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def preico _ token _ allocation ( token ) - > int : return int ( token. call ( ). totalsupply ( ) * 0. 1 )
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def transform ( self, usage _ info, block _ structure ) : for block _ key in block _ structure : if block _ key. block _ type! ='library _ content': continue library _ children = block _ structure. get _ children ( block _ key ) if library _ children : state _ dict = get _ student _ module _ as _ dict ( usage _ info. u...
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def error _ is _ saved ( error, app _ name = none ) : error _ name = callable _ name ( error ) stats = core _ application _ stats _ engine ( app _ name ) errors = stats. error _ data ( ) return error _ name in [ e. type for e in errors if e. type = = error _ name ]
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def get _ private _ data _ folder ( form, subfolder _ tag ) : dir _ list = _ get _ dir _ structure ( os. path. join ( settings. data _ dir,'private'), form ) return dir _ list [ subfolder _ tag ]
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def _ _ init _ _ ( self, zone : list [ zoneinfo ] = none, resource _ url : resourceurl = none ) : # noqa : e501 self. swagger _ types = {'zone': list [ zoneinfo ],'resource _ url': resourceurl } self. attribute _ map = {'zone':'zone ','resource _ url':'resourceurl'} self. _ zone = zone self. _ resource _ url = resource...
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def multiplicativemodularcausalattention ( d _ feature, n _ heads = 1, sparsity = none, dropout = 0. 0, max _ inference _ length = 2048, mode ='train') : sparsity = n _ heads if sparsity is none else sparsity return tl. configurableattention ( multiplicativemodularsparsedense ( sparsity, d _ feature ), multiplicativemo...
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def test _ get _ delete _ booking _ page ( self ) : event = baker. make _ recipe ('booking. future _ ev') booking = baker. make _ recipe ('booking. booking ', event = event, user = self. user ) url = reverse ('booking : delete _ booking ', args = [ booking. id ] ) self. client. login ( username = self. user. username, ...
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def exe _ sql _ many ( self, sql, vals ) : try : cursor = self. db. cursor ( ) cursor. executemany ( sql, vals ) cursor. close ( ) self. db. commit ( ) except exception as e : raise e
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def _ has _ docstring ( node ) : return get _ docstring ( node ) is not none and get _ docstring ( node ). strip ( )! = " "
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def render ( self, name, value, attrs = none, * args, * * kwargs ) : if self. is _ localized : for widget in self. widgets : widget. is _ localized = self. is _ localized if not isinstance ( value, list ) : value = self. decompress ( value ) output = [ ] final _ attrs = self. build _ attrs ( attrs ) id _ = final _ attr...
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def _ _ init _ _ ( self, d _ ff, n _ elements _ in _ block, d _ lowrank, quant _ prob, use _ bfloat16, big _ weights _ in _ bfloat16, mode, kernel _ initializer, bias _ initializer, multiply _ by _ controller _ output, kernel _ scaling ) : n _ in = 3 if mode = ='train'or multiply _ by _ controller _ output else 2 super...
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def getobjectfiles ( build _ dir ) : object _ files = [ ] for root, _, files in os. walk ( build _ dir ) : # strip leading build _ dir from root. root = root [ len ( build _ dir ) : ] for name in files : _, ext = os. path. splitext ( name ) if ext = = '. o': name = normalizefilename ( os. path. join ( root, name ) ) ob...
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def householder ( a ) : nf = len ( a ) nc = len ( a [ 0 ] ) r = [ i [ : ] for i in a ] q = [ [ 0. 0 ] * nf for i in range ( nf ) ] for k in range ( nf - 1 ) : i = [ [ float ( i = = j ) for i in range ( nf ) ] for j in range ( nf ) ] # se crea los vectores x, e y un escalar alpha x = [ row [ k ] for row in r [ k : ] ] e...
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def control ( self, num _ ctrl _ qubits = 1, label = none, ctrl _ state = none ) : if ctrl _ state is none : if num _ ctrl _ qubits = = 1 : return crxgate ( self. params [ 0 ] ) return super ( ). control ( num _ ctrl _ qubits = num _ ctrl _ qubits, label = label, ctrl _ state = ctrl _ state )
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def get _ current _ price ( self, ticker : ticker ) - > float : raise notimplementederror
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def train _ url ( self, url ) : if self. tokenization = = tokenization. none : raise trainingerrorexception ( " train _ url only supported if the tokenization mode is not none. " ) try : infile = urllib. request. urlopen ( url ) # data = ( str ( line, encoding ='utf8') for line in infile. readlines ( ) ) data = str ( i...
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def change ( self, old : namedtuple, new : namedtuple ) - > none : # not implemented. i'm feeling lazy. anyway, the change # operation is mainly a convenience. the same result can be # obtained with a delete followed by an add. pass
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def _ initialize _ out _ arrays _ if _ necessary _ and _ check _ sizes ( writer, parameters ) : # first, get every array parameter array _ params = [ param for param in parameters if param. is _ array ] # get the list of parameters with the same size ( list of arrayssamesize objects ) arrays _ same _ sizes _ list = _ g...
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def run ( self, tasks _ provided = none, * * kwargs ) : if not tasks _ provided : run ( list ( self. tasks. values ( ) ), * * kwargs ) else : tasks _ provided = tasks _ provided if isinstance ( tasks _ provided, list ) else [ tasks _ provided ] run ( [ self. tasks [ task ] for task in self. tasks if task in tasks _ pro...
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def load _ state ( self, filename ) : with open ( filename, " rb " ) as in _ file : self. isles, self. pareto _ isle, self. age = pickle. load ( in _ file )
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def adjust _ learning _ rate ( opt, epoch ) : lr = args. lr * ( 0. 5 * * ( epoch / / args. decay _ epoch ) ) for param _ group in opt. param _ groups : param _ group ['lr'] = lr
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def _ as _ category ( self ) : for i in ['marital _ status ','acceptedcmp3 ','acceptedcmp4 ','acceptedcmp5 ','acceptedcmp1 ','acceptedcmp2 ','complain ','response'] : self. rm _ df [ i ] = self. rm _ df [ i ]. astype ('category')
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def test _ get _ module _ non _ exosims _ error _ modtype _ mismatch ( self ) : module = " tests. testmodules. planetpopulation. planetpopulationmodified " modtype = " timekeeping " # note : timekeeping vs. planetpopulation with self. assertraises ( assertionerror ) : m = get _ module ( module, modtype )
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def x _ min ( self ) - > float : return 0
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def xyxy _ 2 _ xywh ( boxes ) : return torch. cat ( ( ( boxes [ :, 2 : ] + boxes [ :, : 2 ] ) / 2, boxes [ :, 2 : ] - boxes [ :, : 2 ] ), dim = 1 )
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def _ initialize _ one _ out _ array ( writer, arr _ out _ param, decisive _ param _ name ) : writer. write _ line ('# procedure to check if out array'+ arr _ out _ param. name +'is passed correctly :') with writer. write _ if ('len ('+ arr _ out _ param. name +')! = len ('+ decisive _ param _ name +')') : writer. writ...
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def get _ sim _ data ( ) : # # - - - get data # datafile = data _ dir +'sim _ data. out'data = mcf. read _ data _ file ( datafile ) stime = [ ] tsc _ mm = [ ] fa _ mm = [ ] prev ='' for ent in data : # # - - - skip the data line which is same as one before # # # if ent = = prev : # # continue # # else : # # prev = ent ...
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def get _ type ( cls ) - > type [ propertytemplate ] : return propertytemplate
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def xavier _ init ( fan _ in, fan _ out, constant = 1 ) : # https : / / stackoverflow. com / questions / 33640581 / how - to - do - xavier - initialization - on - tensorflow low = - constant * np. sqrt ( 6. 0 / ( fan _ in + fan _ out ) ) high = constant * np. sqrt ( 6. 0 / ( fan _ in + fan _ out ) ) return tf. random _...
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def plot _ test _ b ( self, a = 0. 02, b = 5. 0e - 6, size = ( 10, 6 ), gtype ='vor ', print _ errors = true ) : # xo = self. tri _ verts [ :, 0 ] # yo = self. tri _ verts [ :, 1 ] if gtype = ='tri': xo = self. tri _ verts [ :, 0 ] yo = self. tri _ verts [ :, 1 ] opgtype ='vor'# opposite ( dual ) grid elif gtype = ='vo...
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def graphemes ( self ) - > sequence [ text ] : return " ". split ( self. word )
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def table ( title, headers, data _ node ) : tb = {'type':'table ','title': title,'headers': headers,'data': data _ node, } return tb
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def get _ time _ interval ( starttime, endtime ) : nowtime = time. time ( ) if not endtime : endtime = min ( starttime + 24 * 3600 if starttime else nowtime, nowtime ) if not starttime : starttime = endtime - 24 * 3600 return starttime, endtime
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def conditional _ cpu _ profile ( sort, max _ rows ) : def profile _ decorator ( func ) : " " " decorator function with required function signature " " " @ wraps ( func ) def wrapped ( * args, * * kwargs ) : " " " allows us to wrap the call we want in other functions " " " import cprofile import pstats from io import s...
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def test _ simplify _ constraints _ constraints _ with _ simplification ( self ) : parameters = [ 3, 3, 3, 3 ] constraints = { ( pair ( 0, 0 ), pair ( 2, 0 ) ), ( pair ( 0, 1 ), pair ( 2, 0 ), pair ( 1, 1 ) ), ( pair ( 0, 2 ), pair ( 2, 0 ) ), ( pair ( 2, 0 ), ) } solver = solver ( [ ], [ ] ) solver. data = parameters ...
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def ssh _ setup ( ) : c = sshclient ( ) c. set _ missing _ host _ key _ policy ( autoaddpolicy ( ) ) return c
[ 1.0278829336166382, -0.4075864851474762, 0.2804970443248749, 0.34387287497520447, 0.03319081664085388, 0.7132492065429688, -0.11862481385469437, 0.2509395480155945, -0.6074559092521667, -0.2278144806623459, -0.37743857502937317, 0.27656063437461853, -0.2170271873474121, -0.7192567586898804...
def test _ get _ textures _ location _ same ( dummy, data _ dir ) : d = dummy. get _ textures _ location ( ) loc = os. path. join ( data _ dir,'dummy') assert d = = loc
[ 0.2964920699596405, -0.21936343610286713, 0.4067826569080353, -0.9069947600364685, 0.6715809106826782, -0.016648974269628525, 2.070408821105957, -0.8841201066970825, 0.9537172317504883, -0.6683537364006042, -0.7328457236289978, 0.9205983877182007, 0.5769625902175903, -0.47081878781318665, ...
def get _ 5gnr _ bwp _ ch _ ptrs _ re _ offset ( self ) : rdstr = " < tbs > " return rdstr
[ 0.4409676194190979, -0.5405167937278748, 0.3532012701034546, -1.2729108333587646, -0.27105778455734253, 0.6698020696640015, 0.3962588608264923, -0.7528586983680725, 0.3000704050064087, 0.2224631905555725, 0.42867159843444824, 0.8479940891265869, -1.5613445043563843, -0.6229865550994873, ...
def pingtest ( conffilename ) : from twisted. web. soap import proxy from twisted. internet import reactor import time c = config ( conffilename ) c. read ( ) url = " http : / / % s : % d / % s " % ( c. slavehostname, c. slaveport, c. slavesoappath ) print " using url ", url proxy = proxy ( url ) t = time. time ( ) cal...
[ -0.29012224078178406, 0.14264298975467682, 0.9121550917625427, -0.04297708719968796, 0.4621916115283966, 0.47791430354118347, 0.6275637745857239, 0.7206336855888367, -0.09069511294364929, 0.5869566202163696, -1.0816997289657593, 0.009111777879297733, -0.8505021333694458, 0.0250654611736536...
def do _ func ( fname ) : print ('testing { } - " { } " '. format ( fname, os. path. join ( get _ spec _ suite _ dir ( ), fname ) ) ) for text in get _ test _ script _ parts ( fname ) : sexpr = parse _ sexpr ( text ) # assert that the toplevel expression makes sense assert sexpr [ 0 ] in ('module ','invoke ','register ...
[ -0.09515848755836487, -0.2727571129798889, 0.7585298418998718, -0.07276095449924469, 0.12218913435935974, -0.07286102324724197, 0.7902074456214905, 0.21944747865200043, -0.25727522373199463, -0.26916325092315674, -0.0751711055636406, 0.6684362292289734, 0.12427456676959991, 0.8554068803787...
def _ neutron _ unused _ port _ cleanup ( context ) : log. debug ('pvc _ nova. compute. manager. powervccomputemanager'' _ neutron _ unused _ port _ cleanup : cleaning up unused neutron'' ports...') # get all the running instances from the db which aren't deleted. ports _ ids _ to _ delete = [ ] try : # expensive! db _...
[ 0.018738945946097374, -0.36783847212791443, 0.5578408241271973, -0.9948645830154419, 0.8984402418136597, -0.41464748978614807, 0.5874708890914917, -0.027113454416394234, 0.16223885118961334, 0.09896967560052872, 0.42407456040382385, 0.8078767657279968, -0.31006738543510437, 0.2108958214521...
def test _ table _ rendering ( self ) : us = updatestatement ('table') self. asserttrue ( six. text _ type ( us ). startswith ('update table set'), six. text _ type ( us ) ) self. asserttrue ( str ( us ). startswith ('update table set'), str ( us ) )
[ -0.15261924266815186, 0.10062045603990555, 0.4187126159667969, 0.4256206750869751, -0.777450442314148, 0.024837546050548553, -0.4323439300060272, -0.22309789061546326, 0.35355132818222046, 0.4392159581184387, 0.12607844173908234, -0.04286457970738411, -0.3708147704601288, 0.049110021442174...
def has _ flag ( self, target _ object, flag ) : content _ flag _ object = self. get _ flag _ object ( flag ) content _ type _ object, object _ id = contenttype. objects. get _ for _ model ( target _ object. _ _ class _ _ ), target _ object. id return contentflaginstance. objects. filter ( content _ type = content _ ty...
[ 0.6985034942626953, -0.7480192184448242, 0.5165196061134338, 0.24853244423866272, 0.3295190930366516, 0.10682013630867004, -0.7068322896957397, -0.15550753474235535, -0.9922288656234741, 0.0938199907541275, -0.39224258065223694, 1.0726701021194458, -0.3534044027328491, 0.2920864522457123, ...
def retrain ( self ) : for parameter, values in self. best _ parameters. iteritems ( ) : self. classifier. set _ params ( * * { parameter : values } ) self. classifier. fit ( self. x _ train, self. y _ train ) logging. info ('training performance') predictions = self. classifier. predict ( self. x _ train ) log _ repor...
[ -0.5808923840522766, -0.41013655066490173, 0.20236384868621826, 0.08622858673334122, 1.406329870223999, -0.27863794565200806, 0.6366233825683594, 0.6848742365837097, -1.2634035348892212, -0.2442815750837326, 0.06367156654596329, 0.9771500825881958, -0.11948498338460922, 0.5215256214141846,...
def assign _ send _ receive ( pop _ size1, pop _ size2 ) : tot _ pop = pop _ size1 + pop _ size2 pop _ shuffle = list ( range ( tot _ pop ) ) random. shuffle ( pop _ shuffle ) indvs _ to _ send = [ ] indvs _ to _ receive = [ ] for i, indv in enumerate ( pop _ shuffle ) : my _ new = ( i < tot _ pop / 2 ) my _ old = ( in...
[ -1.5136183500289917, -0.07952788472175598, 0.6072725057601929, -0.45343366265296936, -0.5811627507209778, -0.14817535877227783, 0.573085606098175, -0.2534075081348419, -0.21240872144699097, 1.45964515209198, -0.3763813078403473, 0.5858979225158691, -0.03253611549735069, 0.1328755021095276,...
def _ parse _ source _ responses _ entities ( self, responses : responses ) - > entities : def entity ( case _ node, case _ result : str ) - > entity : " " " transform a test case into a test case entity. " " " name = case _ node. get ( " name ", " < nameless test case > " ) return dict ( key = name, name = name, class...
[ -0.39242032170295715, -1.1504080295562744, 0.3618469536304474, -0.69334477186203, 0.4044578969478607, 0.5082393288612366, 0.7359455823898315, -0.1733916997909546, 0.7200449109077454, -0.3073881268501282, 0.13559676706790924, -1.0501880645751953, 0.3750068247318268, 0.5773230791091919, -0...
def maximal _ rectangle ( matrix : list [ list [ str ] ] ) - > int : def largest _ rectangle _ at _ position ( x : int, y : int ) - > int : if matrix [ x ] [ y ] = ='0': return 0 max _ ones = 0 while y + max _ ones < num _ cols and matrix [ x ] [ y + max _ ones ] = ='1': max _ ones + = 1 max _ size = 0 rows _ seen = 0 ...
[ -0.14732728898525238, 0.32842180132865906, 0.9747627377510071, 0.39232364296913147, -0.8882081508636475, -0.8083997368812561, 0.24423091113567352, 0.3998587727546692, 0.7442685961723328, 0.2673319876194, 0.24672390520572662, -0.6225067973136902, -0.14274699985980988, 0.5816354155540466, ...
def get _ settings ( backend _ key, use _ default = true ) : notification _ settings = getattr ( settings,'notifications ', none ) if not backend _ classes. get ( backend _ key, none ) : raise environmenterror ('invalid backend : % s'% ( backend _ key ) ) if not notification _ settings : raise environmenterror ('notifi...
[ -0.0653226375579834, 0.7297356128692627, 0.6182057857513428, -0.11847653985023499, 0.6654461622238159, -0.9784890413284302, -0.06301403790712357, -1.1502124071121216, -0.9133565425872803, 1.9887256622314453, -0.558373212814331, -0.18622437119483948, -0.7160037159919739, 0.6449071764945984,...
def empty _ cache ( ) - > none : torch. _ c. _ mps _ emptycache ( )
[ 0.39835721254348755, 0.2903936505317688, 0.22129610180854797, 0.15436798334121704, 0.9023255109786987, 0.71674644947052, 0.6439685225486755, 0.35358569025993347, -0.5443695187568665, 0.31315070390701294, -0.45281708240509033, 0.7742292881011963, -0.2664520740509033, -0.5560476183891296, ...
def getlivegame ( self, id ) : base _ live = self. getgame ( id, self. game _ type _ live ) match = re. search ( '. * / tsn / (. *? ) /. * ', base _ live, re. ignorecase ) if match! = none : try : hd = base _ live. replace ('android. m3u8 ','s _'+ match. group ( 1 ) +'_ live _ game _ hd. m3u8') req = urllib2. request (...
[ 0.2508676052093506, -0.6636360883712769, 0.9614832997322083, 0.5153149962425232, -0.15198123455047607, 0.2571179270744324, -1.2731947898864746, -0.43307191133499146, 0.32837212085723877, 0.79603511095047, 0.5901973843574524, -0.6046242713928223, -0.5616329312324524, -0.18928977847099304, ...
def fill _ data _ gaps _ with _ nans ( timestamps, data, sampling _ rate, max _ jitter = 0. 00001 ) : sampling _ period = 1. / float ( sampling _ rate ) # find indices with gaps and gap sizes gaps = list ( np. where ( np. diff ( timestamps ) > ( sampling _ period + max _ jitter ) ) [ 0 ] ) gap _ lengths = [ float ( tim...
[ 0.25561603903770447, 0.7288992404937744, 0.7252205610275269, -0.26830366253852844, -0.21138806641101837, 0.520311176776886, 0.42886707186698914, 0.3227621018886566, 0.8907531499862671, 0.3675835132598877, 0.12569837272167206, 0.3454008400440216, 0.3953101933002472, 0.4946933686733246, -0...
def entity _ label ( obj ) : return entity _ ref ( obj, incomplete = true ) [ 0 ]
[ -0.027154557406902313, -1.1954606771469116, 0.7317913174629211, -0.7614807486534119, 0.19720159471035004, 0.9405855536460876, 0.7085989117622375, -0.8087250590324402, 0.9721691012382507, 1.1429568529129028, 0.9536202549934387, -0.4543522298336029, 0.3965992033481598, 0.059945981949567795, ...
def with _ format ( self, type : optional [ str ] = none, columns : optional [ list ] = none, output _ all _ columns : bool = false, * * format _ kwargs, ) : dataset = copy. deepcopy ( self ) dataset. set _ format ( type = type, columns = columns, output _ all _ columns = output _ all _ columns, * * format _ kwargs ) r...
[ -0.25085243582725525, -0.5386605858802795, 0.41788411140441895, 0.37205561995506287, -0.9429519176483154, -0.4486102759838104, -0.7999441623687744, -0.2574087977409363, 0.2898304760456085, -0.5028323531150818, 1.089124083518982, 1.0413930416107178, 0.5046610832214355, 0.24901871383190155, ...
def amount ( self ) : return string _ to _ float ( self. _ dict. get ('amount') )
[ 0.659889817237854, -0.4334087073802948, 0.4132494628429413, -0.8426023721694946, 0.15351952612400055, 0.17704881727695465, 0.20856794714927673, -0.03365522250533104, 0.33436599373817444, 0.5950713157653809, 0.576088011264801, -0.02707970142364502, 0.19308313727378845, -0.0784694105386734, ...
def polyarr2pix ( polyarr, header ) : w = mkwcsdict ( header ) wcs = pw. wcs ( w ['header2d'] ) return wcs. wcs _ sky2pix ( polyarr, 0 )
[ -0.4972822666168213, -0.7310553193092346, 0.5047229528427124, -0.8018392324447632, -1.855987787246704, 0.8971226215362549, -0.8827615976333618, -0.5026559233665466, 1.4068994522094727, 0.4006527364253998, -0.2973006069660187, 0.6893515586853027, -0.21867364645004272, 0.07822339981794357, ...
def _ transact _ buy ( self, quantity, price, commission ) : self. avg _ bought = ( ( self. avg _ bought * self. buy _ quantity ) + ( quantity * price ) ) / ( self. buy _ quantity + quantity ) self. buy _ quantity + = quantity self. buy _ commission + = commission
[ 0.0890638455748558, -0.25484827160835266, 0.5419707894325256, -0.2844682037830353, 1.3516006469726562, -0.24616505205631256, 0.013250712305307388, 0.27066299319267273, -0.4737073481082916, 1.1311674118041992, -0.20367179811000824, 0.6988162398338318, 0.2439488172531128, -1.0600496530532837...
def sor ( a, b, prec = 1e - 7, w = 1. 5 ) : n = len ( a ) xk = [ 0. 0 ] * n sumation = 0. 0 # garantizar que los elementos de la diagonal principal sean distintos de cero for i in range ( n ) : if a [ i ] [ i ] = = 0 : exit ('los elementos a [ i ] [ i ] deben ser diferentes de 0') xk1 = [ b [ i ] / float ( a [ i ] [ i ...
[ 0.8417059779167175, 0.6042645573616028, 1.0902278423309326, 0.00024518027203157544, -1.1529362201690674, -0.5544648766517639, 0.21769213676452637, -0.13134638965129852, 0.09161883592605591, 1.0472254753112793, 0.5978369116783142, -0.09087377786636353, -0.41056424379348755, 0.12359397858381...
def service _ search ( request ) : if request. method = ='post': # get search key data from search form search _ value = request. post. get ('search _ value') print ( " = = = = = = = = = = = = = = = = = = = = = = = = " ) # get all requirements in service status if request. user. has _ perm ('customer. customer _ view _...
[ 0.04258831962943077, -0.10464075207710266, 0.9817013144493103, 0.15218670666217804, -0.21645838022232056, 0.5738447308540344, 0.2833252251148224, -0.05210845172405243, -0.9058815836906433, 0.33319419622421265, 0.930242657661438, 0.40310853719711304, 0.12019132822751999, 1.1410648822784424,...
def generate _ randomness ( bytes = 32 ) : return base64. encode ( bytearray ( random. getrandbits ( 8 ) for i in range ( bytes ) ) )
[ -0.7260388135910034, -0.05760474130511284, 0.5057868957519531, -0.3747808337211609, 0.333678662776947, 0.939511775970459, -0.3925902247428894, 0.6071258783340454, 1.18950617313385, 0.3699387311935425, -0.728857696056366, 0.18219415843486786, -1.1995012760162354, 0.07828769832849503, -0.9...
def _ getststoken ( self ) - > tuple [ bosclient, str ] : config = _ invokebackend ( " circuit / gensts ", { " token " : define. hubtoken } ) global _ bosclient _ bosclient = bosclient ( bceclientconfiguration ( credentials = bcecredentials ( str ( config ['accesskeyid'] ), str ( config ['secretaccesskey'] ) ), endpoin...
[ -0.1739473193883896, -0.6652284860610962, 0.43842044472694397, -0.3970101475715637, 0.05203104391694069, -0.5894101858139038, -0.195083349943161, -0.1658393293619156, -0.8358058929443359, 0.07577954977750778, -1.0734834671020508, 1.0569684505462646, -0.10732229053974152, -0.492535203695297...
def genotype _ correlation ( chr _ list ) : starttime = datetime. datetime. now ( ) gt1 = hl. read _ matrix _ table ('gs : / / nbaya / split / ukb31063.'+ variant _ set +'_ variants. gwas _ samples _ repart. mt') print ( gt1. count ( ) ) print ( gt1. describe ( ) ) for ch in chr _ list : mt _ chr = hl. filter _ interva...
[ 0.16215300559997559, -0.01263588760048151, 0.7855744957923889, -0.3229512870311737, 0.7991278767585754, 0.8387777805328369, 1.0793460607528687, -0.08325233310461044, -0.12465059012174606, 0.5521451234817505, -0.3145736753940582, 0.4784247577190399, -0.5609930753707886, 0.6546708345413208, ...
def _ _ init _ _ ( self, data ) : assert len ( data ) = = len ( self. cols ) for colname, dat in zip ( self. cols, data ) : setattr ( self, colname, dat )
[ -0.5642383694648743, -0.19165636599063873, 0.4506325423717499, -0.10772562772035599, -0.2931426763534546, -0.07813043147325516, -0.1172025203704834, -0.588825523853302, -0.06352701783180237, -0.5740941166877747, -0.869416356086731, -0.36778900027275085, 0.7101292014122009, 0.29850515723228...
def _ _ del _ _ ( self ) - > none : self. clear ( )
[ 0.5663425922393799, -0.583136796951294, 0.3049449026584625, -1.266801357269287, -0.4785403609275818, 0.40786007046699524, -0.07067898660898209, -0.701140820980072, 1.032689094543457, -0.44917160272598267, 0.2601013779640198, 1.0706814527511597, 0.5970967411994934, -0.08813576400279999, 0...
def test _ lmdb _ insert ( ) : with temporarydirectory ( ) as dbpath : n = 100 total1 = 0 env = lmdb. open ( dbpath ) with env. begin ( write = true ) as txn : for i in range ( n ) : key ='key - { } '. format ( i ). encode ('utf8') value = random. randint ( 0, 2 * * 32 - 1 ) total1 + = value data = struct. pack ('< l '...
[ -0.5118746757507324, 0.9558044672012329, 0.5453606247901917, -0.5659013390541077, 0.5464880466461182, 0.19260679185390472, 0.18270207941532135, 0.17931579053401947, -0.612147331237793, -0.22319728136062622, -1.1921716928482056, -0.6210352182388306, -1.1082518100738525, 0.26126596331596375,...
def clean _ html ( html _ text, javascript = true, scripts = true, style = true, embedded = true, links = true, forms = true, frames = true, comments = true, annoying _ tags = true, meta = true, safe _ attrs _ only = true, remove _ unknown _ tags = true, processing _ instructions = true ) : # true = remove | false = ke...
[ 0.3316367566585541, -0.2514154314994812, 0.741949200630188, 0.40553125739097595, -0.9502024054527283, 0.21834900975227356, -0.3739774227142334, 0.06715429574251175, -0.16398866474628448, 0.4889849126338959, -0.04140700399875641, 0.12218290567398071, -0.4704713821411133, 0.4841676950454712,...
def settext ( self, text ) : pass
[ -0.4315621256828308, -0.5158454179763794, 0.12868596613407135, 0.41863107681274414, -0.09977690130472183, 0.703416109085083, -0.3558162748813629, 0.4946381449699402, 0.48817238211631775, -0.049463652074337006, -1.2385642528533936, 0.3346346914768219, -0.6533423066139221, 0.1102403998374939...
async def bottomxp ( self, ctx ) : promoarray = self. settings. getserverstat ( ctx. message. server, " members " ) # promosorted = sorted ( promoarray, key = itemgetter ('xp') ) promosorted = sorted ( promoarray, key = lambda x : int ( x ['xp'] ) ) startindex = 0 total = 10 msg = " " if len ( promosorted ) < 10 : tota...
[ -0.20318681001663208, 0.05674199014902115, 0.919508159160614, -0.0166629571467638, 0.3144688904285431, -0.0027403924614191055, -0.16410484910011292, -0.23979096114635468, 0.09822415560483932, 0.18350434303283691, -0.49278759956359863, 1.6329227685928345, -1.455538034439087, 0.1356275230646...
def file _ diff ( title, diff _ data ) : fd = {'type':'diff ','title': title,'data': diff _ data, } return fd
[ -0.19313575327396393, -1.1025694608688354, 0.5313436985015869, -0.5407010912895203, -0.5242764353752136, 0.6382917165756226, -0.5196719169616699, 0.344638854265213, -1.2567224502563477, -0.6265785098075867, -0.22694724798202515, 0.21437081694602966, 0.24540367722511292, 0.07072508335113525...
def regnetx _ 004 _ tv ( pretrained = false, * * kwargs ) - > regnet : return _ create _ regnet ('regnetx _ 004 _ tv ', pretrained, * * kwargs )
[ -0.14879608154296875, 0.7085354328155518, 0.22030657529830933, 0.7063417434692383, 0.14579643309116364, -0.5203256011009216, -0.6662249565124512, -0.41469046473503113, -0.15937434136867523, -0.679511308670044, -1.004382610321045, 0.2894302010536194, -0.5893140435218811, -0.673257052898407,...
def get _ optional _ type ( tp : type ) - > type : if not is _ optional _ type ( tp ) : raise valueerror ('get _ optional _ type ( ) called with non - optional type.') if is _ literal _ type ( tp ) : # note that this doesn't remove ` none ` as a valid choice, but that's not a problem so far. return tp return next ( arg...
[ 0.7121628522872925, -0.5237356424331665, 0.464537113904953, -0.019776323810219765, 0.6161649227142334, -0.1686435043811798, -0.031362276524305344, -0.664484441280365, 0.40480589866638184, 0.7353503108024597, 0.4919172525405884, 0.12716229259967804, -0.4629318118095398, 0.045771826058626175...
def play ( self, node : n ) - > n : pass
[ -1.2311490774154663, 0.5643479228019714, 0.3746151924133301, 0.636087954044342, 0.5925356149673462, -0.44374173879623413, 0.5309355854988098, -0.5543690323829651, 0.09106148779392242, -0.3620651662349701, -0.07351504266262054, 1.2139252424240112, -0.03986812382936478, -0.1779562383890152, ...
def ssa _ versions ( self ) - > generator [ int, none, none ] : if self. _ il _ function is none : raise notimplementederror ( " no il function associated with variable " ) version _ count = ctypes. c _ ulonglong ( ) if self. _ il _ function. il _ form in [ functiongraphtype. mediumlevelilfunctiongraph, functiongraphty...
[ -0.2356065958738327, -0.11977767944335938, 0.47070208191871643, -0.027212273329496384, -0.4814195930957794, 0.47307252883911133, 0.40487873554229736, -0.23139089345932007, 0.741887629032135, 0.4378136694431305, -0.33125463128089905, 0.8907263278961182, 0.5672921538352966, 0.811645209789276...
def create _ response ( data = { }, status = 200, message ='' ) : response = {'success': 200 < = status < 300,'code': status,'message': message,'result': data } return jsonify ( response ), status
[ -0.046554677188396454, -0.6648821830749512, 0.4912821650505066, -0.11987950652837753, -0.37276336550712585, -0.3027627766132355, -0.7793213725090027, 0.04794226959347725, -0.2756202518939972, 0.21842606365680695, -1.7343374490737915, 0.3345772922039032, -0.19080668687820435, -0.14745177328...
def _ get _ xyz ( session, station _ id ) : # request url to get the data url ='http : / / meteosearch. meteo. gr / formproc. asp'# post request body req _ body = {'stationid': station _ id,'selectyear': 2020,'selectmonth': 12 } response = session. post ( url, req _ body ) # check for code 2xx. if response. ok : statio...
[ -0.6337057948112488, 0.0914655476808548, 0.5754215121269226, 0.05344613268971443, 0.08319796621799469, -0.3127954304218292, -0.372891366481781, 0.042469464242458344, -0.29973408579826355, -0.7324455976486206, -0.15540115535259247, 0.009841776452958584, 0.010872742161154747, 0.1254111826419...
def matrix _ to _ histogram ( m, name = " temp ", bins = 50, normed = 1 ) : arr = flatten _ matrix ( m ) plt. hist ( arr, bins = bins, normed = normed ) plt. xlabel ( " value " ) plt. ylabel ( " frequency " ) plt. savefig ( name ) plt. show ( )
[ 0.5559220910072327, 0.3967938721179962, 0.4768098294734955, -0.08610072731971741, -0.8910770416259766, 0.17259567975997925, 1.1106117963790894, 0.6923186182975769, 0.520256757736206, 0.23040631413459778, -0.05104602873325348, 0.6566715836524963, 0.04047267138957977, 0.2673410177230835, 0...
def task _ retry _ limit ( self ) : return self. _ _ task _ retry _ limit
[ 0.10026181489229202, 0.19285960495471954, 0.43497398495674133, 0.6939408779144287, -0.2195897251367569, 1.1351689100265503, 0.9498838782310486, 0.1947944015264511, -0.26909780502319336, 0.3822188675403595, -0.7214057445526123, 0.8244998455047607, -0.20838862657546997, -1.4102510213851929, ...
def solve ( self, setenvironment = true ) : for name, var in self. variables. items ( ) : path = self. _ solve ( var ) if setenvironment : os. environ [ name ] = path if name = = " pythonpath " : for i in path. split ( os. pathsep ) : if i not in sys. path : sys. path. append ( os. path. normpath ( i ) )
[ -0.6813899278640747, 0.07430481165647507, 0.46156781911849976, 0.45044708251953125, 1.2201799154281616, 0.1815965324640274, 0.79327392578125, -0.19872380793094635, -0.5622090101242065, -0.006247964687645435, -0.441423237323761, -0.9650086164474487, -0.3586088716983795, 0.8627820014953613, ...
def det ( self ) : if self. _ method = = " doolittle " : if not self. _ decomposed : self. _ doolittle _ decompose ( ) if not self. _ det _ a : self. _ det _ a = self. _ determinant ( self. _ u ) return self. _ det _ a
[ -0.4396740794181824, -0.5484984517097473, 0.40246596932411194, -0.4059690833091736, 0.11276403069496155, 0.29258736968040466, 1.2521264553070068, -0.04977457597851753, 0.6297123432159424, -1.3691734075546265, -0.12686660885810852, 0.0428144633769989, -0.3086164891719818, 0.5315176844596863...
def idt ( self ) : log. debug ( " executing volatility idt plugin on " " { 0 } ". format ( self. memdump ) ) self. _ _ config ( ) results = [ ] command = self. plugins [ " idt " ] ( self. config ) for n, entry, addr, module in command. calculate ( ) : if module : module _ name = str ( module. basedllname or'' ) sect _ ...
[ -0.4228495955467224, -0.4640640914440155, 0.5085192322731018, -1.0404576063156128, 0.3710806369781494, -0.9063208103179932, -0.5958393216133118, -0.33858543634414673, 0.10821032524108887, 0.9119675755500793, -0.7356776595115662, -0.03072129189968109, -0.7377164363861084, -0.066940419375896...
def method ( self ) : return self. _ method
[ -0.21185216307640076, 0.21364325284957886, 0.12104806303977966, -0.5110296607017517, 0.4080463647842407, -0.15325427055358887, 1.0873335599899292, -0.7398309111595154, 0.2495536357164383, -1.0210692882537842, 0.757101833820343, 0.3915148675441742, 0.31468984484672546, -0.25264132022857666,...
def create ( self, layer ) : try : uploaded _ file = self. get _ uploads ('file') if uploaded _ file : uploaded _ file = uploaded _ file [ 0 ] else : uploaded _ file = none resource _ id = self. _ createresource ( layer, self. request. get ('type'), self. request. get ('filename'), self. request. get ('url'), uploaded ...
[ -0.791292130947113, -0.11787453293800354, 0.599866509437561, -0.02142307348549366, 0.1584254652261734, 0.3144541382789612, 0.9069827198982239, -0.45203259587287903, -0.40677013993263245, -0.28381621837615967, 0.22400493919849396, -0.6785250306129456, 0.005141464527696371, 0.902027249336242...
def remove _ withno ( sensor _ list ) : for i in range ( len ( sensor _ list ) ) : if type ( sensor _ list [ i ] )! = str : continue if sensor _ list [ i ] [ - 7 : ] = ='_ withno': sensor _ list [ i ] = sensor _ list [ i ] [ : - 7 ] +'_ original'if sensor _ list [ i ] [ - 12 : ] = ='_ withno _ flag': sensor _ list [ i ...
[ -0.2066044956445694, -0.500924289226532, 0.776481568813324, -0.23904743790626526, -0.6379941701889038, -0.30785366892814636, -0.2516651451587677, 0.8755642175674438, 0.22580839693546295, 0.5907682180404663, -1.0061116218566895, 0.49827703833580017, -0.6357893347740173, 0.27702367305755615,...
def double _ lst ( lst, lst2 = [ ] ) : if lst = = [ ] : return lst2 val = lst [ 0 ] * 2 lst2. append ( val ) return double _ lst ( lst [ 1 : ], lst2 )
[ -0.23891636729240417, 0.5853124856948853, 0.7448013424873352, 1.7865631580352783, -0.2174934446811676, 0.5290879011154175, -0.9945436120033264, 0.0945451483130455, -0.01851135678589344, 0.3536897301673889, -1.862809181213379, 0.4109398126602173, 0.13952846825122833, 1.5271344184875488, -...
def test _ valid _ page _ handling ( self ) : response = self. client. get ( reverse ('test - pagination ', kwargs = {'page': 2 } ) ) self. assertequal ( " 5, 6, 7, 8, 9 ", response. content. decode ( ) )
[ 0.22312848269939423, 0.029896467924118042, 0.5398546457290649, -0.3667740821838379, 0.5692116618156433, -0.01582838036119938, -0.32088273763656616, -0.04812543839216232, 0.5110461711883545, -0.6961890459060669, -0.08485981822013855, -0.9977062940597534, -0.27966463565826416, -0.33740577101...
def customer _ view ( request, pk ) : customer = customer. objects. get ( id = pk ) # set context. # leads, sales _ people, roof _ types, storeys, electric _ powers are default options loaded in django admin # requirement, credit _ card, files are loaded from current customer # options allow to configure if a section i...
[ 0.7970190644264221, 0.009267764165997505, 0.9649797081947327, 0.3361857533454895, -0.6576979756355286, 0.18953411281108856, 0.8966387510299683, -0.16361188888549805, -0.2149663120508194, 0.30405986309051514, 0.404954731464386, 0.08827019482851028, 0.30209988355636597, 0.6237701773643494, ...
def diag _ h ( a, b, k ) : h = np. zeros ( ( k * k, n ), a. dtype ) h [ : k * * 2 : k + 1, : ] = a h [ 1 : ( k - 1 ) * k : k + 1, : ] = b [ 1 :, : ] h. shape = ( k, k, n ) q = np. linalg. eigh ( h. t, uplo ='l') [ 1 ] q = np. swapaxes ( q, 1, 2 ). t return q
[ 0.03716202825307846, 0.1515437513589859, 0.9375038743019104, 0.3619873523712158, -0.36014923453330994, 0.036076124757528305, 0.22004331648349762, 1.3154767751693726, 0.02742740325629711, 0.7608637809753418, 0.33869269490242004, -0.08430539816617966, 0.5861106514930725, -0.585239589214325, ...
def get _ path _ to _ license ( ) - > str : return join ( install _ dir,'license. txt')
[ 1.2957903146743774, -1.1973135471343994, 0.48374804854393005, 0.31765249371528625, 0.3428680896759033, 1.1276603937149048, 1.1755913496017456, 1.6201914548873901, -0.29018527269363403, 0.6343746781349182, 1.0347189903259277, -0.40042299032211304, -0.4992201030254364, 0.015277361497282982, ...
def on _ disconnected ( self, device _ addr ) : pass
[ 0.27943530678749084, -0.6865574717521667, 0.22350387275218964, 0.724003791809082, 0.20138691365718842, 0.3160492777824402, 0.2669372856616974, 0.07669777423143387, 0.9858811497688293, -0.7947016954421997, -0.32760757207870483, 0.32746320962905884, 0.401143878698349, -0.3018915057182312, ...
def _ run _ toplevel ( config, config _ file, work _ dir, parallel, fc _ dir = none, run _ info _ yaml = none ) : parallel = log. create _ base _ logger ( config, parallel ) log. setup _ local _ logging ( config, parallel ) dirs = run _ info. setup _ directories ( work _ dir, fc _ dir, config, config _ file ) config _ ...
[ -0.1942518800497055, -0.23413661122322083, 0.8455177545547485, -0.10128755867481232, 0.3882807493209839, -0.15490005910396576, 0.7599905133247375, 0.3581847548484802, -0.6513908505439758, 0.48270756006240845, -0.2216702103614807, -0.2050853967666626, 0.13507825136184692, 0.7228953242301941...
def test _ tc _ 43795 _ post _ proximityzone _ abletocreateproximityzonewithmandatoryparameters ( self, context ) : # these could come from a data file id = " proximitypost " name = " proximitypost " # define a test step with pytest. allure. step ( " create proximityzone ` { } ` ( { } ). ". format ( name, id ) ) : # cr...
[ 0.1826871633529663, -0.12045058608055115, 0.6221247911453247, 0.45096057653427124, -0.12942609190940857, 1.3900511264801025, -0.38846051692962646, 0.46476784348487854, 0.8726410269737244, 0.15151940286159515, -0.47974494099617004, -0.6256298422813416, -0.7645364999771118, 0.487752258777618...
def get _ rmeans ( sims ) : c = ['r ','uo ','ui ','cost ','samples ','density ','mahalanobis ','tserr ','tspos ','tsneg'] dfr = pd. dataframe ( columns = c ) for s in sims : file _ qoi = path ( s,'qoi _ sheet. csv') r = int ( str ( str ( s. rsplit ('/ ', 1 ) [ 1 ] ). split ('l') [ 0 ] ). split ('r') [ 1 ] ) df = pd. re...
[ -0.228812113404274, 0.93630051612854, 0.6995178461074829, -0.4857380986213684, -0.13003750145435333, -0.22392131388187408, 0.0785277783870697, -0.470506489276886, -0.07910198718309402, 0.3184681534767151, 0.3474544584751129, 0.16269439458847046, 0.17473837733268738, -0.28857511281967163, ...
def test _ software _ 2 ( model, testloader ) : model. eval ( ) avg _ loss = averagemeter ( " average - loss " ) y _ gt = [ ] y _ pred _ label = [ ] for batch _ idx, ( img, y _ true ) in enumerate ( testloader ) : img = variable ( img ) y _ true = variable ( y _ true ) out = model ( img ) y _ pred = f. softmax ( out, d...
[ -0.7770029902458191, -0.792449951171875, 0.6565291881561279, 0.39383962750434875, -0.9548447728157043, 0.4483339190483093, 0.410317063331604, -0.0730338767170906, -1.1333379745483398, 0.7372317910194397, -0.22018592059612274, 0.06501369178295135, 0.6783328056335449, 1.655840277671814, -0...
def _ write _ peer _ device _ bt _ address ( self ) : with open ( global _ config _ path, " r " ) as read _ file : data = json. load ( read _ file ) with open ( global _ config _ path, " w + " ) as write _ file : data [ _ echo _ bluetooth _ address ] = self. _ peer _ device _ bt _ addr json. dump ( data, write _ file )
[ -1.231469750404358, -0.842578113079071, 0.6469575762748718, -0.4564920663833618, 0.5578272342681885, 0.7653931379318237, 0.6748039722442627, 0.1586703658103943, -0.7775783538818359, 0.42267975211143494, -0.7346744537353516, 0.5564137101173401, -0.45202529430389404, -0.08282241225242615, ...
def test _ redetect _ in _ area _ outside _ image ( self ) : # face on the bottom image boundary image = vlimage. load ( filename = face _ with _ mask ) for detector in self. detectors : with self. subtest ( detectortype = detector. detectortype ) : rect = detector. detectone ( image ). boundingbox. rect rect. width = ...
[ -0.21690253913402557, -0.13390198349952698, 0.6254279613494873, 0.9249192476272583, 0.7607547044754028, -0.18128269910812378, 0.3214069604873657, -0.4840671718120575, 0.6041654348373413, -0.44431450963020325, -0.21983219683170319, -0.07236995548009872, 0.19934819638729095, 1.07817184925079...
def test _ cs2 _ larger _ ct2 ( ) : f0 = tab. q ['ct2'] ( x, y ) f1 = tab. q ['cs2'] ( x, y ) np. testing. assert _ array _ less ( f0, f1 )
[ 0.42859354615211487, -0.8398094773292542, 0.22025756537914276, 0.2672930359840393, 0.11409350484609604, 0.82198566198349, -0.6527950167655945, -1.425533413887024, -0.48015111684799194, -1.156775712966919, -0.4184345304965973, 0.2311689257621765, 1.3077971935272217, 0.32677319645881653, -...
def get _ os _ img ( self, os ='ios ', size ='t') : if os = ='ios': return self. get _ ios _ img ( size ) elif os = ='ios _ retina': return self. get _ ios _ retina _ img ( size )
[ -1.0502395629882812, 0.7843649983406067, 0.34941425919532776, 0.976391613483429, -0.7506053447723389, -0.3460918664932251, -0.5238351225852966, -0.3996729850769043, -0.5429567694664001, 0.7637600302696228, 0.07362592220306396, 0.6697826981544495, 0.6014506816864014, 0.1312824934720993, 0...
def randomly _ partition _ into _ subsets ( n, b ) : mapping = { } available _ buckets = range ( 0, b ) # all buckets are available initially remaining _ points = false # uniformly distribute points to buckets now for i in range ( 0, n ) : no _ available _ buckets = len ( available _ buckets ) if no _ available _ bucke...
[ -0.48459407687187195, 0.2657267451286316, 0.9034743905067444, -0.18937119841575623, -0.5856189727783203, 0.29327234625816345, 1.0715067386627197, 0.1343076527118683, 0.7634891271591187, 0.11951791495084763, -0.27300897240638733, -0.8857419490814209, 0.10577668994665146, -0.3772115409374237...
def find _ first _ empty _ line ( self, line _ from = 0, line _ to = none ) : if not line _ to : line _ to = len ( self. textlist ) - 1 if line _ from > = line _ to + 1 : return 0 last _ empty = false for y in range ( line _ from, line _ to + 1 ) : if self. textlist [ y ]. startswith ('' ) or ( not self. textlist [ y ]...
[ -0.1015172079205513, -0.27799516916275024, 0.8181262016296387, -0.5841970443725586, 0.15032607316970825, 0.19373305141925812, -0.5493974685668945, 0.31507399678230286, -1.0891658067703247, -0.24272553622722626, -0.33881810307502747, 0.04212532937526703, -0.47114694118499756, 1.440928339958...
def wikified _ output _ uploader ( uid : str, pid : str ) - > str : error = none if'wikifier _ output'not in request. files : error ='no file part'else : file = request. files ['wikifier _ output'] if file. filename = ='' : error ='no file selected for uploading'if file and allowed _ file ( file. filename, " csv " ) : ...
[ -0.47687748074531555, -1.0254217386245728, 0.6154266595840454, 0.26730963587760925, -0.14990746974945068, -0.2911983132362366, -0.05350881442427635, -0.03118136338889599, -0.7993083596229553, 0.4042642414569855, 0.4266579747200012, -0.27864718437194824, -0.6130934953689575, 1.0226701498031...
def acronym _ heuristic3 ( doc, features ) : for key in features : if features [ key ]. get ( " alias ", 0. 0 ) > 0 : antecedent = doc. nps. getannotbyid ( int ( features [ key ] [ " id1 " ] ) ) anaphor = doc. nps. getannotbyid ( int ( features [ key ] [ " id2 " ] ) ) if antecedent. gettext ( ). lower ( ) = = anaphor. ...
[ 0.3951946794986725, -0.2858811616897583, 0.4855342209339142, -0.17657314240932465, -0.17320580780506134, 0.8421139717102051, 0.14421170949935913, 1.2146269083023071, -0.0636179968714714, 0.534611165523529, 0.5838745832443237, -0.26646196842193604, 0.8489806056022644, 0.20824161171913147, ...