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doc_5900
Parameters: geo_input – Geometry input value (string or buffer) srid (int) – spatial reference identifier
doc_5901
sklearn.utils.all_estimators(type_filter=None) [source] Get a list of all estimators from sklearn. This function crawls the module and gets all classes that inherit from BaseEstimator. Classes that are defined in test-modules are not included. Parameters type_filter{“classifier”, “regressor”, “cluster”, “transfor...
doc_5902
tf.compat.v1.estimator.experimental.dnn_logit_fn_builder( units, hidden_units, feature_columns, activation_fn, dropout, input_layer_partitioner, batch_norm ) Args units An int indicating the dimension of the logit layer. In the MultiHead case, this should be the sum of all component Heads' logit dimen...
doc_5903
Return a list of archive members by name.
doc_5904
See Migration guide for more details. tf.compat.v1.gfile.GFile, tf.compat.v1.gfile.Open, tf.compat.v1.io.gfile.GFile tf.io.gfile.GFile( name, mode='r' ) The main roles of the tf.io.gfile module are: To provide an API that is close to Python's file I/O objects, and To provide an implementation based on TensorFlo...
doc_5905
Determine whether code is in tableC.8 (Change display properties or are deprecated).
doc_5906
Subclasses of GenericInlineModelAdmin with stacked and tabular layouts, respectively.
doc_5907
A context manager to temporarily add directories to sys.path. This makes a copy of sys.path, appends any directories given as positional arguments, then reverts sys.path to the copied settings when the context ends. Note that all sys.path modifications in the body of the context manager, including replacement of the ob...
doc_5908
See Migration guide for more details. tf.compat.v1.raw_ops.ExpandDims tf.raw_ops.ExpandDims( input, axis, name=None ) Given a tensor input, this operation inserts a dimension of 1 at the dimension index axis of input's shape. The dimension index axis starts at zero; if you specify a negative number for axis it i...
doc_5909
See Migration guide for more details. tf.compat.v1.raw_ops.RaggedGather tf.raw_ops.RaggedGather( params_nested_splits, params_dense_values, indices, OUTPUT_RAGGED_RANK, name=None ) Outputs a RaggedTensor output composed from output_dense_values and output_nested_splits, such that: output.shape = indices.shap...
doc_5910
Remove the observer with connection id cid. Parameters cidint Connection id of the observer to be removed.
doc_5911
Return a list of new Bbox objects formed by splitting the original one with vertical lines at fractional positions given by args.
doc_5912
Composite a number of RGBA images into one. The images are composited in the order in which they appear in the images list. Parameters imageslist of Images Each must have a make_image method. For each image, can_composite should return True, though this is not enforced by this function. Each image must have a p...
doc_5913
Roll provided date backward to next offset only if not on offset. Returns TimeStamp Rolled timestamp if not on offset, otherwise unchanged timestamp.
doc_5914
Path to a custom template that will be used by the admin site main index view.
doc_5915
The list of individual namespace components in the full application namespace for the URL pattern that matches the URL. For example, if the app_name is 'foo:bar', then app_names will be ['foo', 'bar'].
doc_5916
turtle.pu() turtle.up() Pull the pen up – no drawing when moving.
doc_5917
Alias for set_linestyle.
doc_5918
Take elements from an array along an axis. When axis is not None, this function does the same thing as “fancy” indexing (indexing arrays using arrays); however, it can be easier to use if you need elements along a given axis. A call such as np.take(arr, indices, axis=3) is equivalent to arr[:,:,:,indices,...]. Explai...
doc_5919
Returns a clone of self with given hyperparameters theta. Parameters thetandarray of shape (n_dims,) The hyperparameters
doc_5920
Return the minimum value that can be represented by the dtype of an object. This function is useful for calculating a fill value suitable for taking the maximum of an array with a given dtype. Parameters objndarray, dtype or scalar An object that can be queried for it’s numeric type. Returns valscalar T...
doc_5921
Edge filter an image using the Canny algorithm. Parameters image2D array Grayscale input image to detect edges on; can be of any dtype. sigmafloat, optional Standard deviation of the Gaussian filter. low_thresholdfloat, optional Lower bound for hysteresis thresholding (linking edges). If None, low_thres...
doc_5922
tf.experimental.numpy.less( x1, x2 ) Unsupported arguments: out, where, casting, order, dtype, subok, signature, extobj. See the NumPy documentation for numpy.less.
doc_5923
bernoulli_(p=0.5, *, generator=None) → Tensor Fills each location of self with an independent sample from Bernoulli(p)\text{Bernoulli}(\texttt{p}) . self can have integral dtype. bernoulli_(p_tensor, *, generator=None) → Tensor p_tensor should be a tensor containing probabilities to be used for drawing the bi...
doc_5924
alias of flask.ctx._AppCtxGlobals
doc_5925
Return the array of values, that are mapped to colors. The base class ScalarMappable does not make any assumptions on the dimensionality and shape of the array.
doc_5926
Update this artist's properties from the dict props. Parameters propsdict
doc_5927
Return the vertical alignment as a string. Will be one of 'top', 'center', 'bottom', 'baseline' or 'center_baseline'.
doc_5928
Base class for all exceptions that include an SMTP error code. These exceptions are generated in some instances when the SMTP server returns an error code. The error code is stored in the smtp_code attribute of the error, and the smtp_error attribute is set to the error message.
doc_5929
A decorator for importlib.abc.Loader.load_module() to set the __loader__ attribute on the returned module. If the attribute is already set the decorator does nothing. It is assumed that the first positional argument to the wrapped method (i.e. self) is what __loader__ should be set to. Changed in version 3.4: Set __lo...
doc_5930
Roll provided date forward to next offset only if not on offset. Returns TimeStamp Rolled timestamp if not on offset, otherwise unchanged timestamp.
doc_5931
Character kerning mode kerning -> bool Gets or sets the font's kerning mode. This defaults to False on all fonts, which will be rendered without kerning. Set to True to add kerning between character pairs, if supported by the font, when positioning glyphs.
doc_5932
DEBUG: Low level system information for debugging purposes INFO: General system information WARNING: Information describing a minor problem that has occurred. ERROR: Information describing a major problem that has occurred. CRITICAL: Information describing a critical problem that has occurred. Each message that is...
doc_5933
Agglomerative Clustering Recursively merges the pair of clusters that minimally increases a given linkage distance. Read more in the User Guide. Parameters n_clustersint or None, default=2 The number of clusters to find. It must be None if distance_threshold is not None. affinitystr or callable, default=’eucl...
doc_5934
Start a blocking event loop. Such an event loop is used by interactive functions, such as ginput and waitforbuttonpress, to wait for events. The event loop blocks until a callback function triggers stop_event_loop, or timeout is reached. If timeout is 0 or negative, never timeout. Only interactive backends need to re...
doc_5935
CFFI interface Returns interfacenamedtuple Named tuple containing CFFI 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 pointe...
doc_5936
draw an arc arc(surface, x, y, r, start_angle, stop_angle, color) -> None Draws an arc on the given surface. For an arc with its endpoints connected to its center use pie(). The two angle arguments are given in degrees and indicate the start and stop positions of the arc. The arc is drawn in a clockwise direction fro...
doc_5937
Returns the indices that would sort this array. Refer to numpy.argsort for full documentation. See also numpy.argsort equivalent function
doc_5938
Return unbiased skew over requested axis. Normalized by N-1. Parameters axis:{index (0)} Axis for the function to be applied on. skipna:bool, default True Exclude NA/null values when computing the result. level:int or level name, default None If the axis is a MultiIndex (hierarchical), count along a par...
doc_5939
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_5940
Return the snap setting. See set_snap for details.
doc_5941
sklearn.utils.extmath.fast_logdet(A) [source] Compute log(det(A)) for A symmetric. Equivalent to : np.log(nl.det(A)) but more robust. It returns -Inf if det(A) is non positive or is not defined. Parameters Aarray-like The matrix.
doc_5942
Set / unset 3D grid. Note Currently, this function does not behave the same as matplotlib.axes.Axes.grid(), but it is intended to eventually support that behavior.
doc_5943
Set the alpha value used for blending - not supported on all backends. Parameters alphaarray-like or scalar or None All values must be within the 0-1 range, inclusive. Masked values and nans are not supported.
doc_5944
Creates a copy of this request context with the same request object. This can be used to move a request context to a different greenlet. Because the actual request object is the same this cannot be used to move a request context to a different thread unless access to the request object is locked. Changelog Changed in ...
doc_5945
Bases: object The location of a subplot in a GridSpec. Note Likely, you'll never instantiate a SubplotSpec yourself. Instead you will typically obtain one from a GridSpec using item-access. Parameters gridspecGridSpec The GridSpec, which the subplot is referencing. num1, num2int The subplot will occupy th...
doc_5946
Registers the XML-RPC introspection functions system.listMethods, system.methodHelp and system.methodSignature.
doc_5947
Whether the artist is 'stale' and needs to be re-drawn for the output to match the internal state of the artist.
doc_5948
Alias for get_facecolor.
doc_5949
Remove a file descriptor being tracked by a polling object. Just like the register() method, fd can be an integer or an object with a fileno() method that returns an integer. Attempting to remove a file descriptor that was never registered is safely ignored.
doc_5950
Converts a Uniform Resource Identifier into an Internationalized Resource Identifier. This is an algorithm from section 3.2 of RFC 3987#section-3.2. Takes a URI in ASCII bytes and returns a string containing the encoded result.
doc_5951
Call inverse_transform on the estimator with the best found params. Only available if the underlying estimator implements inverse_transform and refit=True. Parameters Xtindexable, length n_samples Must fulfill the input assumptions of the underlying estimator.
doc_5952
Given a hatch specifier, hatchpattern, generates a Path that can be used in a repeated hatching pattern. density is the number of lines per unit square.
doc_5953
tf.profiler.experimental.client.trace( service_addr, logdir, duration_ms, worker_list='', num_tracing_attempts=3, options=None ) This method will block the calling thread until it receives responses from all servers or until deadline expiration. Both single host and multiple host profiling are supported on CPU...
doc_5954
Set the artist offset transform. Parameters transOffsetTransform
doc_5955
tf.compat.v1.logging.get_verbosity()
doc_5956
Map values of Series according to an input mapping or function. Used for substituting each value in a Series with another value, that may be derived from a function, a dict or a Series. Parameters arg:function, collections.abc.Mapping subclass or Series Mapping correspondence. na_action:{None, ‘ignore’}, defa...
doc_5957
Computes the regularized upper incomplete gamma function: outi=1Γ(inputi)∫otheri∞tinputi−1e−tdt\text{out}_{i} = \frac{1}{\Gamma(\text{input}_i)} \int_{\text{other}_i}^{\infty} t^{\text{input}_i-1} e^{-t} dt where both inputi\text{input}_i and otheri\text{other}_i are weakly positive and at least one is strictly po...
doc_5958
Return the mean accuracy on the given test data and labels. In multi-label classification, this is the subset accuracy which is a harsh metric since you require for each sample that each label set be correctly predicted. Parameters Xarray-like of shape (n_samples, n_features) Test samples. yarray-like of shap...
doc_5959
Integrate along the given axis using the composite trapezoidal rule. If x is provided, the integration happens in sequence along its elements - they are not sorted. Integrate y (x) along each 1d slice on the given axis, compute \(\int y(x) dx\). When x is specified, this integrates along the parametric curve, computi...
doc_5960
enum.IntEnum collection of SSL_ERROR_* constants. New in version 3.6.
doc_5961
Moves all model parameters and buffers to the GPU. This also makes associated parameters and buffers different objects. So it should be called before constructing optimizer if the module will live on GPU while being optimized. Parameters device (int, optional) – if specified, all parameters will be copied to that d...
doc_5962
Bases: matplotlib.widgets.AxesWidget A GUI neutral button. For the button to remain responsive you must keep a reference to it. Call on_clicked to connect to the button. Attributes ax The matplotlib.axes.Axes the button renders into. label A matplotlib.text.Text instance. color The color of the button when no...
doc_5963
See Migration guide for more details. tf.compat.v1.raw_ops.BatchSelfAdjointEigV2 tf.raw_ops.BatchSelfAdjointEigV2( input, compute_v=True, name=None ) Args input A Tensor. Must be one of the following types: float64, float32. compute_v An optional bool. Defaults to True. name A name for the o...
doc_5964
See Migration guide for more details. tf.compat.v1.linalg.LinearOperatorAdjoint tf.linalg.LinearOperatorAdjoint( operator, is_non_singular=None, is_self_adjoint=None, is_positive_definite=None, is_square=None, name=None ) This operator represents the adjoint of another operator. # Create a 2 x 2 linear opera...
doc_5965
Checks whether the estimator’s fit method supports the given parameter. Parameters estimatorobject An estimator to inspect. parameterstr The searched parameter. Returns is_parameter: bool Whether the parameter was found to be a named parameter of the estimator’s fit method. Examples >>> from sklea...
doc_5966
Get a mask, or integer index, of the features selected Parameters indicesbool, default=False If True, the return value will be an array of integers, rather than a boolean mask. Returns supportarray An index that selects the retained features from a feature vector. If indices is False, this is a boolean ...
doc_5967
Set the normalization instance. Parameters normNormalize or None Notes If there are any colorbars using the mappable for this norm, setting the norm of the mappable will reset the norm, locator, and formatters on the colorbar to default.
doc_5968
Add image data to summary. Note that this requires the pillow package. Parameters tag (string) – Data identifier img_tensor (torch.Tensor, numpy.array, or string/blobname) – Image data global_step (int) – Global step value to record walltime (float) – Optional override default walltime (time.time()) seconds af...
doc_5969
Alias for field number 1
doc_5970
This provides a quick-and-dirty way to override some of the Field options for use in the admin. formfield_overrides is a dictionary mapping a field class to a dict of arguments to pass to the field at construction time. Since that’s a bit abstract, let’s look at a concrete example. The most common use of formfield_over...
doc_5971
Returns a string naming this field for backend specific purposes. By default, it returns the class name. See Emulating built-in field types for usage in custom fields.
doc_5972
System which created ZIP archive.
doc_5973
This read-only attribute provides the rowid of the last modified row. It is only set if you issued an INSERT or a REPLACE statement using the execute() method. For operations other than INSERT or REPLACE or when executemany() is called, lastrowid is set to None. If the INSERT or REPLACE statement failed to insert the p...
doc_5974
Bases: matplotlib.blocking_input.BlockingMouseInput Callable for retrieving mouse clicks and key presses in a blocking way. Used to place contour labels. add_click(event)[source] Add the coordinates of an event to the list of clicks. Parameters eventMouseEvent button1(event)[source] Process an butto...
doc_5975
Returns a started SyncManager object which can be used for sharing objects between processes. The returned manager object corresponds to a spawned child process and has methods which will create shared objects and return corresponding proxies.
doc_5976
Returns the cumulative product of elements of input in the dimension dim. For example, if input is a vector of size N, the result will also be a vector of size N, with elements. yi=x1×x2×x3×⋯×xiy_i = x_1 \times x_2\times x_3\times \dots \times x_i Parameters input (Tensor) – the input tensor. dim (int) – the di...
doc_5977
Return the clip path with the non-affine part of its transformation applied, and the remaining affine part of its transformation.
doc_5978
Some implementations can detect changes to the session and set this when that happens. The mixin default is hard coded to True.
doc_5979
Generates a string representation of an XML element, including all subelements. element is an Element instance. encoding 1 is the output encoding (default is US-ASCII). Use encoding="unicode" to generate a Unicode string (otherwise, a bytestring is generated). method is either "xml", "html" or "text" (default is "xml")...
doc_5980
Event handler for double-click event on file.
doc_5981
What should happen if a disconnect is detected? The return value of this function is returned from read functions in case the client went away. By default a ClientDisconnected exception is raised. Return type bytes
doc_5982
tf.image.extract_glimpse( input, size, offsets, centered=True, normalized=True, noise='uniform', name=None ) Returns a set of windows called glimpses extracted at location offsets from the input tensor. If the windows only partially overlaps the inputs, the non-overlapping areas will be filled with random nois...
doc_5983
Concrete class for urlsplit() results containing str data. The encode() method returns a SplitResultBytes instance.
doc_5984
Generate a pie plot. A pie plot is a proportional representation of the numerical data in a column. This function wraps matplotlib.pyplot.pie() for the specified column. If no column reference is passed and subplots=True a pie plot is drawn for each numerical column independently. Parameters y:int or label, optio...
doc_5985
Bases: matplotlib.widgets.AxesWidget A crosshair cursor that spans the axes and moves with mouse cursor. For the cursor to remain responsive you must keep a reference to it. Parameters axmatplotlib.axes.Axes The Axes to attach the cursor to. horizOnbool, default: True Whether to draw the horizontal line. ...
doc_5986
Return this Axis' major tick lines as a list of Line2Ds.
doc_5987
Mean Gamma deviance regression loss. Gamma deviance is equivalent to the Tweedie deviance with the power parameter power=2. It is invariant to scaling of the target variable, and measures relative errors. Read more in the User Guide. Parameters y_truearray-like of shape (n_samples,) Ground truth (correct) targe...
doc_5988
mean() Arithmetic mean (“average”) of data. fmean() Fast, floating point arithmetic mean. geometric_mean() Geometric mean of data. harmonic_mean() Harmonic mean of data. median() Median (middle value) of data. median_low() Low median of data. median_high() High median of data. median_grouped() Median, or ...
doc_5989
A dispatcher subclass which adds simple buffered output capability, useful for simple clients. For more sophisticated usage use asynchat.async_chat.
doc_5990
test if one rectangle in a list intersects collidelist(list) -> index Test whether the rectangle collides with any in a sequence of rectangles. The index of the first collision found is returned. If no collisions are found an index of -1 is returned.
doc_5991
Create an Axes suitable for a colorbar. The axes is placed in the figure of the parents axes, by resizing and repositioning parents. Parameters parentsAxes or list of Axes The Axes to use as parents for placing the colorbar. locationNone or {'left', 'right', 'top', 'bottom'} The location, relative to the pa...
doc_5992
Returns the square identity matrix of given size. Parameters nint Size of the returned identity matrix. dtypedata-type, optional Data-type of the output. Defaults to float. Returns outmatrix n x n matrix with its main diagonal set to one, and all other elements zero. See also numpy.identity E...
doc_5993
True if a port or set of ports was explicitly specified by the server (in the Set-Cookie / Set-Cookie2 header).
doc_5994
step() carries out the following two operations: Internally invokes unscale_(optimizer) (unless unscale_() was explicitly called for optimizer earlier in the iteration). As part of the unscale_(), gradients are checked for infs/NaNs. If no inf/NaN gradients are found, invokes optimizer.step() using the unscaled grad...
doc_5995
Display debug information about compiled expression. No corresponding inline flag.
doc_5996
A dictionary mapping any symbolic group names defined by (?P<id>) to group numbers. The dictionary is empty if no symbolic groups were used in the pattern.
doc_5997
assertWarns(warning, *, msg=None) Test that a warning is triggered when callable is called with any positional or keyword arguments that are also passed to assertWarns(). The test passes if warning is triggered and fails if it isn’t. Any exception is an error. To catch any of a group of warnings, a tuple containing t...
doc_5998
Add an arrow to the Axes. This draws an arrow from (x, y) to (x+dx, y+dy). Parameters x, yfloat The x and y coordinates of the arrow base. dx, dyfloat The length of the arrow along x and y direction. widthfloat, default: 0.001 Width of full arrow tail. length_includes_headbool, default: False True i...
doc_5999
Random permutation cross-validator Yields indices to split data into training and test sets. Note: contrary to other cross-validation strategies, random splits do not guarantee that all folds will be different, although this is still very likely for sizeable datasets. Read more in the User Guide. Parameters n_spl...