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doc_4000
Return True if the string is a titlecased string and there is at least one character, for example uppercase characters may only follow uncased characters and lowercase characters only cased ones. Return False otherwise.
doc_4001
Get information about the current windowing system get_wm_info() -> dict Creates a dictionary filled with string keys. The strings and values are arbitrarily created by the system. Some systems may have no information and an empty dictionary will be returned. Most platforms will return a "window" key with the value s...
doc_4002
Check whether the provided array or dtype is of a boolean dtype. Parameters arr_or_dtype:array-like or dtype The array or dtype to check. Returns boolean Whether or not the array or dtype is of a boolean dtype. Notes An ExtensionArray is considered boolean when the _is_boolean attribute is set to True...
doc_4003
Update null elements with value in the same location in other. Combine two DataFrame objects by filling null values in one DataFrame with non-null values from other DataFrame. The row and column indexes of the resulting DataFrame will be the union of the two. Parameters other:DataFrame Provided DataFrame to use...
doc_4004
tf.compat.v1.tpu.experimental.AdagradParameters( learning_rate: float, initial_accumulator: float = 0.1, use_gradient_accumulation: bool = True, clip_weight_min: Optional[float] = None, clip_weight_max: Optional[float] = None, weight_decay_factor: Optional[float] = None, multiply_weight_deca...
doc_4005
A constant that is likely larger than the underlying OS pipe buffer size, to make writes blocking.
doc_4006
Release a lock, decrementing the recursion level. If after the decrement it is zero, reset the lock to unlocked (not owned by any thread), and if any other threads are blocked waiting for the lock to become unlocked, allow exactly one of them to proceed. If after the decrement the recursion level is still nonzero, the ...
doc_4007
Alias for set_linestyle.
doc_4008
Default widget: SelectMultiple Empty value: [] (an empty list) Normalizes to: A list of strings. Validates that every value in the given list of values exists in the list of choices. Error message keys: required, invalid_choice, invalid_list The invalid_choice error message may contain %(value)s, which will be repl...
doc_4009
Returns a clone of self with given hyperparameters theta. Parameters thetandarray of shape (n_dims,) The hyperparameters
doc_4010
test if event types are waiting on the queue peek(eventtype=None) -> bool peek(eventtype=None, pump=True) -> bool Returns True if there are any events of the given type waiting on the queue. If a sequence of event types is passed, this will return True if any of those events are on the queue. If pump is True (the def...
doc_4011
operator.__add__(a, b) Return a + b, for a and b numbers.
doc_4012
See Migration guide for more details. tf.compat.v1.raw_ops.Conv2D tf.raw_ops.Conv2D( input, filter, strides, padding, use_cudnn_on_gpu=True, explicit_paddings=[], data_format='NHWC', dilations=[1, 1, 1, 1], name=None ) Given an input tensor of shape [batch, in_height, in_width, in_channels] and a filter / ke...
doc_4013
Documentation on the ZIP file format by Phil Katz, the creator of the format and algorithms used. PEP 273 - Import Modules from Zip Archives Written by James C. Ahlstrom, who also provided an implementation. Python 2.3 follows the specification in PEP 273, but uses an implementation written by Just van Rossum that ...
doc_4014
Return a suite of all test cases contained in the given module. This method searches module for classes derived from TestCase and creates an instance of the class for each test method defined for the class. Note While using a hierarchy of TestCase-derived classes can be convenient in sharing fixtures and helper functi...
doc_4015
The maximum age in seconds the access control settings can be cached for.
doc_4016
Sets x, y and z from a spherical coordinates 3-tuple. from_spherical((r, theta, phi)) -> None Sets x, y and z from a tuple (r, theta, phi) where r is the radial distance, theta is the inclination angle and phi is the azimuthal angle.
doc_4017
Convert a 32-bit packed IPv4 address (a bytes-like object four bytes in length) to its standard dotted-quad string representation (for example, ‘123.45.67.89’). This is useful when conversing with a program that uses the standard C library and needs objects of type struct in_addr, which is the C type for the 32-bit pac...
doc_4018
class sklearn.linear_model.LogisticRegression(penalty='l2', *, dual=False, tol=0.0001, C=1.0, fit_intercept=True, intercept_scaling=1, class_weight=None, random_state=None, solver='lbfgs', max_iter=100, multi_class='auto', verbose=0, warm_start=False, n_jobs=None, l1_ratio=None) [source] Logistic Regression (aka logi...
doc_4019
The net mask, as an IPv4Address object.
doc_4020
Assume authentication as user. Allows an authorised administrator to proxy into any user’s mailbox.
doc_4021
operator.le(a, b) operator.eq(a, b) operator.ne(a, b) operator.ge(a, b) operator.gt(a, b) operator.__lt__(a, b) operator.__le__(a, b) operator.__eq__(a, b) operator.__ne__(a, b) operator.__ge__(a, b) operator.__gt__(a, b) Perform “rich comparisons” between a and b. Specifically, lt(a, b) is equiva...
doc_4022
tf.experimental.numpy.lcm( x1, x2 ) Unsupported arguments: out, where, casting, order, dtype, subok, signature, extobj. See the NumPy documentation for numpy.lcm.
doc_4023
Return a string representation of a number in the given base system. Parameters numberint The value to convert. Positive and negative values are handled. baseint, optional Convert number to the base number system. The valid range is 2-36, the default value is 2. paddingint, optional Number of zeros padd...
doc_4024
Return log-probability estimates for the test vector X. Parameters Xarray-like of shape (n_samples, n_features) Returns Carray-like of shape (n_samples, n_classes) Returns the log-probability of the samples for each class in the model. The columns correspond to the classes in sorted order, as they appear ...
doc_4025
This function implements the standard .mo file search algorithm. It takes a domain, identical to what textdomain() takes. Optional localedir is as in bindtextdomain(). Optional languages is a list of strings, where each string is a language code. If localedir is not given, then the default system locale directory is us...
doc_4026
Run the pandas test suite using pytest.
doc_4027
Return a new instance of the named tuple replacing specified fields with new values: >>> p = Point(x=11, y=22) >>> p._replace(x=33) Point(x=33, y=22) >>> for partnum, record in inventory.items(): ... inventory[partnum] = record._replace(price=newprices[partnum], timestamp=time.now())
doc_4028
Alias for get_edgecolor.
doc_4029
alias of werkzeug.datastructures.ImmutableList
doc_4030
Construct from two arrays defining the left and right bounds. Parameters left:array-like (1-dimensional) Left bounds for each interval. right:array-like (1-dimensional) Right bounds for each interval. closed:{‘left’, ‘right’, ‘both’, ‘neither’}, default ‘right’ Whether the intervals are closed on the le...
doc_4031
See Migration guide for more details. tf.compat.v1.raw_ops.PreventGradient tf.raw_ops.PreventGradient( input, message='', name=None ) When executed in a graph, this op outputs its input tensor as-is. When building ops to compute gradients, the TensorFlow gradient system will return an error when trying to lookup...
doc_4032
Draw samples from a binomial distribution. Samples are drawn from a binomial distribution with specified parameters, n trials and p probability of success where n an integer >= 0 and p is in the interval [0,1]. (n may be input as a float, but it is truncated to an integer in use) Parameters nint or array_like of ...
doc_4033
Perform a TurtleScreen update. To be used when tracer is turned off.
doc_4034
[Deprecated] Notes Deprecated since version 3.4:
doc_4035
Bases: object A backend-independent abstraction of a figure container and controller. The figure manager is used by pyplot to interact with the window in a backend-independent way. It's an adapter for the real (GUI) framework that represents the visual figure on screen. GUI backends define from this class to translat...
doc_4036
tick_loc, tick_angle, tick_label
doc_4037
Return the indices of the minimum values in the specified axis ignoring NaNs. For all-NaN slices ValueError is raised. Warning: the results cannot be trusted if a slice contains only NaNs and Infs. Parameters aarray_like Input data. axisint, optional Axis along which to operate. By default flattened input i...
doc_4038
Combine list-like of Categorical-like, unioning categories. All categories must have the same dtype. Parameters to_union:list-like Categorical, CategoricalIndex, or Series with dtype=’category’. sort_categories:bool, default False If true, resulting categories will be lexsorted, otherwise they will be order...
doc_4039
See Migration guide for more details. tf.compat.v1.train.FeatureList Attributes feature repeated Feature feature
doc_4040
Opens an nvprof trace file and parses autograd annotations. Parameters path (str) – path to nvprof trace
doc_4041
Add and return a CheckBox control.
doc_4042
Return True if the object is a member descriptor. CPython implementation detail: Member descriptors are attributes defined in extension modules via PyMemberDef structures. For Python implementations without such types, this method will always return False.
doc_4043
Draw mathtext using matplotlib.mathtext.
doc_4044
Attributes accelerator_exec_micros int64 accelerator_exec_micros children repeated MultiGraphNodeProto children cpu_exec_micros int64 cpu_exec_micros exec_micros int64 exec_micros float_ops int64 float_ops graph_nodes repeated GraphNodeProto graph_nodes name string name ...
doc_4045
Implement checking for unused arguments if desired. The arguments to this function is the set of all argument keys that were actually referred to in the format string (integers for positional arguments, and strings for named arguments), and a reference to the args and kwargs that was passed to vformat. The set of unuse...
doc_4046
Calculate the illumination intensity for a surface using the defined azimuth and elevation for the light source. This computes the normal vectors for the surface, and then passes them on to shade_normals Parameters elevation2D array-like The height values used to generate an illumination map vert_exagnumber, ...
doc_4047
Stop recording the vertices of a polygon. Current turtle position is last vertex of polygon. This will be connected with the first vertex.
doc_4048
Call this whenever the mappable is changed to notify all the callbackSM listeners to the 'changed' signal.
doc_4049
[Deprecated] Return (N, 2) array of (x, y) coordinate of the boundary. Notes Deprecated since version 3.5.
doc_4050
tf.keras.layers.Convolution1D Compat aliases for migration See Migration guide for more details. tf.compat.v1.keras.layers.Conv1D, tf.compat.v1.keras.layers.Convolution1D tf.keras.layers.Conv1D( filters, kernel_size, strides=1, padding='valid', data_format='channels_last', dilation_rate=1, groups=1, activ...
doc_4051
Return greyscale local autolevel of an image. This filter locally stretches the histogram of greyvalues to cover the entire range of values from “white” to “black”. Only greyvalues between percentiles [p0, p1] are considered in the filter. Parameters image2-D array (uint8, uint16) Input image. selem2-D array ...
doc_4052
operator.__ior__(a, b) a = ior(a, b) is equivalent to a |= b.
doc_4053
Bases: matplotlib.offsetbox.AnchoredOffsetbox Draw an anchored ellipse of a given size. Parameters transformmatplotlib.transforms.Transform The transformation object for the coordinate system in use, i.e., matplotlib.axes.Axes.transData. width, heightfloat Width and height of the ellipse, given in coordinat...
doc_4054
Bases: matplotlib.ticker.LogFormatterMathtext Format values following scientific notation in a logarithmic axis.
doc_4055
See Migration guide for more details. tf.compat.v1.raw_ops.UnbatchDataset tf.raw_ops.UnbatchDataset( input_dataset, output_types, output_shapes, name=None ) Args input_dataset A Tensor of type variant. output_types A list of tf.DTypes that has length >= 1. output_shapes A list of shapes (eac...
doc_4056
Return a DOMEventStream that represents the (Unicode) string.
doc_4057
See Migration guide for more details. tf.compat.v1.raw_ops.RetrieveTPUEmbeddingAdagradParametersGradAccumDebug tf.raw_ops.RetrieveTPUEmbeddingAdagradParametersGradAccumDebug( num_shards, shard_id, table_id=-1, table_name='', config='', name=None ) An op that retrieves optimization parameters from embedding t...
doc_4058
>>> print(windll.kernel32) <WinDLL 'kernel32', handle ... at ...> >>> print(cdll.msvcrt) <CDLL 'msvcrt', handle ... at ...> >>> libc = cdll.msvcrt >>> Windows appends the usual .dll file suffix automatically. Note Accessing the standard C library through cdll.msvcrt will use an outdated version of the l...
doc_4059
The total number of objects, across all pages. Note When determining the number of objects contained in object_list, Paginator will first try calling object_list.count(). If object_list has no count() method, then Paginator will fall back to using len(object_list). This allows objects, such as QuerySet, to use a more ...
doc_4060
Renders a label tag for the form field using the template specified by Form.template_name_label. The available context is: field: This instance of the BoundField. contents: By default a concatenated string of BoundField.label and Form.label_suffix (or Field.label_suffix, if set). This can be overridden by the conten...
doc_4061
Return True if the underlying lock is acquired.
doc_4062
Parameters new_scale (float) – Value to use as the new scale backoff factor.
doc_4063
Return the hyperbolic tangent of x.
doc_4064
Byte-compile all the .py files found along sys.path. Return a true value if all the files compiled successfully, and a false value otherwise. If skip_curdir is true (the default), the current directory is not included in the search. All other parameters are passed to the compile_dir() function. Note that unlike the oth...
doc_4065
Estimates the shrunk Ledoit-Wolf covariance matrix. Read more in the User Guide. Parameters Xarray-like of shape (n_samples, n_features) Data from which to compute the covariance estimate assume_centeredbool, default=False If True, data will not be centered before computation. Useful to work with data whose...
doc_4066
Return the snap setting. See set_snap for details.
doc_4067
Return an independent clone of this BytesGenerator instance with the exact same option settings, and fp as the new outfp.
doc_4068
draw a circle circle(surface, x, y, r, color) -> None Draws an unfilled circle on the given surface. For a filled circle use filled_circle(). Parameters: surface (Surface) -- surface to draw on x (int) -- x coordinate of the center of the circle y (int) -- y coordinate of the center of the circle r (int) -...
doc_4069
Return the xaxis' tick locations in data coordinates.
doc_4070
Returns the unique elements of the input tensor. Note This function is different from torch.unique_consecutive() in the sense that this function also eliminates non-consecutive duplicate values. Note Currently in the CUDA implementation and the CPU implementation when dim is specified, torch.unique always sort the t...
doc_4071
See Migration guide for more details. tf.compat.v1.raw_ops.LoadTPUEmbeddingADAMParametersGradAccumDebug tf.raw_ops.LoadTPUEmbeddingADAMParametersGradAccumDebug( parameters, momenta, velocities, gradient_accumulators, num_shards, shard_id, table_id=-1, table_name='', config='', name=None ) An op that loads op...
doc_4072
Return a normalized rgba array corresponding to x. In the normal case, x is a 1D or 2D sequence of scalars, and the corresponding ndarray of rgba values will be returned, based on the norm and colormap set for this ScalarMappable. There is one special case, for handling images that are already rgb or rgba, such as mi...
doc_4073
Cast to DatetimeIndex of Timestamps, at beginning of period. Parameters freq:str, default frequency of PeriodIndex Desired frequency. how:{‘s’, ‘e’, ‘start’, ‘end’} Convention for converting period to timestamp; start of period vs. end. copy:bool, default True Whether or not to return a copy. Returns...
doc_4074
Hash a password with the given method and salt with a string of the given length. The format of the string returned includes the method that was used so that check_password_hash() can check the hash. The format for the hashed string looks like this: method$salt$hash This method can not generate unsalted passwords but ...
doc_4075
Wiener-Hunt deconvolution Return the deconvolution with a Wiener-Hunt approach (i.e. with Fourier diagonalisation). Parameters image(M, N) ndarray Input degraded image psfndarray Point Spread Function. This is assumed to be the impulse response (input image space) if the data-type is real, or the transfer f...
doc_4076
Name of the archive member.
doc_4077
The name of the module defining the class described.
doc_4078
Enable TLS 1.3 post-handshake client authentication. Post-handshake auth is disabled by default and a server can only request a TLS client certificate during the initial handshake. When enabled, a server may request a TLS client certificate at any time after the handshake. When enabled on client-side sockets, the clien...
doc_4079
Return the fontangle as float.
doc_4080
See Migration guide for more details. tf.compat.v1.raw_ops.StatefulUniform tf.raw_ops.StatefulUniform( resource, algorithm, shape, dtype=tf.dtypes.float32, name=None ) The generated values follow a uniform distribution in the range [0, 1). The lower bound 0 is included in the range, while the upper bound 1 is ex...
doc_4081
Return the filename corresponding to the controlling terminal of the process. Availability: Unix.
doc_4082
A boolean indicating whether the command outputs SQL statements; if True, the output will automatically be wrapped with BEGIN; and COMMIT;. Default value is False.
doc_4083
Return the current hatching pattern.
doc_4084
Dot product that handle the sparse matrix case correctly. Parameters a{ndarray, sparse matrix} b{ndarray, sparse matrix} dense_outputbool, default=False When False, a and b both being sparse will yield sparse output. When True, output will always be a dense array. Returns dot_product{ndarray, sparse m...
doc_4085
Set when tests can be skipped when they are not useful for PGO.
doc_4086
YDbDr to RGB color space conversion. Parameters ydbdr(…, 3) array_like The image in YDbDr format. Final dimension denotes channels. Returns out(…, 3) ndarray The image in RGB format. Same dimensions as input. Raises ValueError If ydbdr is not at least 2-D with shape (…, 3). Notes This is the c...
doc_4087
A string representation of the network, with the mask in prefix notation. with_prefixlen and compressed are always the same as str(network). exploded uses the exploded form the network address.
doc_4088
Alias of BadZipFile, for compatibility with older Python versions. Deprecated since version 3.2.
doc_4089
Valid values are 7bit, 8bit, base64, and quoted-printable. See RFC 2045 for more information.
doc_4090
Modify a sequence in-place by shuffling its contents. This function only shuffles the array along the first axis of a multi-dimensional array. The order of sub-arrays is changed but their contents remains the same. Note New code should use the shuffle method of a default_rng() instance instead; please see the Quick ...
doc_4091
See Migration guide for more details. tf.compat.v1.raw_ops.BytesProducedStatsDataset tf.raw_ops.BytesProducedStatsDataset( input_dataset, tag, output_types, output_shapes, name=None ) Args input_dataset A Tensor of type variant. tag A Tensor of type string. output_types A list of tf.DTypes t...
doc_4092
See Migration guide for more details. tf.compat.v1.raw_ops.Copy tf.raw_ops.Copy( input, tensor_name='', debug_ops_spec=[], name=None ) Performs CPU-to-CPU or GPU-to-GPU deep-copying of tensor, depending on the device on which the tensor is allocated. N.B.: If the all downstream attached debug ops are disabled gi...
doc_4093
Clear the current figure.
doc_4094
Return the numeric string left-filled with zeros Calls str.zfill element-wise. Parameters aarray_like, {str, unicode} Input array. widthint Width of string to left-fill elements in a. Returns outndarray, {str, unicode} Output array of str or unicode, depending on input type See also str.zfill
doc_4095
Truncate series to the given degree. Reduce the degree of the series to deg by discarding the high order terms. If deg is greater than the current degree a copy of the current series is returned. This can be useful in least squares where the coefficients of the high degree terms may be very small. New in version 1.5...
doc_4096
See Migration guide for more details. tf.compat.v1.raw_ops.MapDefun tf.raw_ops.MapDefun( arguments, captured_inputs, output_types, output_shapes, f, max_intra_op_parallelism=1, name=None ) The function given by f is assumed to be stateless, and is executed concurrently on all the slices; up to batch_size (i....
doc_4097
Attach the plugin to an ImageViewer. Note that the ImageViewer will automatically call this method when the plugin is added to the ImageViewer. For example: viewer += Plugin(...) Also note that attach automatically calls the filter function so that the image matches the filtered value specified by attached widgets.
doc_4098
Applies the silu function, element-wise. silu(x)=x∗σ(x),where σ(x) is the logistic sigmoid.\text{silu}(x) = x * \sigma(x), \text{where } \sigma(x) \text{ is the logistic sigmoid.} Note See Gaussian Error Linear Units (GELUs) where the SiLU (Sigmoid Linear Unit) was originally coined, and see Sigmoid-Weighted Line...
doc_4099
class turtle.RawPen(canvas) Parameters canvas – a tkinter.Canvas, a ScrolledCanvas or a TurtleScreen Create a turtle. The turtle has all methods described above as “methods of Turtle/RawTurtle”.