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doc_19000
Get the current event loop. If there is no current event loop set in the current OS thread, the OS thread is main, and set_event_loop() has not yet been called, asyncio will create a new event loop and set it as the current one. Because this function has rather complex behavior (especially when custom event loop polici...
doc_19001
The entry’s base filename, relative to the scandir() path argument. The name attribute will be bytes if the scandir() path argument is of type bytes and str otherwise. Use fsdecode() to decode byte filenames.
doc_19002
The CreateView page displayed to a GET request uses a template_name_suffix of '_form'. For example, changing this attribute to '_create_form' for a view creating objects for the example Author model would cause the default template_name to be 'myapp/author_create_form.html'.
doc_19003
Create a stem plot. A stem plot draws lines perpendicular to a baseline at each location locs from the baseline to heads, and places a marker there. For vertical stem plots (the default), the locs are x positions, and the heads are y values. For horizontal stem plots, the locs are y positions, and the heads are x val...
doc_19004
Set view_on_site to control whether or not to display the “View on site” link. This link should bring you to a URL where you can display the saved object. This value can be either a boolean flag or a callable. If True (the default), the object’s get_absolute_url() method will be used to generate the url. If your model ...
doc_19005
Pass the response body directly through as the WSGI iterable. This can be used when the body is a binary file or other iterator of bytes, to skip some unnecessary checks. Use send_file() instead of setting this manually.
doc_19006
draw a straight antialiased line aaline(surface, color, start_pos, end_pos) -> Rect aaline(surface, color, start_pos, end_pos, blend=1) -> Rect Draws a straight antialiased line on the given surface. The line has a thickness of one pixel and the endpoints have a height and width of one pixel each. The way a line and...
doc_19007
See Migration guide for more details. tf.compat.v1.raw_ops.RebatchDatasetV2 tf.raw_ops.RebatchDatasetV2( input_dataset, batch_sizes, drop_remainder, output_types, output_shapes, name=None ) Creates a dataset that rebatches elements from input_dataset into new batch sizes. Args input_dataset A Tensor...
doc_19008
Return the number of objects in the permanent generation. New in version 3.7.
doc_19009
This attribute should be set to a true value if the handler’s _write() and _flush() are being used to communicate directly to the client, rather than via a CGI-like gateway protocol that wants the HTTP status in a special Status: header. This attribute’s default value is true in BaseHandler, but false in BaseCGIHandler...
doc_19010
Defaults to False. If enabled, stripping will be applied before the regex validation.
doc_19011
The list of HTTP method names that this view will accept. Default: ['get', 'post', 'put', 'patch', 'delete', 'head', 'options', 'trace']
doc_19012
Returns the result of filter() on a given model manager cast to a list, raising Http404 if the resulting list is empty.
doc_19013
This decorator allows individual views to be excluded from APPEND_SLASH URL normalization.
doc_19014
Return the character for the minimum-size type to which given types can be safely cast. The returned type character must represent the smallest size dtype such that an array of the returned type can handle the data from an array of all types in typechars (or if typechars is an array, then its dtype.char). Parameters...
doc_19015
(default: ' [...]') String that will appear at the end of the output text if it has been truncated. New in version 3.4.
doc_19016
Return whether the Artist has an explicitly set transform. This is True after set_transform has been called.
doc_19017
Return the value of the named header field. name does not include the colon field separator. If the header is missing, None is returned; a KeyError is never raised. Note that if the named field appears more than once in the message’s headers, exactly which of those field values will be returned is undefined. Use the ge...
doc_19018
Online computation of max absolute value of X for later scaling. All of X is processed as a single batch. This is intended for cases when fit is not feasible due to very large number of n_samples or because X is read from a continuous stream. Parameters X{array-like, sparse matrix} of shape (n_samples, n_features...
doc_19019
Provides a convenient view on arrays of string and unicode values. Note The chararray class exists for backwards compatibility with Numarray, it is not recommended for new development. Starting from numpy 1.4, if one needs arrays of strings, it is recommended to use arrays of dtype object_, string_ or unicode_, and ...
doc_19020
This is the object passed to the constructor’s template argument. In general, you shouldn’t change it, but read-only access is not enforced.
doc_19021
alias of pandas._libs.tslibs.offsets.CustomBusinessDay
doc_19022
tuple of iterators along self’s “components.” Returns a tuple of numpy.flatiter objects, one for each “component” of self. See also numpy.flatiter Examples >>> x = np.array([1, 2, 3]) >>> y = np.array([[4], [5], [6]]) >>> b = np.broadcast(x, y) >>> row, col = b.iters >>> next(row), next(col) (1, 4)
doc_19023
Bases: object Manager for actions triggered by user interactions (key press, toolbar clicks, ...) on a Figure. Attributes figureFigure Figure that holds the canvas. keypresslockLockDraw LockDraw object to know if the canvas key_press_event is locked. messagelockLockDraw LockDraw object to know if the me...
doc_19024
Predict class probabilities at each stage for X. This method allows monitoring (i.e. determine error on testing set) after each stage. Parameters X{array-like, sparse matrix} of shape (n_samples, n_features) The input samples. Internally, it will be converted to dtype=np.float32 and if a sparse matrix is provid...
doc_19025
The file may not be renamed or deleted.
doc_19026
Bases: matplotlib.artist.Artist, matplotlib.text._AnnotationBase Container for an OffsetBox referring to a specific position xy. Optionally an arrow pointing from the offsetbox to xy can be drawn. This is like Annotation, but with OffsetBox instead of Text. Parameters offsetboxOffsetBox xy(float, float) The p...
doc_19027
The name of the operating system dependent module imported. The following names have currently been registered: 'posix', 'nt', 'java'. See also sys.platform has a finer granularity. os.uname() gives system-dependent version information. The platform module provides detailed checks for the system’s identity.
doc_19028
assertGreaterEqual(first, second, msg=None) assertLess(first, second, msg=None) assertLessEqual(first, second, msg=None) Test that first is respectively >, >=, < or <= than second depending on the method name. If not, the test will fail: >>> self.assertGreaterEqual(3, 4) AssertionError: "3" unexpectedly not great...
doc_19029
The default timer, which is always time.perf_counter(). Changed in version 3.3: time.perf_counter() is now the default timer.
doc_19030
Return True if socket is in blocking mode, False if in non-blocking. This is equivalent to checking socket.gettimeout() == 0. New in version 3.7.
doc_19031
(default: False) If true, TextWrapper attempts to detect sentence endings and ensure that sentences are always separated by exactly two spaces. This is generally desired for text in a monospaced font. However, the sentence detection algorithm is imperfect: it assumes that a sentence ending consists of a lowercase lette...
doc_19032
See Migration guide for more details. tf.compat.v1.raw_ops.MatrixTriangularSolve tf.raw_ops.MatrixTriangularSolve( matrix, rhs, lower=True, adjoint=False, name=None ) matrix is a tensor of shape [..., M, M] whose inner-most 2 dimensions form square matrices. If lower is True then the strictly upper triangular pa...
doc_19033
from numpy.random import RandomState rs = RandomState(12345) mt19937 = MT19937() mt19937.state = rs.get_state() rs2 = RandomState(mt19937) # Same output rs.standard_normal() rs2.standard_normal() rs.random() rs2.random() rs.standard_exponential() rs2.standard_exponential() class numpy.random.RandomState(seed=Non...
doc_19034
Truncate the file corresponding to file descriptor fd, so that it is at most length bytes in size. As of Python 3.3, this is equivalent to os.truncate(fd, length). Raises an auditing event os.truncate with arguments fd, length. Availability: Unix, Windows. Changed in version 3.5: Added support for Windows
doc_19035
Disassemble the x object. x can denote either a module, a class, a method, a function, a generator, an asynchronous generator, a coroutine, a code object, a string of source code or a byte sequence of raw bytecode. For a module, it disassembles all functions. For a class, it disassembles all methods (including class an...
doc_19036
Returns the previous page number. Raises InvalidPage if previous page doesn’t exist.
doc_19037
window.insch(y, x, ch[, attr]) Paint character ch at (y, x) with attributes attr, moving the line from position x right by one character.
doc_19038
tf.strings.split( input, sep=None, maxsplit=-1, name=None ) Let N be the size of input (typically N will be the batch size). Split each element of input based on sep and return a RaggedTensor containing the split tokens. Empty tokens are ignored. Example: tf.strings.split('hello world').numpy() array([b'hello', ...
doc_19039
The HTTP headers used for error responses. This should be a list of WSGI response headers ((name, value) tuples), as described in PEP 3333. The default list just sets the content type to text/plain.
doc_19040
exception select.error A deprecated alias of OSError. Changed in version 3.3: Following PEP 3151, this class was made an alias of OSError. select.devpoll() (Only supported on Solaris and derivatives.) Returns a /dev/poll polling object; see section /dev/poll Polling Objects below for the methods supported by ...
doc_19041
Return the approximate size of the queue. Because of multithreading/multiprocessing semantics, this number is not reliable. Note that this may raise NotImplementedError on Unix platforms like Mac OS X where sem_getvalue() is not implemented.
doc_19042
Force use of CRAM-MD5 authentication when identifying the client to protect the password. Will only work if the server CAPABILITY response includes the phrase AUTH=CRAM-MD5.
doc_19043
Return the cumulative product of the elements along the given axis. Refer to numpy.cumprod for full documentation. See also numpy.cumprod equivalent function
doc_19044
<data> <country name="Liechtenstein"> <rank>1</rank> <year>2008</year> <gdppc>141100</gdppc> <neighbor name="Austria" direction="E"/> <neighbor name="Switzerland" direction="W"/> </country> <country name="Singapore"> <rank>4</rank> <year>2011</year> ...
doc_19045
tf.compat.v1.metrics.mean_squared_error( labels, predictions, weights=None, metrics_collections=None, updates_collections=None, name=None ) The mean_squared_error function creates two local variables, total and count that are used to compute the mean squared error. This average is weighted by weights, and it i...
doc_19046
Uninstall the Matplotlib display hook. Warning Need IPython >= 2 for this to work. For IPython < 2 will raise a NotImplementedError Warning If you are using vanilla python and have installed another display hook, this will reset sys.displayhook to what ever function was there when Matplotlib installed its displayh...
doc_19047
An optional boolean argument that determines if array values will be distinct. Defaults to False.
doc_19048
Return a new path with the stem changed. If the original path doesn’t have a name, ValueError is raised: >>> p = PureWindowsPath('c:/Downloads/draft.txt') >>> p.with_stem('final') PureWindowsPath('c:/Downloads/final.txt') >>> p = PureWindowsPath('c:/Downloads/pathlib.tar.gz') >>> p.with_stem('lib') PureWindowsPath('c:/...
doc_19049
Bases: torch.distributions.exp_family.ExponentialFamily Creates a Dirichlet distribution parameterized by concentration concentration. Example: >>> m = Dirichlet(torch.tensor([0.5, 0.5])) >>> m.sample() # Dirichlet distributed with concentrarion concentration tensor([ 0.1046, 0.8954]) Parameters concentration (T...
doc_19050
Automatically extract clusters according to the Xi-steep method. Parameters reachabilityndarray of shape (n_samples,) Reachability distances calculated by OPTICS (reachability_) predecessorndarray of shape (n_samples,) Predecessors calculated by OPTICS. orderingndarray of shape (n_samples,) OPTICS order...
doc_19051
Run the test, collecting the result into the TestResult object passed as result. If result is omitted or None, a temporary result object is created (by calling the defaultTestResult() method) and used. The result object is returned to run()’s caller. The same effect may be had by simply calling the TestCase instance. ...
doc_19052
Time number executions of the main statement. This executes the setup statement once, and then returns the time it takes to execute the main statement a number of times, measured in seconds as a float. The argument is the number of times through the loop, defaulting to one million. The main statement, the setup stateme...
doc_19053
The root of the numeric hierarchy. If you just want to check if an argument x is a number, without caring what kind, use isinstance(x, Number).
doc_19054
Generate indices to split data into training and test set. Parameters Xarray-like of shape (n_samples, n_features) Training data, where n_samples is the number of samples and n_features is the number of features. yarray-like of shape (n_samples,), default=None The target variable for supervised learning pro...
doc_19055
Returns the decimal value assigned to the character chr as integer. If no such value is defined, default is returned, or, if not given, ValueError is raised.
doc_19056
See Migration guide for more details. tf.compat.v1.raw_ops.TensorArrayUnpack tf.raw_ops.TensorArrayUnpack( handle, value, flow_in, name=None ) Args handle A Tensor of type mutable string. value A Tensor. flow_in A Tensor of type float32. name A name for the operation (optional). ...
doc_19057
String of ASCII characters which are considered printable. This is a combination of digits, ascii_letters, punctuation, and whitespace.
doc_19058
True if this is a session cookie.
doc_19059
alias of mpl_toolkits.axisartist.axes_grid.ImageGrid
doc_19060
Return the url.
doc_19061
See Migration guide for more details. tf.compat.v1.raw_ops.TextLineReader tf.raw_ops.TextLineReader( skip_header_lines=0, container='', shared_name='', name=None ) Args skip_header_lines An optional int. Defaults to 0. Number of lines to skip from the beginning of every file. container An optional...
doc_19062
Add elements in the root (i.e. feed/channel) element. Called from write().
doc_19063
The final path component, without its suffix: >>> PurePosixPath('my/library.tar.gz').stem 'library.tar' >>> PurePosixPath('my/library.tar').stem 'library' >>> PurePosixPath('my/library').stem 'library'
doc_19064
input_type: 'email' template_name: 'django/forms/widgets/email.html' Renders as: <input type="email" ...>
doc_19065
Robust test CGI script, usable as main program. Writes minimal HTTP headers and formats all information provided to the script in HTML form.
doc_19066
stat.S_ISDIR(mode) Return non-zero if the mode is from a directory. stat.S_ISCHR(mode) Return non-zero if the mode is from a character special device file. stat.S_ISBLK(mode) Return non-zero if the mode is from a block special device file. stat.S_ISREG(mode) Return non-zero if the mode is from a reg...
doc_19067
The Location response-header field is used to redirect the recipient to a location other than the Request-URI for completion of the request or identification of a new resource.
doc_19068
Set the parameters of this estimator. The method works on simple estimators as well as on nested objects (such as Pipeline). The latter have parameters of the form <component>__<parameter> so that it’s possible to update each component of a nested object. Parameters **paramsdict Estimator parameters. Returns...
doc_19069
An enum-like class of available backends: GLOO, NCCL, MPI, and other registered backends. The values of this class are lowercase strings, e.g., "gloo". They can be accessed as attributes, e.g., Backend.NCCL. This class can be directly called to parse the string, e.g., Backend(backend_str) will check if backend_str is...
doc_19070
Parameters shorthand_namestr A string representing the "name" of the transform. The name carries no significance other than to improve the readability of str(transform) when DEBUG=True.
doc_19071
Parameters canvwidth – positive integer, new width of canvas in pixels canvheight – positive integer, new height of canvas in pixels bg – colorstring or color-tuple, new background color If no arguments are given, return current (canvaswidth, canvasheight). Else resize the canvas the turtles are drawing on. Do...
doc_19072
ctypes interface Returns interfacenamedtuple Named tuple containing ctypes wrapper state_address - Memory address of the state struct state - pointer to the state struct next_uint64 - function pointer to produce 64 bit integers next_uint32 - function pointer to produce 32 bit integers next_double - function po...
doc_19073
Call self as a function.
doc_19074
Return the default savefig file format as specified in rcParams["savefig.format"] (default: 'png'). The returned string does not include a period. This method is overridden in backends that only support a single file type.
doc_19075
The Max-Forwards request-header field provides a mechanism with the TRACE and OPTIONS methods to limit the number of proxies or gateways that can forward the request to the next inbound server.
doc_19076
rotates the vector by a given angle in degrees in place. rotate_ip(angle) -> None Rotates the vector counterclockwise by the given angle in degrees. The length of the vector is not changed.
doc_19077
[Deprecated] dpi_cor is currently used for linewidth-related things and shrink factor. Mutation scale is affected by this. Parameters dpi_corfloat Notes Deprecated since version 3.4.
doc_19078
Create a new module based on spec and spec.loader.create_module. If spec.loader.create_module does not return None, then any pre-existing attributes will not be reset. Also, no AttributeError will be raised if triggered while accessing spec or setting an attribute on the module. This function is preferred over using ty...
doc_19079
Returns a Polygon that represents the bounding envelope of this geometry. Note that it can also return a Point if the input geometry is a point.
doc_19080
Build a decision tree classifier from the training set (X, y). Parameters X{array-like, sparse matrix} of shape (n_samples, n_features) The training input samples. Internally, it will be converted to dtype=np.float32 and if a sparse matrix is provided to a sparse csc_matrix. yarray-like of shape (n_samples,) ...
doc_19081
Return the integer indices that would sort the Series values. Override ndarray.argsort. Argsorts the value, omitting NA/null values, and places the result in the same locations as the non-NA values. Parameters axis:{0 or “index”} Has no effect but is accepted for compatibility with numpy. kind:{‘mergesort’, ‘...
doc_19082
See Migration guide for more details. tf.compat.v1.raw_ops.StringUpper tf.raw_ops.StringUpper( input, encoding='', name=None ) Example: tf.strings.upper("CamelCase string and ALL CAPS") <tf.Tensor: shape=(), dtype=string, numpy=b'CAMELCASE STRING AND ALL CAPS'> Args input A Tensor of type string. ...
doc_19083
The same as http_error_301(), but called for the ‘found’ response.
doc_19084
pixel buffer address _pixels_address -> int The starting address of the surface's raw pixel bytes. New in pygame 1.9.2.
doc_19085
Constructs a transformer from an arbitrary callable. A FunctionTransformer forwards its X (and optionally y) arguments to a user-defined function or function object and returns the result of this function. This is useful for stateless transformations such as taking the log of frequencies, doing custom scaling, etc. N...
doc_19086
Call function producing a like-indexed Series on each group and return a Series with the transformed values. Parameters arg:function To apply to each group. Should return a Series with the same index. Returns transformed:Series Examples >>> s = pd.Series([1, 2], ... index=pd.date_range(...
doc_19087
Generate a random regression problem with sparse uncorrelated design. This dataset is described in Celeux et al [1]. as: X ~ N(0, 1) y(X) = X[:, 0] + 2 * X[:, 1] - 2 * X[:, 2] - 1.5 * X[:, 3] Only the first 4 features are informative. The remaining features are useless. Read more in the User Guide. Parameters n_...
doc_19088
'default': { 'ENGINE': 'django.db.backends.postgresql', 'OPTIONS': { 'service': 'my_service', 'passfile': '.my_pgpass', }, } } .pg_service.conf [my_service] host=localhost user=USER dbname=NAME port=5432 .my_pgpass localhost:5432:NAME:USER:PASSWORD Change...
doc_19089
Opens a connection to the SQLite database file database. By default returns a Connection object, unless a custom factory is given. database is a path-like object giving the pathname (absolute or relative to the current working directory) of the database file to be opened. You can use ":memory:" to open a database conne...
doc_19090
Return the clip path with the non-affine part of its transformation applied, and the remaining affine part of its transformation.
doc_19091
Applies a 2D adaptive max pooling over an input signal composed of several input planes. See AdaptiveMaxPool2d for details and output shape. Parameters output_size – the target output size (single integer or double-integer tuple) return_indices – whether to return pooling indices. Default: False
doc_19092
The template used to render the map widget.
doc_19093
turtle.width(width=None) Parameters width – a positive number Set the line thickness to width or return it. If resizemode is set to “auto” and turtleshape is a polygon, that polygon is drawn with the same line thickness. If no argument is given, the current pensize is returned. >>> turtle.pensize() 1 >>> turtle.p...
doc_19094
Use LaTeX to compile a pgf generated figure to pdf.
doc_19095
Return the corresponding inverse transformation. It holds x == self.inverted().transform(self.transform(x)). The return value of this method should be treated as temporary. An update to self does not cause a corresponding update to its inverted copy.
doc_19096
See Migration guide for more details. tf.compat.v1.raw_ops.Prelinearize tf.raw_ops.Prelinearize( input, shape=[], layout=[], name=None ) Args input A Tensor. A tensor that will be linearized. shape An optional tf.TensorShape or list of ints. Defaults to []. The shape of the tensor. layout An...
doc_19097
self.where(condition, y) is equivalent to torch.where(condition, self, y). See torch.where()
doc_19098
See Migration guide for more details. tf.compat.v1.raw_ops.RsqrtGrad tf.raw_ops.RsqrtGrad( y, dy, name=None ) Specifically, grad = dy * -0.5 * y^3, where y = rsqrt(x), and dy is the corresponding input gradient. Args y A Tensor. Must be one of the following types: bfloat16, half, float32, float64, compl...
doc_19099
Alias for get_linestyle.