_id stringlengths 5 9 | text stringlengths 5 385k | title stringclasses 1
value |
|---|---|---|
doc_6000 | Returns a list of all hyperparameter. | |
doc_6001 |
RANSAC (RANdom SAmple Consensus) algorithm. RANSAC is an iterative algorithm for the robust estimation of parameters from a subset of inliers from the complete data set. Read more in the User Guide. Parameters
base_estimatorobject, default=None
Base estimator object which implements the following methods:
fit... | |
doc_6002 |
Returns a copy of the calling offset object with n=1 and all other attributes equal. | |
doc_6003 | See Migration guide for more details. tf.compat.v1.manip.roll, tf.compat.v1.roll
tf.roll(
input, shift, axis, name=None
)
The elements are shifted positively (towards larger indices) by the offset of shift along the dimension of axis. Negative shift values will shift elements in the opposite direction. Elements ... | |
doc_6004 | Performs the element-wise division of tensor1 by tensor2, multiply the result by the scalar value and add it to input. Warning Integer division with addcdiv is no longer supported, and in a future release addcdiv will perform a true division of tensor1 and tensor2. The historic addcdiv behavior can be implemented as (... | |
doc_6005 |
Return the kernel k(X, Y) and optionally its gradient. Parameters
Xndarray of shape (n_samples_X, n_features)
Left argument of the returned kernel k(X, Y)
Yndarray of shape (n_samples_Y, n_features), default=None
Right argument of the returned kernel k(X, Y). If None, k(X, X) if evaluated instead.
eval_gr... | |
doc_6006 | Wrap a concurrent.futures.Future object in a asyncio.Future object. | |
doc_6007 | NONE: Un-reduced weighted losses with the same shape as input.
SUM: Scalar sum of weighted losses.
MEAN: Scalar SUM divided by sum of weights. DEPRECATED.
SUM_OVER_BATCH_SIZE: Scalar SUM divided by number of elements in losses.
SUM_OVER_NONZERO_WEIGHTS: Scalar SUM divided by number of non-zero weights. DEPRECATED. ... | |
doc_6008 |
Set the facecolor(s) of the collection. c can be a color (all patches have same color), or a sequence of colors; if it is a sequence the patches will cycle through the sequence. If c is 'none', the patch will not be filled. Parameters
ccolor or list of colors | |
doc_6009 |
Bases: object A Matplotlib event. The following attributes are defined and shown with their default values. Subclasses may define additional attributes. Attributes
namestr
The event name.
canvasFigureCanvasBase
The backend-specific canvas instance generating the event. guiEvent
The GUI event that triggere... | |
doc_6010 |
Calls str.decode element-wise. See also char.decode | |
doc_6011 |
Compute the length of each element in the Series/Index. The element may be a sequence (such as a string, tuple or list) or a collection (such as a dictionary). Returns
Series or Index of int
A Series or Index of integer values indicating the length of each element in the Series or Index. See also str.len
P... | |
doc_6012 | Disables registry reflection for 32-bit processes running on a 64-bit operating system. key is an already open key, or one of the predefined HKEY_* constants. Will generally raise NotImplementedError if executed on a 32-bit operating system. If the key is not on the reflection list, the function succeeds but has no eff... | |
doc_6013 | Compute a 16-bit CRC value of data, starting with value as the initial CRC, and return the result. This uses the CRC-CCITT polynomial x16 + x12 + x5 + 1, often represented as 0x1021. This CRC is used in the binhex4 format. | |
doc_6014 | Return a formatted view of the bytecode operations (the same as printed by dis.dis(), but returned as a multi-line string). | |
doc_6015 | Checks for any ASCII printable character including space. | |
doc_6016 | See Migration guide for more details. tf.compat.v1.raw_ops.AnonymousIteratorV2
tf.raw_ops.AnonymousIteratorV2(
output_types, output_shapes, name=None
)
Args
output_types A list of tf.DTypes that has length >= 1.
output_shapes A list of shapes (each a tf.TensorShape or list of ints) that has length... | |
doc_6017 |
Fit to data, then transform it. Fits transformer to X and y with optional parameters fit_params and returns a transformed version of X. Parameters
Xarray-like of shape (n_samples, n_features)
Input samples.
yarray-like of shape (n_samples,) or (n_samples, n_outputs), default=None
Target values (None for uns... | |
doc_6018 |
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_6019 | control which events are allowed on the queue set_allowed(type) -> None set_allowed(typelist) -> None set_allowed(None) -> None The given event types are allowed to appear on the event queue. By default, all event types can be placed on the queue. It is safe to enable an event type multiple times. If None is passed a... | |
doc_6020 | The directory is opaque when viewed through a union stack. | |
doc_6021 | Print (to sys.stdout) a comparison between a and b. | |
doc_6022 |
Fit the imputer on X. Parameters
X{array-like, sparse matrix}, shape (n_samples, n_features)
Input data, where n_samples is the number of samples and n_features is the number of features. Returns
selfSimpleImputer | |
doc_6023 | A while loop. test holds the condition, such as a Compare node. >> print(ast.dump(ast.parse("""
... while x:
... ...
... else:
... ...
... """), indent=4))
Module(
body=[
While(
test=Name(id='x', ctx=Load()),
body=[
Expr(
value=Constant(value... | |
doc_6024 |
Transform features using quantiles information. This method transforms the features to follow a uniform or a normal distribution. Therefore, for a given feature, this transformation tends to spread out the most frequent values. It also reduces the impact of (marginal) outliers: this is therefore a robust preprocessin... | |
doc_6025 | See Migration guide for more details. tf.compat.v1.image.psnr
tf.image.psnr(
a, b, max_val, name=None
)
This is intended to be used on signals (or images). Produces a PSNR value for each image in batch. The last three dimensions of input are expected to be [height, width, depth]. Example: # Read images from file... | |
doc_6026 |
Return whether the artist uses clipping. | |
doc_6027 | A bounded semaphore object: a close analog of threading.BoundedSemaphore. A solitary difference from its close analog exists: its acquire method’s first argument is named block, as is consistent with Lock.acquire(). Note On Mac OS X, this is indistinguishable from Semaphore because sem_getvalue() is not implemented on... | |
doc_6028 | Remove element elem from the set if it is present. | |
doc_6029 | Statistic difference on memory allocations between an old and a new Snapshot instance. Snapshot.compare_to() returns a list of StatisticDiff instances. See also the Statistic class.
count
Number of memory blocks in the new snapshot (int): 0 if the memory blocks have been released in the new snapshot.
count_diff... | |
doc_6030 | class sklearn.linear_model.MultiTaskLasso(alpha=1.0, *, fit_intercept=True, normalize=False, copy_X=True, max_iter=1000, tol=0.0001, warm_start=False, random_state=None, selection='cyclic') [source]
Multi-task Lasso model trained with L1/L2 mixed-norm as regularizer. The optimization objective for Lasso is: (1 / (2 *... | |
doc_6031 | Duplicate file descriptor fd to fd2, closing the latter first if necessary. Return fd2. The new file descriptor is inheritable by default or non-inheritable if inheritable is False. Changed in version 3.4: Add the optional inheritable parameter. Changed in version 3.7: Return fd2 on success. Previously, None was alw... | |
doc_6032 | tf.debugging.assert_near(
x, y, rtol=None, atol=None, message=None, summarize=None, name=None
)
This Op checks that x[i] - y[i] < atol + rtol * tf.abs(y[i]) holds for every pair of (possibly broadcast) elements of x and y. If both x and y are empty, this is trivially satisfied. If any elements of x and y are not c... | |
doc_6033 | Pixel width and height used for georeferencing the raster, as a point object with x and y members. See geotransform for more information. >>> rst = GDALRaster({'width': 10, 'height': 20, 'srid': 4326})
>>> rst.scale
[1.0, -1.0]
>>> rst.scale.x = 2
>>> rst.scale
[2.0, -1.0] | |
doc_6034 | This class can be used to create an HTML table (or a complete HTML file containing the table) showing a side by side, line by line comparison of text with inter-line and intra-line change highlights. The table can be generated in either full or contextual difference mode. The constructor for this class is:
__init__(t... | |
doc_6035 |
Alias for set_facecolor. | |
doc_6036 | See torch.fmax() | |
doc_6037 |
Write the figure to a JPEG file. Parameters
filename_or_objstr or path-like or file-like
The file to write to. Other Parameters
pil_kwargsdict, optional
Additional keyword arguments that are passed to PIL.Image.Image.save when saving the figure. | |
doc_6038 | sklearn.datasets.make_classification(n_samples=100, n_features=20, *, n_informative=2, n_redundant=2, n_repeated=0, n_classes=2, n_clusters_per_class=2, weights=None, flip_y=0.01, class_sep=1.0, hypercube=True, shift=0.0, scale=1.0, shuffle=True, random_state=None) [source]
Generate a random n-class classification pr... | |
doc_6039 | tf.experimental.numpy.isposinf(
x
)
Unsupported arguments: out. See the NumPy documentation for numpy.isposinf. | |
doc_6040 | Receive up to maxfds file descriptors from an AF_UNIX socket sock. Return (msg, list(fds), flags, addr). Consult recvmsg() for the documentation of these parameters. Availability: Unix supporting recvmsg() and SCM_RIGHTS mechanism. New in version 3.9. Note Any truncated integers at the end of the list of file descri... | |
doc_6041 | Return the event loop the Future object is bound to. New in version 3.7. | |
doc_6042 | See Migration guide for more details. tf.compat.v1.raw_ops.StatelessWhile
tf.raw_ops.StatelessWhile(
input, cond, body, output_shapes=[], parallel_iterations=10, name=None
)
Args
input A list of Tensor objects. A list of input tensors whose types are T.
cond A function decorated with @Defun. A fun... | |
doc_6043 |
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_6044 |
Convert the data back to the original representation. Inverts the transform operation performed on an array. This operation can only be performed after SimpleImputer is instantiated with add_indicator=True. Note that inverse_transform can only invert the transform in features that have binary indicators for missing v... | |
doc_6045 | See Migration guide for more details. tf.compat.v1.keras.datasets.cifar10.load_data
tf.keras.datasets.cifar10.load_data()
This is a dataset of 50,000 32x32 color training images and 10,000 test images, labeled over 10 categories. See more info at the CIFAR homepage.
Returns Tuple of Numpy arrays: (x_train, y_... | |
doc_6046 |
router = routers.SimpleRouter()
router.register(r'users', UserViewSet)
router.register(r'accounts', AccountViewSet)
urlpatterns = router.urls
There are two mandatory arguments to the register() method:
prefix - The URL prefix to use for this set of routes.
viewset - The viewset class. Optionally, you may also spe... | |
doc_6047 |
Composes multiple transforms in a chain. The transforms being composed are responsible for caching. Parameters
parts (list of Transform) – A list of transforms to compose.
cache_size (int) – Size of cache. If zero, no caching is done. If one, the latest single value is cached. Only 0 and 1 are supported. | |
doc_6048 | Group has execute permission. | |
doc_6049 | See Migration guide for more details. tf.compat.v1.raw_ops.ConfigureTPUEmbedding
tf.raw_ops.ConfigureTPUEmbedding(
config, name=None
)
Args
config A string. Serialized tensorflow.tpu.TPUEmbeddingConfiguration that describes the embedding lookups of the program.
name A name for the operation (optio... | |
doc_6050 |
Return Less than or equal to of series and other, element-wise (binary operator le). Equivalent to series <= other, but with support to substitute a fill_value for missing data in either one of the inputs. Parameters
other:Series or scalar value
fill_value:None or float value, default None (NaN)
Fill existing... | |
doc_6051 | tf.compat.v1.wrap_function(
fn, signature, name=None
)
The python function fn will be called once with symbolic arguments specified in the signature, traced, and turned into a graph function. Any variables created by fn will be owned by the object returned by wrap_function. The resulting graph function can be call... | |
doc_6052 |
Complex-conjugate all elements. Refer to numpy.conjugate for full documentation. See also numpy.conjugate
equivalent function | |
doc_6053 | Concrete class for urldefrag() results containing str data. The encode() method returns a DefragResultBytes instance. New in version 3.2. | |
doc_6054 |
Return the tzinfo instance of x or of its first element, or None | |
doc_6055 |
Returns whether the kernel is stationary. | |
doc_6056 |
Alias for get_edgecolor. | |
doc_6057 |
Convert an image to boolean format. Parameters
imagendarray
Input image.
force_copybool, optional
Force a copy of the data, irrespective of its current dtype. Returns
outndarray of bool (bool_)
Output image. Notes The upper half of the input dtype’s positive range is True, and the lower half is ... | |
doc_6058 | A set object indicating which functions in the os module accept False for their follow_symlinks parameter on the local platform. Different platforms provide different features, and the underlying functionality Python uses to implement follow_symlinks is not available on all platforms Python supports. For consistency’s ... | |
doc_6059 | enum.IntFlag collection of VERIFY_* constants. New in version 3.6. | |
doc_6060 | Close the archive file. You must call close() before exiting your program or essential records will not be written. | |
doc_6061 | Events that must be waited for on this file object. | |
doc_6062 | Register a URL value preprocessor function for all view functions in the application. These functions will be called before the before_request() functions. The function can modify the values captured from the matched url before they are passed to the view. For example, this can be used to pop a common language code val... | |
doc_6063 |
The current configuration object (flask.config) Changelog Changed in version 0.10: This is now always available, even in imported templates. New in version 0.6.
request
The current request object (flask.request). This variable is unavailable if the template was rendered without an active request context.
... | |
doc_6064 |
Return indices of the maximum values along the given axis. Refer to numpy.argmax for full documentation. See also numpy.argmax
equivalent function | |
doc_6065 |
matches(self, d, **kwargs)
Try to match a single dict with the supplied arguments.
match_value(self, k, dv, v)
Try to match a single stored value (dv) with a supplied value (v). | |
doc_6066 |
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_6067 | Returns a list of template names to search for when rendering the template. The first template that is found will be used. The default implementation will return a list containing template_name (if it is specified). | |
doc_6068 | 'blogs.blog': lambda o: "/blogs/%s/" % o.slug,
'news.story': lambda o: "/stories/%s/%s/" % (o.pub_year, o.slug),
}
The model name used in this setting should be all lowercase, regardless of the case of the actual model class name. ADMINS Default: [] (Empty list) A list of all the people who get code error noti... | |
doc_6069 | Return an unbound copy of this rule. This can be useful if want to reuse an already bound URL for another map. See get_empty_kwargs to override what keyword arguments are provided to the new copy. Return type
werkzeug.routing.Rule | |
doc_6070 |
Draw the Artist (and its children) using the given renderer. This has no effect if the artist is not visible (Artist.get_visible returns False). Parameters
rendererRendererBase subclass.
Notes This method is overridden in the Artist subclasses. | |
doc_6071 | A page representing a list of objects. While this view is executing, self.object_list will contain the list of objects (usually, but not necessarily a queryset) that the view is operating upon. Ancestors (MRO) This view inherits methods and attributes from the following views: django.views.generic.list.MultipleObjectT... | |
doc_6072 |
Return a list of URLs, one for each element of the collection. The list contains None for elements without a URL. See Hyperlinks for an example. | |
doc_6073 | In-place version of cosh() | |
doc_6074 | draw multiple contiguous straight antialiased line segments aalines(surface, color, closed, points) -> Rect aalines(surface, color, closed, points, blend=1) -> Rect Draws a sequence of contiguous straight antialiased lines on the given surface.
Parameters:
surface (Surface) -- surface to draw on
color (Color... | |
doc_6075 | returns the Euclidean magnitude of the vector. magnitude() -> float calculates the magnitude of the vector which follows from the theorem: vec.magnitude() == math.sqrt(vec.x**2 + vec.y**2 + vec.z**2) | |
doc_6076 | A specification for a module’s import-system-related state. This is typically exposed as the module’s __spec__ attribute. In the descriptions below, the names in parentheses give the corresponding attribute available directly on the module object. E.g. module.__spec__.origin == module.__file__. Note however that while ... | |
doc_6077 | Return a list of all the values for the named header. The returned list will be sorted in the order they appeared in the original header list or were added to this instance, and may contain duplicates. Any fields deleted and re-inserted are always appended to the header list. If no fields exist with the given name, ret... | |
doc_6078 |
Set the way one half is displayed. one_halfstr, default: r"frac{1}{2}"
The string used to represent 1/2. | |
doc_6079 | uninitialize all pygame modules quit() -> None Uninitialize all pygame modules that have previously been initialized. When the Python interpreter shuts down, this method is called regardless, so your program should not need it, except when it wants to terminate its pygame resources and continue. It is safe to call th... | |
doc_6080 | Returns a binary digest for the PBKDF2 hash algorithm of data with the given salt. It iterates iterations times and produces a key of keylen bytes. By default, SHA-256 is used as hash function; a different hashlib hashfunc can be provided. Parameters
data (Union[str, bytes]) – the data to derive.
salt (Union[str, ... | |
doc_6081 | Close the connection to the server. | |
doc_6082 |
Check whether all characters in each string are digits. This is equivalent to running the Python string method str.isdigit() for each element of the Series/Index. If a string has zero characters, False is returned for that check. Returns
Series or Index of bool
Series or Index of boolean values with the same leng... | |
doc_6083 |
Diagnosing machine parameters. Parameters
float_convfunction, optional
Function that converts an integer or integer array to a float or float array. Default is float.
int_convfunction, optional
Function that converts a float or float array to an integer or integer array. Default is int.
float_to_floatfunc... | |
doc_6084 | Close connection established in open. This method is implicitly called by IMAP4.logout(). You may override this method. | |
doc_6085 | The error message used by ValidationError if validation fails. Defaults to "Enter a valid value". | |
doc_6086 |
Draw the Artist (and its children) using the given renderer. This has no effect if the artist is not visible (Artist.get_visible returns False). Parameters
rendererRendererBase subclass.
Notes This method is overridden in the Artist subclasses. | |
doc_6087 |
Generate variates from a multivariate hypergeometric distribution. The multivariate hypergeometric distribution is a generalization of the hypergeometric distribution. Choose nsample items at random without replacement from a collection with N distinct types. N is the length of colors, and the values in colors are th... | |
doc_6088 | Cascade deletes. Django emulates the behavior of the SQL constraint ON DELETE CASCADE and also deletes the object containing the ForeignKey. Model.delete() isn’t called on related models, but the pre_delete and post_delete signals are sent for all deleted objects. | |
doc_6089 |
Add a rotation (in radians) around the point (x, y) in place. Returns self, so this method can easily be chained with more calls to rotate(), rotate_deg(), translate() and scale(). | |
doc_6090 | Windows only: Instances of this class represent loaded shared libraries, functions in these libraries use the stdcall calling convention, and are assumed to return int by default. On Windows CE only the standard calling convention is used, for convenience the WinDLL and OleDLL use the standard calling convention on thi... | |
doc_6091 | Return the proleptic Gregorian ordinal of the date. The same as self.date().toordinal(). | |
doc_6092 | See Migration guide for more details. tf.compat.v1.raw_ops.SparseSegmentMeanWithNumSegments
tf.raw_ops.SparseSegmentMeanWithNumSegments(
data, indices, segment_ids, num_segments, name=None
)
Like SparseSegmentMean, but allows missing ids in segment_ids. If an id is missing, the output tensor at that position wil... | |
doc_6093 | Return a key suitable for sorting between networks and addresses. Address and Network objects are not sortable by default; they’re fundamentally different, so the expression: IPv4Address('192.0.2.0') <= IPv4Network('192.0.2.0/24')
doesn’t make sense. There are some times however, where you may wish to have ipaddress s... | |
doc_6094 |
Adds the forward pre-hook that enables pruning on the fly and the reparametrization of a tensor in terms of the original tensor and the pruning mask. Parameters
module (nn.Module) – module containing the tensor to prune
name (str) – parameter name within module on which pruning will act.
amount (int or float) –... | |
doc_6095 |
Return the names of all projections currently registered. | |
doc_6096 | This iterates over all the subparts of msg, returning only those subparts that match the MIME type specified by maintype and subtype. Note that subtype is optional; if omitted, then subpart MIME type matching is done only with the main type. maintype is optional too; it defaults to text. Thus, by default typed_subpart_... | |
doc_6097 |
Return index and pixel distance to closest index. | |
doc_6098 |
Set the path effects. Parameters
path_effectsAbstractPathEffect | |
doc_6099 | A shorthand for format_list(extract_tb(tb, limit)). |
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