_id
stringlengths
5
9
text
stringlengths
5
385k
title
stringclasses
1 value
doc_4400
The maximum number of processes the current process may create.
doc_4401
Set the offsets for the collection. Parameters offsets(N, 2) or (2,) array-like
doc_4402
See Migration guide for more details. tf.compat.v1.keras.layers.ActivityRegularization tf.keras.layers.ActivityRegularization( l1=0.0, l2=0.0, **kwargs ) Arguments l1 L1 regularization factor (positive float). l2 L2 regularization factor (positive float). Input shape: Arbitrary. Use the keyword...
doc_4403
Returns the ContentType instance uniquely identified by the given application label and model name. The primary purpose of this method is to allow ContentType objects to be referenced via a natural key during deserialization.
doc_4404
Returns a tensor with the same size as input that is filled with random numbers from a uniform distribution on the interval [0,1)[0, 1) . torch.rand_like(input) is equivalent to torch.rand(input.size(), dtype=input.dtype, layout=input.layout, device=input.device). Parameters input (Tensor) – the size of input will de...
doc_4405
Autoscale the scalar limits on the norm instance using the current array, changing only limits that are None
doc_4406
Evaluate a 3-D HermiteE series on the Cartesian product of x, y, and z. This function returns the values: \[p(a,b,c) = \sum_{i,j,k} c_{i,j,k} * He_i(a) * He_j(b) * He_k(c)\] where the points (a, b, c) consist of all triples formed by taking a from x, b from y, and c from z. The resulting points form a grid with x in...
doc_4407
A Fault object encapsulates the content of an XML-RPC fault tag. Fault objects have the following attributes: faultCode A string indicating the fault type. faultString A string containing a diagnostic message associated with the fault.
doc_4408
Return an iterator which yields the same values as glob() without actually storing them all simultaneously. Raises an auditing event glob.glob with arguments pathname, recursive.
doc_4409
Computes the gradient of current tensor w.r.t. graph leaves. The graph is differentiated using the chain rule. If the tensor is non-scalar (i.e. its data has more than one element) and requires gradient, the function additionally requires specifying gradient. It should be a tensor of matching type and location, that ...
doc_4410
Try to set the current audio format to format—see getfmts() for a list. Returns the audio format that the device was set to, which may not be the requested format. May also be used to return the current audio format—do this by passing an “audio format” of AFMT_QUERY.
doc_4411
Find the coefficients of a polynomial with the given sequence of roots. Note This forms part of the old polynomial API. Since version 1.4, the new polynomial API defined in numpy.polynomial is preferred. A summary of the differences can be found in the transition guide. Returns the coefficients of the polynomial wh...
doc_4412
Set the color for masked values.
doc_4413
False The false value of the bool type. Assignments to False are illegal and raise a SyntaxError. True The true value of the bool type. Assignments to True are illegal and raise a SyntaxError. None The sole value of the type NoneType. None is frequently used to represent the absence of a value, as when de...
doc_4414
See Migration guide for more details. tf.compat.v1.raw_ops.QuantizedDepthwiseConv2D tf.raw_ops.QuantizedDepthwiseConv2D( input, filter, min_input, max_input, min_filter, max_filter, strides, padding, out_type=tf.dtypes.qint32, dilations=[1, 1, 1, 1], name=None ) Args input A Tensor. Must be one of t...
doc_4415
Return True if the terminal has insert- and delete-character capabilities. This function is included for historical reasons only, as all modern software terminal emulators have such capabilities.
doc_4416
tf.compat.v1.arg_min( input, dimension, output_type=tf.dtypes.int64, name=None ) Note that in case of ties the identity of the return value is not guaranteed. Usage: import tensorflow as tf a = [1, 10, 26.9, 2.8, 166.32, 62.3] b = tf.math.argmin(input = a) c = tf.keras.backend.eval(b) # c = 0 # here a[0] = 1 which...
doc_4417
See Migration guide for more details. tf.compat.v1.angle, tf.compat.v1.math.angle tf.math.angle( input, name=None ) Given a tensor input, this operation returns a tensor of type float that is the argument of each element in input considered as a complex number. The elements in input are considered to be complex ...
doc_4418
Reload the style library.
doc_4419
Draw a glyph described by info to the reference point (ox, oy).
doc_4420
(1, 2) $ python -m pickletools x.pickle 0: \x80 PROTO 3 2: K BININT1 1 4: K BININT1 2 6: \x86 TUPLE2 7: q BINPUT 0 9: . STOP highest protocol among opcodes = 2 Command line options -a, --annotate Annotate each line with a short opcode description. -o, --outpu...
doc_4421
Instances of this class represent loaded shared libraries. Functions in these libraries use the standard C calling convention, and are assumed to return int. On Windows creating a CDLL instance may fail even if the DLL name exists. When a dependent DLL of the loaded DLL is not found, a OSError error is raised with the ...
doc_4422
This class works like AdminConfig, except it doesn’t call autodiscover(). default_site A dotted import path to the default admin site’s class or to a callable that returns a site instance. Defaults to 'django.contrib.admin.sites.AdminSite'. See Overriding the default admin site for usage.
doc_4423
See Migration guide for more details. tf.compat.v1.keras.layers.Average tf.keras.layers.Average( **kwargs ) It takes as input a list of tensors, all of the same shape, and returns a single tensor (also of the same shape). Example: x1 = np.ones((2, 2)) x2 = np.zeros((2, 2)) y = tf.keras.layers.Average()([x1, x2]...
doc_4424
Receive data from the socket. The return value is a bytes object representing the data received. The maximum amount of data to be received at once is specified by bufsize. See the Unix manual page recv(2) for the meaning of the optional argument flags; it defaults to zero. Note For best match with hardware and network...
doc_4425
Alias for set_edgecolor.
doc_4426
This exception is raised when a weak reference proxy, created by the weakref.proxy() function, is used to access an attribute of the referent after it has been garbage collected. For more information on weak references, see the weakref module.
doc_4427
Sent with a preflight request to indicate which headers will be sent with the cross origin request. Set access_control_allow_headers on the response to indicate which headers are allowed.
doc_4428
See Migration guide for more details. tf.compat.v1.nn.compute_average_loss tf.nn.compute_average_loss( per_example_loss, sample_weight=None, global_batch_size=None ) Usage with distribution strategy and custom training loop: with strategy.scope(): def compute_loss(labels, predictions, sample_weight=None): ...
doc_4429
Convert the color from RGB coordinates to HSV coordinates.
doc_4430
Compute a mask from polygon. Parameters image_shapetuple of size 2. The shape of the mask. polygonarray_like. The polygon coordinates of shape (N, 2) where N is the number of points. Returns mask2-D ndarray of type ‘bool’. The mask that corresponds to the input polygon. Notes This function does ...
doc_4431
See Migration guide for more details. tf.compat.v1.raw_ops.CrossReplicaSum tf.raw_ops.CrossReplicaSum( input, group_assignment, name=None ) Each instance supplies its own input. For example, suppose there are 8 TPU instances: [A, B, C, D, E, F, G, H]. Passing group_assignment=[[0,2,4,6],[1,3,5,7]] sets A, C, E, ...
doc_4432
Return the log-likelihood of each sample. See. “Pattern Recognition and Machine Learning” by C. Bishop, 12.2.1 p. 574 or http://www.miketipping.com/papers/met-mppca.pdf Parameters Xarray-like of shape (n_samples, n_features) The data. Returns llndarray of shape (n_samples,) Log-likelihood of each sample...
doc_4433
Get Floating division of dataframe and other, element-wise (binary operator truediv). Equivalent to dataframe / other, but with support to substitute a fill_value for missing data in one of the inputs. With reverse version, rtruediv. Among flexible wrappers (add, sub, mul, div, mod, pow) to arithmetic operators: +, -...
doc_4434
Register a Blueprint on this blueprint. Keyword arguments passed to this method will override the defaults set on the blueprint. New in version 2.0. Parameters blueprint (flask.blueprints.Blueprint) – options (Any) – Return type None
doc_4435
The FileEntry widget can be used to input a filename. The user can type in the filename manually. Alternatively, the user can press the button widget that sits next to the entry, which will bring up a file selection dialog.
doc_4436
The string '0123456789'.
doc_4437
Send data to the remote end-point of the socket.
doc_4438
Returns a named tuple with paths to OpenSSL’s default cafile and capath. The paths are the same as used by SSLContext.set_default_verify_paths(). The return value is a named tuple DefaultVerifyPaths: cafile - resolved path to cafile or None if the file doesn’t exist, capath - resolved path to capath or None if the d...
doc_4439
Return a complete message of byte data sent from the other end of the connection as a string. Blocks until there is something to receive. Raises EOFError if there is nothing left to receive and the other end has closed. If maxlength is specified and the message is longer than maxlength then OSError is raised and the co...
doc_4440
Return the AxisInfo for unit. unit is a tzinfo instance or None. The axis argument is required but not used.
doc_4441
Accept: application/json Might receive an error response indicating that the DELETE method is not allowed on that resource: HTTP/1.1 405 Method Not Allowed Content-Type: application/json Content-Length: 42 {"detail": "Method 'DELETE' not allowed."} Validation errors are handled slightly differently, and will include...
doc_4442
See Migration guide for more details. tf.compat.v1.saved_model.loader.load tf.compat.v1.saved_model.load( sess, tags, export_dir, import_scope=None, **saver_kwargs ) Warning: THIS FUNCTION IS DEPRECATED. It will be removed in a future version. Instructions for updating: This function will only be available throu...
doc_4443
Get statistics as a sorted list of Statistic instances grouped by key_type: key_type description 'filename' filename 'lineno' filename and line number 'traceback' traceback If cumulative is True, cumulate size and count of memory blocks of all frames of the traceback of a trace, not only the most recent fra...
doc_4444
Close all open figures and set the Matplotlib backend. The argument is case-insensitive. Switching to an interactive backend is possible only if no event loop for another interactive backend has started. Switching to and from non-interactive backends is always possible. Parameters newbackendstr The name of the ...
doc_4445
Check that left and right Series are equal. Parameters left:Series right:Series check_dtype:bool, default True Whether to check the Series dtype is identical. check_index_type:bool or {‘equiv’}, default ‘equiv’ Whether to check the Index class, dtype and inferred_type are identical. check_series_type:...
doc_4446
Input is used to get midi input from midi devices. Input(device_id) -> None Input(device_id, buffer_size) -> None Parameters: device_id (int) -- midi device id buffer_size (int) -- (optional) the number of input events to be buffered close() closes a midi stream, flushing any pending buffers. close(...
doc_4447
Register a new colormap. The colormap name can then be used as a string argument to any cmap parameter in Matplotlib. It is also available in pyplot.get_cmap. The colormap registry stores a copy of the given colormap, so that future changes to the original colormap instance do not affect the registered colormap. Thin...
doc_4448
class sklearn.kernel_approximation.RBFSampler(*, gamma=1.0, n_components=100, random_state=None) [source] Approximates feature map of an RBF kernel by Monte Carlo approximation of its Fourier transform. It implements a variant of Random Kitchen Sinks.[1] Read more in the User Guide. Parameters gammafloat, default...
doc_4449
Return struct.calcsize() for nPn{fmt}0n or, if gettotalrefcount exists, 2PnPn{fmt}0P.
doc_4450
See Migration guide for more details. tf.compat.v1.config.experimental.ClusterDeviceFilters tf.config.experimental.ClusterDeviceFilters() Note: this is an experimental API and subject to changes. Set device filters for selective jobs and tasks. For each remote worker, the device filters are a list of strings. When...
doc_4451
See Migration guide for more details. tf.compat.v1.estimator.experimental.build_raw_supervised_input_receiver_fn tf.estimator.experimental.build_raw_supervised_input_receiver_fn( features, labels, default_batch_size=None ) This function wraps tensor placeholders in a supervised_receiver_fn with the expectation t...
doc_4452
Set the left coordinate of the rectangle.
doc_4453
Bases: tornado.web.RequestHandler get()[source]
doc_4454
Display the syntax error that just occurred. This does not display a stack trace because there isn’t one for syntax errors. If filename is given, it is stuffed into the exception instead of the default filename provided by Python’s parser, because it always uses '<string>' when reading from a string. The output is writ...
doc_4455
New in Django 3.2. A translatable string used as a substitute for elided page numbers in the page range returned by get_elided_page_range(). Default is '…'.
doc_4456
tf.compat.v1.tpu.replicate( computation, inputs=None, infeed_queue=None, device_assignment=None, name=None, maximum_shapes=None, padding_spec=None, xla_options=None ) Example for the basic usage that inputs has static shape: def computation(x): x = x + 1 return tf.math.reduce_mean(x) x = tf.convert_to_te...
doc_4457
tf.compat.v1.nn.rnn_cell.GRUCell( num_units, activation=None, reuse=None, kernel_initializer=None, bias_initializer=None, name=None, dtype=None, **kwargs ) Note that this cell is not optimized for performance. Please use tf.contrib.cudnn_rnn.CudnnGRU for better performance on GPU, or tf.contrib.rnn.GRUBlockCel...
doc_4458
Return the distutils distribution object for self.
doc_4459
Computes the paired euclidean distances between X and Y. Read more in the User Guide. Parameters Xarray-like of shape (n_samples, n_features) Yarray-like of shape (n_samples, n_features) Returns distancesndarray of shape (n_samples,)
doc_4460
Eliminates all but the first element from every consecutive group of equivalent elements. Note This function is different from torch.unique() in the sense that this function only eliminates consecutive duplicate values. This semantics is similar to std::unique in C++. Parameters input (Tensor) – the input tensor ...
doc_4461
mmap.MADV_RANDOM mmap.MADV_SEQUENTIAL mmap.MADV_WILLNEED mmap.MADV_DONTNEED mmap.MADV_REMOVE mmap.MADV_DONTFORK mmap.MADV_DOFORK mmap.MADV_HWPOISON mmap.MADV_MERGEABLE mmap.MADV_UNMERGEABLE mmap.MADV_SOFT_OFFLINE mmap.MADV_HUGEPAGE mmap.MADV_NOHUGEPAGE mmap.MADV_DONTDUMP mmap.MADV_DODUMP m...
doc_4462
Compute data precision matrix with the generative model. Equals the inverse of the covariance but computed with the matrix inversion lemma for efficiency. Returns precisionarray, shape=(n_features, n_features) Estimated precision of data.
doc_4463
Revert control channel back to plaintext. This can be useful to take advantage of firewalls that know how to handle NAT with non-secure FTP without opening fixed ports. New in version 3.3.
doc_4464
Equivalent to shift without copying data. The shifted data will not include the dropped periods and the shifted axis will be smaller than the original. Deprecated since version 1.2.0: slice_shift is deprecated, use DataFrame/Series.shift instead. Parameters periods:int Number of periods to move, can be positi...
doc_4465
See Migration guide for more details. tf.compat.v1.raw_ops.CudnnRNN tf.raw_ops.CudnnRNN( input, input_h, input_c, params, rnn_mode='lstm', input_mode='linear_input', direction='unidirectional', dropout=0, seed=0, seed2=0, is_training=True, name=None ) Computes the RNN from the input and initial states, w...
doc_4466
Run score function on (X, y) and get the appropriate features. Parameters Xarray-like of shape (n_samples, n_features) The training input samples. yarray-like of shape (n_samples,) The target values (class labels in classification, real numbers in regression). Returns selfobject
doc_4467
class ast.USub class ast.Not class ast.Invert Unary operator tokens. Not is the not keyword, Invert is the ~ operator. >>> print(ast.dump(ast.parse('not x', mode='eval'), indent=4)) Expression( body=UnaryOp( op=Not(), operand=Name(id='x', ctx=Load())))
doc_4468
class sklearn.linear_model.ElasticNetCV(*, l1_ratio=0.5, eps=0.001, n_alphas=100, alphas=None, fit_intercept=True, normalize=False, precompute='auto', max_iter=1000, tol=0.0001, cv=None, copy_X=True, verbose=0, n_jobs=None, positive=False, random_state=None, selection='cyclic') [source] Elastic Net model with iterati...
doc_4469
Return probability estimates for the test data X. Parameters Xarray-like of shape (n_queries, n_features), or (n_queries, n_indexed) if metric == ‘precomputed’ Test samples. Returns pndarray of shape (n_queries, n_classes), or a list of n_outputs of such arrays if n_outputs > 1. The class probabilities ...
doc_4470
Scalar method identical to the corresponding array attribute. Please see ndarray.clip.
doc_4471
Process a pick event. Each child artist will fire a pick event if mouseevent is over the artist and the artist has picker set. See also set_picker, get_picker, pickable
doc_4472
Implement a function with checks for __torch_function__ overrides. See torch::autograd::handle_torch_function for the equivalent of this function in the C++ implementation. Parameters public_api (function) – Function exposed by the public torch API originally called like public_api(*args, **kwargs) on which argum...
doc_4473
Convert the array to an ordinary list with the same items.
doc_4474
Return whether x, y is in the bounding box, but not on its edge.
doc_4475
New in version 3.2. Deprecated since version 3.3: It is now possible to use staticmethod with abstractmethod(), making this decorator redundant. A subclass of the built-in staticmethod(), indicating an abstract staticmethod. Otherwise it is similar to abstractmethod(). This special case is deprecated, as the static...
doc_4476
An integer giving the value of the largest Unicode code point, i.e. 1114111 (0x10FFFF in hexadecimal). Changed in version 3.3: Before PEP 393, sys.maxunicode used to be either 0xFFFF or 0x10FFFF, depending on the configuration option that specified whether Unicode characters were stored as UCS-2 or UCS-4.
doc_4477
codecs.BOM_BE codecs.BOM_LE codecs.BOM_UTF8 codecs.BOM_UTF16 codecs.BOM_UTF16_BE codecs.BOM_UTF16_LE codecs.BOM_UTF32 codecs.BOM_UTF32_BE codecs.BOM_UTF32_LE These constants define various byte sequences, being Unicode byte order marks (BOMs) for several encodings. They are used in UTF-16 and UTF-32 d...
doc_4478
Updates the config like update() ignoring items with non-upper keys. Changelog New in version 0.11. Parameters mapping (Optional[Mapping[str, Any]]) – kwargs (Any) – Return type bool
doc_4479
tf.experimental.numpy.heaviside( x1, x2 ) Unsupported arguments: out, where, casting, order, dtype, subok, signature, extobj. See the NumPy documentation for numpy.heaviside.
doc_4480
Compute structure tensor using sum of squared differences. The (2-dimensional) structure tensor A is defined as: A = [Arr Arc] [Arc Acc] which is approximated by the weighted sum of squared differences in a local window around each pixel in the image. This formula can be extended to a larger number of dimensions...
doc_4481
Define the picking behavior of the artist. Parameters pickerNone or bool or float or callable This can be one of the following: None: Picking is disabled for this artist (default). A boolean: If True then picking will be enabled and the artist will fire a pick event if the mouse event is over the artist. A fl...
doc_4482
Compute the symmetric difference of two Index objects. Parameters other:Index or array-like result_name:str sort:False or None, default None Whether to sort the resulting index. By default, the values are attempted to be sorted, but any TypeError from incomparable elements is caught by pandas. None : Attem...
doc_4483
Return self//value.
doc_4484
Draw samples from a multinomial distribution. The multinomial distribution is a multivariate generalization of the binomial distribution. Take an experiment with one of p possible outcomes. An example of such an experiment is throwing a dice, where the outcome can be 1 through 6. Each sample drawn from the distributi...
doc_4485
related_query_name The relation on the related object back to this object doesn’t exist by default. Setting related_query_name creates a relation from the related object back to this one. This allows querying and filtering from the related object.
doc_4486
bytearray.decode(encoding="utf-8", errors="strict") Return a string decoded from the given bytes. Default encoding is 'utf-8'. errors may be given to set a different error handling scheme. The default for errors is 'strict', meaning that encoding errors raise a UnicodeError. Other possible values are 'ignore', 'repla...
doc_4487
Return a string representation suitable to be sent as HTTP headers. attrs and header are sent to each Morsel’s output() method. sep is used to join the headers together, and is by default the combination '\r\n' (CRLF).
doc_4488
Registers a backward hook on the module. This function is deprecated in favor of nn.Module.register_full_backward_hook() and the behavior of this function will change in future versions. Returns a handle that can be used to remove the added hook by calling handle.remove() Return type torch.utils.hooks.RemovableHand...
doc_4489
Align the xlabels and ylabels of subplots with the same subplots row or column (respectively) if label alignment is being done automatically (i.e. the label position is not manually set). Alignment persists for draw events after this is called. Parameters axslist of Axes Optional list (or ndarray) of Axes to al...
doc_4490
Required to create a subkey of a registry key.
doc_4491
Return a numpy.datetime64 object with ‘ns’ precision.
doc_4492
Function to reset the SobolEngine to base state.
doc_4493
Format a datetime object or timestamp into an RFC 2822 date string for Set-Cookie expires. Deprecated since version 2.0: Will be removed in Werkzeug 2.1. Use http_date() instead. Parameters expires (Optional[Union[datetime.datetime, datetime.date, int, float, time.struct_time]]) – Return type str
doc_4494
See Migration guide for more details. tf.compat.v1.CriticalSection tf.CriticalSection( name=None, shared_name=None, critical_section_def=None, import_scope=None ) A CriticalSection object is a resource in the graph which executes subgraphs in serial order. A common example of a subgraph one may wish to run exclu...
doc_4495
Return the yaxis' minor tick labels, as a list of Text.
doc_4496
tf.metrics.MeanAbsolutePercentageError Compat aliases for migration See Migration guide for more details. tf.compat.v1.keras.metrics.MeanAbsolutePercentageError tf.keras.metrics.MeanAbsolutePercentageError( name='mean_absolute_percentage_error', dtype=None ) Args name (Optional) string name of the metri...
doc_4497
Exception raised when a specified option is not found in the specified section.
doc_4498
Return an iterable of the ModuleDict keys.
doc_4499
Bases: matplotlib.backend_tools.ToolBase Send message with the current pointer position. This tool runs in the background reporting the position of the cursor. send_message(event)[source] Call matplotlib.backend_managers.ToolManager.message_event. set_figure(figure)[source]