xe4G\x13'), chr(0b1100100) + '\x65' + '\143' + '\x6f' + '\144' + '\x65')(chr(117) + chr(0b1010110 + 0o36) + chr(102) + '\055' + '\070'))(ANVmZzFk_RHC[_9ve2uheHd6a]):
if not roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'\xb6\xfe=6,%'), chr(0b1100100) + '\x65' + chr(0b1100011) + '\157' + chr(0b110011 + 0o61) + chr(6744 - 6643))(chr(0b1110101) + chr(0b1110100) + chr(0b10 + 0o144) + chr(0b111 + 0o46) + chr(0b111000)))(r7AA1pbLjb44):
continue
uWR81NZWrdv8 = yPwACd0JdWqS[r7AA1pbLjb44.LfRrQOxuDvnC(roI3spqORKae(ES5oEprVxulp(b'\xf1'), chr(1678 - 1578) + chr(0b10101 + 0o120) + '\x63' + '\157' + '\x64' + chr(101))('\x75' + '\x74' + chr(0b1100110) + chr(782 - 737) + '\x38'))[-nzTpIcepk0o8(chr(1689 - 1641) + chr(4051 - 3940) + chr(0b1110 + 0o44), 0o10)]] % (_9ve2uheHd6a, jetLuY9XL5_R)
if uWR81NZWrdv8 not in wR5_YWECjaY7:
wR5_YWECjaY7[uWR81NZWrdv8] = {}
wR5_YWECjaY7[uWR81NZWrdv8][B6UAF1zReOyJ] = r7AA1pbLjb44
if ftfygxgFas5X(wR5_YWECjaY7) == nzTpIcepk0o8(chr(48) + '\x6f' + '\x30', 42268 - 42260):
return wR5_YWECjaY7
def B6ou_uffUG_q(qc8Ok22ykVfF, _9ve2uheHd6a, B6UAF1zReOyJ):
return lambda : roI3spqORKae(FtNJN3RgnJYj, roI3spqORKae(ES5oEprVxulp(b'\x85\xc8\t,$#u\x81\n\xf3\x14g'), '\x64' + '\145' + chr(99) + '\157' + chr(3118 - 3018) + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(1469 - 1367) + chr(45) + '\x38'))(qc8Ok22ykVfF[_9ve2uheHd6a][B6UAF1zReOyJ])
return {_9ve2uheHd6a: roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\xb3\xec!&\x1f-#\x92'), '\144' + chr(594 - 493) + '\143' + chr(0b1101111) + '\x64' + chr(101))(chr(0b1101010 + 0o13) + chr(0b1110100) + '\x66' + chr(1462 - 1417) + '\070'))({B6UAF1zReOyJ: B6ou_uffUG_q(wR5_YWECjaY7, _9ve2uheHd6a, B6UAF1zReOyJ) for B6UAF1zReOyJ in roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b'\xb6\xf9>-+%;\x91'), chr(100) + chr(101) + chr(0b110000 + 0o63) + '\x6f' + '\144' + '\145')('\165' + '\x74' + chr(102) + chr(0b110 + 0o47) + chr(0b111000)))(r7AA1pbLjb44)}) for (_9ve2uheHd6a, r7AA1pbLjb44) in roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b'\xab\xee\x084*#0\xaeP\xe4G\x13'), chr(0b1100100) + chr(0b1100101) + '\143' + '\x6f' + chr(0b111011 + 0o51) + '\x65')(chr(117) + chr(0b1110100) + chr(102) + chr(0b10001 + 0o34) + chr(0b110001 + 0o7)))(wR5_YWECjaY7)} |
noahbenson/neuropythy | neuropythy/hcp/files.py | save_retinotopy_cache | def save_retinotopy_cache(sdir, sid, hemi, props, alignment='MSMAll', overwrite=False):
'''
Saves the subject's retinotopy cache from the given properties. The first argument is the
subject's directory (not the subjects' directory).
'''
h = hemi[:2]
htype = hemi.split('_')[1]
if _auto_download_options is None \
or 'retinotopy_cache' not in _auto_download_options \
or not _auto_download_options['retinotopy_cache']:
return
files = {k:os.path.join(sdir, 'retinotopy', v % (h, alignment))
for (k,v) in six.iteritems(_retinotopy_cache_tr[htype])}
for (p,fl) in six.iteritems(files):
if p not in props or (not overwrite and os.path.exists(fl)): continue
p = np.asarray(props[p])
if np.issubdtype(p.dtype, np.floating): p = np.asarray(p, np.float32)
dr = os.path.split(os.path.abspath(fl))[0]
if not os.path.isdir(dr): os.makedirs(os.path.abspath(dr), 0o755)
nyio.save(fl, p) | python | def save_retinotopy_cache(sdir, sid, hemi, props, alignment='MSMAll', overwrite=False):
'''
Saves the subject's retinotopy cache from the given properties. The first argument is the
subject's directory (not the subjects' directory).
'''
h = hemi[:2]
htype = hemi.split('_')[1]
if _auto_download_options is None \
or 'retinotopy_cache' not in _auto_download_options \
or not _auto_download_options['retinotopy_cache']:
return
files = {k:os.path.join(sdir, 'retinotopy', v % (h, alignment))
for (k,v) in six.iteritems(_retinotopy_cache_tr[htype])}
for (p,fl) in six.iteritems(files):
if p not in props or (not overwrite and os.path.exists(fl)): continue
p = np.asarray(props[p])
if np.issubdtype(p.dtype, np.floating): p = np.asarray(p, np.float32)
dr = os.path.split(os.path.abspath(fl))[0]
if not os.path.isdir(dr): os.makedirs(os.path.abspath(dr), 0o755)
nyio.save(fl, p) | [
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")",
"."
] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/hcp/files.py#L1987-L2006 | train | Saves the subject s retinotopy cache from the given properties. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b111 + 0o51) + chr(111) + '\062' + '\x36' + '\x30', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1204 - 1154) + chr(0b110001) + chr(0b110100), 19173 - 19165), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b100100 + 0o17) + chr(52) + chr(0b1010 + 0o46), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\063' + chr(1194 - 1145) + '\x31', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b101 + 0o54) + chr(0b11010 + 0o34) + chr(0b110111), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(0b11010 + 0o27) + '\x37' + '\066', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b101100 + 0o103) + chr(55) + chr(0b100111 + 0o15), 0o10), nzTpIcepk0o8(chr(1421 - 1373) + chr(0b1101111) + '\062' + chr(371 - 319), 0b1000), nzTpIcepk0o8('\060' + chr(11027 - 10916) + chr(0b100111 + 0o13) + chr(0b11110 + 0o31) + '\x30', ord("\x08")), nzTpIcepk0o8(chr(235 - 187) + chr(0b1001001 + 0o46) + chr(51) + chr(0b1010 + 0o51) + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x33' + chr(0b1101 + 0o47) + '\x30', 8), nzTpIcepk0o8(chr(493 - 445) + '\157' + '\x31' + '\x35' + chr(2280 - 2230), ord("\x08")), nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(0b101001 + 0o106) + chr(528 - 478) + chr(2593 - 2541) + chr(0b110001), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(50) + chr(53) + chr(1346 - 1297), 0o10), nzTpIcepk0o8(chr(0b100010 + 0o16) + '\x6f' + chr(52) + '\064', 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(0b1011 + 0o47) + chr(0b110100) + '\x35', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(49) + '\x32' + '\x33', 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(1155 - 1106) + '\061' + '\x36', 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(432 - 382) + chr(0b110100) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(111) + chr(2424 - 2374) + chr(0b10101 + 0o34) + chr(2041 - 1992), 18839 - 18831), nzTpIcepk0o8('\060' + '\157' + chr(0b100110 + 0o13) + chr(2547 - 2492) + '\x32', 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(2085 - 2031) + '\x31', 0b1000), nzTpIcepk0o8('\060' + chr(0b1010101 + 0o32) + chr(51) + '\064' + '\x33', 0b1000), nzTpIcepk0o8('\060' + chr(0b111000 + 0o67) + '\x33' + chr(53) + chr(51), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\x31' + '\061' + chr(2090 - 2042), 25722 - 25714), nzTpIcepk0o8(chr(2034 - 1986) + chr(0b1101111) + chr(0b110011) + '\067' + '\065', 28951 - 28943), nzTpIcepk0o8(chr(1545 - 1497) + '\x6f' + chr(0b110011 + 0o0) + chr(0b110111) + chr(0b110110), 15564 - 15556), nzTpIcepk0o8(chr(1578 - 1530) + chr(0b1101111) + '\x32' + chr(0b10110 + 0o35) + chr(48), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b100110 + 0o14) + chr(49) + chr(768 - 714), 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(2444 - 2393) + chr(0b110011) + chr(51), 0o10), nzTpIcepk0o8(chr(1871 - 1823) + chr(9790 - 9679) + chr(2467 - 2414) + chr(0b101101 + 0o4), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + '\063' + '\067' + chr(0b1 + 0o65), 8), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x32' + '\x33', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b110000 + 0o77) + '\x31' + chr(0b110001) + chr(49), 31536 - 31528), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110 + 0o54) + '\x31' + chr(62 - 11), 0b1000), nzTpIcepk0o8(chr(2158 - 2110) + chr(3456 - 3345) + chr(206 - 155) + chr(0b110000) + chr(0b110111), ord("\x08")), nzTpIcepk0o8(chr(922 - 874) + '\157' + chr(245 - 195) + '\x33' + '\x37', 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(0b110001) + chr(2115 - 2062), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b11000 + 0o32) + chr(54), 7875 - 7867), nzTpIcepk0o8(chr(146 - 98) + chr(0b1101111) + chr(50) + chr(1645 - 1591) + chr(2185 - 2135), 53038 - 53030)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(1977 - 1929) + '\157' + '\065' + chr(0b10101 + 0o33), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x9e'), chr(100) + chr(0b1100101) + '\143' + '\157' + chr(0b1100100) + chr(101))('\x75' + chr(0b1110100) + chr(102) + chr(0b101101) + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def xlbuMOOHQ5JG(bZpMR4WgIDJi, bXIYhT1TDng8, nRSX3HCpSIw0, QZqj8fCwMAhT, jetLuY9XL5_R=roI3spqORKae(ES5oEprVxulp(b'\xfd\xdf\xad\x88\x1b\x12'), chr(0b0 + 0o144) + chr(101) + chr(99) + '\x6f' + chr(0b1100100) + '\x65')(chr(117) + '\164' + '\146' + '\x2d' + chr(56)), JewFVgkSGnBd=nzTpIcepk0o8(chr(0b110000) + chr(0b1011100 + 0o23) + '\060', 27466 - 27458)):
_9ve2uheHd6a = nRSX3HCpSIw0[:nzTpIcepk0o8(chr(2060 - 2012) + '\157' + '\062', ord("\x08"))]
ccs4_ttq3osh = nRSX3HCpSIw0.LfRrQOxuDvnC(roI3spqORKae(ES5oEprVxulp(b'\xef'), chr(100) + chr(0b111111 + 0o46) + chr(0b11101 + 0o106) + '\157' + chr(100) + chr(0b100011 + 0o102))('\x75' + '\164' + chr(102) + '\x2d' + chr(56)))[nzTpIcepk0o8('\x30' + chr(0b1100000 + 0o17) + chr(150 - 101), 0b1000)]
if U6r0oy7i7bWU is None or roI3spqORKae(ES5oEprVxulp(b'\xc2\xe9\x94\xa0\x19\x11H{\xc8\xa7\xbf\t\xc0\xcaL\xc0'), chr(100) + chr(0b1011011 + 0o12) + chr(4340 - 4241) + chr(7393 - 7282) + chr(9394 - 9294) + chr(0b11101 + 0o110))(chr(0b1100111 + 0o16) + '\164' + chr(0b1010101 + 0o21) + chr(0b111 + 0o46) + '\x38') not in U6r0oy7i7bWU or (not U6r0oy7i7bWU[roI3spqORKae(ES5oEprVxulp(b'\xc2\xe9\x94\xa0\x19\x11H{\xc8\xa7\xbf\t\xc0\xcaL\xc0'), chr(0b1001010 + 0o32) + chr(101) + '\x63' + '\x6f' + '\144' + chr(0b1001110 + 0o27))(chr(0b1110101) + chr(0b1110100) + '\x66' + '\055' + chr(56))]):
return
wR5_YWECjaY7 = {B6UAF1zReOyJ: aHUqKstZLeS6.path.Y4yM9BcfTCNq(bZpMR4WgIDJi, roI3spqORKae(ES5oEprVxulp(b'\xc2\xe9\x94\xa0\x19\x11H{\xc8\xa7'), '\144' + '\x65' + '\143' + chr(8344 - 8233) + '\144' + chr(0b1010111 + 0o16))('\165' + chr(9165 - 9049) + chr(0b1100110) + chr(0b101101) + chr(56)), r7AA1pbLjb44 % (_9ve2uheHd6a, jetLuY9XL5_R)) for (B6UAF1zReOyJ, r7AA1pbLjb44) in YVS_F7_wWn_o.tcSkjcrLksk1(swy62w1o5ood[ccs4_ttq3osh])}
for (fSdw5wwLo9MO, XwFcScMajEjS) in roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b'\xc4\xef\xb3\xa2\x1d\x1dNX\xd3\xad\x8b['), chr(0b1011111 + 0o5) + chr(0b1000001 + 0o44) + '\x63' + '\x6f' + chr(0b111110 + 0o46) + chr(0b1010010 + 0o23))('\165' + chr(0b1110100) + chr(0b111000 + 0o56) + '\055' + '\070'))(wR5_YWECjaY7):
if fSdw5wwLo9MO not in QZqj8fCwMAhT or (not JewFVgkSGnBd and roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'\xca\xdf\xa9\xb0\x19.IQ\xce\xb2\xb1^'), '\x64' + chr(101) + chr(99) + '\x6f' + '\144' + chr(7986 - 7885))(chr(0b1110101) + '\164' + chr(0b1100110) + chr(1180 - 1135) + '\070'))(XwFcScMajEjS)):
continue
fSdw5wwLo9MO = nDF4gVNx0u9Q.asarray(QZqj8fCwMAhT[fSdw5wwLo9MO])
if roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xd9\xff\x93\xbc\x15\x1aHm\xc8\xbb'), chr(0b1100100) + '\x65' + chr(4208 - 4109) + chr(0b100111 + 0o110) + chr(0b111 + 0o135) + chr(0b1100101))('\165' + chr(0b10111 + 0o135) + chr(102) + chr(0b101101) + '\x38'))(roI3spqORKae(fSdw5wwLo9MO, roI3spqORKae(ES5oEprVxulp(b'\xe2\xef\xb8\xf0\x15\x1cI[\xc2\xb6\xd5&'), chr(100) + '\x65' + '\x63' + chr(111) + chr(0b11111 + 0o105) + chr(0b1100101))('\165' + chr(116) + chr(102) + chr(1611 - 1566) + '\070')), roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xd6\xe0\x8f\xa8\x03\x17Rs'), chr(0b1100100) + chr(0b1100101) + '\x63' + '\x6f' + chr(0b0 + 0o144) + '\145')(chr(0b100110 + 0o117) + '\164' + chr(0b1101 + 0o131) + chr(0b101101) + '\x38'))):
fSdw5wwLo9MO = nDF4gVNx0u9Q.asarray(fSdw5wwLo9MO, nDF4gVNx0u9Q.float32)
pB0FrLi8MYT8 = aHUqKstZLeS6.path.LfRrQOxuDvnC(aHUqKstZLeS6.path.abspath(XwFcScMajEjS))[nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(48), 8)]
if not roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'\xe8\xe4\xb0\xf8-\n~-\xd9\x8f\x9a('), chr(0b1100100) + '\x65' + chr(0b1100 + 0o127) + chr(0b110100 + 0o73) + chr(100) + '\x65')('\x75' + chr(116) + '\146' + chr(0b101101) + '\x38'))(pB0FrLi8MYT8):
roI3spqORKae(aHUqKstZLeS6, roI3spqORKae(ES5oEprVxulp(b'\xdd\xed\x8b\xac\x13\x17Ng'), chr(3406 - 3306) + chr(0b1100101) + chr(2352 - 2253) + chr(0b1101111) + chr(1098 - 998) + chr(0b1100101))(chr(5389 - 5272) + '\164' + chr(0b10100 + 0o122) + '\x2d' + chr(196 - 140)))(roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'\xd1\xee\x93\xb9\x16\nT'), chr(0b1010011 + 0o21) + chr(101) + chr(0b1100011) + '\157' + '\144' + '\145')(chr(0b1110100 + 0o1) + '\x74' + '\x66' + chr(1821 - 1776) + chr(0b101111 + 0o11)))(pB0FrLi8MYT8), nzTpIcepk0o8(chr(444 - 396) + chr(0b111 + 0o150) + chr(0b110111) + chr(0b110101) + '\x35', 0o10))
roI3spqORKae(FtNJN3RgnJYj, roI3spqORKae(ES5oEprVxulp(b'\xdd\xfb\x87\x93:\x08kG\xc8\x9f\xa8\r'), chr(100) + chr(101) + '\x63' + chr(0b1101111) + chr(0b1000011 + 0o41) + '\x65')('\x75' + chr(12816 - 12700) + '\x66' + '\055' + chr(0b111000)))(XwFcScMajEjS, fSdw5wwLo9MO) |
noahbenson/neuropythy | neuropythy/hcp/files.py | subject_filemap | def subject_filemap(sid, subject_path=None):
'''
subject_filemap(sid) yields a persistent lazy map structure that loads the relevant files as
requested for the given subject. The sid may be a subject id or the path of a subject
directory. If a subject id is given, then the subject is searched for in the known subject
paths.
The optional argument subject_path may be set to a specific path to ensure that the subject
id is only searched for in the given path.
'''
# see if sid is a subject id
if pimms.is_int(sid):
if subject_path is None: sdir = find_subject_path(sid)
else: sdir = os.path.expanduser(os.path.join(subject_path, str(sid)))
elif pimms.is_str(sid):
try: sid = os.path.expanduser(sid)
except Exception: pass
sdir = sid if os.path.isdir(sid) else find_subject_path(sid)
sid = int(sdir.split(os.sep)[-1])
else: raise ValueError('Cannot understand HCP subject ID %s' % sid)
if sdir is None:
if _auto_download_options is not None and _auto_download_options['structure'] \
and _auto_downloadable(sid):
# we didn't find it, but we have a place to put it
sdir = _auto_download_options['subjects_path']
sdir = os.path.join(sdir, str(sid))
if not os.path.isdir(sdir): os.makedirs(os.path.abspath(sdir), 0o755)
else:
raise ValueError('Could not find HCP subject %s' % sid)
ff = {'id':sid}
def _make_lambda(flnm, dat): return lambda:_load(flnm, dat)
# walk through the subject structure's filemap to make a lazy map that loads things
dats = {}
fls = {}
for (k,v) in six.iteritems(subject_structure['filemap']):
flnm = os.path.join(sdir, k.format(ff))
dat = pimms.merge(v, ff)
fls[flnm] = _make_lambda(flnm, dat)
dats[flnm] = dat
fls = pimms.lazy_map(fls)
# and the the hemispheres to make hemispheres...
def _lookup_fl(flnm):
def _f():
obj = fls[flnm]
dat = dats[flnm]
if 'cifti' in dat and dat['cifti']:
# we need to handle the cifti files by splitting them up according to atlases
(ldat,rdat) = _cifti_to_hemis(np.asarray(obj), sid)
obj = ldat if dat['hemi'][0:2] == 'lh' else rdat
obj.setflags(write=False)
return obj
return _f
hems = pyr.pmap(
{h: pyr.pmap(
{k: pimms.lazy_map({nm: _lookup_fl(fnm)
for (nm,fl) in six.iteritems(v)
for fnm in [os.path.join(sdir, fl.format(ff))]})
for (k,v) in six.iteritems(entries)})
for (h,entries) in six.iteritems(subject_structure['hemis'])})
# and the images
imgs = pimms.lazy_map({k: _lookup_fl(os.path.join(sdir, v.format(ff)))
for (k,v) in six.iteritems(subject_structure['images'])})
# and retinotopy if appropriate
for size in [32, 59]:
retsubs = _retinotopy_submap(size=size)
if retsubs is not None and sid in retsubs:
def _make_loader(sz):
rp = retinotopy_prefix if sz == 59 else lowres_retinotopy_prefix
ldr = pimms.lazy_map({0:lambda:_retinotopy_data('full', sid, size=sz)})
return pyr.pmap(
{('lh_LR%dk_MSMAll' % sz):pimms.lazy_map(
{(rp+'_polar_angle'):lambda:ldr[0]['prf_polar_angle'][0],
(rp+'_eccentricity'):lambda:ldr[0]['prf_eccentricity'][0],
(rp+'_radius'):lambda:ldr[0]['prf_radius'][0],
(rp+'_variance_explained'):lambda:ldr[0]['prf_variance_explained'][0]}),
('rh_LR%dk_MSMAll' % sz):pimms.lazy_map(
{(rp+'_polar_angle'):lambda:ldr[0]['prf_polar_angle'][1],
(rp+'_eccentricity'):lambda:ldr[0]['prf_eccentricity'][1],
(rp+'_radius'):lambda:ldr[0]['prf_radius'][1],
(rp+'_variance_explained'):lambda:ldr[0]['prf_variance_explained'][1]})})
ret = _make_loader(size)
# merge into the hemis
for h in six.iterkeys(ret):
hdat = hems[h]
prop = pimms.merge(hdat['properties'], ret[h])
hems = hems.set(h, hdat.set('properties', prop))
return pyr.pmap({'images': imgs, 'hemis': hems}) | python | def subject_filemap(sid, subject_path=None):
'''
subject_filemap(sid) yields a persistent lazy map structure that loads the relevant files as
requested for the given subject. The sid may be a subject id or the path of a subject
directory. If a subject id is given, then the subject is searched for in the known subject
paths.
The optional argument subject_path may be set to a specific path to ensure that the subject
id is only searched for in the given path.
'''
# see if sid is a subject id
if pimms.is_int(sid):
if subject_path is None: sdir = find_subject_path(sid)
else: sdir = os.path.expanduser(os.path.join(subject_path, str(sid)))
elif pimms.is_str(sid):
try: sid = os.path.expanduser(sid)
except Exception: pass
sdir = sid if os.path.isdir(sid) else find_subject_path(sid)
sid = int(sdir.split(os.sep)[-1])
else: raise ValueError('Cannot understand HCP subject ID %s' % sid)
if sdir is None:
if _auto_download_options is not None and _auto_download_options['structure'] \
and _auto_downloadable(sid):
# we didn't find it, but we have a place to put it
sdir = _auto_download_options['subjects_path']
sdir = os.path.join(sdir, str(sid))
if not os.path.isdir(sdir): os.makedirs(os.path.abspath(sdir), 0o755)
else:
raise ValueError('Could not find HCP subject %s' % sid)
ff = {'id':sid}
def _make_lambda(flnm, dat): return lambda:_load(flnm, dat)
# walk through the subject structure's filemap to make a lazy map that loads things
dats = {}
fls = {}
for (k,v) in six.iteritems(subject_structure['filemap']):
flnm = os.path.join(sdir, k.format(ff))
dat = pimms.merge(v, ff)
fls[flnm] = _make_lambda(flnm, dat)
dats[flnm] = dat
fls = pimms.lazy_map(fls)
# and the the hemispheres to make hemispheres...
def _lookup_fl(flnm):
def _f():
obj = fls[flnm]
dat = dats[flnm]
if 'cifti' in dat and dat['cifti']:
# we need to handle the cifti files by splitting them up according to atlases
(ldat,rdat) = _cifti_to_hemis(np.asarray(obj), sid)
obj = ldat if dat['hemi'][0:2] == 'lh' else rdat
obj.setflags(write=False)
return obj
return _f
hems = pyr.pmap(
{h: pyr.pmap(
{k: pimms.lazy_map({nm: _lookup_fl(fnm)
for (nm,fl) in six.iteritems(v)
for fnm in [os.path.join(sdir, fl.format(ff))]})
for (k,v) in six.iteritems(entries)})
for (h,entries) in six.iteritems(subject_structure['hemis'])})
# and the images
imgs = pimms.lazy_map({k: _lookup_fl(os.path.join(sdir, v.format(ff)))
for (k,v) in six.iteritems(subject_structure['images'])})
# and retinotopy if appropriate
for size in [32, 59]:
retsubs = _retinotopy_submap(size=size)
if retsubs is not None and sid in retsubs:
def _make_loader(sz):
rp = retinotopy_prefix if sz == 59 else lowres_retinotopy_prefix
ldr = pimms.lazy_map({0:lambda:_retinotopy_data('full', sid, size=sz)})
return pyr.pmap(
{('lh_LR%dk_MSMAll' % sz):pimms.lazy_map(
{(rp+'_polar_angle'):lambda:ldr[0]['prf_polar_angle'][0],
(rp+'_eccentricity'):lambda:ldr[0]['prf_eccentricity'][0],
(rp+'_radius'):lambda:ldr[0]['prf_radius'][0],
(rp+'_variance_explained'):lambda:ldr[0]['prf_variance_explained'][0]}),
('rh_LR%dk_MSMAll' % sz):pimms.lazy_map(
{(rp+'_polar_angle'):lambda:ldr[0]['prf_polar_angle'][1],
(rp+'_eccentricity'):lambda:ldr[0]['prf_eccentricity'][1],
(rp+'_radius'):lambda:ldr[0]['prf_radius'][1],
(rp+'_variance_explained'):lambda:ldr[0]['prf_variance_explained'][1]})})
ret = _make_loader(size)
# merge into the hemis
for h in six.iterkeys(ret):
hdat = hems[h]
prop = pimms.merge(hdat['properties'], ret[h])
hems = hems.set(h, hdat.set('properties', prop))
return pyr.pmap({'images': imgs, 'hemis': hems}) | [
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... | subject_filemap(sid) yields a persistent lazy map structure that loads the relevant files as
requested for the given subject. The sid may be a subject id or the path of a subject
directory. If a subject id is given, then the subject is searched for in the known subject
paths.
The optional argument subject_path may be set to a specific path to ensure that the subject
id is only searched for in the given path. | [
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requested for the given subject. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(0b1100011 + 0o14) + chr(0b101011 + 0o10), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\061' + '\x36' + '\x31', 0o10), nzTpIcepk0o8(chr(48) + chr(9184 - 9073) + chr(0b110001) + chr(55) + chr(0b110100), 0b1000), nzTpIcepk0o8('\060' + chr(5546 - 5435) + '\x33' + chr(1039 - 991), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + '\061' + chr(1849 - 1794) + chr(52), 8), nzTpIcepk0o8(chr(48) + '\157' + chr(1734 - 1685) + chr(0b110110), 40966 - 40958), nzTpIcepk0o8(chr(0b110000) + chr(7152 - 7041) + '\062' + chr(0b100101 + 0o15) + chr(385 - 332), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(51) + chr(52), 0b1000), nzTpIcepk0o8('\x30' + chr(7406 - 7295) + '\061' + '\061' + '\x36', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x33' + '\x35' + chr(2124 - 2071), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1000011 + 0o54) + '\062' + chr(0b101011 + 0o14) + chr(49), 24466 - 24458), nzTpIcepk0o8(chr(48) + chr(111) + '\066' + chr(0b110001 + 0o6), 0o10), nzTpIcepk0o8('\060' + chr(11815 - 11704) + chr(149 - 100) + '\066', 8), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(52) + '\066', 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(51) + chr(0b101010 + 0o10) + chr(0b10 + 0o56), 43992 - 43984), nzTpIcepk0o8(chr(48) + chr(111) + chr(50) + chr(0b110101) + '\066', ord("\x08")), nzTpIcepk0o8(chr(1274 - 1226) + '\x6f' + '\064', 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(49) + chr(0b110101) + chr(293 - 245), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b100100 + 0o113) + chr(51) + chr(117 - 65) + '\x37', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(331 - 281) + '\x31' + chr(51), ord("\x08")), nzTpIcepk0o8(chr(0b101100 + 0o4) + '\157' + chr(0b11001 + 0o32) + chr(2260 - 2208) + chr(0b10010 + 0o43), 0b1000), nzTpIcepk0o8(chr(1985 - 1937) + chr(0b1001010 + 0o45) + '\x33' + chr(0b11 + 0o55) + '\x36', 12772 - 12764), nzTpIcepk0o8(chr(48) + chr(5136 - 5025) + '\x33' + chr(0b1011 + 0o45) + chr(0b11011 + 0o33), 8), nzTpIcepk0o8(chr(48) + chr(10971 - 10860) + '\x31' + chr(0b10110 + 0o33) + chr(0b110001), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101010 + 0o5) + chr(0b110010) + chr(54) + chr(55), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + '\063' + chr(61 - 11), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b10100 + 0o133) + chr(50) + chr(54) + chr(0b10010 + 0o41), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1001001 + 0o46) + chr(1128 - 1079) + chr(0b110110) + chr(0b110101), ord("\x08")), nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(0b1101111) + chr(51) + chr(54) + chr(48), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(49) + chr(48) + '\x37', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110001) + '\x31' + '\x35', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + '\067' + chr(0b110101), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b0 + 0o157) + '\x33' + chr(909 - 859) + chr(0b11011 + 0o30), 0o10), nzTpIcepk0o8(chr(2254 - 2206) + '\157' + '\062' + '\065' + chr(0b110011), 0b1000), nzTpIcepk0o8('\x30' + chr(4244 - 4133) + '\062' + chr(0b110011) + chr(2012 - 1960), 0b1000), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(111) + '\061' + chr(0b110101) + '\066', 0b1000), nzTpIcepk0o8(chr(473 - 425) + '\x6f' + chr(0b100011 + 0o22) + chr(1575 - 1527), 0b1000), nzTpIcepk0o8(chr(48) + chr(7860 - 7749) + chr(78 - 28) + chr(0b11 + 0o60) + chr(794 - 745), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\063' + '\066' + chr(0b111 + 0o53), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1100101 + 0o12) + '\x33' + chr(54) + chr(0b10101 + 0o33), 8)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b1100 + 0o51) + chr(0b110000), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'-'), '\x64' + chr(101) + chr(0b1100011) + chr(111) + chr(100) + chr(2581 - 2480))('\165' + chr(0b110 + 0o156) + chr(4082 - 3980) + '\x2d' + chr(1411 - 1355)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def _Ng1QDm8hUR1(bXIYhT1TDng8, vgSRAHTVZEaj=None):
if roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'j\x02#q\x12z'), chr(100) + chr(0b1001 + 0o134) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b11101 + 0o110))(chr(0b1110101) + '\x74' + chr(102) + chr(259 - 214) + chr(56)))(bXIYhT1TDng8):
if vgSRAHTVZEaj is None:
bZpMR4WgIDJi = JL8UueCvh2T8(bXIYhT1TDng8)
else:
bZpMR4WgIDJi = aHUqKstZLeS6.path.expanduser(aHUqKstZLeS6.path.Y4yM9BcfTCNq(vgSRAHTVZEaj, N9zlRy29S1SS(bXIYhT1TDng8)))
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'j\x02#k\x08|'), '\x64' + chr(101) + chr(0b1011001 + 0o12) + chr(111) + chr(100) + chr(0b110101 + 0o60))(chr(6793 - 6676) + chr(0b100110 + 0o116) + chr(102) + '\x2d' + chr(56)))(bXIYhT1TDng8):
try:
bXIYhT1TDng8 = aHUqKstZLeS6.path.expanduser(bXIYhT1TDng8)
except zfo2Sgkz3IVJ:
pass
bZpMR4WgIDJi = bXIYhT1TDng8 if aHUqKstZLeS6.path.XhP1ZtB9aQzB(bXIYhT1TDng8) else JL8UueCvh2T8(bXIYhT1TDng8)
bXIYhT1TDng8 = nzTpIcepk0o8(bZpMR4WgIDJi.LfRrQOxuDvnC(aHUqKstZLeS6.EAvVzGIvS3lY)[-nzTpIcepk0o8(chr(1235 - 1187) + '\157' + chr(49), ord("\x08"))])
else:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'@\x10\x12v\x13z\xb5i \x89\xdcE}R\xb1\xc0`H\xaf\xc8\xb5\xe6\xb5<\xd5p\xd6\x16\x84g\x04y\xf3\x8e\xef'), chr(100) + chr(101) + '\143' + chr(0b1110 + 0o141) + chr(3116 - 3016) + '\x65')(chr(0b1110101) + '\x74' + chr(6456 - 6354) + '\x2d' + chr(998 - 942)) % bXIYhT1TDng8)
if bZpMR4WgIDJi is None:
if U6r0oy7i7bWU is not None and U6r0oy7i7bWU[roI3spqORKae(ES5oEprVxulp(b'p\x05\x0em\x1fz\xe0n+'), chr(0b1100100) + chr(8442 - 8341) + '\143' + chr(1947 - 1836) + chr(100) + '\x65')('\165' + '\x74' + '\x66' + chr(45) + chr(0b10001 + 0o47))] and NFdSmvja8ZpB(bXIYhT1TDng8):
bZpMR4WgIDJi = U6r0oy7i7bWU[roI3spqORKae(ES5oEprVxulp(b'p\x04\x1er\x19m\xe1o\x11\x9d\xd8Cf'), '\x64' + '\x65' + '\143' + chr(0b101000 + 0o107) + '\144' + '\x65')('\x75' + '\x74' + '\x66' + '\055' + chr(0b100101 + 0o23))]
bZpMR4WgIDJi = aHUqKstZLeS6.path.Y4yM9BcfTCNq(bZpMR4WgIDJi, N9zlRy29S1SS(bXIYhT1TDng8))
if not roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'[\x19,)&z\xd7%/\xbc\xc3u'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(0b100110 + 0o111) + chr(0b1100100) + '\145')(chr(0b1000011 + 0o62) + chr(0b1001011 + 0o51) + chr(0b101111 + 0o67) + chr(1419 - 1374) + '\x38'))(bZpMR4WgIDJi):
roI3spqORKae(aHUqKstZLeS6, roI3spqORKae(ES5oEprVxulp(b'n\x10\x17}\x18g\xe7o'), chr(1669 - 1569) + '\x65' + chr(99) + chr(0b1001100 + 0o43) + chr(0b1001110 + 0o26) + chr(101))('\x75' + chr(0b1011100 + 0o30) + chr(4523 - 4421) + chr(0b100101 + 0o10) + chr(56)))(roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'b\x13\x0fh\x1dz\xfd'), chr(0b1100100) + chr(0b1100101) + chr(1552 - 1453) + chr(0b1101111) + '\x64' + '\145')('\x75' + chr(899 - 783) + chr(2082 - 1980) + '\x2d' + chr(2005 - 1949)))(bZpMR4WgIDJi), nzTpIcepk0o8('\x30' + chr(111) + '\067' + '\065' + '\065', ord("\x08")))
else:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'@\x1e\tt\x18.\xfbs:\xcd\xdf^`B\xf0\xe6G8\xc7\xf8\x90\xa4\xac,\xd4n\x93P\x83'), chr(100) + '\x65' + '\x63' + '\157' + '\144' + '\x65')(chr(117) + '\164' + chr(0b1001010 + 0o34) + '\x2d' + chr(56)) % bXIYhT1TDng8)
ocwSuuo6Mk0z = {roI3spqORKae(ES5oEprVxulp(b'j\x15'), '\x64' + '\x65' + chr(0b100101 + 0o76) + chr(10941 - 10830) + chr(0b1100100) + chr(101))('\x75' + chr(0b11010 + 0o132) + chr(7175 - 7073) + chr(0b11100 + 0o21) + chr(399 - 343)): bXIYhT1TDng8}
def csa5oNZ6vbpl(bfhbSh5_xEIs, LMcCiF4czwpp):
return lambda : VMBmLBsAADwH(bfhbSh5_xEIs, LMcCiF4czwpp)
_SFnnTTit29h = {}
qc8Ok22ykVfF = {}
for (B6UAF1zReOyJ, r7AA1pbLjb44) in roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b'w\x12/s\x16m\xe7P%\x9e\xd2\x06'), '\x64' + '\x65' + '\143' + chr(111) + '\144' + chr(5911 - 5810))(chr(117) + '\x74' + chr(102) + chr(45) + chr(2392 - 2336)))(dzWn6UcfJ4SF[roI3spqORKae(ES5oEprVxulp(b'e\x18\x10}\x11o\xe5'), chr(0b110110 + 0o56) + '\x65' + chr(99) + chr(0b1001010 + 0o45) + chr(0b1100100) + chr(101))('\x75' + '\x74' + '\x66' + chr(0b101101) + '\x38')]):
bfhbSh5_xEIs = aHUqKstZLeS6.path.Y4yM9BcfTCNq(bZpMR4WgIDJi, B6UAF1zReOyJ.q33KG3foQ_CJ(ocwSuuo6Mk0z))
LMcCiF4czwpp = zAgo8354IlJ7.merge(r7AA1pbLjb44, ocwSuuo6Mk0z)
qc8Ok22ykVfF[bfhbSh5_xEIs] = csa5oNZ6vbpl(bfhbSh5_xEIs, LMcCiF4czwpp)
_SFnnTTit29h[bfhbSh5_xEIs] = LMcCiF4czwpp
qc8Ok22ykVfF = zAgo8354IlJ7.lazy_map(qc8Ok22ykVfF)
def TxlWCK5j9Jv7(bfhbSh5_xEIs):
def v1Xlc_OOZTFh():
kIMfkyypPTcC = qc8Ok22ykVfF[bfhbSh5_xEIs]
LMcCiF4czwpp = _SFnnTTit29h[bfhbSh5_xEIs]
if roI3spqORKae(ES5oEprVxulp(b'`\x18\x1al\x15'), chr(0b1100100) + '\x65' + chr(99) + chr(0b1101111) + chr(0b1001010 + 0o32) + chr(7539 - 7438))('\165' + chr(7249 - 7133) + chr(5549 - 5447) + chr(0b11 + 0o52) + '\x38') in LMcCiF4czwpp and LMcCiF4czwpp[roI3spqORKae(ES5oEprVxulp(b'`\x18\x1al\x15'), '\144' + chr(0b1100101) + chr(8578 - 8479) + '\x6f' + chr(0b111 + 0o135) + chr(0b1000011 + 0o42))(chr(0b101 + 0o160) + '\164' + '\x66' + chr(0b101101) + '\070')]:
(j1jWumPavT3f, P1XDPYIBf5hd) = iZCf7lg6uZah(nDF4gVNx0u9Q.asarray(kIMfkyypPTcC), bXIYhT1TDng8)
kIMfkyypPTcC = j1jWumPavT3f if LMcCiF4czwpp[roI3spqORKae(ES5oEprVxulp(b'k\x14\x11q'), chr(0b1100100) + chr(0b1011110 + 0o7) + '\x63' + chr(0b1101111) + chr(0b101100 + 0o70) + chr(0b1100101))('\165' + chr(0b101011 + 0o111) + '\x66' + '\055' + '\x38')][nzTpIcepk0o8(chr(48) + chr(111) + '\x30', 0b1000):nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x32', 0o10)] == roI3spqORKae(ES5oEprVxulp(b'o\x19'), '\144' + chr(9799 - 9698) + chr(0b1100011) + chr(0b1000 + 0o147) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(2134 - 2018) + chr(102) + chr(0b101101) + chr(56)) else P1XDPYIBf5hd
roI3spqORKae(kIMfkyypPTcC, roI3spqORKae(ES5oEprVxulp(b'p\x14\x08~\x10o\xf2o'), '\x64' + chr(0b1100101) + '\143' + '\157' + chr(9894 - 9794) + '\145')(chr(0b1110101) + chr(116) + chr(0b1011000 + 0o16) + chr(0b101101) + '\070'))(write=nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(0b11000 + 0o127) + chr(0b100111 + 0o11), 8))
return kIMfkyypPTcC
return v1Xlc_OOZTFh
IPe_O0dU0nDU = hFt7yOCw4gV2.pmap({_9ve2uheHd6a: hFt7yOCw4gV2.pmap({B6UAF1zReOyJ: zAgo8354IlJ7.lazy_map({p06CG6wGLjN1: TxlWCK5j9Jv7(bTRPjBR7GViM) for (p06CG6wGLjN1, XwFcScMajEjS) in YVS_F7_wWn_o.tcSkjcrLksk1(r7AA1pbLjb44) for bTRPjBR7GViM in [aHUqKstZLeS6.path.Y4yM9BcfTCNq(bZpMR4WgIDJi, XwFcScMajEjS.q33KG3foQ_CJ(ocwSuuo6Mk0z))]}) for (B6UAF1zReOyJ, r7AA1pbLjb44) in YVS_F7_wWn_o.tcSkjcrLksk1(iFLfP3Ro3ZHs)}) for (_9ve2uheHd6a, iFLfP3Ro3ZHs) in YVS_F7_wWn_o.tcSkjcrLksk1(dzWn6UcfJ4SF[roI3spqORKae(ES5oEprVxulp(b'k\x14\x11q\x0f'), '\144' + chr(10190 - 10089) + '\143' + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(116) + chr(5561 - 5459) + chr(0b100010 + 0o13) + '\070')])})
z6tQIvbu8EJy = zAgo8354IlJ7.lazy_map({B6UAF1zReOyJ: TxlWCK5j9Jv7(aHUqKstZLeS6.path.Y4yM9BcfTCNq(bZpMR4WgIDJi, r7AA1pbLjb44.q33KG3foQ_CJ(ocwSuuo6Mk0z))) for (B6UAF1zReOyJ, r7AA1pbLjb44) in YVS_F7_wWn_o.tcSkjcrLksk1(dzWn6UcfJ4SF[roI3spqORKae(ES5oEprVxulp(b'j\x1c\x1d\x7f\x19}'), chr(0b111101 + 0o47) + chr(101) + chr(0b1100011) + chr(111) + '\144' + chr(101))(chr(0b100110 + 0o117) + chr(0b1000001 + 0o63) + chr(0b1100110) + chr(0b101000 + 0o5) + chr(0b1100 + 0o54))])})
for e1HrJaQHACnl in [nzTpIcepk0o8(chr(0b11111 + 0o21) + '\157' + '\x34' + chr(0b100101 + 0o13), 0o10), nzTpIcepk0o8(chr(936 - 888) + '\x6f' + '\x37' + '\x33', ord("\x08"))]:
nIYPnkiyGhId = TnMsfmDnVD5L(size=e1HrJaQHACnl)
if nIYPnkiyGhId is not None and bXIYhT1TDng8 in nIYPnkiyGhId:
def Nmpwf3eA6zZn(G4U5vqz_1g79):
VIodgqKJmL3O = LSaFuU45OCk5 if G4U5vqz_1g79 == nzTpIcepk0o8(chr(895 - 847) + chr(3368 - 3257) + chr(0b110111) + '\x33', 8) else CoTYU1hSzrBj
K0CY7nqYWsRI = zAgo8354IlJ7.lazy_map({nzTpIcepk0o8('\060' + chr(111) + '\x30', 8): lambda : ltXZMs22WwFP(roI3spqORKae(ES5oEprVxulp(b'e\x04\x10t'), '\144' + chr(101) + chr(7725 - 7626) + '\157' + chr(100) + chr(4179 - 4078))('\x75' + chr(0b100100 + 0o120) + chr(0b1100110) + chr(45) + '\070'), bXIYhT1TDng8, size=G4U5vqz_1g79)})
return roI3spqORKae(hFt7yOCw4gV2, roI3spqORKae(ES5oEprVxulp(b's\x1c\x1dh'), chr(8567 - 8467) + chr(0b1011110 + 0o7) + chr(0b101010 + 0o71) + chr(0b1101111) + '\x64' + chr(8854 - 8753))(chr(117) + chr(0b110101 + 0o77) + '\146' + chr(0b101101) + '\070'))({roI3spqORKae(ES5oEprVxulp(b'o\x19#T.+\xf1w\x11\xa0\xeazOJ\xbc'), chr(9482 - 9382) + '\x65' + chr(0b1010110 + 0o15) + chr(111) + chr(100) + '\145')('\165' + chr(0b101001 + 0o113) + chr(6947 - 6845) + chr(0b101101) + chr(2585 - 2529)) % G4U5vqz_1g79: roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'o\x10\x06a#c\xf4l'), '\x64' + chr(0b1100101) + '\x63' + chr(111) + chr(3020 - 2920) + chr(0b1100101))(chr(0b11101 + 0o130) + '\x74' + '\x66' + chr(0b11000 + 0o25) + '\x38'))({VIodgqKJmL3O + roI3spqORKae(ES5oEprVxulp(b'\\\x01\x13t\x1d|\xca} \x8a\xd5R'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(0b1001101 + 0o42) + '\144' + chr(0b1100101))(chr(10851 - 10734) + chr(0b1110010 + 0o2) + chr(4614 - 4512) + '\x2d' + '\070'): lambda : K0CY7nqYWsRI[nzTpIcepk0o8(chr(0b11101 + 0o23) + '\x6f' + chr(1865 - 1817), 8)][roI3spqORKae(ES5oEprVxulp(b's\x03\x1aG\x0ca\xf9}<\xb2\xd8YiJ\xb5'), chr(100) + '\145' + chr(378 - 279) + chr(9916 - 9805) + chr(624 - 524) + chr(0b1101 + 0o130))(chr(0b1100111 + 0o16) + '\164' + chr(0b1100110) + '\055' + chr(0b111000))][nzTpIcepk0o8(chr(413 - 365) + chr(111) + chr(0b110000), 8)], VIodgqKJmL3O + roI3spqORKae(ES5oEprVxulp(b"\\\x14\x1f{\x19`\xe1n'\x8e\xd0Cw"), chr(2492 - 2392) + chr(0b1100101) + '\143' + chr(111) + chr(100) + '\x65')(chr(0b1110101) + '\x74' + chr(0b11100 + 0o112) + chr(0b101101) + chr(0b111000)): lambda : K0CY7nqYWsRI[nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b100100 + 0o14), 8)][roI3spqORKae(ES5oEprVxulp(b's\x03\x1aG\x19m\xf6y \x99\xcb^mO\xa4\xd7'), chr(0b1000101 + 0o37) + '\x65' + '\x63' + chr(2998 - 2887) + chr(0b1101 + 0o127) + chr(0b110011 + 0o62))(chr(0b1110101) + chr(5641 - 5525) + chr(0b1100110) + chr(1952 - 1907) + '\x38')][nzTpIcepk0o8(chr(0b11011 + 0o25) + '\x6f' + chr(0b101111 + 0o1), 8)], VIodgqKJmL3O + roI3spqORKae(ES5oEprVxulp(b'\\\x03\x1d|\x15{\xe6'), '\144' + '\145' + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(5853 - 5736) + chr(0b1110100) + '\146' + '\x2d' + '\x38'): lambda : K0CY7nqYWsRI[nzTpIcepk0o8(chr(0b110000) + chr(2285 - 2174) + chr(48), 8)][roI3spqORKae(ES5oEprVxulp(b's\x03\x1aG\x0eo\xf1u;\x9e'), '\x64' + chr(0b11 + 0o142) + chr(0b1100011) + chr(0b10110 + 0o131) + chr(100) + chr(0b1100101))('\x75' + '\164' + chr(0b1100110) + chr(0b101011 + 0o2) + chr(1136 - 1080))][nzTpIcepk0o8(chr(1927 - 1879) + '\157' + chr(48), 8)], VIodgqKJmL3O + roI3spqORKae(ES5oEprVxulp(b'\\\x07\x1dj\x15o\xfb\x7f+\xb2\xdcO~J\xb1\xc7j\r\x83'), chr(1610 - 1510) + chr(0b1100101) + chr(5919 - 5820) + chr(0b100 + 0o153) + chr(100) + chr(0b1010 + 0o133))(chr(12924 - 12807) + chr(5910 - 5794) + '\x66' + chr(0b101101) + '\x38'): lambda : K0CY7nqYWsRI[nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1862 - 1814), 8)][roI3spqORKae(ES5oEprVxulp(b's\x03\x1aG\no\xe7u/\x83\xdaRQC\xa8\xdeh\t\x8e\xe5\x80\xa2'), chr(2476 - 2376) + '\145' + chr(99) + chr(11457 - 11346) + chr(7834 - 7734) + chr(101))(chr(8852 - 8735) + chr(0b1100110 + 0o16) + '\x66' + '\x2d' + '\070')][nzTpIcepk0o8('\x30' + '\157' + chr(0b110000), 8)]}), roI3spqORKae(ES5oEprVxulp(b'q\x19#T.+\xf1w\x11\xa0\xeazOJ\xbc'), chr(0b1100100) + chr(0b101011 + 0o72) + chr(4830 - 4731) + chr(0b1001001 + 0o46) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + chr(0b10101 + 0o121) + chr(1045 - 1000) + chr(0b111000)) % G4U5vqz_1g79: roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'o\x10\x06a#c\xf4l'), '\144' + '\x65' + '\x63' + chr(4514 - 4403) + chr(0b1001010 + 0o32) + chr(101))('\x75' + chr(0b1101011 + 0o11) + chr(10291 - 10189) + chr(0b100111 + 0o6) + chr(0b10110 + 0o42)))({VIodgqKJmL3O + roI3spqORKae(ES5oEprVxulp(b'\\\x01\x13t\x1d|\xca} \x8a\xd5R'), '\x64' + chr(0b1100101) + chr(0b1100011) + '\x6f' + '\x64' + chr(101))(chr(0b1100100 + 0o21) + '\164' + chr(1165 - 1063) + chr(0b101101) + '\x38'): lambda : K0CY7nqYWsRI[nzTpIcepk0o8(chr(0b110000) + chr(0b111101 + 0o62) + '\x30', 8)][roI3spqORKae(ES5oEprVxulp(b's\x03\x1aG\x0ca\xf9}<\xb2\xd8YiJ\xb5'), chr(0b1100001 + 0o3) + '\x65' + '\143' + chr(0b1101111) + chr(0b1100100) + '\145')('\165' + chr(0b1110100) + chr(0b10110 + 0o120) + '\055' + chr(0b111000))][nzTpIcepk0o8('\x30' + chr(11346 - 11235) + chr(669 - 620), 8)], VIodgqKJmL3O + roI3spqORKae(ES5oEprVxulp(b"\\\x14\x1f{\x19`\xe1n'\x8e\xd0Cw"), chr(0b110001 + 0o63) + chr(0b1010110 + 0o17) + chr(0b1100011) + chr(6117 - 6006) + chr(8845 - 8745) + chr(7869 - 7768))(chr(0b1110101) + chr(0b1101 + 0o147) + chr(0b1100110) + chr(0b101101) + chr(0b1111 + 0o51)): lambda : K0CY7nqYWsRI[nzTpIcepk0o8(chr(2117 - 2069) + chr(2292 - 2181) + chr(126 - 78), 8)][roI3spqORKae(ES5oEprVxulp(b's\x03\x1aG\x19m\xf6y \x99\xcb^mO\xa4\xd7'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(0b10101 + 0o120))('\165' + '\164' + chr(0b11011 + 0o113) + chr(931 - 886) + chr(370 - 314))][nzTpIcepk0o8('\060' + '\157' + chr(49), 8)], VIodgqKJmL3O + roI3spqORKae(ES5oEprVxulp(b'\\\x03\x1d|\x15{\xe6'), '\144' + chr(0b1001100 + 0o31) + chr(0b1100011) + '\x6f' + chr(4477 - 4377) + chr(0b1101 + 0o130))('\x75' + chr(0b1011110 + 0o26) + '\x66' + chr(880 - 835) + chr(1531 - 1475)): lambda : K0CY7nqYWsRI[nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(48), 8)][roI3spqORKae(ES5oEprVxulp(b's\x03\x1aG\x0eo\xf1u;\x9e'), chr(100) + chr(0b1100101) + chr(99) + chr(4074 - 3963) + chr(0b11111 + 0o105) + chr(0b1010111 + 0o16))(chr(0b110011 + 0o102) + chr(0b10110 + 0o136) + chr(0b1100110) + chr(0b101101) + chr(0b111000))][nzTpIcepk0o8(chr(48) + '\x6f' + chr(49), 8)], VIodgqKJmL3O + roI3spqORKae(ES5oEprVxulp(b'\\\x07\x1dj\x15o\xfb\x7f+\xb2\xdcO~J\xb1\xc7j\r\x83'), '\x64' + '\145' + '\x63' + '\x6f' + chr(100) + chr(5225 - 5124))(chr(8095 - 7978) + chr(0b1110100) + chr(7037 - 6935) + chr(45) + chr(464 - 408)): lambda : K0CY7nqYWsRI[nzTpIcepk0o8(chr(580 - 532) + '\157' + '\060', 8)][roI3spqORKae(ES5oEprVxulp(b's\x03\x1aG\no\xe7u/\x83\xdaRQC\xa8\xdeh\t\x8e\xe5\x80\xa2'), chr(0b10011 + 0o121) + chr(8509 - 8408) + chr(99) + chr(111) + '\144' + '\145')(chr(0b1101000 + 0o15) + chr(116) + chr(0b1100110) + '\x2d' + chr(56))][nzTpIcepk0o8(chr(48) + '\157' + '\061', 8)]})})
PvvMx4JvMX6J = Nmpwf3eA6zZn(e1HrJaQHACnl)
for _9ve2uheHd6a in roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b'j\x05\x19j\x17k\xeco'), '\x64' + chr(101) + chr(811 - 712) + chr(111) + chr(1621 - 1521) + chr(0b1100101))('\x75' + '\x74' + chr(0b1100110) + chr(0b11110 + 0o17) + '\x38'))(PvvMx4JvMX6J):
QyJxzNjhjmLG = IPe_O0dU0nDU[_9ve2uheHd6a]
RvoBw1HupUDa = zAgo8354IlJ7.merge(QyJxzNjhjmLG[roI3spqORKae(ES5oEprVxulp(b's\x03\x13h\x19|\xe1u+\x9e'), '\144' + '\x65' + chr(0b1100011) + chr(111) + chr(0b10000 + 0o124) + '\145')(chr(0b1110101) + '\164' + chr(102) + chr(1097 - 1052) + chr(56))], PvvMx4JvMX6J[_9ve2uheHd6a])
IPe_O0dU0nDU = IPe_O0dU0nDU.Bvi71nNyvlqO(_9ve2uheHd6a, QyJxzNjhjmLG.Bvi71nNyvlqO(roI3spqORKae(ES5oEprVxulp(b's\x03\x13h\x19|\xe1u+\x9e'), '\x64' + chr(0b1100101) + '\143' + '\x6f' + '\144' + chr(0b1100101))(chr(117) + '\x74' + chr(1295 - 1193) + chr(0b101101) + '\070'), RvoBw1HupUDa))
return roI3spqORKae(hFt7yOCw4gV2, roI3spqORKae(ES5oEprVxulp(b's\x1c\x1dh'), '\x64' + '\x65' + chr(8811 - 8712) + chr(111) + chr(0b100010 + 0o102) + chr(0b1011001 + 0o14))(chr(12695 - 12578) + chr(9919 - 9803) + '\x66' + chr(0b10 + 0o53) + chr(2993 - 2937)))({roI3spqORKae(ES5oEprVxulp(b'j\x1c\x1d\x7f\x19}'), '\x64' + chr(0b1100101) + chr(0b0 + 0o143) + chr(111) + chr(0b1100100) + '\145')('\x75' + chr(116) + chr(0b1100110) + '\055' + chr(0b111000)): z6tQIvbu8EJy, roI3spqORKae(ES5oEprVxulp(b'k\x14\x11q\x0f'), chr(0b1000100 + 0o40) + '\x65' + chr(0b11110 + 0o105) + chr(111) + '\144' + chr(101))(chr(0b1110101) + chr(9423 - 9307) + chr(0b1100110) + chr(45) + '\070'): IPe_O0dU0nDU}) |
noahbenson/neuropythy | neuropythy/commands/register_retinotopy.py | calc_arguments | def calc_arguments(args):
'''
calc_arguments is a calculator that parses the command-line arguments for the registration
command and produces the subject, the model, the log function, and the additional options.
'''
(args, opts) = _retinotopy_parser(args)
# We do some of the options right here...
if opts['help']:
print(info, file=sys.stdout)
sys.exit(1)
# and if we are verbose, lets setup a note function
verbose = opts['verbose']
def note(s):
if verbose:
print(s, file=sys.stdout)
sys.stdout.flush()
return verbose
def error(s):
print(s, file=sys.stderr)
sys.stderr.flush()
sys.exit(1)
if len(args) < 1: error('subject argument is required')
# Add the subjects directory, if there is one
if 'subjects_dir' in opts and opts['subjects_dir'] is not None:
add_subject_path(opts['subjects_dir'])
# Get the subject now
try: sub = subject(args[0])
except Exception: error('Failed to load subject %s' % args[0])
# and the model
if len(args) > 1: mdl_name = args[1]
elif opts['model_sym']: mdl_name = 'schira'
else: mdl_name = 'benson17'
try:
if opts['model_sym']:
model = {h:retinotopy_model(mdl_name).persist() for h in ['lh', 'rh']}
else:
model = {h:retinotopy_model(mdl_name, hemi=h).persist() for h in ['lh', 'rh']}
except Exception: error('Could not load retinotopy model %s' % mdl_name)
# Now, we want to run a few filters on the options
# Parse the simple numbers
for o in ['weight_min', 'scale', 'max_step_size', 'max_out_eccen',
'max_in_eccen', 'min_in_eccen', 'field_sign_weight', 'radius_weight']:
opts[o] = float(opts[o])
opts['max_steps'] = int(opts['max_steps'])
# Make a note:
note('Processing subject: %s' % sub.name)
del opts['help']
del opts['verbose']
del opts['subjects_dir']
# That's all we need!
return pimms.merge(opts,
{'subject': sub.persist(),
'model': pyr.pmap(model),
'options': pyr.pmap(opts),
'note': note,
'error': error}) | python | def calc_arguments(args):
'''
calc_arguments is a calculator that parses the command-line arguments for the registration
command and produces the subject, the model, the log function, and the additional options.
'''
(args, opts) = _retinotopy_parser(args)
# We do some of the options right here...
if opts['help']:
print(info, file=sys.stdout)
sys.exit(1)
# and if we are verbose, lets setup a note function
verbose = opts['verbose']
def note(s):
if verbose:
print(s, file=sys.stdout)
sys.stdout.flush()
return verbose
def error(s):
print(s, file=sys.stderr)
sys.stderr.flush()
sys.exit(1)
if len(args) < 1: error('subject argument is required')
# Add the subjects directory, if there is one
if 'subjects_dir' in opts and opts['subjects_dir'] is not None:
add_subject_path(opts['subjects_dir'])
# Get the subject now
try: sub = subject(args[0])
except Exception: error('Failed to load subject %s' % args[0])
# and the model
if len(args) > 1: mdl_name = args[1]
elif opts['model_sym']: mdl_name = 'schira'
else: mdl_name = 'benson17'
try:
if opts['model_sym']:
model = {h:retinotopy_model(mdl_name).persist() for h in ['lh', 'rh']}
else:
model = {h:retinotopy_model(mdl_name, hemi=h).persist() for h in ['lh', 'rh']}
except Exception: error('Could not load retinotopy model %s' % mdl_name)
# Now, we want to run a few filters on the options
# Parse the simple numbers
for o in ['weight_min', 'scale', 'max_step_size', 'max_out_eccen',
'max_in_eccen', 'min_in_eccen', 'field_sign_weight', 'radius_weight']:
opts[o] = float(opts[o])
opts['max_steps'] = int(opts['max_steps'])
# Make a note:
note('Processing subject: %s' % sub.name)
del opts['help']
del opts['verbose']
del opts['subjects_dir']
# That's all we need!
return pimms.merge(opts,
{'subject': sub.persist(),
'model': pyr.pmap(model),
'options': pyr.pmap(opts),
'note': note,
'error': error}) | [
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command and produces the subject model and log function. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + '\157' + chr(51) + chr(54) + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(8140 - 8029) + '\063' + chr(51) + chr(0b101010 + 0o10), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + '\x31' + '\064' + '\x32', ord("\x08")), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(111) + chr(1675 - 1625) + chr(1214 - 1163) + '\067', 72 - 64), nzTpIcepk0o8('\x30' + '\x6f' + chr(51) + chr(0b101110 + 0o6) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(2203 - 2155) + chr(0b1101111) + chr(2385 - 2335) + chr(54) + chr(0b110010), 0o10), nzTpIcepk0o8('\060' + '\157' + chr(1137 - 1086) + chr(0b100010 + 0o21) + chr(50), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\062' + '\x36', ord("\x08")), nzTpIcepk0o8(chr(261 - 213) + chr(0b1100000 + 0o17) + '\061' + '\060' + chr(0b10 + 0o63), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b110111 + 0o70) + chr(49) + chr(48) + '\x32', 0b1000), nzTpIcepk0o8('\060' + chr(5939 - 5828) + '\063' + '\x34' + chr(0b1110 + 0o45), 44659 - 44651), nzTpIcepk0o8(chr(48) + chr(111) + chr(584 - 533) + chr(0b110101) + chr(55), 0b1000), nzTpIcepk0o8('\060' + chr(0b100011 + 0o114) + '\x31' + chr(0b110011) + chr(0b110000), 0o10), nzTpIcepk0o8(chr(0b1101 + 0o43) + '\x6f' + '\x31' + chr(0b101100 + 0o4) + chr(0b110011), 29134 - 29126), nzTpIcepk0o8(chr(390 - 342) + chr(0b1101111) + '\063' + '\x34' + chr(53), 0b1000), nzTpIcepk0o8('\060' + chr(1964 - 1853) + chr(0b1100 + 0o45) + chr(2270 - 2218), 51117 - 51109), nzTpIcepk0o8(chr(0b11010 + 0o26) + '\x6f' + chr(50) + '\064' + '\062', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(238 - 185) + '\x34', 14997 - 14989), nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(9959 - 9848) + '\061' + '\064' + '\064', 0b1000), nzTpIcepk0o8('\060' + chr(4725 - 4614) + chr(1811 - 1762) + chr(2360 - 2307) + '\063', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(5576 - 5465) + chr(0b110001) + chr(238 - 185) + '\067', 25337 - 25329), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b1000 + 0o51) + chr(1244 - 1195) + chr(0b110010), 0o10), nzTpIcepk0o8(chr(2053 - 2005) + chr(111) + chr(51) + chr(0b101000 + 0o10) + '\065', ord("\x08")), nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(0b1101111) + chr(0b110001) + chr(49) + chr(1232 - 1181), ord("\x08")), nzTpIcepk0o8('\x30' + chr(397 - 286) + '\x31' + chr(0b11110 + 0o22) + chr(54), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(49) + chr(0b11001 + 0o30) + '\x35', 0o10), nzTpIcepk0o8(chr(456 - 408) + chr(0b1101111) + chr(340 - 291) + chr(55) + '\x33', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b110011 + 0o74) + chr(50) + chr(0b110110) + '\063', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(11713 - 11602) + chr(2335 - 2285) + chr(176 - 127) + chr(1315 - 1266), 0b1000), nzTpIcepk0o8(chr(115 - 67) + '\x6f' + '\063' + chr(0b101000 + 0o16) + chr(145 - 90), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(48), 0b1000), nzTpIcepk0o8(chr(325 - 277) + chr(111) + '\x32' + chr(888 - 840) + chr(739 - 685), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(8151 - 8040) + '\061' + chr(2187 - 2138) + chr(0b100001 + 0o21), 8), nzTpIcepk0o8(chr(0b110000) + chr(2475 - 2364) + chr(50) + '\060' + chr(0b101 + 0o56), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(49) + '\063' + '\x33', 32649 - 32641), nzTpIcepk0o8(chr(0b110000) + chr(0b1100110 + 0o11) + chr(0b110000 + 0o1) + '\067' + chr(2168 - 2115), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\x31' + chr(0b1011 + 0o47) + chr(0b100111 + 0o17), 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(51) + chr(0b1101 + 0o50) + chr(0b110001), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\061' + chr(53) + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(863 - 815) + '\157' + chr(50) + '\x34' + chr(53), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(4198 - 4087) + '\x35' + '\x30', 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xdf'), '\x64' + chr(0b1011100 + 0o11) + '\x63' + chr(111) + chr(0b1001101 + 0o27) + chr(418 - 317))('\x75' + chr(10994 - 10878) + chr(0b1001 + 0o135) + chr(0b101101) + chr(0b110 + 0o62)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def TGetpyLq7ZEa(eemPYp2vtTSr):
(eemPYp2vtTSr, M8wfvmpEewAe) = B6ZyCWpQTN3b(eemPYp2vtTSr)
if M8wfvmpEewAe[roI3spqORKae(ES5oEprVxulp(b'\x99\xbf\x0e\xef'), chr(100) + '\x65' + '\143' + '\x6f' + chr(100) + chr(101))(chr(117) + chr(116) + chr(0b1100110) + chr(45) + '\070')]:
v8jsMqaYV6U2(ixNx9Lw_1grO, file=roI3spqORKae(bpyfpu4kTbwL, roI3spqORKae(ES5oEprVxulp(b'\xb4\xee\x16\xfa\xac\xe6\xe9O\x0f\x0b\x80\xa7'), chr(100) + chr(101) + chr(1514 - 1415) + chr(0b110111 + 0o70) + '\144' + chr(0b110110 + 0o57))(chr(0b110100 + 0o101) + '\x74' + chr(3746 - 3644) + chr(329 - 284) + chr(0b111000))))
roI3spqORKae(bpyfpu4kTbwL, roI3spqORKae(ES5oEprVxulp(b"\xab\xaf\x10\xf5\x84\xe7\x96'61\xa2\xd7"), '\144' + chr(0b101110 + 0o67) + chr(5877 - 5778) + chr(0b110101 + 0o72) + '\x64' + '\145')('\x75' + '\x74' + chr(4999 - 4897) + chr(0b101101) + chr(0b1111 + 0o51)))(nzTpIcepk0o8('\060' + chr(111) + chr(49), 0b1000))
TseISVdPlfdM = M8wfvmpEewAe[roI3spqORKae(ES5oEprVxulp(b'\x87\xbf\x10\xfd\x88\xc1\xbf'), chr(0b111 + 0o135) + chr(8391 - 8290) + chr(99) + '\x6f' + '\x64' + chr(1013 - 912))(chr(0b1110101) + chr(0b1000 + 0o154) + chr(102) + '\055' + chr(1443 - 1387))]
def dVamRRpm0eOX(PmE5_h409JAA):
if TseISVdPlfdM:
v8jsMqaYV6U2(PmE5_h409JAA, file=roI3spqORKae(bpyfpu4kTbwL, roI3spqORKae(ES5oEprVxulp(b'\xb4\xee\x16\xfa\xac\xe6\xe9O\x0f\x0b\x80\xa7'), chr(100) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(472 - 372) + '\145')(chr(0b1011111 + 0o26) + chr(0b10000 + 0o144) + '\146' + chr(548 - 503) + chr(594 - 538))))
roI3spqORKae(bpyfpu4kTbwL.stdout, roI3spqORKae(ES5oEprVxulp(b'\x9a\x8d\x12\xe6\xa5\xc0\x8cA\x072\x90\xaa'), '\x64' + '\x65' + chr(3793 - 3694) + chr(0b110101 + 0o72) + '\x64' + chr(0b1001011 + 0o32))(chr(0b1001011 + 0o52) + chr(0b1110100) + chr(0b1100110) + '\x2d' + '\070'))()
return TseISVdPlfdM
def qi1wipPVvEKd(PmE5_h409JAA):
v8jsMqaYV6U2(PmE5_h409JAA, file=roI3spqORKae(bpyfpu4kTbwL, roI3spqORKae(ES5oEprVxulp(b'\x9e\x88Q\xeb\xa6\xc1\xb4Y\x042\x8e\xa9'), chr(100) + chr(0b1010000 + 0o25) + '\x63' + '\x6f' + chr(5456 - 5356) + chr(7274 - 7173))(chr(117) + chr(0b1101000 + 0o14) + '\x66' + chr(803 - 758) + chr(0b110110 + 0o2))))
roI3spqORKae(bpyfpu4kTbwL.stderr, roI3spqORKae(ES5oEprVxulp(b'\x9a\x8d\x12\xe6\xa5\xc0\x8cA\x072\x90\xaa'), '\144' + '\x65' + chr(0b110 + 0o135) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(7288 - 7171) + '\x74' + chr(102) + chr(2015 - 1970) + chr(1496 - 1440)))()
roI3spqORKae(bpyfpu4kTbwL, roI3spqORKae(ES5oEprVxulp(b"\xab\xaf\x10\xf5\x84\xe7\x96'61\xa2\xd7"), '\x64' + chr(101) + '\x63' + '\x6f' + chr(2872 - 2772) + chr(1065 - 964))(chr(0b101100 + 0o111) + chr(11134 - 11018) + '\146' + chr(0b101101) + chr(0b110001 + 0o7)))(nzTpIcepk0o8(chr(0b110000) + chr(908 - 797) + chr(0b1 + 0o60), 8))
if ftfygxgFas5X(eemPYp2vtTSr) < nzTpIcepk0o8(chr(2296 - 2248) + chr(9218 - 9107) + '\x31', 8):
qi1wipPVvEKd(roI3spqORKae(ES5oEprVxulp(b'\x82\xaf\x00\xf5\x82\xd1\xae6$0\x84\x9a5&\x8bx\x82E\x17K\x1d/\xb4>/?\x1e\xd7'), '\144' + chr(0b1100101) + chr(99) + '\x6f' + chr(0b1000100 + 0o40) + chr(8307 - 8206))(chr(117) + '\x74' + chr(0b1100110) + '\055' + chr(0b111000)))
if roI3spqORKae(ES5oEprVxulp(b'\x82\xaf\x00\xf5\x82\xd1\xaee\x1a&\x8a\x9d'), '\x64' + chr(9423 - 9322) + chr(0b10011 + 0o120) + '\x6f' + '\x64' + chr(101))('\x75' + chr(0b111011 + 0o71) + '\x66' + '\x2d' + '\x38') in M8wfvmpEewAe and M8wfvmpEewAe[roI3spqORKae(ES5oEprVxulp(b'\x82\xaf\x00\xf5\x82\xd1\xaee\x1a&\x8a\x9d'), '\x64' + chr(9747 - 9646) + '\143' + chr(3643 - 3532) + '\x64' + '\145')(chr(11921 - 11804) + chr(0b101101 + 0o107) + chr(0b1000101 + 0o41) + '\055' + chr(56))] is not None:
ZqlYfKJfOdiW(M8wfvmpEewAe[roI3spqORKae(ES5oEprVxulp(b'\x82\xaf\x00\xf5\x82\xd1\xaee\x1a&\x8a\x9d'), '\144' + chr(1001 - 900) + '\x63' + chr(111) + '\x64' + chr(0b111011 + 0o52))(chr(117) + '\x74' + chr(0b11001 + 0o115) + '\x2d' + chr(56))])
try:
_zPndKq6xMgp = NybBYFIJq0hU(eemPYp2vtTSr[nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(0b1101111) + chr(0b11 + 0o55), 8)])
except zfo2Sgkz3IVJ:
qi1wipPVvEKd(roI3spqORKae(ES5oEprVxulp(b"\xb7\xbb\x0b\xf3\x82\xd6\xfab*b\x8f\x809'\xc5\x7f\xd7N\x0e\x0e\x0c>\xe5n5"), '\144' + '\x65' + chr(0b1100011) + chr(0b10100 + 0o133) + '\144' + '\x65')(chr(0b1110101) + chr(0b1011100 + 0o30) + chr(102) + chr(45) + chr(56)) % eemPYp2vtTSr[nzTpIcepk0o8(chr(1137 - 1089) + chr(0b1101111) + '\060', 8)])
if ftfygxgFas5X(eemPYp2vtTSr) > nzTpIcepk0o8(chr(2049 - 2001) + '\157' + chr(514 - 465), 8):
TALteuA0KWqn = eemPYp2vtTSr[nzTpIcepk0o8(chr(0b11111 + 0o21) + '\x6f' + chr(49), 8)]
elif M8wfvmpEewAe[roI3spqORKae(ES5oEprVxulp(b'\x9c\xb5\x06\xfa\x8b\xed\xa9o('), chr(0b1100100) + chr(0b1100101) + chr(99) + '\x6f' + chr(100) + '\x65')(chr(0b1110011 + 0o2) + chr(0b1110100) + '\x66' + chr(0b101100 + 0o1) + '\x38')]:
TALteuA0KWqn = roI3spqORKae(ES5oEprVxulp(b'\x82\xb9\n\xf6\x95\xd3'), chr(0b1010101 + 0o17) + chr(101) + '\x63' + '\x6f' + chr(0b1100100) + chr(0b1100101 + 0o0))('\x75' + '\x74' + chr(3141 - 3039) + chr(0b100101 + 0o10) + chr(710 - 654))
else:
TALteuA0KWqn = roI3spqORKae(ES5oEprVxulp(b'\x93\xbf\x0c\xec\x88\xdc\xeb!'), chr(3785 - 3685) + chr(101) + '\x63' + chr(0b100111 + 0o110) + '\x64' + '\x65')(chr(3211 - 3094) + chr(0b1110100) + chr(0b1100110) + '\x2d' + '\070')
try:
if M8wfvmpEewAe[roI3spqORKae(ES5oEprVxulp(b'\x9c\xb5\x06\xfa\x8b\xed\xa9o('), '\144' + chr(0b10111 + 0o116) + '\143' + chr(0b1101101 + 0o2) + '\x64' + '\145')(chr(0b11 + 0o162) + chr(0b1110100) + chr(0b1100110) + chr(1451 - 1406) + chr(56))]:
KW0sEfjlgNpM = {_9ve2uheHd6a: e_0pGsIB40a0(TALteuA0KWqn).persist() for _9ve2uheHd6a in [roI3spqORKae(ES5oEprVxulp(b'\x9d\xb2'), chr(0b1110 + 0o126) + chr(0b1001101 + 0o30) + '\x63' + chr(111) + '\144' + chr(0b10000 + 0o125))('\x75' + chr(0b101010 + 0o112) + chr(0b1001000 + 0o36) + chr(45) + '\x38'), roI3spqORKae(ES5oEprVxulp(b'\x83\xb2'), '\144' + '\145' + '\x63' + chr(111) + '\x64' + '\145')(chr(0b1000110 + 0o57) + chr(11779 - 11663) + chr(0b1111 + 0o127) + chr(0b1011 + 0o42) + chr(0b101000 + 0o20))]}
else:
KW0sEfjlgNpM = {_9ve2uheHd6a: e_0pGsIB40a0(TALteuA0KWqn, hemi=_9ve2uheHd6a).persist() for _9ve2uheHd6a in [roI3spqORKae(ES5oEprVxulp(b'\x9d\xb2'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(0b110011 + 0o101) + chr(0b1000010 + 0o44) + chr(170 - 125) + chr(0b1101 + 0o53)), roI3spqORKae(ES5oEprVxulp(b'\x83\xb2'), chr(2743 - 2643) + '\x65' + '\143' + chr(0b1101111) + chr(0b111100 + 0o50) + chr(0b11110 + 0o107))(chr(0b1110101) + chr(116) + chr(0b110011 + 0o63) + chr(0b100010 + 0o13) + chr(56))]}
except zfo2Sgkz3IVJ:
qi1wipPVvEKd(roI3spqORKae(ES5oEprVxulp(b"\xb2\xb5\x17\xf3\x83\x92\xb4y1b\x8f\x809'\xc5~\xc7X\r\x05\x00>\xaa;?m\x16\xdc\xed\x92l\xa6o\xf0"), '\144' + chr(808 - 707) + '\x63' + chr(0b1101111) + chr(100) + chr(101))(chr(0b101010 + 0o113) + chr(0b1111 + 0o145) + '\x66' + '\055' + chr(0b111000)) % TALteuA0KWqn)
for WgZUEOuIyTUO in [roI3spqORKae(ES5oEprVxulp(b'\x86\xbf\x0b\xf8\x8f\xc6\x85{,,'), chr(1302 - 1202) + '\145' + chr(0b1000001 + 0o42) + chr(111) + '\144' + chr(101))('\x75' + '\x74' + chr(102) + '\x2d' + '\x38'), roI3spqORKae(ES5oEprVxulp(b'\x82\xb9\x03\xf3\x82'), '\144' + chr(0b1100101) + chr(99) + chr(111) + chr(1003 - 903) + chr(3164 - 3063))(chr(8909 - 8792) + chr(116) + chr(0b1100110) + chr(1116 - 1071) + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'\x9c\xbb\x1a\xc0\x94\xc6\xbff\x1a1\x8a\x95='), chr(0b1100100) + chr(4035 - 3934) + '\143' + chr(0b1101111) + chr(0b1010110 + 0o16) + '\145')('\x75' + chr(0b1110100) + chr(0b1010 + 0o134) + '\x2d' + chr(0b10000 + 0o50)), roI3spqORKae(ES5oEprVxulp(b'\x9c\xbb\x1a\xc0\x88\xc7\xaeI !\x80\x8a6'), '\144' + chr(101) + chr(99) + chr(111) + chr(7354 - 7254) + chr(0b1100101))('\165' + '\x74' + chr(0b1100110) + chr(0b11000 + 0o25) + chr(0b11000 + 0o40)), roI3spqORKae(ES5oEprVxulp(b'\x9c\xbb\x1a\xc0\x8e\xdc\x85s&!\x86\x81'), chr(0b1100100) + chr(2294 - 2193) + chr(0b1100011) + '\x6f' + chr(0b1011001 + 0o13) + chr(101))(chr(0b1110101) + chr(0b1110100) + '\146' + '\x2d' + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'\x9c\xb3\x0c\xc0\x8e\xdc\x85s&!\x86\x81'), chr(0b1100100) + chr(7722 - 7621) + chr(4502 - 4403) + '\157' + chr(0b110110 + 0o56) + chr(9563 - 9462))('\x75' + '\x74' + chr(4580 - 4478) + chr(0b10101 + 0o30) + '\070'), roI3spqORKae(ES5oEprVxulp(b'\x97\xb3\x07\xf3\x83\xed\xa9\x7f",\xbc\x98=*\x82d\xd6'), '\144' + '\145' + chr(0b1100011) + chr(111) + '\x64' + chr(4535 - 4434))(chr(0b1110101) + chr(116) + chr(102) + '\055' + chr(0b110101 + 0o3)), roI3spqORKae(ES5oEprVxulp(b'\x83\xbb\x06\xf6\x92\xc1\x85a +\x84\x87,'), chr(100) + '\145' + '\143' + chr(111) + chr(0b1100100) + chr(0b111 + 0o136))('\165' + chr(7389 - 7273) + chr(102) + '\x2d' + '\x38')]:
M8wfvmpEewAe[WgZUEOuIyTUO] = jLW6pRf2DSRk(M8wfvmpEewAe[WgZUEOuIyTUO])
M8wfvmpEewAe[roI3spqORKae(ES5oEprVxulp(b'\x9c\xbb\x1a\xc0\x94\xc6\xbff6'), chr(0b1011111 + 0o5) + '\145' + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(101))('\x75' + chr(0b1011000 + 0o34) + chr(0b1001000 + 0o36) + chr(0b101101) + chr(0b111000))] = nzTpIcepk0o8(M8wfvmpEewAe[roI3spqORKae(ES5oEprVxulp(b'\x9c\xbb\x1a\xc0\x94\xc6\xbff6'), chr(100) + '\145' + chr(4829 - 4730) + chr(0b1101010 + 0o5) + chr(100) + chr(0b1100101))(chr(117) + '\x74' + chr(0b1000010 + 0o44) + chr(623 - 578) + chr(56))])
dVamRRpm0eOX(roI3spqORKae(ES5oEprVxulp(b'\xa1\xa8\r\xfc\x82\xc1\xa9\x7f+%\xc3\x9c-!\x8fi\xc1X^KJ9'), chr(0b11001 + 0o113) + chr(0b110011 + 0o62) + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(6624 - 6523))(chr(117) + chr(0b1101000 + 0o14) + '\x66' + chr(45) + chr(0b111000)) % roI3spqORKae(_zPndKq6xMgp, roI3spqORKae(ES5oEprVxulp(b'\xa2\x964\xdd\xd5\xf0\x8aW\x1a/\xaa\x8a'), '\x64' + chr(0b1100101) + chr(2819 - 2720) + chr(0b1101111) + chr(0b110001 + 0o63) + '\x65')(chr(9501 - 9384) + chr(0b1110100) + chr(0b1100110) + '\055' + chr(56))))
del M8wfvmpEewAe[roI3spqORKae(ES5oEprVxulp(b'\x99\xbf\x0e\xef'), chr(0b1100100) + chr(0b1000010 + 0o43) + '\x63' + chr(111) + '\x64' + '\145')('\x75' + chr(0b1110100) + chr(0b1100110) + chr(0b1110 + 0o37) + '\070')]
del M8wfvmpEewAe[roI3spqORKae(ES5oEprVxulp(b'\x87\xbf\x10\xfd\x88\xc1\xbf'), chr(4944 - 4844) + chr(2228 - 2127) + chr(99) + chr(0b1101111) + chr(0b1010100 + 0o20) + chr(0b10110 + 0o117))(chr(5991 - 5874) + chr(0b1110100) + chr(102) + '\x2d' + chr(736 - 680))]
del M8wfvmpEewAe[roI3spqORKae(ES5oEprVxulp(b'\x82\xaf\x00\xf5\x82\xd1\xaee\x1a&\x8a\x9d'), chr(0b1000011 + 0o41) + chr(404 - 303) + '\x63' + chr(111) + '\x64' + chr(0b1100101))(chr(5086 - 4969) + chr(0b1110100) + chr(4591 - 4489) + chr(1799 - 1754) + chr(0b1010 + 0o56))]
return roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'\x9c\xbf\x10\xf8\x82'), chr(100) + chr(4460 - 4359) + chr(0b10101 + 0o116) + chr(0b1101 + 0o142) + chr(0b1100010 + 0o2) + '\x65')(chr(0b1110 + 0o147) + chr(11150 - 11034) + '\x66' + '\055' + chr(56)))(M8wfvmpEewAe, {roI3spqORKae(ES5oEprVxulp(b'\x82\xaf\x00\xf5\x82\xd1\xae'), chr(5631 - 5531) + '\x65' + chr(0b110101 + 0o56) + '\x6f' + '\144' + chr(101))('\x75' + chr(116) + '\x66' + '\055' + '\x38'): roI3spqORKae(_zPndKq6xMgp, roI3spqORKae(ES5oEprVxulp(b'\x81\xbf\x10\xec\x8e\xc1\xae'), '\144' + chr(0b1100101) + chr(0b1001010 + 0o31) + chr(10300 - 10189) + chr(0b1000101 + 0o37) + chr(6211 - 6110))(chr(4178 - 4061) + '\164' + chr(3103 - 3001) + '\x2d' + '\070'))(), roI3spqORKae(ES5oEprVxulp(b'\x9c\xb5\x06\xfa\x8b'), chr(100) + chr(101) + chr(99) + '\157' + '\144' + chr(6933 - 6832))('\165' + chr(0b1110100) + '\x66' + chr(45) + chr(56)): roI3spqORKae(hFt7yOCw4gV2, roI3spqORKae(ES5oEprVxulp(b'\x81\xb7\x03\xef'), '\144' + '\x65' + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(5466 - 5365))('\165' + chr(0b111 + 0o155) + chr(6871 - 6769) + chr(522 - 477) + chr(56)))(KW0sEfjlgNpM), roI3spqORKae(ES5oEprVxulp(b'\x9e\xaa\x16\xf6\x88\xdc\xa9'), chr(100) + '\145' + chr(0b1100001 + 0o2) + chr(4968 - 4857) + chr(0b1100100) + chr(101))('\x75' + '\x74' + chr(0b111011 + 0o53) + '\055' + chr(0b1101 + 0o53)): roI3spqORKae(hFt7yOCw4gV2, roI3spqORKae(ES5oEprVxulp(b'\x81\xb7\x03\xef'), '\x64' + chr(0b1000100 + 0o41) + chr(0b1100011) + chr(0b1101100 + 0o3) + chr(0b1100100) + chr(0b1100101))('\x75' + chr(0b10 + 0o162) + '\x66' + chr(45) + chr(0b11000 + 0o40)))(M8wfvmpEewAe), roI3spqORKae(ES5oEprVxulp(b'\x9f\xb5\x16\xfa'), chr(5302 - 5202) + '\145' + chr(2880 - 2781) + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(1178 - 1133) + '\070'): dVamRRpm0eOX, roI3spqORKae(ES5oEprVxulp(b'\x94\xa8\x10\xf0\x95'), chr(0b110001 + 0o63) + chr(0b1100101) + '\143' + chr(111) + chr(4319 - 4219) + '\x65')(chr(0b1110101) + chr(4203 - 4087) + '\146' + chr(0b101101) + '\070'): qi1wipPVvEKd}) |
noahbenson/neuropythy | neuropythy/commands/register_retinotopy.py | calc_retinotopy | def calc_retinotopy(note, error, subject, clean, run_lh, run_rh,
invert_rh_angle, max_in_eccen, min_in_eccen,
angle_lh_file, theta_lh_file,
eccen_lh_file, rho_lh_file,
weight_lh_file, radius_lh_file,
angle_rh_file, theta_rh_file,
eccen_rh_file, rho_rh_file,
weight_rh_file, radius_rh_file):
'''
calc_retinotopy extracts the retinotopy options from the command line, loads the relevant files,
and stores them as properties on the subject's lh and rh cortices.
'''
ctcs = {}
for (h,ang,tht,ecc,rho,wgt,rad,run) in [
('lh', angle_lh_file,theta_lh_file, eccen_lh_file,rho_lh_file,
weight_lh_file, radius_lh_file, run_lh),
('rh', angle_rh_file,theta_rh_file, eccen_rh_file,rho_rh_file,
weight_rh_file, radius_rh_file, run_rh)]:
if not run: continue
hemi = getattr(subject, h)
props = {}
# load the properties or find them in the auto-properties
if ang:
try: props['polar_angle'] = _guess_surf_file(ang)
except Exception: error('could not load surface file %s' % ang)
elif tht:
try:
tmp = _guess_surf_file(tht)
props['polar_angle'] = 90.0 - 180.0 / np.pi * tmp
except Exception: error('could not load surface file %s' % tht)
else:
props['polar_angle'] = empirical_retinotopy_data(hemi, 'polar_angle')
if ecc:
try: props['eccentricity'] = _guess_surf_file(ecc)
except Exception: error('could not load surface file %s' % ecc)
elif rho:
try:
tmp = _guess_surf_file(rhp)
props['eccentricity'] = 180.0 / np.pi * tmp
except Exception: error('could not load surface file %s' % rho)
else:
props['eccentricity'] = empirical_retinotopy_data(hemi, 'eccentricity')
if wgt:
try: props['weight'] = _guess_surf_file(wgt)
except Exception: error('could not load surface file %s' % wgt)
else:
props['weight'] = empirical_retinotopy_data(hemi, 'weight')
if rad:
try: props['radius'] = _guess_surf_file(rad)
except Exception: error('could not load surface file %s' % rad)
else:
props['radius'] = empirical_retinotopy_data(hemi, 'radius')
# Check for inverted rh
if h == 'rh' and invert_rh_angle:
props['polar_angle'] = -props['polar_angle']
# and zero-out weights for high eccentricities
props['weight'] = np.array(props['weight'])
if max_in_eccen is not None:
props['weight'][props['eccentricity'] > max_in_eccen] = 0
if min_in_eccen is not None:
props['weight'][props['eccentricity'] < min_in_eccen] = 0
# Do smoothing, if requested
if clean:
note('Cleaning %s retinotopy...' % h.upper())
(ang,ecc) = clean_retinotopy(hemi, retinotopy=props, mask=None, weight='weight')
props['polar_angle'] = ang
props['eccentricity'] = ecc
ctcs[h] = hemi.with_prop(props)
return {'cortices': pyr.pmap(ctcs)} | python | def calc_retinotopy(note, error, subject, clean, run_lh, run_rh,
invert_rh_angle, max_in_eccen, min_in_eccen,
angle_lh_file, theta_lh_file,
eccen_lh_file, rho_lh_file,
weight_lh_file, radius_lh_file,
angle_rh_file, theta_rh_file,
eccen_rh_file, rho_rh_file,
weight_rh_file, radius_rh_file):
'''
calc_retinotopy extracts the retinotopy options from the command line, loads the relevant files,
and stores them as properties on the subject's lh and rh cortices.
'''
ctcs = {}
for (h,ang,tht,ecc,rho,wgt,rad,run) in [
('lh', angle_lh_file,theta_lh_file, eccen_lh_file,rho_lh_file,
weight_lh_file, radius_lh_file, run_lh),
('rh', angle_rh_file,theta_rh_file, eccen_rh_file,rho_rh_file,
weight_rh_file, radius_rh_file, run_rh)]:
if not run: continue
hemi = getattr(subject, h)
props = {}
# load the properties or find them in the auto-properties
if ang:
try: props['polar_angle'] = _guess_surf_file(ang)
except Exception: error('could not load surface file %s' % ang)
elif tht:
try:
tmp = _guess_surf_file(tht)
props['polar_angle'] = 90.0 - 180.0 / np.pi * tmp
except Exception: error('could not load surface file %s' % tht)
else:
props['polar_angle'] = empirical_retinotopy_data(hemi, 'polar_angle')
if ecc:
try: props['eccentricity'] = _guess_surf_file(ecc)
except Exception: error('could not load surface file %s' % ecc)
elif rho:
try:
tmp = _guess_surf_file(rhp)
props['eccentricity'] = 180.0 / np.pi * tmp
except Exception: error('could not load surface file %s' % rho)
else:
props['eccentricity'] = empirical_retinotopy_data(hemi, 'eccentricity')
if wgt:
try: props['weight'] = _guess_surf_file(wgt)
except Exception: error('could not load surface file %s' % wgt)
else:
props['weight'] = empirical_retinotopy_data(hemi, 'weight')
if rad:
try: props['radius'] = _guess_surf_file(rad)
except Exception: error('could not load surface file %s' % rad)
else:
props['radius'] = empirical_retinotopy_data(hemi, 'radius')
# Check for inverted rh
if h == 'rh' and invert_rh_angle:
props['polar_angle'] = -props['polar_angle']
# and zero-out weights for high eccentricities
props['weight'] = np.array(props['weight'])
if max_in_eccen is not None:
props['weight'][props['eccentricity'] > max_in_eccen] = 0
if min_in_eccen is not None:
props['weight'][props['eccentricity'] < min_in_eccen] = 0
# Do smoothing, if requested
if clean:
note('Cleaning %s retinotopy...' % h.upper())
(ang,ecc) = clean_retinotopy(hemi, retinotopy=props, mask=None, weight='weight')
props['polar_angle'] = ang
props['eccentricity'] = ecc
ctcs[h] = hemi.with_prop(props)
return {'cortices': pyr.pmap(ctcs)} | [
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"rho_lh_file... | calc_retinotopy extracts the retinotopy options from the command line, loads the relevant files,
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/commands/register_retinotopy.py#L363-L431 | train | calc_retinotopy extracts the retinotopy options from the command line and stores them as properties on the subject s lh and rh cortices. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(11794 - 11683) + chr(0b11111 + 0o24) + chr(0b110110) + chr(0b110 + 0o60), 57757 - 57749), nzTpIcepk0o8('\x30' + '\157' + chr(54) + chr(54), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110010) + '\x34' + chr(55), 0b1000), nzTpIcepk0o8(chr(0b100010 + 0o16) + '\157' + chr(49) + chr(0b110110) + chr(54), 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(119 - 67) + chr(2197 - 2147), 44383 - 44375), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(0b1101111) + chr(0b110001) + chr(1161 - 1111), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + '\x33' + chr(0b110001) + chr(148 - 96), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1001110 + 0o41) + chr(0b110010) + chr(48) + chr(49), 5650 - 5642), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110001) + '\x32' + chr(0b110000), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1100010 + 0o15) + '\063' + '\065' + chr(0b100110 + 0o12), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(51) + '\064' + chr(0b1100 + 0o50), 41962 - 41954), nzTpIcepk0o8('\060' + chr(10743 - 10632) + chr(0b110010) + '\062' + '\065', 0b1000), nzTpIcepk0o8(chr(2266 - 2218) + chr(0b1101111) + chr(0b110111) + chr(2607 - 2554), 54918 - 54910), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\062' + '\x34' + chr(50), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b101110 + 0o5) + '\063', 0b1000), nzTpIcepk0o8(chr(48) + chr(10334 - 10223) + '\x36' + '\x32', 0o10), nzTpIcepk0o8(chr(48) + chr(111) + '\x32' + chr(1333 - 1278) + chr(0b100010 + 0o25), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110011) + '\067' + '\066', 0o10), nzTpIcepk0o8(chr(1663 - 1615) + chr(0b1000100 + 0o53) + chr(51) + chr(0b110011) + chr(1577 - 1526), 0o10), nzTpIcepk0o8(chr(1813 - 1765) + '\x6f' + chr(54) + chr(480 - 432), ord("\x08")), nzTpIcepk0o8(chr(0b10010 + 0o36) + '\157' + chr(0b110011) + chr(48) + chr(764 - 709), 55352 - 55344), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(49) + chr(0b110100 + 0o3), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x31' + chr(52) + chr(0b110111), ord("\x08")), nzTpIcepk0o8('\060' + chr(6761 - 6650) + '\x32' + chr(50) + '\x34', 0o10), nzTpIcepk0o8(chr(48) + chr(10575 - 10464) + chr(51) + chr(48) + '\x31', ord("\x08")), nzTpIcepk0o8(chr(0b10100 + 0o34) + chr(0b1101111) + chr(2385 - 2336), 10256 - 10248), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1083 - 1033) + chr(49) + chr(0b110000), 55753 - 55745), nzTpIcepk0o8(chr(1369 - 1321) + chr(5458 - 5347) + chr(0b110100) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101101 + 0o2) + '\066' + chr(1909 - 1857), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(0b110101) + chr(52), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(6680 - 6569) + chr(0b11001 + 0o31) + '\061' + '\x33', 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110011) + '\x35' + chr(0b110011), 42914 - 42906), nzTpIcepk0o8('\060' + '\157' + chr(0b10000 + 0o42) + chr(0b110110), 0o10), nzTpIcepk0o8(chr(256 - 208) + chr(111) + chr(1058 - 1008) + '\x36' + chr(0b110100), 27588 - 27580), nzTpIcepk0o8(chr(0b100 + 0o54) + chr(111) + chr(1434 - 1381) + '\063', 45147 - 45139), nzTpIcepk0o8('\x30' + chr(9102 - 8991) + chr(2466 - 2416) + chr(55) + '\060', 45066 - 45058), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(1149 - 1099) + '\062' + chr(51), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110011) + chr(0b0 + 0o61) + chr(0b1 + 0o65), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110101) + chr(49), ord("\x08")), nzTpIcepk0o8(chr(1563 - 1515) + chr(111) + '\062' + chr(2325 - 2275) + '\060', 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(563 - 515) + chr(4740 - 4629) + chr(53) + '\x30', 31106 - 31098)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xd8'), '\x64' + chr(101) + '\x63' + chr(0b1101111) + chr(0b1100100) + '\145')(chr(0b1110001 + 0o4) + chr(0b11101 + 0o127) + chr(102) + '\055' + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def Y4gNq_kKCCfJ(dVamRRpm0eOX, qi1wipPVvEKd, NybBYFIJq0hU, MY03ioefkAzT, ihmqPwmLT2N0, BblQD2RDmL61, KRG2X5z4owz9, QTQaiYYZgBfJ, tCqhV85TH88w, lSQh4NT9x6QX, xWSQfUxI7tMf, Mt9YsttT1of0, W_paxelIRgat, fP88QsPp2b4X, mhFP6JsAHZuI, Q1H7PQVdSuUx, _Nymu81zOi2e, UQuH8cbuPNM5, GZ5LL7a5Jtjp, XCoVVHHqPg87, PoPJlztmBzRS):
KV0gtUo0kdiG = {}
for (_9ve2uheHd6a, Y54gViOryHfr, W73nEivCvhfs, cRb7OGyXJeT1, z3dq0HzhOM4T, xmp6v1QmXZwR, wJpOqKauo9id, qnPOIdBQJdzY) in [(roI3spqORKae(ES5oEprVxulp(b'\x9a^'), '\x64' + chr(101) + chr(0b1100011) + '\x6f' + chr(0b110010 + 0o62) + '\x65')('\165' + chr(0b1010101 + 0o37) + chr(0b1100110) + chr(45) + chr(0b10101 + 0o43)), lSQh4NT9x6QX, xWSQfUxI7tMf, Mt9YsttT1of0, W_paxelIRgat, fP88QsPp2b4X, mhFP6JsAHZuI, ihmqPwmLT2N0), (roI3spqORKae(ES5oEprVxulp(b'\x84^'), chr(7878 - 7778) + '\145' + chr(0b1100011) + chr(6774 - 6663) + chr(0b1100100) + '\x65')('\x75' + chr(116) + chr(0b1100110) + '\x2d' + chr(2267 - 2211)), Q1H7PQVdSuUx, _Nymu81zOi2e, UQuH8cbuPNM5, GZ5LL7a5Jtjp, XCoVVHHqPg87, PoPJlztmBzRS, BblQD2RDmL61)]:
if not qnPOIdBQJdzY:
continue
nRSX3HCpSIw0 = roI3spqORKae(NybBYFIJq0hU, _9ve2uheHd6a)
QZqj8fCwMAhT = {}
if Y54gViOryHfr:
try:
QZqj8fCwMAhT[roI3spqORKae(ES5oEprVxulp(b'\x86Y\xcb\x17PU\xad\xef7\x84\x81'), chr(100) + chr(0b10110 + 0o117) + chr(99) + chr(0b1101111) + chr(100) + chr(0b1010111 + 0o16))(chr(117) + chr(0b1110010 + 0o2) + chr(0b1100110) + '\x2d' + chr(0b100110 + 0o22))] = Z2hzNkPwrcG2(Y54gViOryHfr)
except zfo2Sgkz3IVJ:
qi1wipPVvEKd(roI3spqORKae(ES5oEprVxulp(b'\x95Y\xd2\x1aF*\xa2\xee$\xc8\x88\xfa\\\xc6;A\xca\x8c\xbdQ\xa4jG\xf2\xa8m\xed\x03\x11_'), '\144' + chr(0b1100101) + chr(0b1100010 + 0o1) + chr(111) + chr(0b1000 + 0o134) + chr(0b110011 + 0o62))('\x75' + chr(0b100111 + 0o115) + chr(102) + chr(0b10110 + 0o27) + '\070') % Y54gViOryHfr)
elif W73nEivCvhfs:
try:
PT32xG247TS3 = Z2hzNkPwrcG2(W73nEivCvhfs)
QZqj8fCwMAhT[roI3spqORKae(ES5oEprVxulp(b'\x86Y\xcb\x17PU\xad\xef7\x84\x81'), chr(0b1000000 + 0o44) + chr(9955 - 9854) + chr(99) + chr(10449 - 10338) + '\x64' + '\145')(chr(117) + chr(0b1110100) + '\146' + '\x2d' + chr(1164 - 1108))] = 90.0 - 180.0 / nDF4gVNx0u9Q.nMrXkRpTQ9Oo * PT32xG247TS3
except zfo2Sgkz3IVJ:
qi1wipPVvEKd(roI3spqORKae(ES5oEprVxulp(b'\x95Y\xd2\x1aF*\xa2\xee$\xc8\x88\xfa\\\xc6;A\xca\x8c\xbdQ\xa4jG\xf2\xa8m\xed\x03\x11_'), chr(0b1000100 + 0o40) + chr(0b111110 + 0o47) + chr(0b111010 + 0o51) + chr(5626 - 5515) + '\x64' + chr(0b1100101))(chr(117) + chr(0b1000101 + 0o57) + '\x66' + '\055' + '\x38') % W73nEivCvhfs)
else:
QZqj8fCwMAhT[roI3spqORKae(ES5oEprVxulp(b'\x86Y\xcb\x17PU\xad\xef7\x84\x81'), chr(7394 - 7294) + chr(4502 - 4401) + chr(0b1100011) + chr(111) + '\144' + chr(2305 - 2204))('\165' + chr(116) + chr(3122 - 3020) + '\x2d' + chr(56))] = MNh7KhMdqzOw(nRSX3HCpSIw0, roI3spqORKae(ES5oEprVxulp(b'\x86Y\xcb\x17PU\xad\xef7\x84\x81'), '\x64' + chr(5953 - 5852) + '\x63' + chr(0b1000010 + 0o55) + chr(0b1100100) + '\145')(chr(117) + chr(116) + '\x66' + chr(45) + chr(0b111000)))
if cRb7OGyXJeT1:
try:
QZqj8fCwMAhT[roI3spqORKae(ES5oEprVxulp(b'\x93U\xc4\x13L~\xbe\xe83\x81\x90\xec'), '\144' + chr(101) + chr(5107 - 5008) + '\157' + chr(7365 - 7265) + chr(0b1000100 + 0o41))('\x75' + chr(0b1110100) + '\146' + chr(45) + '\x38')] = Z2hzNkPwrcG2(cRb7OGyXJeT1)
except zfo2Sgkz3IVJ:
qi1wipPVvEKd(roI3spqORKae(ES5oEprVxulp(b'\x95Y\xd2\x1aF*\xa2\xee$\xc8\x88\xfa\\\xc6;A\xca\x8c\xbdQ\xa4jG\xf2\xa8m\xed\x03\x11_'), '\x64' + chr(0b1010000 + 0o25) + chr(767 - 668) + '\x6f' + chr(5561 - 5461) + chr(0b110110 + 0o57))(chr(0b1000 + 0o155) + '\x74' + chr(217 - 115) + chr(0b101101) + chr(0b111000)) % cRb7OGyXJeT1)
elif z3dq0HzhOM4T:
try:
PT32xG247TS3 = Z2hzNkPwrcG2(FJisBDIJ6gxG)
QZqj8fCwMAhT[roI3spqORKae(ES5oEprVxulp(b'\x93U\xc4\x13L~\xbe\xe83\x81\x90\xec'), chr(100) + '\x65' + '\x63' + chr(111) + '\144' + '\145')('\165' + chr(8975 - 8859) + '\x66' + '\055' + '\070')] = 180.0 / nDF4gVNx0u9Q.nMrXkRpTQ9Oo * PT32xG247TS3
except zfo2Sgkz3IVJ:
qi1wipPVvEKd(roI3spqORKae(ES5oEprVxulp(b'\x95Y\xd2\x1aF*\xa2\xee$\xc8\x88\xfa\\\xc6;A\xca\x8c\xbdQ\xa4jG\xf2\xa8m\xed\x03\x11_'), chr(0b1100100) + chr(0b111001 + 0o54) + '\143' + chr(0b1101111) + chr(0b1100100) + chr(0b100011 + 0o102))(chr(0b1010101 + 0o40) + chr(0b1110100) + '\x66' + chr(0b11110 + 0o17) + chr(0b111000)) % z3dq0HzhOM4T)
else:
QZqj8fCwMAhT[roI3spqORKae(ES5oEprVxulp(b'\x93U\xc4\x13L~\xbe\xe83\x81\x90\xec'), chr(8499 - 8399) + chr(0b1100101) + '\x63' + chr(111) + '\144' + chr(0b1100101))('\x75' + '\x74' + chr(5253 - 5151) + chr(45) + chr(56))] = MNh7KhMdqzOw(nRSX3HCpSIw0, roI3spqORKae(ES5oEprVxulp(b'\x93U\xc4\x13L~\xbe\xe83\x81\x90\xec'), '\144' + chr(0b1100101) + chr(8126 - 8027) + chr(111) + chr(5392 - 5292) + chr(3696 - 3595))('\165' + chr(0b110010 + 0o102) + chr(102) + chr(0b111 + 0o46) + '\070'))
if xmp6v1QmXZwR:
try:
QZqj8fCwMAhT[roI3spqORKae(ES5oEprVxulp(b'\x81S\xce\x11J~'), '\x64' + chr(8278 - 8177) + '\x63' + chr(7795 - 7684) + chr(0b1100100) + '\x65')(chr(117) + chr(0b101111 + 0o105) + chr(6531 - 6429) + '\x2d' + '\x38')] = Z2hzNkPwrcG2(xmp6v1QmXZwR)
except zfo2Sgkz3IVJ:
qi1wipPVvEKd(roI3spqORKae(ES5oEprVxulp(b'\x95Y\xd2\x1aF*\xa2\xee$\xc8\x88\xfa\\\xc6;A\xca\x8c\xbdQ\xa4jG\xf2\xa8m\xed\x03\x11_'), chr(0b1100100) + '\x65' + '\143' + chr(0b1000111 + 0o50) + chr(0b110101 + 0o57) + chr(101))(chr(117) + chr(12442 - 12326) + '\146' + chr(0b10111 + 0o26) + '\070') % xmp6v1QmXZwR)
else:
QZqj8fCwMAhT[roI3spqORKae(ES5oEprVxulp(b'\x81S\xce\x11J~'), '\x64' + '\x65' + chr(7902 - 7803) + chr(6706 - 6595) + chr(0b1100100) + '\145')(chr(12145 - 12028) + chr(0b111001 + 0o73) + '\146' + chr(558 - 513) + chr(0b101001 + 0o17))] = MNh7KhMdqzOw(nRSX3HCpSIw0, roI3spqORKae(ES5oEprVxulp(b'\x81S\xce\x11J~'), '\144' + chr(6218 - 6117) + '\143' + '\x6f' + '\x64' + chr(101))(chr(0b1010 + 0o153) + chr(116) + chr(102) + chr(0b101101) + chr(0b10100 + 0o44)))
if wJpOqKauo9id:
try:
QZqj8fCwMAhT[roI3spqORKae(ES5oEprVxulp(b'\x84W\xc3\x1fWy'), chr(850 - 750) + chr(0b1100101) + '\x63' + chr(0b10111 + 0o130) + '\144' + '\145')(chr(0b111101 + 0o70) + chr(0b1110100) + chr(102) + chr(45) + chr(0b111000))] = Z2hzNkPwrcG2(wJpOqKauo9id)
except zfo2Sgkz3IVJ:
qi1wipPVvEKd(roI3spqORKae(ES5oEprVxulp(b'\x95Y\xd2\x1aF*\xa2\xee$\xc8\x88\xfa\\\xc6;A\xca\x8c\xbdQ\xa4jG\xf2\xa8m\xed\x03\x11_'), '\x64' + chr(10167 - 10066) + chr(0b1100011) + '\157' + chr(0b111011 + 0o51) + chr(0b1010011 + 0o22))(chr(117) + chr(0b1010000 + 0o44) + chr(0b1100110) + chr(0b101000 + 0o5) + '\x38') % wJpOqKauo9id)
else:
QZqj8fCwMAhT[roI3spqORKae(ES5oEprVxulp(b'\x84W\xc3\x1fWy'), '\144' + chr(6070 - 5969) + chr(99) + chr(111) + '\x64' + chr(1771 - 1670))(chr(0b1110100 + 0o1) + chr(0b1110100) + '\146' + chr(0b100 + 0o51) + chr(135 - 79))] = MNh7KhMdqzOw(nRSX3HCpSIw0, roI3spqORKae(ES5oEprVxulp(b'\x84W\xc3\x1fWy'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(0b1001010 + 0o45) + chr(0b1011110 + 0o6) + '\x65')(chr(10506 - 10389) + chr(116) + chr(0b1100110) + '\055' + chr(0b10111 + 0o41)))
if _9ve2uheHd6a == roI3spqORKae(ES5oEprVxulp(b'\x84^'), '\144' + '\145' + chr(0b1011010 + 0o11) + chr(1496 - 1385) + chr(0b1000011 + 0o41) + chr(0b1100100 + 0o1))(chr(0b1110011 + 0o2) + chr(116) + chr(102) + chr(59 - 14) + chr(56)) and KRG2X5z4owz9:
QZqj8fCwMAhT[roI3spqORKae(ES5oEprVxulp(b'\x86Y\xcb\x17PU\xad\xef7\x84\x81'), chr(100) + chr(0b1100101) + '\143' + chr(0b1101111) + chr(0b11010 + 0o112) + '\x65')(chr(0b1110 + 0o147) + chr(116) + chr(1942 - 1840) + chr(45) + '\070')] = -QZqj8fCwMAhT[roI3spqORKae(ES5oEprVxulp(b'\x86Y\xcb\x17PU\xad\xef7\x84\x81'), chr(0b101010 + 0o72) + chr(0b1100101) + chr(0b101000 + 0o73) + chr(111) + chr(100) + '\x65')(chr(117) + chr(3680 - 3564) + chr(102) + chr(0b101101) + chr(0b111000))]
QZqj8fCwMAhT[roI3spqORKae(ES5oEprVxulp(b'\x81S\xce\x11J~'), '\144' + chr(0b1100101) + chr(99) + chr(0b1101111) + '\144' + chr(0b1100101))(chr(458 - 341) + chr(116) + chr(0b1100110) + chr(0b101001 + 0o4) + chr(56))] = nDF4gVNx0u9Q.Tn6rGr7XTM7t(QZqj8fCwMAhT[roI3spqORKae(ES5oEprVxulp(b'\x81S\xce\x11J~'), chr(2240 - 2140) + '\145' + '\143' + '\x6f' + chr(1909 - 1809) + '\145')('\x75' + chr(0b101101 + 0o107) + '\x66' + '\x2d' + '\070')])
if QTQaiYYZgBfJ is not None:
QZqj8fCwMAhT[roI3spqORKae(ES5oEprVxulp(b'\x81S\xce\x11J~'), chr(8217 - 8117) + chr(0b1100101) + '\143' + '\x6f' + chr(9905 - 9805) + chr(0b1100101))(chr(117) + chr(116) + chr(102) + '\x2d' + chr(0b111000))][QZqj8fCwMAhT[roI3spqORKae(ES5oEprVxulp(b'\x93U\xc4\x13L~\xbe\xe83\x81\x90\xec'), '\144' + chr(0b1100101) + chr(1671 - 1572) + chr(0b1101111) + chr(0b1010010 + 0o22) + chr(0b1001110 + 0o27))(chr(9183 - 9066) + chr(0b1110100) + '\x66' + '\x2d' + chr(0b111000))] > QTQaiYYZgBfJ] = nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\060', ord("\x08"))
if tCqhV85TH88w is not None:
QZqj8fCwMAhT[roI3spqORKae(ES5oEprVxulp(b'\x81S\xce\x11J~'), chr(0b1100100) + chr(0b1010100 + 0o21) + chr(0b1000010 + 0o41) + chr(0b1101111) + '\x64' + '\x65')(chr(117) + chr(116) + '\146' + '\055' + '\x38')][QZqj8fCwMAhT[roI3spqORKae(ES5oEprVxulp(b'\x93U\xc4\x13L~\xbe\xe83\x81\x90\xec'), '\x64' + chr(0b100111 + 0o76) + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(0b1010011 + 0o22))(chr(8951 - 8834) + chr(1285 - 1169) + '\146' + '\055' + chr(1629 - 1573))] < tCqhV85TH88w] = nzTpIcepk0o8(chr(0b110000) + chr(811 - 700) + chr(0b110000), 8)
if MY03ioefkAzT:
dVamRRpm0eOX(roI3spqORKae(ES5oEprVxulp(b'\xb5Z\xc2\x17Lc\xa2\xe6p\xcd\x97\xb5O\xc7o[\xd1\x91\xaf_\xb7vI\xba\xef'), chr(100) + '\x65' + '\x63' + chr(0b1100101 + 0o12) + chr(0b1011 + 0o131) + '\145')('\165' + chr(116) + chr(0b11010 + 0o114) + chr(0b1111 + 0o36) + '\x38') % roI3spqORKae(_9ve2uheHd6a, roI3spqORKae(ES5oEprVxulp(b'\x9fG\x96\x1blG\xa9\xe72\xd9\xbe\xf1'), chr(6839 - 6739) + '\x65' + chr(0b1010011 + 0o20) + chr(0b101110 + 0o101) + chr(100) + chr(0b1100101))(chr(1227 - 1110) + chr(116) + '\x66' + '\055' + chr(1305 - 1249)))())
(Y54gViOryHfr, cRb7OGyXJeT1) = AB4Gf6yf8b4j(nRSX3HCpSIw0, retinotopy=QZqj8fCwMAhT, mask=None, weight=roI3spqORKae(ES5oEprVxulp(b'\x81S\xce\x11J~'), chr(0b110100 + 0o60) + chr(0b1010011 + 0o22) + chr(0b1000000 + 0o43) + chr(111) + chr(0b1100100 + 0o0) + '\145')('\165' + chr(4263 - 4147) + '\x66' + chr(2023 - 1978) + chr(2619 - 2563)))
QZqj8fCwMAhT[roI3spqORKae(ES5oEprVxulp(b'\x86Y\xcb\x17PU\xad\xef7\x84\x81'), '\x64' + '\145' + chr(4103 - 4004) + chr(4735 - 4624) + chr(100) + chr(4970 - 4869))(chr(117) + chr(258 - 142) + chr(102) + '\055' + chr(56))] = Y54gViOryHfr
QZqj8fCwMAhT[roI3spqORKae(ES5oEprVxulp(b'\x93U\xc4\x13L~\xbe\xe83\x81\x90\xec'), chr(0b1100100) + '\x65' + chr(0b100111 + 0o74) + '\x6f' + chr(0b1100100) + '\x65')(chr(2723 - 2606) + chr(0b1101111 + 0o5) + chr(0b10011 + 0o123) + chr(1101 - 1056) + chr(869 - 813))] = cRb7OGyXJeT1
KV0gtUo0kdiG[_9ve2uheHd6a] = nRSX3HCpSIw0.with_prop(QZqj8fCwMAhT)
return {roI3spqORKae(ES5oEprVxulp(b'\x95Y\xd5\x02Ki\xa9\xf2'), '\x64' + chr(0b11110 + 0o107) + chr(1167 - 1068) + '\x6f' + '\144' + chr(101))(chr(0b1110101) + chr(11265 - 11149) + '\x66' + chr(1133 - 1088) + chr(0b111000)): roI3spqORKae(hFt7yOCw4gV2, roI3spqORKae(ES5oEprVxulp(b'\x86[\xc6\x06'), chr(0b111 + 0o135) + chr(0b1100101) + '\x63' + chr(0b1101111) + '\x64' + '\145')('\x75' + chr(0b110110 + 0o76) + chr(0b1001001 + 0o35) + chr(45) + chr(0b1000 + 0o60)))(KV0gtUo0kdiG)} |
noahbenson/neuropythy | neuropythy/commands/register_retinotopy.py | calc_registrations | def calc_registrations(note, error, cortices, model, model_sym,
weight_min, scale, prior, max_out_eccen, max_steps, max_step_size,
radius_weight, field_sign_weight, resample, invert_rh_angle,
part_vol_correct):
'''
calc_registrations is the calculator that performs the registrations for the left and right
hemisphere; these are returned as the immutable maps yielded from the register_retinotopy
command.
'''
rsamp = ('fsaverage_sym' if model_sym else 'fsaverage') if resample else False
# Do the registration
res = {}
for (h,ctx) in six.iteritems(cortices):
note('Preparing %s Registration...' % h.upper())
try:
res[h] = register_retinotopy(ctx, model[h],
model_hemi='sym' if model_sym else h,
polar_angle='polar_angle',
eccentricity='eccentricity',
weight='weight',
weight_min=weight_min,
partial_voluming_correction=part_vol_correct,
field_sign_weight=field_sign_weight,
radius_weight=radius_weight,
scale=scale,
prior=prior,
resample=rsamp,
invert_rh_field_sign=invert_rh_angle,
max_steps=max_steps,
max_step_size=max_step_size,
yield_imap=True)
except Exception: #error('Exception caught while setting-up register_retinotopy (%s)' % h)
raise
return {'registrations': pyr.pmap(res)} | python | def calc_registrations(note, error, cortices, model, model_sym,
weight_min, scale, prior, max_out_eccen, max_steps, max_step_size,
radius_weight, field_sign_weight, resample, invert_rh_angle,
part_vol_correct):
'''
calc_registrations is the calculator that performs the registrations for the left and right
hemisphere; these are returned as the immutable maps yielded from the register_retinotopy
command.
'''
rsamp = ('fsaverage_sym' if model_sym else 'fsaverage') if resample else False
# Do the registration
res = {}
for (h,ctx) in six.iteritems(cortices):
note('Preparing %s Registration...' % h.upper())
try:
res[h] = register_retinotopy(ctx, model[h],
model_hemi='sym' if model_sym else h,
polar_angle='polar_angle',
eccentricity='eccentricity',
weight='weight',
weight_min=weight_min,
partial_voluming_correction=part_vol_correct,
field_sign_weight=field_sign_weight,
radius_weight=radius_weight,
scale=scale,
prior=prior,
resample=rsamp,
invert_rh_field_sign=invert_rh_angle,
max_steps=max_steps,
max_step_size=max_step_size,
yield_imap=True)
except Exception: #error('Exception caught while setting-up register_retinotopy (%s)' % h)
raise
return {'registrations': pyr.pmap(res)} | [
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"register_retinotopy",
"co... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/commands/register_retinotopy.py#L433-L466 | train | This function is used to calculate the registrations for the left and right hemisphere. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(1864 - 1816) + chr(10942 - 10831) + chr(0b110011) + chr(0b100001 + 0o23) + '\061', 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\062' + chr(0b10 + 0o60) + '\x32', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110001 + 0o1) + '\x31' + chr(48), 0b1000), nzTpIcepk0o8('\x30' + chr(0b110101 + 0o72) + chr(1616 - 1566) + chr(0b100000 + 0o25) + chr(53), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b100111 + 0o110) + chr(0b11101 + 0o26) + '\061' + '\x32', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(2087 - 2036) + chr(53) + chr(0b100100 + 0o23), 0o10), nzTpIcepk0o8(chr(48) + chr(1482 - 1371) + '\062' + '\x34' + chr(53), 36591 - 36583), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(0b1 + 0o156) + '\x32' + chr(0b110111) + '\x32', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\x32' + chr(0b110000) + chr(584 - 535), ord("\x08")), nzTpIcepk0o8('\x30' + chr(5215 - 5104) + '\061' + '\060' + chr(0b110110), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(0b10110 + 0o36) + chr(0b10001 + 0o37), 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(50) + chr(52) + chr(0b100111 + 0o14), 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(2444 - 2393) + chr(54) + chr(52), 13782 - 13774), nzTpIcepk0o8('\x30' + chr(0b1100010 + 0o15) + chr(0b1010 + 0o47) + '\x34' + chr(0b11100 + 0o24), 20205 - 20197), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b10100 + 0o35) + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(505 - 457) + chr(9824 - 9713) + chr(232 - 183) + chr(1876 - 1825), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1000100 + 0o53) + chr(0b110111) + '\066', ord("\x08")), nzTpIcepk0o8(chr(0b10 + 0o56) + '\x6f' + chr(51) + chr(0b10101 + 0o37) + '\064', 7441 - 7433), nzTpIcepk0o8('\x30' + '\157' + chr(50) + chr(50) + '\x31', 33057 - 33049), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110011) + chr(0b111 + 0o55) + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(1547 - 1499) + '\x6f' + chr(903 - 853) + '\060' + chr(48), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b1010 + 0o51) + chr(0b110011) + chr(0b110110), 0o10), nzTpIcepk0o8('\060' + chr(5063 - 4952) + chr(0b101110 + 0o11) + '\x35', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(49) + chr(0b110010) + chr(52), 4035 - 4027), nzTpIcepk0o8(chr(2127 - 2079) + chr(111) + chr(50) + '\x35' + chr(48), 0o10), nzTpIcepk0o8(chr(0b1111 + 0o41) + '\157' + '\x32' + '\x34' + chr(53), 8), nzTpIcepk0o8('\x30' + '\157' + chr(51) + chr(50), 0o10), nzTpIcepk0o8(chr(0b110 + 0o52) + chr(111) + '\061' + chr(0b101011 + 0o6) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\063' + chr(0b110001) + chr(0b110000), 0b1000), nzTpIcepk0o8('\060' + chr(0b101001 + 0o106) + chr(50) + chr(0b11010 + 0o30) + '\x33', 0o10), nzTpIcepk0o8('\060' + chr(0b1001110 + 0o41) + chr(0b10010 + 0o37) + chr(0b110100) + '\064', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(0b100111 + 0o12) + '\x32' + chr(49), 0o10), nzTpIcepk0o8(chr(820 - 772) + '\x6f' + chr(361 - 310) + chr(0b100111 + 0o15) + chr(0b110001), 8), nzTpIcepk0o8(chr(48) + chr(6654 - 6543) + chr(49) + chr(0b110000) + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b11 + 0o56) + chr(0b100010 + 0o16) + chr(0b110011 + 0o2), ord("\x08")), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(654 - 543) + chr(0b110010) + '\066', ord("\x08")), nzTpIcepk0o8(chr(0b10000 + 0o40) + '\x6f' + chr(0b110001) + chr(0b110 + 0o52) + chr(0b100001 + 0o24), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b1000 + 0o53) + '\063' + chr(0b10110 + 0o40), 8), nzTpIcepk0o8('\x30' + chr(0b10011 + 0o134) + chr(0b10001 + 0o42) + '\x30' + '\065', 38575 - 38567), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\061' + chr(0b100001 + 0o25) + '\064', 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + chr(6116 - 6005) + chr(0b1011 + 0o52) + chr(0b1100 + 0o44), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xcf'), chr(0b1100100) + chr(0b11100 + 0o111) + chr(0b1100011) + '\x6f' + chr(0b11000 + 0o114) + chr(0b1100101))(chr(7932 - 7815) + '\164' + chr(2878 - 2776) + chr(0b101101) + chr(0b110101 + 0o3)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def AnSUe4C7XcnC(dVamRRpm0eOX, qi1wipPVvEKd, NhmVKpPojqrn, KW0sEfjlgNpM, e4gR_JFL8_tC, Ln79tjAfkW3Z, r4zeu1khcH7g, kQ4qX8I6GVGJ, MU9dPvgnQdE0, F8LaVTjDyKEP, nKaEsZFj5AKq, iUYivoiUtGhn, yeLIHjdeJh9t, Rb9nsjAdIneG, KRG2X5z4owz9, QCL_Vu38RRxB):
OfjZ8lKMA2NA = (roI3spqORKae(ES5oEprVxulp(b'\x87\xe1\xe9\xdb\xaf\x9d\xc4\xdd\xe4\x19S\xda\x99'), chr(100) + chr(101) + chr(99) + chr(10054 - 9943) + chr(4097 - 3997) + chr(0b11001 + 0o114))(chr(10182 - 10065) + chr(0b10000 + 0o144) + chr(0b1100110) + chr(0b1110 + 0o37) + '\070') if e4gR_JFL8_tC else roI3spqORKae(ES5oEprVxulp(b'\x87\xe1\xe9\xdb\xaf\x9d\xc4\xdd\xe4'), chr(3576 - 3476) + chr(10111 - 10010) + chr(0b1100011) + '\157' + '\144' + '\145')(chr(117) + chr(0b1110100) + '\146' + '\055' + chr(0b101001 + 0o17))) if Rb9nsjAdIneG else nzTpIcepk0o8(chr(2105 - 2057) + '\157' + '\x30', 0o10)
_XdQFJpnzJor = {}
for (_9ve2uheHd6a, PVjcU1K_3aBJ) in roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b'\x95\xf1\xdb\xc6\xa0\x8c\xd7\xf6\xea5K\x92'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(1981 - 1881) + chr(0b1100101))(chr(117) + '\x74' + '\x66' + '\x2d' + '\070'))(NhmVKpPojqrn):
dVamRRpm0eOX(roI3spqORKae(ES5oEprVxulp(b'\xb1\xe0\xed\xdd\xab\x9d\xcc\xd4\xe6f\x05\xd0\xd42mlW\x97\xe5\x94\xe1\xaaT;\xc6\x8b4a'), chr(100) + chr(6228 - 6127) + chr(540 - 441) + '\x6f' + '\x64' + chr(0b1100101))(chr(12713 - 12596) + chr(116) + '\146' + chr(0b101101) + '\x38') % roI3spqORKae(_9ve2uheHd6a, roI3spqORKae(ES5oEprVxulp(b'\x88\xe3\xb9\xc0\x84\xa2\xc0\xdc\xe3wz\xc7'), chr(0b1100100) + chr(101) + '\143' + chr(12003 - 11892) + chr(0b1100100) + '\x65')(chr(0b1110101) + '\x74' + '\146' + chr(0b11100 + 0o21) + chr(1987 - 1931)))())
try:
_XdQFJpnzJor[_9ve2uheHd6a] = LdwMCYNfjs5y(PVjcU1K_3aBJ, KW0sEfjlgNpM[_9ve2uheHd6a], model_hemi=roI3spqORKae(ES5oEprVxulp(b'\x92\xeb\xe5'), chr(0b1011011 + 0o11) + '\145' + chr(8092 - 7993) + '\157' + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + '\164' + '\146' + chr(45) + chr(1877 - 1821)) if e4gR_JFL8_tC else _9ve2uheHd6a, polar_angle=roI3spqORKae(ES5oEprVxulp(b'\x91\xfd\xe4\xcc\xb8\xb0\xc4\xd4\xe6*E'), chr(0b10000 + 0o124) + chr(101) + '\143' + chr(0b1001111 + 0o40) + chr(9704 - 9604) + chr(0b1100010 + 0o3))(chr(117) + chr(116) + chr(0b1001100 + 0o32) + '\x2d' + chr(1185 - 1129)), eccentricity=roI3spqORKae(ES5oEprVxulp(b'\x84\xf1\xeb\xc8\xa4\x9b\xd7\xd3\xe2/T\xda'), chr(100) + '\145' + chr(0b100001 + 0o102) + chr(0b10000 + 0o137) + chr(0b1100100) + chr(101))('\x75' + '\164' + chr(0b1100110) + '\x2d' + chr(0b11100 + 0o34)), weight=roI3spqORKae(ES5oEprVxulp(b'\x96\xf7\xe1\xca\xa2\x9b'), chr(100) + chr(9369 - 9268) + chr(0b1100011) + chr(111) + '\144' + chr(0b1 + 0o144))(chr(0b1110101) + chr(10186 - 10070) + chr(0b1001100 + 0o32) + chr(0b101101) + chr(2811 - 2755)), weight_min=Ln79tjAfkW3Z, partial_voluming_correction=QCL_Vu38RRxB, field_sign_weight=yeLIHjdeJh9t, radius_weight=iUYivoiUtGhn, scale=r4zeu1khcH7g, prior=kQ4qX8I6GVGJ, resample=OfjZ8lKMA2NA, invert_rh_field_sign=KRG2X5z4owz9, max_steps=F8LaVTjDyKEP, max_step_size=nKaEsZFj5AKq, yield_imap=nzTpIcepk0o8('\x30' + chr(5319 - 5208) + chr(0b100101 + 0o14), 0o10))
except zfo2Sgkz3IVJ:
raise
return {roI3spqORKae(ES5oEprVxulp(b'\x93\xf7\xef\xc4\xb9\x9b\xd7\xdb\xf5/O\xcd\x87'), chr(0b11101 + 0o107) + chr(0b110010 + 0o63) + '\x63' + chr(0b1101111) + chr(0b110100 + 0o60) + chr(0b1100101))(chr(0b1110101) + chr(0b1010111 + 0o35) + '\146' + chr(0b11101 + 0o20) + chr(1878 - 1822)): roI3spqORKae(hFt7yOCw4gV2, roI3spqORKae(ES5oEprVxulp(b'\x91\xff\xe9\xdd'), chr(6036 - 5936) + chr(3293 - 3192) + chr(0b0 + 0o143) + chr(0b1101111) + chr(7177 - 7077) + '\x65')(chr(0b1110101) + chr(4650 - 4534) + chr(7337 - 7235) + chr(45) + chr(2736 - 2680)))(_XdQFJpnzJor)} |
noahbenson/neuropythy | neuropythy/commands/register_retinotopy.py | save_surface_files | def save_surface_files(note, error, registrations, subject,
no_surf_export, no_reg_export, surface_format, surface_path,
angle_tag, eccen_tag, label_tag, radius_tag, registration_name):
'''
save_surface_files is the calculator that saves the registration data out as surface files,
which are put back in the registration as the value 'surface_files'.
'''
if no_surf_export: return {'surface_files': ()}
surface_format = surface_format.lower()
# make an exporter for properties:
if surface_format in ['curv', 'morph', 'auto', 'automatic']:
def export(flnm, p):
fsio.write_morph_data(flnm, p)
return flnm
elif surface_format in ['mgh', 'mgz']:
def export(flnm, p):
flnm = flnm + '.' + surface_format
dt = np.int32 if np.issubdtype(p.dtype, np.dtype(int).type) else np.float32
img = fsmgh.MGHImage(np.asarray([[p]], dtype=dt), np.eye(4))
img.to_filename(flnm)
return flnm
elif surface_format in ['nifti', 'nii', 'niigz', 'nii.gz']:
surface_format = 'nii' if surface_format == 'nii' else 'nii.gz'
def export(flnm, p):
flnm = flnm + '.' + surface_format
dt = np.int32 if np.issubdtype(p.dtype, np.dtype(int).type) else np.float32
img = nib.Nifti1Image(np.asarray([[p]], dtype=dt), np.eye(4))
img.to_filename(flnm)
return flnm
else:
error('Could not understand surface file-format %s' % surface_format)
path = surface_path if surface_path else os.path.join(subject.path, 'surf')
files = []
note('Exporting files...')
for h in six.iterkeys(registrations):
hemi = subject.hemis[h]
reg = registrations[h]
note('Extracting %s predicted mesh...' % h.upper())
pmesh = reg['predicted_mesh']
for (pname,tag) in zip(['polar_angle', 'eccentricity', 'visual_area', 'radius'],
[angle_tag, eccen_tag, label_tag, radius_tag]):
flnm = export(os.path.join(path, h + '.' + tag), pmesh.prop(pname))
files.append(flnm)
# last do the registration itself
if registration_name and not no_reg_export:
flnm = os.path.join(path, h + '.' + registration_name + '.sphere.reg')
fsio.write_geometry(flnm, pmesh.coordinates.T, pmesh.tess.faces.T)
return {'surface_files': tuple(files)} | python | def save_surface_files(note, error, registrations, subject,
no_surf_export, no_reg_export, surface_format, surface_path,
angle_tag, eccen_tag, label_tag, radius_tag, registration_name):
'''
save_surface_files is the calculator that saves the registration data out as surface files,
which are put back in the registration as the value 'surface_files'.
'''
if no_surf_export: return {'surface_files': ()}
surface_format = surface_format.lower()
# make an exporter for properties:
if surface_format in ['curv', 'morph', 'auto', 'automatic']:
def export(flnm, p):
fsio.write_morph_data(flnm, p)
return flnm
elif surface_format in ['mgh', 'mgz']:
def export(flnm, p):
flnm = flnm + '.' + surface_format
dt = np.int32 if np.issubdtype(p.dtype, np.dtype(int).type) else np.float32
img = fsmgh.MGHImage(np.asarray([[p]], dtype=dt), np.eye(4))
img.to_filename(flnm)
return flnm
elif surface_format in ['nifti', 'nii', 'niigz', 'nii.gz']:
surface_format = 'nii' if surface_format == 'nii' else 'nii.gz'
def export(flnm, p):
flnm = flnm + '.' + surface_format
dt = np.int32 if np.issubdtype(p.dtype, np.dtype(int).type) else np.float32
img = nib.Nifti1Image(np.asarray([[p]], dtype=dt), np.eye(4))
img.to_filename(flnm)
return flnm
else:
error('Could not understand surface file-format %s' % surface_format)
path = surface_path if surface_path else os.path.join(subject.path, 'surf')
files = []
note('Exporting files...')
for h in six.iterkeys(registrations):
hemi = subject.hemis[h]
reg = registrations[h]
note('Extracting %s predicted mesh...' % h.upper())
pmesh = reg['predicted_mesh']
for (pname,tag) in zip(['polar_angle', 'eccentricity', 'visual_area', 'radius'],
[angle_tag, eccen_tag, label_tag, radius_tag]):
flnm = export(os.path.join(path, h + '.' + tag), pmesh.prop(pname))
files.append(flnm)
# last do the registration itself
if registration_name and not no_reg_export:
flnm = os.path.join(path, h + '.' + registration_name + '.sphere.reg')
fsio.write_geometry(flnm, pmesh.coordinates.T, pmesh.tess.faces.T)
return {'surface_files': tuple(files)} | [
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"... | save_surface_files is the calculator that saves the registration data out as surface files,
which are put back in the registration as the value 'surface_files'. | [
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/commands/register_retinotopy.py#L468-L515 | train | This function saves the data of the specified resource in the specified surface format to the specified path. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(2012 - 1964) + chr(0b1000001 + 0o56) + chr(0b10111 + 0o34) + '\x37' + chr(53), 49166 - 49158), nzTpIcepk0o8(chr(48) + '\x6f' + '\061' + '\060' + chr(54), 40725 - 40717), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110001) + chr(0b110110) + '\061', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + '\062' + '\x32' + chr(51), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x32' + chr(2487 - 2435) + chr(0b110100), 54094 - 54086), nzTpIcepk0o8('\x30' + '\x6f' + chr(1837 - 1785) + chr(0b110001), 0b1000), nzTpIcepk0o8('\x30' + chr(5370 - 5259) + chr(51) + chr(48) + chr(51), ord("\x08")), nzTpIcepk0o8(chr(0b101100 + 0o4) + '\x6f' + chr(0b110010) + chr(0b110001) + chr(0b110000), 41174 - 41166), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b10010 + 0o37) + '\064' + chr(0b1 + 0o57), 0b1000), nzTpIcepk0o8('\060' + '\157' + '\062' + chr(49) + '\061', 0o10), nzTpIcepk0o8(chr(1046 - 998) + chr(0b1101111) + '\x31' + chr(0b110001) + chr(1562 - 1508), 0o10), nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(0b1101111) + chr(49) + chr(54) + chr(1952 - 1898), 0o10), nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(0b110101 + 0o72) + chr(0b110010) + '\x34', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110100) + chr(792 - 742), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(49) + '\061' + '\062', 0o10), nzTpIcepk0o8(chr(48) + chr(0b110110 + 0o71) + '\x37' + '\x35', 55270 - 55262), nzTpIcepk0o8(chr(0b101111 + 0o1) + '\157' + chr(50) + chr(0b101 + 0o54), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + '\060' + chr(0b110000), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b1011 + 0o50) + chr(48) + chr(601 - 550), 8), nzTpIcepk0o8('\x30' + '\157' + chr(0b101010 + 0o7) + chr(54) + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(0b10001 + 0o37) + '\x6f' + chr(0b11010 + 0o31) + '\066' + chr(0b110100), 4367 - 4359), nzTpIcepk0o8('\x30' + chr(111) + '\x31' + '\062' + '\064', 59639 - 59631), nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(0b1101011 + 0o4) + chr(0b110100) + chr(49), 8), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110010) + '\062' + chr(0b10110 + 0o37), 0o10), nzTpIcepk0o8(chr(0b101001 + 0o7) + '\157' + chr(0b110101) + chr(48), 0b1000), nzTpIcepk0o8(chr(1206 - 1158) + chr(10654 - 10543) + chr(51) + chr(50) + chr(0b110011), 55521 - 55513), nzTpIcepk0o8('\060' + '\157' + chr(0b110001) + chr(53) + chr(0b100100 + 0o20), 0o10), nzTpIcepk0o8(chr(1387 - 1339) + chr(0b1101111) + chr(0b110001) + '\061' + chr(1051 - 1001), 8), nzTpIcepk0o8('\x30' + '\x6f' + '\x31' + chr(0b110010) + '\x32', 37517 - 37509), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(0b1101111) + chr(50) + chr(453 - 400) + chr(0b110100), 50939 - 50931), nzTpIcepk0o8(chr(48) + chr(0b101111 + 0o100) + chr(2140 - 2089) + chr(50) + chr(0b11111 + 0o23), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(49) + chr(0b1011 + 0o54) + chr(0b110001 + 0o5), 58270 - 58262), nzTpIcepk0o8('\x30' + chr(740 - 629) + '\065' + chr(0b110100 + 0o0), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110001) + chr(52), 29025 - 29017), nzTpIcepk0o8(chr(48) + chr(0b110001 + 0o76) + chr(0b110010) + chr(0b101110 + 0o6), 8), nzTpIcepk0o8(chr(0b110 + 0o52) + '\157' + '\061' + chr(228 - 177) + chr(0b1100 + 0o47), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(913 - 863) + chr(55) + '\x36', 50141 - 50133), nzTpIcepk0o8('\060' + '\x6f' + '\x35', 0o10), nzTpIcepk0o8(chr(0b101101 + 0o3) + '\x6f' + chr(0b110001) + chr(0b110000) + chr(0b110110), 8), nzTpIcepk0o8('\x30' + chr(11271 - 11160) + '\x31' + chr(54) + chr(2248 - 2195), 13525 - 13517)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b1 + 0o57) + chr(11346 - 11235) + '\065' + '\060', 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xd3'), chr(930 - 830) + chr(0b1100101) + chr(99) + '\157' + '\144' + '\145')(chr(117) + '\x74' + '\146' + chr(45) + chr(2841 - 2785)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def AyYxHgO1G4mf(dVamRRpm0eOX, qi1wipPVvEKd, JvA0deX2zd_h, NybBYFIJq0hU, aRXBFqJb75vx, WfgXffD0m4Y1, Yg0QCbEPGrXr, S_uPxPAQ_e9H, hyBff01_7scI, iLfF1rrVQFD5, vPaKXP8wpiOs, h1lEouE_4yWa, SlFm1IG3fCCe):
if aRXBFqJb75vx:
return {roI3spqORKae(ES5oEprVxulp(b'\x8e3\x03\xf5\xc5B\xa6\xd7\x06\xe0"\x13g'), chr(4032 - 3932) + '\x65' + chr(99) + chr(0b1011011 + 0o24) + chr(0b1000110 + 0o36) + chr(0b1100101))(chr(0b111111 + 0o66) + chr(116) + '\x66' + '\055' + chr(56)): ()}
Yg0QCbEPGrXr = Yg0QCbEPGrXr.Xn8ENWMZdIRt()
if Yg0QCbEPGrXr in [roI3spqORKae(ES5oEprVxulp(b'\x9e3\x03\xe5'), chr(100) + '\145' + chr(8840 - 8741) + chr(111) + chr(100) + chr(0b1001101 + 0o30))(chr(0b1110101) + chr(12739 - 12623) + chr(1620 - 1518) + chr(0b11000 + 0o25) + chr(1592 - 1536)), roI3spqORKae(ES5oEprVxulp(b'\x90)\x03\xe3\xcc'), chr(100) + chr(101) + chr(5929 - 5830) + chr(111) + chr(9767 - 9667) + '\145')(chr(0b1110101) + '\x74' + chr(1630 - 1528) + '\x2d' + chr(2315 - 2259)), roI3spqORKae(ES5oEprVxulp(b'\x9c3\x05\xfc'), chr(2784 - 2684) + '\x65' + chr(2905 - 2806) + chr(111) + chr(0b1100100) + '\x65')(chr(117) + chr(116) + chr(102) + '\x2d' + chr(2942 - 2886)), roI3spqORKae(ES5oEprVxulp(b'\x9c3\x05\xfc\xc9@\xb7\xe1\x03'), '\x64' + chr(4788 - 4687) + chr(0b11100 + 0o107) + chr(0b11110 + 0o121) + chr(0b1100100) + '\x65')('\165' + chr(0b11011 + 0o131) + chr(0b1100110) + chr(1784 - 1739) + chr(0b111000))]:
def oZCe0l70AFII(bfhbSh5_xEIs, fSdw5wwLo9MO):
roI3spqORKae(dVQW9ca40dlF, roI3spqORKae(ES5oEprVxulp(b'\x8a4\x18\xe7\xc1~\xae\xe7\x12\xf9&)pC>\\'), chr(100) + chr(0b1100101) + chr(6157 - 6058) + '\157' + chr(100) + '\x65')('\165' + chr(116) + chr(7245 - 7143) + chr(0b101101) + chr(0b111000)))(bfhbSh5_xEIs, fSdw5wwLo9MO)
return bfhbSh5_xEIs
elif Yg0QCbEPGrXr in [roI3spqORKae(ES5oEprVxulp(b'\x90!\x19'), '\144' + chr(101) + chr(9595 - 9496) + '\x6f' + '\144' + '\145')(chr(117) + chr(116) + chr(7857 - 7755) + '\055' + '\x38'), roI3spqORKae(ES5oEprVxulp(b'\x90!\x0b'), chr(0b100 + 0o140) + chr(7842 - 7741) + chr(0b11100 + 0o107) + '\157' + chr(100) + '\145')(chr(0b1000011 + 0o62) + '\x74' + chr(0b1100110) + chr(0b101101) + '\070')]:
def oZCe0l70AFII(bfhbSh5_xEIs, fSdw5wwLo9MO):
bfhbSh5_xEIs = bfhbSh5_xEIs + roI3spqORKae(ES5oEprVxulp(b'\xd3'), chr(853 - 753) + chr(6596 - 6495) + '\x63' + '\x6f' + chr(0b1100100) + '\x65')('\x75' + '\164' + chr(102) + chr(708 - 663) + '\x38') + Yg0QCbEPGrXr
Aj8t_xDa_j45 = nDF4gVNx0u9Q.int32 if nDF4gVNx0u9Q.issubdtype(fSdw5wwLo9MO.RcX9bbuOzh5L, nDF4gVNx0u9Q.dtype(nzTpIcepk0o8).MJ07XsN5uFgW) else nDF4gVNx0u9Q.float32
WFIlWkq70TG7 = Lwq6YlzwplPt.MGHImage(nDF4gVNx0u9Q.asarray([[fSdw5wwLo9MO]], dtype=Aj8t_xDa_j45), nDF4gVNx0u9Q.sWQ4p7UMdVY3(nzTpIcepk0o8('\x30' + '\x6f' + chr(712 - 660), ord("\x08"))))
roI3spqORKae(WFIlWkq70TG7, roI3spqORKae(ES5oEprVxulp(b'\x89).\xf5\xcdM\xa6\xe6\x01\xe4+'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(6206 - 6095) + chr(0b111100 + 0o50) + '\x65')('\165' + chr(8800 - 8684) + chr(0b110001 + 0o65) + chr(45) + chr(0b11011 + 0o35)))(bfhbSh5_xEIs)
return bfhbSh5_xEIs
elif Yg0QCbEPGrXr in [roI3spqORKae(ES5oEprVxulp(b'\x93/\x17\xe7\xcd'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(6658 - 6547) + chr(0b1100100) + '\145')(chr(1839 - 1722) + chr(0b110010 + 0o102) + chr(0b1100110) + chr(45) + '\x38'), roI3spqORKae(ES5oEprVxulp(b'\x93/\x18'), chr(100) + chr(2747 - 2646) + chr(0b1100011) + chr(111) + '\x64' + '\145')(chr(0b11001 + 0o134) + chr(116) + '\x66' + '\x2d' + '\070'), roI3spqORKae(ES5oEprVxulp(b'\x93/\x18\xf4\xde'), '\x64' + chr(0b1100101) + chr(0b1100011) + '\157' + chr(100) + chr(101))('\x75' + chr(0b1110001 + 0o3) + '\146' + '\055' + chr(1279 - 1223)), roI3spqORKae(ES5oEprVxulp(b'\x93/\x18\xbd\xc3['), '\144' + chr(476 - 375) + '\x63' + chr(111) + chr(0b1100 + 0o130) + chr(101))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(2196 - 2140))]:
Yg0QCbEPGrXr = roI3spqORKae(ES5oEprVxulp(b'\x93/\x18'), '\144' + '\x65' + '\x63' + chr(0b1011 + 0o144) + chr(6719 - 6619) + chr(0b110111 + 0o56))(chr(8686 - 8569) + '\164' + chr(0b101001 + 0o75) + '\055' + '\x38') if Yg0QCbEPGrXr == roI3spqORKae(ES5oEprVxulp(b'\x93/\x18'), '\144' + chr(4264 - 4163) + chr(99) + chr(7114 - 7003) + '\144' + '\x65')(chr(117) + chr(0b1100100 + 0o20) + chr(0b10000 + 0o126) + '\055' + '\x38') else roI3spqORKae(ES5oEprVxulp(b'\x93/\x18\xbd\xc3['), '\144' + '\145' + chr(0b1100011) + '\157' + '\x64' + chr(101))('\165' + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(0b111000))
def oZCe0l70AFII(bfhbSh5_xEIs, fSdw5wwLo9MO):
bfhbSh5_xEIs = bfhbSh5_xEIs + roI3spqORKae(ES5oEprVxulp(b'\xd3'), '\144' + '\145' + chr(0b1100011) + chr(0b1101111) + chr(9532 - 9432) + '\x65')(chr(117) + chr(116) + '\x66' + chr(45) + chr(0b111000)) + Yg0QCbEPGrXr
Aj8t_xDa_j45 = nDF4gVNx0u9Q.int32 if nDF4gVNx0u9Q.issubdtype(fSdw5wwLo9MO.RcX9bbuOzh5L, nDF4gVNx0u9Q.dtype(nzTpIcepk0o8).MJ07XsN5uFgW) else nDF4gVNx0u9Q.float32
WFIlWkq70TG7 = MoLuvA7elgUz.Nifti1Image(nDF4gVNx0u9Q.asarray([[fSdw5wwLo9MO]], dtype=Aj8t_xDa_j45), nDF4gVNx0u9Q.sWQ4p7UMdVY3(nzTpIcepk0o8(chr(0b100010 + 0o16) + '\x6f' + chr(1982 - 1930), 8)))
roI3spqORKae(WFIlWkq70TG7, roI3spqORKae(ES5oEprVxulp(b'\x89).\xf5\xcdM\xa6\xe6\x01\xe4+'), '\x64' + chr(7915 - 7814) + chr(0b10010 + 0o121) + '\x6f' + chr(0b1101 + 0o127) + chr(0b101 + 0o140))(chr(0b1001110 + 0o47) + '\164' + '\x66' + '\055' + chr(1884 - 1828)))(bfhbSh5_xEIs)
return bfhbSh5_xEIs
else:
qi1wipPVvEKd(roI3spqORKae(ES5oEprVxulp(b"\xbe)\x04\xff\xc0\x01\xad\xe7\x14\xa9;\x18pG8Ne\xa1\xad\x10\xd4'T\xe7N\xb2\x0f/r\xca\xbb\x12I!r4\xcch'\x01\xddc\x02"), chr(100) + '\145' + chr(7255 - 7156) + chr(0b1101111) + '\144' + chr(6139 - 6038))(chr(0b1001 + 0o154) + chr(0b1010011 + 0o41) + '\x66' + chr(154 - 109) + chr(1721 - 1665)) % Yg0QCbEPGrXr)
_pSYqrosNb95 = S_uPxPAQ_e9H if S_uPxPAQ_e9H else aHUqKstZLeS6.path.Y4yM9BcfTCNq(NybBYFIJq0hU._pSYqrosNb95, roI3spqORKae(ES5oEprVxulp(b'\x8e3\x03\xf5'), '\x64' + chr(0b10011 + 0o122) + chr(6721 - 6622) + chr(0b110001 + 0o76) + chr(100) + '\x65')(chr(0b1110101) + chr(116) + chr(102) + '\x2d' + chr(56)))
wR5_YWECjaY7 = []
dVamRRpm0eOX(roI3spqORKae(ES5oEprVxulp(b'\xb8>\x01\xfc\xd6U\xaa\xe6\x07\xa9(\x1fxG9\x13?\xee'), chr(2635 - 2535) + chr(0b100000 + 0o105) + '\143' + chr(0b10010 + 0o135) + chr(8476 - 8376) + '\x65')(chr(0b111100 + 0o71) + chr(0b1110100) + chr(102) + chr(0b101101) + '\070'))
for _9ve2uheHd6a in roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b'\x942\x14\xe1\xcfD\xba\xfb'), chr(1236 - 1136) + '\x65' + chr(0b11 + 0o140) + '\157' + chr(0b1001111 + 0o25) + '\145')(chr(0b1001011 + 0o52) + chr(4018 - 3902) + '\146' + '\055' + chr(0b111000)))(JvA0deX2zd_h):
nRSX3HCpSIw0 = NybBYFIJq0hU.hemis[_9ve2uheHd6a]
K1GS0HcvMBFJ = JvA0deX2zd_h[_9ve2uheHd6a]
dVamRRpm0eOX(roI3spqORKae(ES5oEprVxulp(b'\xb8>\x05\xe1\xc5B\xb7\xe1\x0e\xeenSg\x02:Ot\xa4\xaa\x17\x801E\xb5E\xb6\x1f"|\x82\xfc'), chr(8505 - 8405) + '\145' + chr(0b1100011) + chr(11475 - 11364) + chr(0b1100100) + chr(0b1100001 + 0o4))(chr(0b1110101) + chr(0b111101 + 0o67) + chr(0b1100110) + '\055' + chr(0b111000)) % roI3spqORKae(_9ve2uheHd6a, roI3spqORKae(ES5oEprVxulp(b'\x947@\xfe\xeal\xa6\xee\x02\xb8\x14\x12'), chr(0b1100100) + '\145' + chr(0b101001 + 0o72) + chr(0b1101111) + chr(4535 - 4435) + '\145')(chr(117) + chr(0b10 + 0o162) + '\146' + chr(0b1001 + 0o44) + chr(56)))())
BmFxJV4xVvJI = K1GS0HcvMBFJ[roI3spqORKae(ES5oEprVxulp(b'\x8d4\x14\xf7\xcdB\xb7\xed\x04\xd6#\x13gJ'), chr(100) + chr(101) + chr(0b1100011) + '\157' + '\144' + chr(4535 - 4434))(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(0b101101) + chr(56))]
for (PBnpQrxuz6xP, A0gVABhHjc3L) in TxMFWa_Xzviv([roI3spqORKae(ES5oEprVxulp(b'\x8d)\x1d\xf2\xd6~\xa2\xe6\x07\xe5+'), chr(0b110010 + 0o62) + chr(8861 - 8760) + '\x63' + chr(0b1101111) + chr(0b11101 + 0o107) + '\145')(chr(117) + chr(0b1110001 + 0o3) + chr(0b1100110) + chr(0b101101) + chr(2576 - 2520)), roI3spqORKae(ES5oEprVxulp(b'\x98%\x12\xf6\xcaU\xb1\xe1\x03\xe0:\x0f'), chr(6117 - 6017) + '\x65' + chr(99) + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(10532 - 10415) + '\164' + '\x66' + chr(0b101000 + 0o5) + '\070'), roI3spqORKae(ES5oEprVxulp(b'\x8b/\x02\xe6\xc5M\x9c\xe9\x12\xec/'), chr(0b1100100) + chr(101) + '\143' + chr(0b10101 + 0o132) + '\x64' + chr(0b111101 + 0o50))(chr(117) + '\164' + chr(8753 - 8651) + chr(0b10110 + 0o27) + '\x38'), roI3spqORKae(ES5oEprVxulp(b"\x8f'\x15\xfa\xd1R"), chr(100) + '\x65' + chr(99) + chr(0b1101111) + '\x64' + '\145')('\165' + '\x74' + chr(0b1100110) + '\x2d' + chr(2228 - 2172))], [hyBff01_7scI, iLfF1rrVQFD5, vPaKXP8wpiOs, h1lEouE_4yWa]):
bfhbSh5_xEIs = oZCe0l70AFII(aHUqKstZLeS6.path.Y4yM9BcfTCNq(_pSYqrosNb95, _9ve2uheHd6a + roI3spqORKae(ES5oEprVxulp(b'\xd3'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(0b1010111 + 0o15) + '\145')(chr(158 - 41) + chr(7236 - 7120) + chr(0b1100110) + '\055' + chr(0b111000)) + A0gVABhHjc3L), BmFxJV4xVvJI.prop(PBnpQrxuz6xP))
roI3spqORKae(wR5_YWECjaY7, roI3spqORKae(ES5oEprVxulp(b'\xb5\x12"\xa7\xdcF\x84\xe7\n\xe6\x1bC'), '\x64' + chr(0b1100101) + chr(99) + chr(111) + chr(4911 - 4811) + chr(0b110111 + 0o56))(chr(0b10110 + 0o137) + '\164' + chr(0b10101 + 0o121) + '\055' + chr(0b111000)))(bfhbSh5_xEIs)
if SlFm1IG3fCCe and (not WfgXffD0m4Y1):
bfhbSh5_xEIs = aHUqKstZLeS6.path.Y4yM9BcfTCNq(_pSYqrosNb95, _9ve2uheHd6a + roI3spqORKae(ES5oEprVxulp(b'\xd3'), chr(0b1100100) + chr(0b1100101) + chr(2002 - 1903) + chr(111) + '\x64' + '\x65')(chr(1575 - 1458) + '\x74' + '\x66' + '\x2d' + '\070') + SlFm1IG3fCCe + roI3spqORKae(ES5oEprVxulp(b'\xd35\x01\xfb\xc1S\xa6\xa6\x12\xec)'), chr(7506 - 7406) + chr(1247 - 1146) + '\143' + chr(0b1101111) + chr(8486 - 8386) + chr(0b0 + 0o145))(chr(0b1110101) + chr(116) + '\x66' + chr(0b101101) + chr(0b101011 + 0o15)))
roI3spqORKae(dVQW9ca40dlF, roI3spqORKae(ES5oEprVxulp(b'\x8a4\x18\xe7\xc1~\xa4\xed\x0f\xe4+\x02f['), chr(0b1100100) + '\145' + '\143' + chr(11797 - 11686) + chr(100) + chr(101))(chr(3541 - 3424) + chr(0b1110100) + '\146' + chr(0b101101) + '\070'))(bfhbSh5_xEIs, roI3spqORKae(BmFxJV4xVvJI.coordinates, roI3spqORKae(ES5oEprVxulp(b'\x957G\xcb\xe1\x15\x9c\xc6\x08\xedx$'), chr(100) + chr(9808 - 9707) + '\143' + '\157' + '\144' + chr(0b1011001 + 0o14))(chr(117) + chr(116) + '\146' + chr(45) + chr(56))), roI3spqORKae(BmFxJV4xVvJI.tess.faces, roI3spqORKae(ES5oEprVxulp(b'\x957G\xcb\xe1\x15\x9c\xc6\x08\xedx$'), chr(0b1100100) + chr(2194 - 2093) + chr(0b1100011) + chr(0b1100100 + 0o13) + '\144' + '\145')(chr(117) + chr(3117 - 3001) + '\146' + chr(0b101101) + '\x38')))
return {roI3spqORKae(ES5oEprVxulp(b'\x8e3\x03\xf5\xc5B\xa6\xd7\x06\xe0"\x13g'), chr(4671 - 4571) + chr(0b1011010 + 0o13) + '\x63' + chr(0b1101111) + '\144' + '\145')(chr(0b110 + 0o157) + '\x74' + chr(6219 - 6117) + chr(1857 - 1812) + '\070'): nfNqtJL5aRaY(wR5_YWECjaY7)} |
noahbenson/neuropythy | neuropythy/commands/register_retinotopy.py | save_volume_files | def save_volume_files(note, error, registrations, subject,
no_vol_export, volume_format, volume_path,
angle_tag, eccen_tag, label_tag, radius_tag):
'''
save_volume_files is the calculator that saves the registration data out as volume files,
which are put back in the registration as the value 'volume_files'.
'''
if no_vol_export: return {'volume_files': ()}
volume_format = volume_format.lower()
# make an exporter for properties:
if volume_format in ['mgh', 'mgz', 'auto', 'automatic', 'default']:
volume_format = 'mgh' if volume_format == 'mgh' else 'mgz'
def export(flnm, d):
flnm = flnm + '.' + volume_format
dt = np.int32 if np.issubdtype(d.dtype, np.dtype(int).type) else np.float32
img = fsmgh.MGHImage(np.asarray(d, dtype=dt), subject.voxel_to_native_matrix)
img.to_filename(flnm)
return flnm
elif volume_format in ['nifti', 'nii', 'niigz', 'nii.gz']:
volume_format = 'nii' if volume_format == 'nii' else 'nii.gz'
def export(flnm, p):
flnm = flnm + '.' + volume_format
dt = np.int32 if np.issubdtype(p.dtype, np.dtype(int).type) else np.float32
img = nib.Nifti1Image(np.asarray(p, dtype=dt), subject.voxel_to_native_matrix)
img.to_filename(flnm)
return flnm
else:
error('Could not understand volume file-format %s' % volume_format)
path = volume_path if volume_path else os.path.join(subject.path, 'mri')
files = []
note('Extracting predicted meshes for volume export...')
hemis = [registrations[h]['predicted_mesh'] if h in registrations else None
for h in ['lh', 'rh']]
for (pname,tag) in zip(['polar_angle', 'eccentricity', 'visual_area', 'radius'],
[angle_tag, eccen_tag, label_tag, radius_tag]):
# we have to make the volume first...
dat = tuple([None if h is None else h.prop(pname) for h in hemis])
(mtd,dt) = ('nearest',np.int32) if pname == 'visual_area' else ('linear',np.float32)
note('Constructing %s image...' % pname)
img = subject.cortex_to_image(dat, method=mtd, dtype=dt)
flnm = export(os.path.join(path, tag), img)
files.append(flnm)
return {'volume_files': tuple(files)} | python | def save_volume_files(note, error, registrations, subject,
no_vol_export, volume_format, volume_path,
angle_tag, eccen_tag, label_tag, radius_tag):
'''
save_volume_files is the calculator that saves the registration data out as volume files,
which are put back in the registration as the value 'volume_files'.
'''
if no_vol_export: return {'volume_files': ()}
volume_format = volume_format.lower()
# make an exporter for properties:
if volume_format in ['mgh', 'mgz', 'auto', 'automatic', 'default']:
volume_format = 'mgh' if volume_format == 'mgh' else 'mgz'
def export(flnm, d):
flnm = flnm + '.' + volume_format
dt = np.int32 if np.issubdtype(d.dtype, np.dtype(int).type) else np.float32
img = fsmgh.MGHImage(np.asarray(d, dtype=dt), subject.voxel_to_native_matrix)
img.to_filename(flnm)
return flnm
elif volume_format in ['nifti', 'nii', 'niigz', 'nii.gz']:
volume_format = 'nii' if volume_format == 'nii' else 'nii.gz'
def export(flnm, p):
flnm = flnm + '.' + volume_format
dt = np.int32 if np.issubdtype(p.dtype, np.dtype(int).type) else np.float32
img = nib.Nifti1Image(np.asarray(p, dtype=dt), subject.voxel_to_native_matrix)
img.to_filename(flnm)
return flnm
else:
error('Could not understand volume file-format %s' % volume_format)
path = volume_path if volume_path else os.path.join(subject.path, 'mri')
files = []
note('Extracting predicted meshes for volume export...')
hemis = [registrations[h]['predicted_mesh'] if h in registrations else None
for h in ['lh', 'rh']]
for (pname,tag) in zip(['polar_angle', 'eccentricity', 'visual_area', 'radius'],
[angle_tag, eccen_tag, label_tag, radius_tag]):
# we have to make the volume first...
dat = tuple([None if h is None else h.prop(pname) for h in hemis])
(mtd,dt) = ('nearest',np.int32) if pname == 'visual_area' else ('linear',np.float32)
note('Constructing %s image...' % pname)
img = subject.cortex_to_image(dat, method=mtd, dtype=dt)
flnm = export(os.path.join(path, tag), img)
files.append(flnm)
return {'volume_files': tuple(files)} | [
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] | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/commands/register_retinotopy.py#L517-L559 | train | Save the registration data to the specified volume files. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + chr(111) + '\x32' + chr(0b11111 + 0o30) + chr(0b10111 + 0o36), ord("\x08")), nzTpIcepk0o8(chr(1899 - 1851) + chr(0b10101 + 0o132) + '\065' + chr(55), 0b1000), nzTpIcepk0o8(chr(0b11011 + 0o25) + '\157' + chr(408 - 357) + chr(0b110111) + '\x36', ord("\x08")), nzTpIcepk0o8(chr(1187 - 1139) + chr(8720 - 8609) + chr(1130 - 1079) + '\067' + chr(1761 - 1713), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(1092 - 1043) + chr(0b110010) + chr(53), 0b1000), nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(0b1101000 + 0o7) + '\063' + chr(2086 - 2034) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(2022 - 1974) + '\157' + '\x31' + '\x35' + chr(0b110000), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(0b10000 + 0o41) + '\x30', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110011) + chr(55) + chr(2654 - 2600), 8), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001) + chr(616 - 566), 42817 - 42809), nzTpIcepk0o8('\060' + chr(0b1000 + 0o147) + chr(1888 - 1839) + chr(1823 - 1770) + chr(51), ord("\x08")), nzTpIcepk0o8(chr(0b100001 + 0o17) + chr(7623 - 7512) + chr(0b110010) + '\x32' + '\063', ord("\x08")), nzTpIcepk0o8('\060' + chr(731 - 620) + chr(0b110011) + '\064' + chr(53), 57084 - 57076), nzTpIcepk0o8(chr(0b101 + 0o53) + chr(8168 - 8057) + chr(786 - 735) + chr(2460 - 2408) + chr(0b11110 + 0o23), 8), nzTpIcepk0o8('\060' + chr(0b101110 + 0o101) + '\061' + chr(0b100101 + 0o22) + '\x31', 60449 - 60441), nzTpIcepk0o8('\x30' + '\157' + '\x33' + chr(2975 - 2920) + '\061', 21293 - 21285), nzTpIcepk0o8(chr(1446 - 1398) + chr(111) + '\062' + chr(50) + '\067', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b101100 + 0o103) + '\x31' + chr(0b111 + 0o57) + chr(52), 0o10), nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(11773 - 11662) + chr(0b10100 + 0o35) + '\x33', 0o10), nzTpIcepk0o8('\x30' + chr(4570 - 4459) + chr(1420 - 1369) + chr(0b100111 + 0o13) + '\x31', 0b1000), nzTpIcepk0o8(chr(0b100111 + 0o11) + '\x6f' + chr(2220 - 2171) + chr(0b11011 + 0o31) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x31' + '\x30' + chr(55), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b11 + 0o60) + chr(0b110001) + '\x32', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b110001 + 0o76) + chr(0b11101 + 0o25) + '\062' + chr(0b110010), 0o10), nzTpIcepk0o8(chr(0b100010 + 0o16) + '\x6f' + chr(51) + chr(53), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\063' + '\x32' + '\062', 18299 - 18291), nzTpIcepk0o8('\060' + chr(0b1000100 + 0o53) + chr(51) + chr(49) + chr(0b110110), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\067' + '\064', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b1000 + 0o51) + '\063' + chr(0b10101 + 0o33), 0b1000), nzTpIcepk0o8('\060' + chr(8255 - 8144) + '\x32' + chr(1671 - 1621) + chr(53), 29560 - 29552), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b1100 + 0o46) + chr(50) + '\066', 0o10), nzTpIcepk0o8('\060' + chr(0b1000000 + 0o57) + chr(909 - 858) + '\x35', 8), nzTpIcepk0o8(chr(1035 - 987) + chr(111) + chr(51) + chr(48) + chr(0b10 + 0o65), 0b1000), nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(0b1101111) + '\x32' + chr(486 - 433) + '\x35', 31432 - 31424), nzTpIcepk0o8(chr(0b100101 + 0o13) + '\x6f' + '\061' + chr(0b1001 + 0o53) + chr(54), 0b1000), nzTpIcepk0o8(chr(48) + chr(218 - 107) + chr(0b100010 + 0o21) + '\063' + '\062', 0o10), nzTpIcepk0o8(chr(0b110 + 0o52) + '\157' + chr(0b10100 + 0o37) + chr(0b110001) + chr(0b1111 + 0o46), ord("\x08")), nzTpIcepk0o8(chr(412 - 364) + chr(6179 - 6068) + chr(0b110110) + '\063', 3414 - 3406), nzTpIcepk0o8('\x30' + chr(12109 - 11998) + chr(902 - 851) + chr(572 - 518) + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\062' + chr(48) + '\061', 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b101010 + 0o6) + '\x6f' + chr(0b10001 + 0o44) + chr(1571 - 1523), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x93'), chr(0b1100100) + chr(8511 - 8410) + '\143' + chr(0b1101111) + chr(3196 - 3096) + chr(0b11 + 0o142))(chr(12985 - 12868) + chr(0b10111 + 0o135) + '\146' + chr(0b101101) + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def npUETln62Y1Z(dVamRRpm0eOX, qi1wipPVvEKd, JvA0deX2zd_h, NybBYFIJq0hU, PQ780lPG6VDd, xbuqLrtaaVQ5, WYVhEQwUcEDI, hyBff01_7scI, iLfF1rrVQFD5, vPaKXP8wpiOs, h1lEouE_4yWa):
if PQ780lPG6VDd:
return {roI3spqORKae(ES5oEprVxulp(b'\xcb@\x92\x8d8\x847n\x97f\x0e\xe0'), '\x64' + '\145' + chr(5867 - 5768) + '\157' + '\144' + '\145')(chr(0b111101 + 0o70) + '\164' + chr(9282 - 9180) + chr(1464 - 1419) + chr(0b110001 + 0o7)): ()}
xbuqLrtaaVQ5 = xbuqLrtaaVQ5.Xn8ENWMZdIRt()
if xbuqLrtaaVQ5 in [roI3spqORKae(ES5oEprVxulp(b'\xd0H\x96'), '\x64' + chr(0b100110 + 0o77) + '\x63' + '\x6f' + chr(100) + chr(101))('\x75' + chr(0b11000 + 0o134) + '\x66' + chr(0b101101) + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\xd0H\x84'), chr(1771 - 1671) + chr(101) + chr(0b1100011) + '\157' + '\144' + chr(101))('\x75' + chr(924 - 808) + '\x66' + '\x2d' + '\070'), roI3spqORKae(ES5oEprVxulp(b'\xdcZ\x8a\x97'), chr(0b1100100) + '\145' + chr(99) + chr(111) + '\144' + '\145')(chr(13208 - 13091) + '\x74' + '\x66' + chr(45) + '\070'), roI3spqORKae(ES5oEprVxulp(b'\xdcZ\x8a\x978\x80\x1ca\x9d'), '\144' + '\x65' + '\143' + chr(111) + '\x64' + '\x65')(chr(0b1001000 + 0o55) + chr(116) + '\146' + chr(1873 - 1828) + '\070'), roI3spqORKae(ES5oEprVxulp(b'\xd9J\x98\x99 \x8d\x1c'), '\x64' + '\145' + chr(99) + chr(0b1101111) + '\x64' + chr(101))(chr(0b100 + 0o161) + chr(10031 - 9915) + '\x66' + '\055' + chr(0b111000))]:
xbuqLrtaaVQ5 = roI3spqORKae(ES5oEprVxulp(b'\xd0H\x96'), chr(0b1100100) + chr(371 - 270) + '\x63' + chr(0b10011 + 0o134) + chr(0b1100100) + chr(0b1100101))('\165' + '\x74' + chr(102) + chr(45) + chr(0b1010 + 0o56)) if xbuqLrtaaVQ5 == roI3spqORKae(ES5oEprVxulp(b'\xd0H\x96'), '\144' + chr(0b1100101) + chr(99) + chr(0b11110 + 0o121) + '\x64' + chr(101))('\x75' + chr(116) + '\146' + chr(1145 - 1100) + '\x38') else roI3spqORKae(ES5oEprVxulp(b'\xd0H\x84'), '\x64' + chr(4678 - 4577) + chr(0b1100011) + chr(5306 - 5195) + chr(7785 - 7685) + chr(101))('\165' + '\164' + chr(0b1100110) + chr(0b101101) + '\x38')
def oZCe0l70AFII(bfhbSh5_xEIs, vPPlOXQgR3SM):
bfhbSh5_xEIs = bfhbSh5_xEIs + roI3spqORKae(ES5oEprVxulp(b'\x93'), '\x64' + '\145' + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(0b1100101))('\x75' + chr(0b1110100) + chr(102) + chr(1379 - 1334) + chr(2929 - 2873)) + xbuqLrtaaVQ5
Aj8t_xDa_j45 = nDF4gVNx0u9Q.int32 if nDF4gVNx0u9Q.issubdtype(vPPlOXQgR3SM.RcX9bbuOzh5L, nDF4gVNx0u9Q.dtype(nzTpIcepk0o8).MJ07XsN5uFgW) else nDF4gVNx0u9Q.float32
WFIlWkq70TG7 = Lwq6YlzwplPt.MGHImage(nDF4gVNx0u9Q.asarray(vPPlOXQgR3SM, dtype=Aj8t_xDa_j45), NybBYFIJq0hU.voxel_to_native_matrix)
roI3spqORKae(WFIlWkq70TG7, roI3spqORKae(ES5oEprVxulp(b'\xc9@\xa1\x9e<\x8d\rf\x9fg\x0e'), chr(0b1100100) + chr(1295 - 1194) + '\x63' + '\157' + chr(0b10011 + 0o121) + chr(2126 - 2025))(chr(0b1110101) + '\164' + '\146' + '\055' + chr(56)))(bfhbSh5_xEIs)
return bfhbSh5_xEIs
elif xbuqLrtaaVQ5 in [roI3spqORKae(ES5oEprVxulp(b'\xd3F\x98\x8c<'), chr(0b1100100) + chr(0b100100 + 0o101) + chr(0b1100011) + chr(111) + chr(0b100 + 0o140) + chr(0b1100011 + 0o2))(chr(0b1110101) + chr(0b1110100) + '\x66' + '\055' + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'\xd3F\x97'), '\144' + chr(9387 - 9286) + '\x63' + '\157' + '\144' + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(1294 - 1192) + chr(0b101101) + '\x38'), roI3spqORKae(ES5oEprVxulp(b'\xd3F\x97\x9f/'), chr(100) + chr(0b1000010 + 0o43) + '\x63' + chr(111) + '\x64' + chr(101))('\165' + chr(0b10 + 0o162) + '\146' + '\055' + '\x38'), roI3spqORKae(ES5oEprVxulp(b'\xd3F\x97\xd62\x9b'), chr(100) + '\x65' + '\x63' + '\157' + chr(5044 - 4944) + '\x65')(chr(11650 - 11533) + '\164' + chr(0b111011 + 0o53) + chr(0b10000 + 0o35) + '\070')]:
xbuqLrtaaVQ5 = roI3spqORKae(ES5oEprVxulp(b'\xd3F\x97'), chr(3054 - 2954) + '\x65' + chr(0b1000 + 0o133) + '\157' + '\x64' + '\x65')(chr(0b1110101) + chr(9626 - 9510) + '\x66' + '\x2d' + chr(0b111000)) if xbuqLrtaaVQ5 == roI3spqORKae(ES5oEprVxulp(b'\xd3F\x97'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(0b1000001 + 0o56) + chr(0b111010 + 0o52) + chr(9089 - 8988))(chr(3511 - 3394) + chr(0b1101 + 0o147) + '\146' + '\x2d' + chr(56)) else roI3spqORKae(ES5oEprVxulp(b'\xd3F\x97\xd62\x9b'), '\144' + '\x65' + '\143' + chr(111) + '\x64' + chr(7707 - 7606))(chr(12487 - 12370) + chr(0b111010 + 0o72) + '\x66' + chr(0b10100 + 0o31) + '\070')
def oZCe0l70AFII(bfhbSh5_xEIs, fSdw5wwLo9MO):
bfhbSh5_xEIs = bfhbSh5_xEIs + roI3spqORKae(ES5oEprVxulp(b'\x93'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(9963 - 9852) + chr(0b1100100) + chr(101))(chr(117) + chr(0b1101 + 0o147) + chr(0b1000110 + 0o40) + chr(0b10001 + 0o34) + chr(0b10010 + 0o46)) + xbuqLrtaaVQ5
Aj8t_xDa_j45 = nDF4gVNx0u9Q.int32 if nDF4gVNx0u9Q.issubdtype(fSdw5wwLo9MO.RcX9bbuOzh5L, nDF4gVNx0u9Q.dtype(nzTpIcepk0o8).MJ07XsN5uFgW) else nDF4gVNx0u9Q.float32
WFIlWkq70TG7 = MoLuvA7elgUz.Nifti1Image(nDF4gVNx0u9Q.asarray(fSdw5wwLo9MO, dtype=Aj8t_xDa_j45), NybBYFIJq0hU.voxel_to_native_matrix)
roI3spqORKae(WFIlWkq70TG7, roI3spqORKae(ES5oEprVxulp(b'\xc9@\xa1\x9e<\x8d\rf\x9fg\x0e'), chr(0b1100100) + chr(101) + '\x63' + chr(0b111001 + 0o66) + chr(0b11011 + 0o111) + '\x65')(chr(3254 - 3137) + chr(0b1110100) + chr(0b1100110) + chr(0b100001 + 0o14) + chr(56)))(bfhbSh5_xEIs)
return bfhbSh5_xEIs
else:
qi1wipPVvEKd(roI3spqORKae(ES5oEprVxulp(b'\xfe@\x8b\x941\xc1\x06g\x8a*\x1e\xfd\x81\x84\x0b\x8a\xe3\x15e\xb5G1\xa5\xfeh\xbf\xab\x1c>\xfc\xfax\xea\xcb\t\xa8\xa0R\x86\xa1\x98\\'), '\x64' + chr(101) + chr(0b1100011) + '\157' + '\x64' + chr(2386 - 2285))('\x75' + chr(0b101001 + 0o113) + chr(9124 - 9022) + chr(45) + chr(0b111000 + 0o0)) % xbuqLrtaaVQ5)
_pSYqrosNb95 = WYVhEQwUcEDI if WYVhEQwUcEDI else aHUqKstZLeS6.path.Y4yM9BcfTCNq(NybBYFIJq0hU._pSYqrosNb95, roI3spqORKae(ES5oEprVxulp(b'\xd0]\x97'), chr(0b100100 + 0o100) + '\145' + chr(0b1100 + 0o127) + chr(0b1101111) + chr(0b10010 + 0o122) + chr(0b1100101))('\x75' + chr(0b11 + 0o161) + chr(0b110000 + 0o66) + '\055' + '\070'))
wR5_YWECjaY7 = []
dVamRRpm0eOX(roI3spqORKae(ES5oEprVxulp(b'\xf8W\x8a\x8a4\x82\x1ca\x90mK\xe3\x97\x84\x1d\x90\xf4\x00n\xb5G*\xaf\xe1u\xb7\xbd\x1c>\xfa\xe4=\xb1\xc2\n\xaf\xa0V\xd2\xe4\xc5_\x91\x8a!\xcfF&'), '\144' + chr(0b1100100 + 0o1) + chr(0b101010 + 0o71) + '\157' + chr(1175 - 1075) + '\x65')(chr(0b1110101) + chr(0b1000001 + 0o63) + chr(0b1100110) + '\055' + chr(0b111000)))
Q59m8Szf27_x = [JvA0deX2zd_h[_9ve2uheHd6a][roI3spqORKae(ES5oEprVxulp(b'\xcd]\x9b\x9c<\x82\x1cm\x9aU\x06\xf6\x96\x89'), '\144' + chr(101) + '\143' + chr(111) + chr(0b1100100) + chr(101))(chr(978 - 861) + chr(116) + '\x66' + chr(0b100 + 0o51) + chr(2986 - 2930))] if _9ve2uheHd6a in JvA0deX2zd_h else None for _9ve2uheHd6a in [roI3spqORKae(ES5oEprVxulp(b'\xd1G'), chr(100) + chr(0b1100101) + chr(99) + chr(0b100110 + 0o111) + chr(0b1100100) + chr(0b10111 + 0o116))(chr(0b1110101) + '\164' + chr(102) + '\055' + chr(2407 - 2351)), roI3spqORKae(ES5oEprVxulp(b'\xcfG'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(5827 - 5727) + '\x65')(chr(117) + chr(0b110 + 0o156) + chr(102) + chr(45) + '\x38')]]
for (PBnpQrxuz6xP, A0gVABhHjc3L) in TxMFWa_Xzviv([roI3spqORKae(ES5oEprVxulp(b"\xcd@\x92\x99'\xbe\tf\x99f\x0e"), '\144' + chr(101) + '\x63' + '\x6f' + '\144' + chr(0b1010000 + 0o25))('\165' + chr(0b1001000 + 0o54) + chr(0b10000 + 0o126) + chr(0b101101) + '\070'), roI3spqORKae(ES5oEprVxulp(b'\xd8L\x9d\x9d;\x95\x1aa\x9dc\x1f\xea'), chr(4970 - 4870) + chr(0b1100101) + chr(6605 - 6506) + chr(9021 - 8910) + chr(100) + '\145')(chr(0b1110101) + chr(3426 - 3310) + chr(0b1100110) + chr(0b101101) + chr(0b11 + 0o65)), roI3spqORKae(ES5oEprVxulp(b'\xcbF\x8d\x8d4\x8d7i\x8co\n'), chr(100) + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(100) + chr(101))(chr(8225 - 8108) + chr(116) + chr(0b110 + 0o140) + chr(197 - 152) + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'\xcfN\x9a\x91 \x92'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(0b1000110 + 0o51) + chr(6124 - 6024) + '\145')(chr(7053 - 6936) + chr(0b1110100) + '\x66' + '\x2d' + chr(0b101111 + 0o11))], [hyBff01_7scI, iLfF1rrVQFD5, vPaKXP8wpiOs, h1lEouE_4yWa]):
LMcCiF4czwpp = nfNqtJL5aRaY([None if _9ve2uheHd6a is None else _9ve2uheHd6a.prop(PBnpQrxuz6xP) for _9ve2uheHd6a in Q59m8Szf27_x])
(GIWk_9g6D3Lg, Aj8t_xDa_j45) = (roI3spqORKae(ES5oEprVxulp(b'\xd3J\x9f\x8a0\x92\x1c'), chr(100) + chr(101) + chr(0b1100011) + chr(111) + chr(100) + chr(4674 - 4573))(chr(117) + chr(0b110011 + 0o101) + '\x66' + chr(45) + chr(727 - 671)), nDF4gVNx0u9Q.int32) if PBnpQrxuz6xP == roI3spqORKae(ES5oEprVxulp(b'\xcbF\x8d\x8d4\x8d7i\x8co\n'), chr(0b10010 + 0o122) + chr(0b110 + 0o137) + chr(0b1100011) + chr(11342 - 11231) + '\x64' + '\145')(chr(2412 - 2295) + '\164' + chr(102) + '\x2d' + chr(0b101000 + 0o20)) else (roI3spqORKae(ES5oEprVxulp(b'\xd1F\x90\x9d4\x93'), chr(100) + '\145' + chr(99) + chr(0b1101111) + chr(6430 - 6330) + '\x65')('\165' + '\x74' + '\146' + chr(0b101101) + '\070'), nDF4gVNx0u9Q.float32)
dVamRRpm0eOX(roI3spqORKae(ES5oEprVxulp(b'\xfe@\x90\x8b!\x93\x1dk\x8ac\x05\xf4\xc5\xc4\n\xd9\xfe\x19j\xb6\x02i\xe4\xbc'), chr(3440 - 3340) + chr(0b1100101) + chr(0b1011010 + 0o11) + '\x6f' + chr(4305 - 4205) + '\145')(chr(117) + chr(116) + '\146' + chr(0b101101) + chr(0b1 + 0o67)) % PBnpQrxuz6xP)
WFIlWkq70TG7 = NybBYFIJq0hU.cortex_to_image(LMcCiF4czwpp, method=GIWk_9g6D3Lg, dtype=Aj8t_xDa_j45)
bfhbSh5_xEIs = oZCe0l70AFII(aHUqKstZLeS6.path.Y4yM9BcfTCNq(_pSYqrosNb95, A0gVABhHjc3L), WFIlWkq70TG7)
roI3spqORKae(wR5_YWECjaY7, roI3spqORKae(ES5oEprVxulp(b'\xf5{\xad\xcc-\x86/g\x94e>\xa6'), chr(0b111111 + 0o45) + chr(101) + chr(0b1000010 + 0o41) + '\x6f' + chr(0b1100010 + 0o2) + chr(2937 - 2836))(chr(0b1011110 + 0o27) + chr(116) + chr(0b1001010 + 0o34) + chr(583 - 538) + chr(0b101 + 0o63)))(bfhbSh5_xEIs)
return {roI3spqORKae(ES5oEprVxulp(b'\xcb@\x92\x8d8\x847n\x97f\x0e\xe0'), chr(100) + '\x65' + '\x63' + '\x6f' + chr(1911 - 1811) + chr(0b1100101))(chr(12146 - 12029) + chr(0b1110100) + '\x66' + chr(0b1111 + 0o36) + '\x38'): nfNqtJL5aRaY(wR5_YWECjaY7)} |
noahbenson/neuropythy | neuropythy/commands/register_retinotopy.py | main | def main(args):
'''
register_retinotopy.main(args) can be given a list of arguments, such as sys.argv[1:]; these
arguments may include any options and must include at least one subject id. All subjects whose
ids are given are registered to a retinotopy model, and the resulting registration, as well as
the predictions made by the model in the registration, are exported.
'''
m = register_retinotopy_plan(args=args)
# force completion
files = m['files']
if len(files) > 0:
return 0
else:
print('Error: No files exported.', file=sys.stderr)
return 1 | python | def main(args):
'''
register_retinotopy.main(args) can be given a list of arguments, such as sys.argv[1:]; these
arguments may include any options and must include at least one subject id. All subjects whose
ids are given are registered to a retinotopy model, and the resulting registration, as well as
the predictions made by the model in the registration, are exported.
'''
m = register_retinotopy_plan(args=args)
# force completion
files = m['files']
if len(files) > 0:
return 0
else:
print('Error: No files exported.', file=sys.stderr)
return 1 | [
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"... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/commands/register_retinotopy.py#L575-L589 | train | This function is called by the register_retinotopy module. It is intended to be used by the register_retinotopy module. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + chr(111) + '\067' + '\x37', 0b1000), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(0b1101111) + '\x32' + chr(515 - 462) + '\067', 59463 - 59455), nzTpIcepk0o8('\060' + chr(8498 - 8387) + '\063' + chr(1696 - 1646) + '\x37', 0o10), nzTpIcepk0o8('\060' + '\157' + '\x33' + chr(900 - 847) + '\x30', 0o10), nzTpIcepk0o8(chr(1079 - 1031) + chr(111) + '\x33' + chr(0b110111) + chr(53), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(2447 - 2397) + '\x30' + '\063', 0o10), nzTpIcepk0o8('\x30' + chr(0b11111 + 0o120) + chr(943 - 892) + '\066' + chr(0b110101), 0o10), nzTpIcepk0o8(chr(124 - 76) + chr(0b1101111) + chr(49) + '\x31' + chr(0b110000), 32195 - 32187), nzTpIcepk0o8(chr(0b1001 + 0o47) + '\x6f' + chr(0b1110 + 0o46), 63142 - 63134), nzTpIcepk0o8(chr(48) + '\x6f' + '\x33' + chr(54) + chr(0b110101), 8), nzTpIcepk0o8('\x30' + chr(8969 - 8858) + chr(0b110010) + chr(0b110110) + chr(1656 - 1607), 55162 - 55154), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110010) + chr(53) + chr(0b100100 + 0o15), 0o10), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(0b1101111) + '\x31' + '\x36', 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b110101) + chr(51), 0b1000), nzTpIcepk0o8('\060' + chr(2306 - 2195) + '\062' + chr(53) + '\x37', 8), nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(0b1101111) + chr(0b101001 + 0o14) + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(9013 - 8902) + chr(51) + '\063' + '\x30', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110100) + '\x34', 0b1000), nzTpIcepk0o8(chr(2207 - 2159) + chr(0b111100 + 0o63) + chr(0b0 + 0o61) + chr(51), 0b1000), nzTpIcepk0o8(chr(0b101000 + 0o10) + '\157' + chr(51) + chr(49) + '\061', 0b1000), nzTpIcepk0o8('\x30' + chr(10575 - 10464) + chr(2012 - 1961) + chr(0b110 + 0o57) + chr(1065 - 1013), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + '\067' + chr(48), 31036 - 31028), nzTpIcepk0o8('\x30' + '\157' + chr(0b100111 + 0o14) + '\065' + chr(0b110000), 8), nzTpIcepk0o8('\060' + '\x6f' + chr(50) + chr(1172 - 1123) + chr(48), 23802 - 23794), nzTpIcepk0o8('\x30' + '\157' + chr(0b110001) + '\x35' + chr(0b100000 + 0o20), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b10111 + 0o34) + chr(780 - 729) + '\064', 3547 - 3539), nzTpIcepk0o8(chr(1232 - 1184) + chr(0b1101111) + '\x35' + chr(0b11011 + 0o25), 8), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x32' + chr(54) + chr(0b110100), 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(0b110010) + chr(0b110101) + chr(0b110101), 9686 - 9678), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(644 - 591) + chr(0b11100 + 0o30), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(11113 - 11002) + chr(50) + chr(0b110101) + chr(826 - 773), 8), nzTpIcepk0o8(chr(48) + '\157' + chr(49) + '\066' + chr(0b110001), 29878 - 29870), nzTpIcepk0o8(chr(48) + '\157' + chr(0b100010 + 0o17) + chr(892 - 841) + '\063', 0o10), nzTpIcepk0o8(chr(2031 - 1983) + '\x6f' + chr(0b10 + 0o64) + '\062', 0b1000), nzTpIcepk0o8(chr(2011 - 1963) + '\157' + chr(1819 - 1770) + chr(0b11010 + 0o35) + chr(0b110101), 0o10), nzTpIcepk0o8(chr(1914 - 1866) + chr(0b1010100 + 0o33) + chr(1495 - 1444) + chr(415 - 360) + chr(0b1000 + 0o55), 8), nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(0b1010 + 0o145) + '\067' + '\x30', 8), nzTpIcepk0o8('\060' + chr(111) + chr(0b1000 + 0o54) + '\065', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(54) + chr(0b11 + 0o56), ord("\x08")), nzTpIcepk0o8(chr(356 - 308) + chr(9986 - 9875) + chr(0b110010) + chr(0b110111) + '\061', ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(1608 - 1560) + chr(6796 - 6685) + '\x35' + '\x30', 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x11'), chr(100) + chr(553 - 452) + chr(3077 - 2978) + chr(0b1101111) + chr(7457 - 7357) + chr(0b1100101))(chr(11777 - 11660) + chr(11703 - 11587) + chr(102) + '\x2d' + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def BXHXH_QeD6rL(eemPYp2vtTSr):
tF75nqoNENFL = MGP5owXJjq0A(args=eemPYp2vtTSr)
wR5_YWECjaY7 = tF75nqoNENFL[roI3spqORKae(ES5oEprVxulp(b'Y\xc6\xbb\x8d\x8e'), chr(5110 - 5010) + chr(101) + chr(0b1010111 + 0o14) + '\x6f' + chr(3045 - 2945) + chr(0b11000 + 0o115))('\x75' + chr(116) + chr(633 - 531) + chr(45) + '\070')]
if ftfygxgFas5X(wR5_YWECjaY7) > nzTpIcepk0o8(chr(2016 - 1968) + '\157' + chr(0b110000), ord("\x08")):
return nzTpIcepk0o8(chr(1379 - 1331) + chr(111) + chr(0b10110 + 0o32), 8)
else:
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'z\xdd\xa5\x87\x8f\xb9\xd5\x06k\xd5\xd7\xc0bN\xdc\x08\xbd\\{\xa6\x9eL\x8d\xecF'), chr(5720 - 5620) + '\x65' + '\x63' + chr(111) + '\144' + chr(0b1000010 + 0o43))(chr(0b1011111 + 0o26) + '\164' + chr(102) + '\055' + '\x38'), file=roI3spqORKae(bpyfpu4kTbwL, roI3spqORKae(ES5oEprVxulp(b'P\xfd\xe4\x9c\xbc\xf0\x9b\x07E\x85\xdc\xef'), chr(100) + chr(0b1010 + 0o133) + chr(0b1001 + 0o132) + '\157' + chr(0b10 + 0o142) + chr(101))(chr(0b1110010 + 0o3) + chr(4515 - 4399) + chr(0b1100110) + '\x2d' + chr(0b111000))))
return nzTpIcepk0o8(chr(426 - 378) + chr(111) + '\x31', 0b1000) |
noahbenson/neuropythy | neuropythy/util/conf.py | loadrc | def loadrc(filename):
'''
loadrc(filename) yields the dict object encoded in JSON in the given filename; if the filename
does not exist or does not contain a valid JSON dict, then an error is raised.
'''
filename = os.path.expanduser(os.path.expandvars(filename))
if not os.path.isfile(filename): raise ValueError('Filename %s does not exist' % filename)
with open(filename, 'r') as fl:
dat = json.load(fl)
try: dat = dict(dat)
except Exception: raise ValueError('Given file %s does not contain a dictionary' % filename)
return dat | python | def loadrc(filename):
'''
loadrc(filename) yields the dict object encoded in JSON in the given filename; if the filename
does not exist or does not contain a valid JSON dict, then an error is raised.
'''
filename = os.path.expanduser(os.path.expandvars(filename))
if not os.path.isfile(filename): raise ValueError('Filename %s does not exist' % filename)
with open(filename, 'r') as fl:
dat = json.load(fl)
try: dat = dict(dat)
except Exception: raise ValueError('Given file %s does not contain a dictionary' % filename)
return dat | [
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ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + chr(111) + chr(0b11110 + 0o23) + '\067' + chr(286 - 231), 1783 - 1775), nzTpIcepk0o8(chr(0b110000) + chr(312 - 201) + chr(0b110001) + '\x30' + chr(0b110101), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1000001 + 0o56) + chr(1994 - 1945) + '\064' + chr(0b110000), 0o10), nzTpIcepk0o8(chr(316 - 268) + '\x6f' + chr(287 - 236) + chr(0b11001 + 0o33) + '\067', 50395 - 50387), nzTpIcepk0o8(chr(0b0 + 0o60) + chr(111) + '\x37' + '\x33', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b1100 + 0o45) + chr(167 - 118) + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(2650 - 2597) + chr(55), ord("\x08")), nzTpIcepk0o8(chr(1729 - 1681) + '\x6f' + chr(50) + '\062' + chr(1942 - 1894), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1010111 + 0o30) + chr(0b100101 + 0o15) + chr(0b110010), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(1985 - 1936) + '\064' + chr(816 - 762), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110011) + chr(334 - 283) + '\067', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(9635 - 9524) + chr(50) + '\x37' + chr(0b110001), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(0b101111 + 0o4) + chr(0b100 + 0o60) + chr(0b10 + 0o62), 29977 - 29969), nzTpIcepk0o8(chr(0b11011 + 0o25) + '\157' + '\063', 58306 - 58298), nzTpIcepk0o8(chr(115 - 67) + '\157' + '\061' + chr(1667 - 1615), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\067', 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(50) + chr(49) + '\066', ord("\x08")), nzTpIcepk0o8(chr(317 - 269) + chr(1053 - 942) + chr(0b101101 + 0o5) + chr(2460 - 2407) + chr(53), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b11110 + 0o25) + '\x30' + chr(52), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(0b110011) + chr(50) + chr(2342 - 2291), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1011001 + 0o26) + chr(0b11000 + 0o31) + chr(52) + chr(0b110001), 44870 - 44862), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(50) + '\x33' + '\061', 62985 - 62977), nzTpIcepk0o8('\060' + chr(111) + '\x32' + '\x30' + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(3037 - 2926) + chr(51) + chr(1351 - 1300) + chr(67 - 19), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b10000 + 0o43) + chr(2983 - 2928) + chr(0b110100), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(50) + '\x31' + '\x35', 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110011) + chr(1923 - 1868) + '\060', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + '\061' + '\x35' + chr(2498 - 2445), 0b1000), nzTpIcepk0o8(chr(0b1011 + 0o45) + '\157' + '\x31' + chr(53) + chr(551 - 502), 0b1000), nzTpIcepk0o8(chr(0b1111 + 0o41) + '\x6f' + chr(0b110010) + chr(0b10010 + 0o42) + chr(792 - 741), 0o10), nzTpIcepk0o8(chr(2025 - 1977) + chr(0b1101111) + chr(0b11100 + 0o26) + chr(1351 - 1297) + chr(0b11011 + 0o33), 0b1000), nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(111) + chr(49) + '\x37' + '\x34', 36760 - 36752), nzTpIcepk0o8(chr(0b11010 + 0o26) + chr(6904 - 6793) + chr(0b110001) + chr(2526 - 2475) + chr(0b110111), 9656 - 9648), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(51) + chr(0b111 + 0o57) + '\060', 10712 - 10704), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\061' + chr(51) + chr(49), 0b1000), nzTpIcepk0o8(chr(0b1100 + 0o44) + '\157' + '\061' + chr(0b110010) + chr(1348 - 1294), 0b1000), nzTpIcepk0o8('\x30' + chr(10650 - 10539) + chr(0b110100) + '\x35', 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b10011 + 0o42), 0b1000), nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(0b1101111) + chr(50) + chr(0b110000) + chr(54), ord("\x08")), nzTpIcepk0o8(chr(1906 - 1858) + chr(11286 - 11175) + chr(50) + '\063' + chr(0b101001 + 0o13), 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(0b11111 + 0o120) + '\065' + '\x30', ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'Q'), chr(100) + chr(7682 - 7581) + '\143' + chr(0b11100 + 0o123) + '\144' + '\x65')('\165' + '\x74' + chr(102) + '\x2d' + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def HEbEv5DuWgrs(FxZHtXEolYsL):
FxZHtXEolYsL = aHUqKstZLeS6.path.expanduser(aHUqKstZLeS6.path.expandvars(FxZHtXEolYsL))
if not roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'\x166\x06\x8eW/'), chr(100) + '\145' + chr(627 - 528) + chr(0b1101111) + chr(100) + chr(0b101000 + 0o75))(chr(117) + chr(2561 - 2445) + chr(102) + '\x2d' + chr(0b111000)))(FxZHtXEolYsL):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'9,\x0c\x82U+B\xf52C\xac\x99\x80lit\xae\xc3\xab\xa7A\xfc\xfb\xb1\x8f\xf9'), '\x64' + chr(0b111110 + 0o47) + '\143' + '\x6f' + chr(9198 - 9098) + chr(0b1011110 + 0o7))(chr(117) + '\x74' + chr(102) + chr(1549 - 1504) + chr(56)) % FxZHtXEolYsL)
with DnU3Rq9N5ala(FxZHtXEolYsL, roI3spqORKae(ES5oEprVxulp(b'\r'), chr(4779 - 4679) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(0b11010 + 0o113))(chr(117) + chr(0b101010 + 0o112) + chr(0b110110 + 0o60) + chr(0b101101) + chr(0b111000))) as XwFcScMajEjS:
LMcCiF4czwpp = LNUKEwZDIbyb.ZERsdc7c1d8E(XwFcScMajEjS)
try:
LMcCiF4czwpp = znjnJWK64FDT(LMcCiF4czwpp)
except zfo2Sgkz3IVJ:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'8,\x16\x82UjI\xf9~\x03\xff\x9c\x97#hh\xeb\xde\xe4\xbd\x0e\xed\xa3\xbb\x93\xe3\x8c\x0c\x00\xcd\x96\x1d\x7f\x9405Ql\xe9\xf2\x1e7\x19'), '\144' + '\x65' + chr(0b0 + 0o143) + '\157' + chr(0b10001 + 0o123) + '\x65')('\x75' + chr(0b1110100) + chr(0b1100110) + chr(725 - 680) + '\070') % FxZHtXEolYsL)
return LMcCiF4czwpp |
noahbenson/neuropythy | neuropythy/util/conf.py | saverc | def saverc(filename, dat, overwrite=False):
'''
saverc(filename, d) saves the given configuration dictionary d to the given filename in JSON
format. If d is not a dictionary or if filename already exists or cannot be created, an error
is raised. This funciton does not create directories.
The optional argument overwrite (default: False) may be passed as True to overwrite files that
already exist.
'''
filename = os.path.expanduser(os.path.expandvars(filename))
if not overwrite and os.path.isfile(filename):
raise ValueError('Given filename %s already exists' % filename)
if not pimms.is_map(dat):
try: dat = dict(dat)
except Exception: raise ValueError('Given config data must be a dictionary')
with open(filename, 'w') as fl:
json.dump(dat, fl, sort_keys=True)
return filename | python | def saverc(filename, dat, overwrite=False):
'''
saverc(filename, d) saves the given configuration dictionary d to the given filename in JSON
format. If d is not a dictionary or if filename already exists or cannot be created, an error
is raised. This funciton does not create directories.
The optional argument overwrite (default: False) may be passed as True to overwrite files that
already exist.
'''
filename = os.path.expanduser(os.path.expandvars(filename))
if not overwrite and os.path.isfile(filename):
raise ValueError('Given filename %s already exists' % filename)
if not pimms.is_map(dat):
try: dat = dict(dat)
except Exception: raise ValueError('Given config data must be a dictionary')
with open(filename, 'w') as fl:
json.dump(dat, fl, sort_keys=True)
return filename | [
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... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/conf.py#L28-L45 | train | Save the given configuration dictionary dat to the given filename in JSON
format. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(55) + chr(0b100110 + 0o15), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\x32' + '\065' + chr(53), 45404 - 45396), nzTpIcepk0o8(chr(954 - 906) + chr(11783 - 11672) + chr(1325 - 1271) + chr(55), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\061' + chr(0b110001 + 0o0) + chr(0b101110 + 0o3), ord("\x08")), nzTpIcepk0o8('\060' + chr(924 - 813) + chr(53) + chr(1769 - 1719), 34216 - 34208), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b11110 + 0o23) + chr(0b110101) + chr(0b10110 + 0o32), 38247 - 38239), nzTpIcepk0o8(chr(0b100000 + 0o20) + chr(0b1011100 + 0o23) + '\x33' + chr(1042 - 992), 47685 - 47677), nzTpIcepk0o8(chr(0b110000) + chr(7926 - 7815) + '\061' + chr(0b110001) + chr(0b110000), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b111110 + 0o61) + '\061' + chr(1538 - 1487) + chr(1187 - 1139), 17470 - 17462), nzTpIcepk0o8(chr(48) + chr(111) + chr(257 - 208) + '\x36', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b110111 + 0o70) + chr(0b110111) + chr(0b101110 + 0o2), 22945 - 22937), nzTpIcepk0o8(chr(0b1 + 0o57) + '\157' + chr(0b1111 + 0o44) + '\x36', 0b1000), nzTpIcepk0o8(chr(79 - 31) + chr(0b1101111) + chr(55) + '\x35', 46097 - 46089), nzTpIcepk0o8('\x30' + '\157' + chr(50) + chr(0b110010) + '\x32', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1129 - 1080) + chr(2450 - 2397) + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\061' + '\x36' + chr(48), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(50) + chr(53) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\x32' + chr(0b110100) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(428 - 380) + chr(0b1101111) + chr(0b110010) + chr(48) + '\x34', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(50) + chr(0b110000) + '\x30', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(194 - 144) + '\064', 36951 - 36943), nzTpIcepk0o8(chr(2071 - 2023) + chr(0b10000 + 0o137) + chr(2306 - 2255) + chr(0b11111 + 0o25) + chr(0b1 + 0o62), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + chr(49) + chr(0b110110), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(49) + chr(0b10101 + 0o36) + '\x33', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101011 + 0o4) + chr(0b110010) + chr(0b11101 + 0o30) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\x33' + chr(0b110100) + chr(1002 - 952), 14512 - 14504), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b11110 + 0o24) + chr(0b110011) + chr(0b101111 + 0o10), 38681 - 38673), nzTpIcepk0o8(chr(997 - 949) + '\157' + '\x37' + chr(80 - 32), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b101010 + 0o105) + '\063' + chr(0b110101) + chr(49), 0b1000), nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(111) + chr(542 - 491) + chr(0b110000) + '\063', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x37' + chr(0b1 + 0o60), 0b1000), nzTpIcepk0o8(chr(0b101001 + 0o7) + chr(111) + chr(0b110001) + chr(0b110010) + chr(0b10000 + 0o40), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b110110) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(11901 - 11790) + chr(50) + '\x35' + '\x30', 29865 - 29857), nzTpIcepk0o8(chr(48) + chr(111) + chr(50) + '\061' + '\x34', 0b1000), nzTpIcepk0o8(chr(0b100 + 0o54) + '\x6f' + chr(771 - 722) + chr(1745 - 1695) + chr(626 - 576), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1000001 + 0o56) + '\x31' + chr(0b1111 + 0o42) + chr(0b0 + 0o61), 8), nzTpIcepk0o8(chr(96 - 48) + '\157' + chr(2330 - 2277) + '\x32', 8), nzTpIcepk0o8(chr(48) + chr(11717 - 11606) + chr(51) + '\060' + '\x36', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(49) + chr(50) + '\063', ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(0b1101111) + chr(53) + chr(0b100011 + 0o15), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x15'), chr(2437 - 2337) + '\145' + chr(99) + chr(0b1101111) + '\x64' + chr(0b1001110 + 0o27))(chr(0b1001011 + 0o52) + chr(0b1110100) + '\146' + chr(0b101101) + chr(2726 - 2670)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def Cz6DphsnIfGK(FxZHtXEolYsL, LMcCiF4czwpp, JewFVgkSGnBd=nzTpIcepk0o8('\060' + chr(0b1101111) + '\x30', ord("\x08"))):
FxZHtXEolYsL = aHUqKstZLeS6.path.expanduser(aHUqKstZLeS6.path.expandvars(FxZHtXEolYsL))
if not JewFVgkSGnBd and roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'R\xdeQ F\r'), '\144' + chr(0b1011001 + 0o14) + '\143' + chr(9466 - 9355) + chr(9155 - 9055) + '\145')('\165' + chr(116) + '\146' + chr(1273 - 1228) + chr(0b11 + 0o65)))(FxZHtXEolYsL):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'|\xc4A,DH|!4kV\x7fP\xf7JU\xda\x83\xe5\xecf\x86\xaf?\xd2\xc2\xfa@\x80\xb0M#'), '\x64' + chr(0b111101 + 0o50) + chr(0b10110 + 0o115) + chr(11473 - 11362) + '\x64' + chr(9421 - 9320))(chr(117) + chr(116) + chr(0b1100110) + chr(0b101 + 0o50) + chr(0b111000)) % FxZHtXEolYsL)
if not roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'R\xdeh$K\x18'), chr(1688 - 1588) + '\145' + chr(0b1100011) + '\157' + chr(0b1100100) + chr(101))('\x75' + chr(116) + chr(0b1100110) + chr(0b110 + 0o47) + '\x38'))(LMcCiF4czwpp):
try:
LMcCiF4czwpp = znjnJWK64FDT(LMcCiF4czwpp)
except zfo2Sgkz3IVJ:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b"|\xc4A,DHy'6hQy\x1d\xf6\x0b\x04\xc8\x83\xe9\xf5g\x97\xee9\xce\xc2\xfe\x18\x8d\xaaZ$X\xc7\xe23;S"), '\144' + chr(4696 - 4595) + '\x63' + chr(0b1101111) + chr(100) + '\x65')('\x75' + chr(3707 - 3591) + '\x66' + '\x2d' + '\x38'))
with DnU3Rq9N5ala(FxZHtXEolYsL, roI3spqORKae(ES5oEprVxulp(b'L'), chr(0b1010001 + 0o23) + chr(9143 - 9042) + chr(0b10010 + 0o121) + chr(0b1101111) + '\144' + chr(0b1010111 + 0o16))(chr(11765 - 11648) + chr(0b1110100) + '\x66' + chr(0b0 + 0o55) + chr(0b111000))) as XwFcScMajEjS:
roI3spqORKae(LNUKEwZDIbyb, roI3spqORKae(ES5oEprVxulp(b'_\xd8Z9'), chr(0b1100100) + chr(0b1100101) + chr(0b1010101 + 0o16) + chr(0b101001 + 0o106) + chr(100) + '\145')(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(0b10010 + 0o33) + chr(0b110011 + 0o5)))(LMcCiF4czwpp, XwFcScMajEjS, sort_keys=nzTpIcepk0o8(chr(0b110000 + 0o0) + '\x6f' + chr(2207 - 2158), 11691 - 11683))
return FxZHtXEolYsL |
noahbenson/neuropythy | neuropythy/util/conf.py | str_to_credentials | def str_to_credentials(s):
'''
str_to_credentials(s) yields (key, secret) if the given string is a valid representation of a
set of credentials. Valid representations include '<key>:<secret>' and '<key>\n<secret>'. All
initial and trailing whitespace is always stripped from both key and scret. If a newline
appears in the string, then this character always takes precedense as the separator over a
colon character. The given string may also be a json object, in which case it is parsed and
considered valid if it is either a
'''
if not pimms.is_str(s): raise ValueError('str_to_credentials requires a string argument')
s = s.strip()
# First try a json object:
try:
js = json.loads(s)
return to_credentials(s)
except Exception: pass
# must be '<key>\n<secret>' or '<key>:<secret>'
dat = s.split('\n')
if len(dat) == 1: dat = s.split(':')
if len(dat) != 2: raise ValueError('String "%s" does not appear to be a credentials file' % s)
return tuple([q.strip() for q in dat]) | python | def str_to_credentials(s):
'''
str_to_credentials(s) yields (key, secret) if the given string is a valid representation of a
set of credentials. Valid representations include '<key>:<secret>' and '<key>\n<secret>'. All
initial and trailing whitespace is always stripped from both key and scret. If a newline
appears in the string, then this character always takes precedense as the separator over a
colon character. The given string may also be a json object, in which case it is parsed and
considered valid if it is either a
'''
if not pimms.is_str(s): raise ValueError('str_to_credentials requires a string argument')
s = s.strip()
# First try a json object:
try:
js = json.loads(s)
return to_credentials(s)
except Exception: pass
# must be '<key>\n<secret>' or '<key>:<secret>'
dat = s.split('\n')
if len(dat) == 1: dat = s.split(':')
if len(dat) != 2: raise ValueError('String "%s" does not appear to be a credentials file' % s)
return tuple([q.strip() for q in dat]) | [
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"<secret",
... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/conf.py#L290-L310 | train | Converts a string to a set of credentials. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + '\157' + chr(0b110100) + chr(0b11 + 0o60), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\063' + chr(0b101011 + 0o5) + chr(1054 - 1004), 52315 - 52307), nzTpIcepk0o8(chr(48) + chr(0b100000 + 0o117) + chr(0b10111 + 0o34) + '\066' + '\x35', 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b100010 + 0o17) + '\x33' + chr(408 - 357), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(3471 - 3360) + chr(0b110010) + chr(0b101000 + 0o13) + chr(53), ord("\x08")), nzTpIcepk0o8(chr(1588 - 1540) + '\157' + chr(0b110001 + 0o1) + '\064' + chr(48), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110011) + '\063' + chr(53), 0o10), nzTpIcepk0o8(chr(97 - 49) + '\157' + chr(0b11011 + 0o33), 0b1000), nzTpIcepk0o8(chr(48) + chr(10111 - 10000) + chr(0b110001) + '\062' + chr(0b101 + 0o62), 32293 - 32285), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x35' + chr(2115 - 2064), 0b1000), nzTpIcepk0o8('\x30' + '\157' + '\062' + '\061' + chr(0b110 + 0o52), 0b1000), nzTpIcepk0o8(chr(0b1 + 0o57) + chr(0b10011 + 0o134) + '\x31' + chr(0b10001 + 0o40) + '\062', 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b101011 + 0o14) + chr(1312 - 1263), 8310 - 8302), nzTpIcepk0o8('\060' + '\x6f' + '\063' + chr(675 - 626), 0o10), nzTpIcepk0o8('\x30' + chr(7104 - 6993) + chr(49) + chr(0b100000 + 0o21) + chr(1060 - 1012), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1644 - 1591) + chr(1715 - 1663), 0o10), nzTpIcepk0o8(chr(2128 - 2080) + '\x6f' + chr(2051 - 1998) + chr(0b1111 + 0o45), 8), nzTpIcepk0o8(chr(1196 - 1148) + chr(0b101000 + 0o107) + chr(311 - 261) + chr(0b100011 + 0o21) + chr(0b10011 + 0o42), 0o10), nzTpIcepk0o8('\060' + '\x6f' + '\x31' + chr(55) + '\x31', 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + '\067' + chr(1551 - 1499), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(50) + chr(0b100100 + 0o22), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(1689 - 1578) + chr(50) + chr(50) + '\064', 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + '\x32' + chr(0b10110 + 0o35), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b110101 + 0o72) + '\065', 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(0b110010) + '\x32' + '\060', 62163 - 62155), nzTpIcepk0o8('\x30' + '\157' + chr(0b110010) + chr(49) + chr(0b101000 + 0o15), 33933 - 33925), nzTpIcepk0o8(chr(48) + chr(0b1001011 + 0o44) + chr(0b110010) + '\065' + chr(0b110110), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b11100 + 0o123) + chr(390 - 339) + chr(48) + chr(0b110100), ord("\x08")), nzTpIcepk0o8('\x30' + chr(4004 - 3893) + '\x33' + '\x33' + chr(0b11011 + 0o31), 37858 - 37850), nzTpIcepk0o8('\x30' + chr(0b10010 + 0o135) + chr(50), ord("\x08")), nzTpIcepk0o8(chr(0b10001 + 0o37) + '\x6f' + chr(0b1011 + 0o46) + chr(0b101011 + 0o5) + chr(0b110010 + 0o3), 0o10), nzTpIcepk0o8('\060' + chr(0b1101001 + 0o6) + chr(51) + chr(2814 - 2759) + '\x34', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110001) + chr(0b100 + 0o54), 3914 - 3906), nzTpIcepk0o8(chr(2124 - 2076) + chr(111) + '\063' + '\066' + chr(469 - 418), 39275 - 39267), nzTpIcepk0o8('\060' + '\x6f' + '\063' + chr(0b110110) + chr(53), 8), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(50) + '\065' + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(0b100100 + 0o113) + chr(50) + chr(0b101110 + 0o5) + '\066', 0b1000), nzTpIcepk0o8('\060' + chr(0b11111 + 0o120) + chr(0b110001) + '\063' + '\x35', 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + '\062' + chr(0b11101 + 0o26), 8), nzTpIcepk0o8('\060' + '\157' + '\062' + '\060' + '\064', ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(0b1101111) + chr(0b10001 + 0o44) + chr(2100 - 2052), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\r'), chr(0b110011 + 0o61) + chr(101) + chr(99) + '\157' + chr(6435 - 6335) + chr(5435 - 5334))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(0b1100 + 0o54)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def wZ74dYSxa6R9(PmE5_h409JAA):
if not roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'J\xb1\xaa(\xe9\xd2'), '\144' + chr(0b1100101) + chr(8752 - 8653) + '\157' + '\x64' + chr(8587 - 8486))(chr(117) + chr(0b10001 + 0o143) + chr(102) + chr(1544 - 1499) + chr(1063 - 1007)))(PmE5_h409JAA):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'P\xb6\x87\x04\xe9\xcf\x82e%N\xec/Wm!M@\xd6YNs\xe5fl\xe2\xe8\xdd\xe4\xbd"6\x88z\x9a\x9b\xcd\xbe<a\xe3V\xaf\x905\xe9'), '\144' + '\145' + chr(99) + chr(0b1000010 + 0o55) + '\x64' + chr(0b1100101))(chr(3317 - 3200) + '\x74' + chr(102) + chr(1151 - 1106) + chr(0b111000)))
PmE5_h409JAA = PmE5_h409JAA.kdIDrcwZTCs5()
try:
KmHSdEZuCZrW = LNUKEwZDIbyb.OiapAM4bM0Ea(PmE5_h409JAA)
return VN3NkjZBZwC6(PmE5_h409JAA)
except zfo2Sgkz3IVJ:
pass
LMcCiF4czwpp = PmE5_h409JAA.LfRrQOxuDvnC(roI3spqORKae(ES5oEprVxulp(b')'), chr(0b10000 + 0o124) + chr(0b1100101) + chr(0b1100011) + chr(3305 - 3194) + chr(1164 - 1064) + '\145')('\165' + chr(116) + chr(6864 - 6762) + chr(0b10101 + 0o30) + '\x38'))
if ftfygxgFas5X(LMcCiF4czwpp) == nzTpIcepk0o8('\060' + chr(0b1001 + 0o146) + chr(0b101010 + 0o7), ord("\x08")):
LMcCiF4czwpp = PmE5_h409JAA.LfRrQOxuDvnC(roI3spqORKae(ES5oEprVxulp(b'\x19'), '\x64' + chr(7974 - 7873) + chr(6692 - 6593) + chr(907 - 796) + chr(7841 - 7741) + '\145')(chr(0b1110101) + '\x74' + chr(102) + chr(0b100000 + 0o15) + chr(0b111000)))
if ftfygxgFas5X(LMcCiF4czwpp) != nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110010), 8):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'p\xb6\x872\xf3\xc7\xfd$rX\xaaj]v-_\x0c\xcb\x16H6\xf5cu\xf5\xec\xdc\xe4\xa8me\x9em\xd3\x94\x8a\xfd/v\xe0F\xac\x812\xfc\xcc\xae&1B\xe4/'), chr(0b1010101 + 0o17) + chr(0b1100101) + chr(99) + '\x6f' + chr(0b11110 + 0o106) + chr(4914 - 4813))('\165' + '\x74' + chr(0b1100110) + chr(173 - 128) + chr(56)) % PmE5_h409JAA)
return nfNqtJL5aRaY([roI3spqORKae(P1yWu4gF7vxH, roI3spqORKae(ES5oEprVxulp(b'H\xa6\xbc\x1f\xef\xc3\xaa\\\x03h\xfb\x7f'), chr(0b110001 + 0o63) + chr(0b1100101) + chr(0b1000000 + 0o43) + chr(0b1000 + 0o147) + chr(100) + '\x65')('\165' + chr(0b1110011 + 0o1) + chr(0b100010 + 0o104) + chr(0b101101) + chr(0b0 + 0o70)))() for P1yWu4gF7vxH in LMcCiF4czwpp]) |
noahbenson/neuropythy | neuropythy/util/conf.py | load_credentials | def load_credentials(flnm):
'''
load_credentials(filename) yields the credentials stored in the given file as a tuple
(key, secret). The file must contain <key>:<secret> on a single line. If the file does not
contain valid credentials, then an exception is raised. Yields (key, secret).
Optionally, if the file contains exactly two lines, then the key is taken as the first line and
the secret is taken as the second line. This can be used if ':' is a valid character in either
the key or secret for a particular service.
Note that if the key/secret are more than 8kb in size, this function's behaviour is undefined.
'''
flnm = os.path.expanduser(os.path.expandvars(flnm))
with open(flnm, 'r') as fl: dat = fl.read(1024 * 8)
# see if its a 2-line file:
try: return str_to_credentials(dat)
except Exception: raise ValueError('File %s does not contain a valid credential string' % flnm) | python | def load_credentials(flnm):
'''
load_credentials(filename) yields the credentials stored in the given file as a tuple
(key, secret). The file must contain <key>:<secret> on a single line. If the file does not
contain valid credentials, then an exception is raised. Yields (key, secret).
Optionally, if the file contains exactly two lines, then the key is taken as the first line and
the secret is taken as the second line. This can be used if ':' is a valid character in either
the key or secret for a particular service.
Note that if the key/secret are more than 8kb in size, this function's behaviour is undefined.
'''
flnm = os.path.expanduser(os.path.expandvars(flnm))
with open(flnm, 'r') as fl: dat = fl.read(1024 * 8)
# see if its a 2-line file:
try: return str_to_credentials(dat)
except Exception: raise ValueError('File %s does not contain a valid credential string' % flnm) | [
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Optionally, if the file contains exactly two lines, then the key is taken as the first line and
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Note that if the key/secret are more than 8kb in size, this function's behaviour is undefined. | [
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"single",... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/conf.py#L311-L327 | train | Load credentials from a file. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + '\157' + '\061' + chr(2398 - 2346), 0o10), nzTpIcepk0o8('\x30' + '\157' + '\062' + '\067' + '\x34', ord("\x08")), nzTpIcepk0o8(chr(0b101110 + 0o2) + '\157' + chr(1362 - 1313) + '\x33' + chr(55), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + '\063' + chr(0b110000) + '\x35', 0o10), nzTpIcepk0o8('\060' + '\157' + '\x32' + chr(50) + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\x33' + chr(0b110001) + chr(1766 - 1716), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(51) + '\061' + chr(0b1110 + 0o46), 0b1000), nzTpIcepk0o8(chr(0b10 + 0o56) + chr(0b1101111) + chr(0b1100 + 0o45) + chr(0b110100) + chr(1984 - 1932), 39929 - 39921), nzTpIcepk0o8('\060' + '\157' + chr(0b110101) + '\066', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b101000 + 0o13) + '\x36' + chr(891 - 841), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b1 + 0o61) + chr(0b110010) + chr(1716 - 1665), 9236 - 9228), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\061' + '\060', 0b1000), nzTpIcepk0o8(chr(1774 - 1726) + '\157' + chr(2311 - 2258) + chr(0b10011 + 0o40), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + '\065' + '\x36', 8), nzTpIcepk0o8(chr(48) + '\x6f' + '\x31' + chr(2298 - 2243) + '\066', 20569 - 20561), nzTpIcepk0o8(chr(0b110000) + chr(1861 - 1750) + chr(0b0 + 0o61) + '\x36' + chr(0b110100), 0o10), nzTpIcepk0o8(chr(1258 - 1210) + chr(0b1101111) + chr(1412 - 1358) + '\x32', 0b1000), nzTpIcepk0o8('\x30' + chr(12273 - 12162) + chr(998 - 948) + chr(0b11000 + 0o33) + chr(0b100101 + 0o22), 0o10), nzTpIcepk0o8(chr(414 - 366) + chr(6632 - 6521) + '\x34', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1001100 + 0o43) + '\x33' + chr(971 - 916) + '\x36', 0o10), nzTpIcepk0o8(chr(2084 - 2036) + chr(2838 - 2727) + chr(50) + '\060' + chr(55), 0o10), nzTpIcepk0o8('\060' + chr(0b111110 + 0o61) + '\x31' + '\067' + '\x34', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b110 + 0o151) + chr(2207 - 2156) + chr(0b100010 + 0o24) + '\x30', ord("\x08")), nzTpIcepk0o8('\060' + chr(10686 - 10575) + '\062' + chr(0b11000 + 0o32), 0b1000), nzTpIcepk0o8(chr(0b10010 + 0o36) + '\x6f' + '\063' + chr(2134 - 2083) + chr(53), 0o10), nzTpIcepk0o8(chr(1959 - 1911) + '\x6f' + chr(1293 - 1244) + '\x37' + chr(0b110111), 22773 - 22765), nzTpIcepk0o8(chr(0b110000) + chr(3309 - 3198) + '\061' + chr(0b101 + 0o54) + '\067', 6260 - 6252), nzTpIcepk0o8(chr(2262 - 2214) + chr(0b1101111) + '\x33' + '\x34' + chr(49), 0o10), nzTpIcepk0o8(chr(0b101101 + 0o3) + '\x6f' + chr(0b110000), 0o10), nzTpIcepk0o8(chr(863 - 815) + chr(111) + chr(0b110011) + chr(0b100010 + 0o20) + '\060', 7296 - 7288), nzTpIcepk0o8('\060' + chr(0b1101111) + '\062' + '\066' + chr(2352 - 2301), 19145 - 19137), nzTpIcepk0o8(chr(2026 - 1978) + '\x6f' + '\x33' + chr(51) + chr(0b100101 + 0o16), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(225 - 175) + chr(0b110000 + 0o3) + chr(119 - 65), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(10730 - 10619) + chr(50) + '\x37' + '\x32', 0o10), nzTpIcepk0o8(chr(0b10 + 0o56) + chr(0b1101111) + chr(0b110110) + chr(0b110100), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(1753 - 1703) + '\062' + '\x30', 0b1000), nzTpIcepk0o8('\x30' + chr(111) + '\x35' + '\x35', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(52) + chr(0b110111), 7612 - 7604), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001) + '\x30' + '\x37', 17492 - 17484), nzTpIcepk0o8(chr(48) + chr(5978 - 5867) + '\064' + '\065', 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(111) + '\065' + chr(0b110000), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'"'), chr(0b111100 + 0o50) + chr(101) + chr(99) + chr(3166 - 3055) + '\x64' + chr(0b100000 + 0o105))(chr(3239 - 3122) + chr(4485 - 4369) + chr(0b1100110) + '\x2d' + chr(2380 - 2324)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def ZQVuV6JD7NVs(bfhbSh5_xEIs):
bfhbSh5_xEIs = aHUqKstZLeS6.path.expanduser(aHUqKstZLeS6.path.expandvars(bfhbSh5_xEIs))
with DnU3Rq9N5ala(bfhbSh5_xEIs, roI3spqORKae(ES5oEprVxulp(b'~'), chr(0b1100100) + chr(101) + '\x63' + chr(0b10111 + 0o130) + chr(0b1100100) + '\x65')(chr(117) + '\x74' + '\x66' + chr(1321 - 1276) + '\070')) as XwFcScMajEjS:
LMcCiF4czwpp = XwFcScMajEjS.eoXknH7XUn7m(nzTpIcepk0o8(chr(0b110000) + chr(0b110001 + 0o76) + chr(0b110010) + chr(0b110000) + chr(0b110000 + 0o0) + chr(1929 - 1881), 0b1000) * nzTpIcepk0o8('\x30' + chr(8553 - 8442) + '\061' + '\x30', 8))
try:
return wZ74dYSxa6R9(LMcCiF4czwpp)
except zfo2Sgkz3IVJ:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'J\xd53\xa0\xb4\xef\xbfDJ\x9d\xf6{\x0b@\x11\x00\x12\xfck\x90\xf3\x1d\x99|\xfd\x1eo\x97a\xbc\xda\xbf\xbe\xd9F\xf5IB)Qe\xdd3\xe5\xe7\xbe\xbe\r@\x95'), chr(100) + chr(1994 - 1893) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(0b1110101) + '\x74' + chr(9064 - 8962) + '\x2d' + chr(0b111000)) % bfhbSh5_xEIs) |
noahbenson/neuropythy | neuropythy/util/conf.py | to_credentials | def to_credentials(arg):
'''
to_credentials(arg) converts arg into a pair (key, secret) if arg can be coerced into such a
pair and otherwise raises an error.
Possible inputs include:
* A tuple (key, secret)
* A mapping with the keys 'key' and 'secret'
* The name of a file that can load credentials via the load_credentials() function
* A string that separates the key and secret by ':', e.g., 'mykey:mysecret'
* A string that separates the key and secret by a "\n", e.g., "mykey\nmysecret"
'''
if pimms.is_str(arg):
try: return load_credentials(arg)
except Exception: pass
try: return str_to_credentials(arg)
except Exception:
raise ValueError('String "%s" is neither a file containing credentials nor a valid'
' credentials string itself.' % arg)
elif pimms.is_map(arg) and 'key' in arg and 'secret' in arg: return (arg['key'], arg['secret'])
elif pimms.is_vector(arg, str) and len(arg) == 2: return tuple(arg)
else: raise ValueError('given argument cannot be coerced to credentials: %s' % arg) | python | def to_credentials(arg):
'''
to_credentials(arg) converts arg into a pair (key, secret) if arg can be coerced into such a
pair and otherwise raises an error.
Possible inputs include:
* A tuple (key, secret)
* A mapping with the keys 'key' and 'secret'
* The name of a file that can load credentials via the load_credentials() function
* A string that separates the key and secret by ':', e.g., 'mykey:mysecret'
* A string that separates the key and secret by a "\n", e.g., "mykey\nmysecret"
'''
if pimms.is_str(arg):
try: return load_credentials(arg)
except Exception: pass
try: return str_to_credentials(arg)
except Exception:
raise ValueError('String "%s" is neither a file containing credentials nor a valid'
' credentials string itself.' % arg)
elif pimms.is_map(arg) and 'key' in arg and 'secret' in arg: return (arg['key'], arg['secret'])
elif pimms.is_vector(arg, str) and len(arg) == 2: return tuple(arg)
else: raise ValueError('given argument cannot be coerced to credentials: %s' % arg) | [
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Possible inputs include:
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* A mapping with the keys 'key' and 'secret'
* The name of a file that can load credentials via the load_credentials() function
* A string that separates the key and secret by ':', e.g., 'mykey:mysecret'
* A string that separates the key and secret by a "\n", e.g., "mykey\nmysecret" | [
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":"... | b588889f6db36ddb9602ae4a72c1c0d3f41586b2 | https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/util/conf.py#L328-L349 | train | Converts arg into a pair of key and secret. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(1439 - 1391) + chr(9581 - 9470) + '\x31' + chr(0b101000 + 0o12) + '\x35', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b1 + 0o60) + '\062' + chr(0b110010), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(7530 - 7419) + '\x33' + '\x35', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\x31' + '\064' + chr(0b110000), 55486 - 55478), nzTpIcepk0o8('\060' + '\x6f' + chr(565 - 514) + '\x36' + '\060', 43075 - 43067), nzTpIcepk0o8(chr(48) + chr(111) + chr(992 - 942) + chr(49), ord("\x08")), nzTpIcepk0o8(chr(2282 - 2234) + chr(2090 - 1979) + '\x33' + '\063', 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(1310 - 1260) + chr(0b110101) + chr(1630 - 1581), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1163 - 1114) + chr(0b110101) + chr(51), 0b1000), nzTpIcepk0o8(chr(0b11100 + 0o24) + '\x6f' + chr(371 - 320) + '\x30' + chr(1550 - 1501), 35516 - 35508), nzTpIcepk0o8('\060' + chr(7314 - 7203) + '\x34' + '\064', ord("\x08")), nzTpIcepk0o8(chr(0b11100 + 0o24) + '\x6f' + chr(2342 - 2292) + '\x30' + chr(51), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110010) + chr(51) + chr(0b110111), 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(52) + '\x33', 0o10), nzTpIcepk0o8('\x30' + chr(9627 - 9516) + '\x37', 0o10), nzTpIcepk0o8(chr(0b10 + 0o56) + '\x6f' + chr(0b110011) + '\066', 33435 - 33427), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(1407 - 1358) + chr(0b110010), 34465 - 34457), nzTpIcepk0o8(chr(384 - 336) + chr(0b1101111) + chr(0b1011 + 0o50) + chr(55) + chr(0b110110), 4563 - 4555), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110011) + chr(0b101010 + 0o13) + chr(55), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(2397 - 2343) + chr(2470 - 2420), 0b1000), nzTpIcepk0o8('\x30' + '\157' + '\x32', 0b1000), nzTpIcepk0o8(chr(275 - 227) + '\157' + chr(0b110010) + chr(0b101101 + 0o11) + chr(0b101001 + 0o12), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x32' + '\x30' + chr(0b101011 + 0o12), ord("\x08")), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(0b1010 + 0o145) + '\x31' + chr(0b110110) + chr(0b100111 + 0o14), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\062' + '\x36' + chr(0b110000), 0o10), nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(0b1101111) + '\061' + chr(1652 - 1603) + chr(48), 54787 - 54779), nzTpIcepk0o8(chr(0b100100 + 0o14) + '\x6f' + '\062' + '\065' + chr(326 - 277), 8), nzTpIcepk0o8('\x30' + chr(7990 - 7879) + '\x33' + '\066', 8), nzTpIcepk0o8('\x30' + '\x6f' + '\x32' + chr(956 - 904), 0b1000), nzTpIcepk0o8(chr(1339 - 1291) + chr(9526 - 9415) + chr(0b1010 + 0o47) + chr(0b110011) + '\062', 22165 - 22157), nzTpIcepk0o8(chr(2006 - 1958) + chr(4491 - 4380) + chr(1911 - 1862) + chr(2532 - 2480) + '\x36', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(1224 - 1175) + chr(0b10011 + 0o35) + '\x30', 0b1000), nzTpIcepk0o8('\060' + chr(0b110111 + 0o70) + chr(355 - 305) + chr(0b101010 + 0o11) + chr(0b100101 + 0o17), ord("\x08")), nzTpIcepk0o8('\x30' + chr(6158 - 6047) + chr(0b110010) + '\x37' + '\061', 0o10), nzTpIcepk0o8(chr(1314 - 1266) + '\157' + chr(0b111 + 0o53) + chr(2334 - 2281) + '\x36', 37819 - 37811), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061' + chr(599 - 550) + chr(51), ord("\x08")), nzTpIcepk0o8(chr(0b1011 + 0o45) + '\x6f' + chr(0b101001 + 0o10) + chr(0b100 + 0o57) + chr(0b101110 + 0o4), 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x33' + chr(54) + chr(51), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(803 - 754) + chr(0b101010 + 0o6) + chr(0b110111), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b101001 + 0o106) + '\x31' + '\063' + '\066', 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(11048 - 10937) + chr(0b10111 + 0o36) + chr(1422 - 1374), 52718 - 52710)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'{'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(3239 - 3128) + chr(5081 - 4981) + chr(0b1011001 + 0o14))(chr(117) + chr(0b1110100) + chr(5064 - 4962) + chr(0b101101) + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def VN3NkjZBZwC6(S6EI_gyMl2nC):
if roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'<!B\x13\x84c'), '\144' + chr(101) + chr(0b110001 + 0o62) + chr(1413 - 1302) + '\x64' + chr(0b1100101))(chr(12116 - 11999) + chr(0b1100101 + 0o17) + '\146' + '\x2d' + '\x38'))(S6EI_gyMl2nC):
try:
return ZQVuV6JD7NVs(S6EI_gyMl2nC)
except zfo2Sgkz3IVJ:
pass
try:
return wZ74dYSxa6R9(S6EI_gyMl2nC)
except zfo2Sgkz3IVJ:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\x06&o\t\x9ev;\x8bN\xb2\x06\xa3\xf6P\'po\x97\x9bZg\xc1\xa5\x12\x90.\xc0rqz\x05/\xf2\xcd\xcf"4\x9a)9u1o\x05\x94tu\xdd\x02\xa0H\xf0\xbfMhl*\x9f\xcfDc\xdf\xec\x17\x90+\xdb{p?\x084\xf5\xd8\xc28z\x803,<<z@\x99eh\xcc\x07\xa7\n'), chr(6415 - 6315) + chr(0b1100101) + chr(0b101111 + 0o64) + chr(0b1101111) + chr(100) + chr(101))(chr(0b1110101) + chr(116) + '\x66' + chr(0b101 + 0o50) + '\070') % S6EI_gyMl2nC)
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'<!B\r\x91a'), chr(1808 - 1708) + '\145' + '\x63' + '\157' + '\144' + '\145')(chr(8707 - 8590) + '\164' + chr(0b111001 + 0o55) + '\x2d' + chr(0b100001 + 0o27)))(S6EI_gyMl2nC) and roI3spqORKae(ES5oEprVxulp(b'>7d'), chr(100) + chr(0b1100101) + '\x63' + chr(0b101011 + 0o104) + '\144' + chr(2759 - 2658))(chr(5899 - 5782) + chr(0b10 + 0o162) + chr(0b10011 + 0o123) + chr(0b1000 + 0o45) + chr(0b111000 + 0o0)) in S6EI_gyMl2nC and (roI3spqORKae(ES5oEprVxulp(b'&7~\x12\x95e'), '\144' + '\145' + chr(99) + '\157' + chr(0b1100100) + chr(101))(chr(1142 - 1025) + chr(0b1110100) + chr(102) + chr(0b101011 + 0o2) + chr(0b1000 + 0o60)) in S6EI_gyMl2nC):
return (S6EI_gyMl2nC[roI3spqORKae(ES5oEprVxulp(b'>7d'), '\144' + '\x65' + chr(0b1010000 + 0o23) + chr(0b0 + 0o157) + chr(1156 - 1056) + chr(0b1100101))('\165' + '\x74' + '\x66' + chr(45) + '\070')], S6EI_gyMl2nC[roI3spqORKae(ES5oEprVxulp(b'&7~\x12\x95e'), chr(0b1001011 + 0o31) + '\145' + chr(99) + chr(111) + chr(5406 - 5306) + '\x65')(chr(0b1010110 + 0o37) + chr(0b1110100) + chr(102) + chr(0b11001 + 0o24) + '\x38')])
elif roI3spqORKae(zAgo8354IlJ7, roI3spqORKae(ES5oEprVxulp(b'<!B\x16\x95ro\xc6\x19'), '\x64' + chr(0b111101 + 0o50) + chr(0b1100011) + '\x6f' + chr(100) + chr(101))(chr(9706 - 9589) + chr(11356 - 11240) + chr(102) + chr(0b101101) + chr(0b111000)))(S6EI_gyMl2nC, N9zlRy29S1SS) and ftfygxgFas5X(S6EI_gyMl2nC) == nzTpIcepk0o8('\x30' + '\157' + '\062', 8):
return nfNqtJL5aRaY(S6EI_gyMl2nC)
else:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'2;k\x05\x9e1z\xdb\x0c\xb4I\xe6\xf1W\'}k\x90\x81]v\x93\xe7\x16\x90+\xc6{f9\x03$\xbc\xcd\xc1k9\x81":0<i\t\x91}h\x93K\xe4W'), '\144' + '\145' + chr(0b1011101 + 0o6) + chr(8292 - 8181) + '\x64' + '\x65')('\x75' + chr(9124 - 9008) + chr(102) + '\055' + chr(56)) % S6EI_gyMl2nC) |
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