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Returns a list of unique symmetrically equivalent k-points. Args: kpoint (1x3 array): coordinate of the k-point cartesian (bool): kpoint is in cartesian or fractional coordinates tol (float): tolerance below which coordinates are considered equal Returns: ...
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If you launch without specifying a manual device block mapping, you may not get all the ephemeral devices available to the given instance type. This will build one that ensures all available ephemeral devices are mapped.
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Sets the desired root EBS size, otherwise the default EC2 value is used. :param vol_type: Type of EBS storage - gp2 (SSD), io1 or standard (magnetic) :type vol_type: str :param size: Desired root EBS size. :type size: int :param delete_on_termination: Toggle this flag to delete ...
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Return state as a dictionary. Result can be used to serialize the instance and reconstitute it later using :meth:`from_dict`. :rtype: dict
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Returns the first option value stored that matches p or default.
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Return a pandas dataframe with all the training jobs, along with their hyperparameters, results, and metadata. This also includes a column to indicate if a training job was the best seen so far.
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Returns list modifications.
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Populate the local cache. Read the Network DB and populate the local cache. Read the subnet from the Subnet DB, given the net_id and populate the cache.
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Set pragmas for the current database connection. Parameters ---------- pragmas : dict Dictionary of pragmas; see constants.default_pragmas for a template and http://www.sqlite.org/pragma.html for a full list.
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Helper function for getting admin metadata.
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This function is used to declare new local operator.
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Sorts the model column After sorting the data in ascending or descending order, a signal `layoutChanged` is emitted. :param: columnId (int) the index of the column to sort on. :param: order (Qt::SortOrder, optional) descending(1) or ascending(0). defaults to Qt....
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Request metadata for a given scene in a USGS dataset. :param dataset: :param node: :param entityids: :param extended: Send a second request to the metadata url to get extended metadata on the scene. :param api_key:
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Used in the submit filter to make sure user is in project
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If an object is deleted, it should no longer be indexed so this removes the object from all indexes on the given collection.
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Choose a node from the graph with probabilities based on their degrees. :type graph: networkx.Graph :param node_blacklist: Nodes to filter out :param invert_degrees: Should the degrees be inverted? Defaults to true.
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The body of the event data as a string if the data is of a compatible type. :param encoding: The encoding to use for decoding message data. Default is 'UTF-8' :rtype: str or unicode
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Reinstate volume. Args: fade (bool): Whether volume should be faded up on restore.
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Ensure that we're going to compute at least N extra rows of `term`.
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a core method to ingest and validate arbitrary keyword data **NOTE: data is always returned with this method** for each key in the model, a value is returned according to the following priority: 1. value in kwargs if field passes validation test 2....
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Return a copy of self with the opposite sign bit. Unlike -self, this does not make use of the context: the result has the same precision as the original.
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Get the property of an object and brok_transformation if needed and return the value :param prop: property name :type prop: str :param tab: object with all properties of an object :type tab: object :return: value of the property original or brok converted :rtype: str
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Derive the "_data" and "index" attributes of a new Series from a dictionary input. Parameters ---------- data : dict or dict-like Data used to populate the new Series index : Index or index-like, default None index for the new Series: if None, use dict ke...
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Compute the recall. The recall is the ratio ``tp / (tp + fn)`` where ``tp`` is the number of true positives and ``fn`` the number of false negatives. The recall is intuitively the ability of the classifier to find all the positive samples. The best value is 1 and the worst value is 0. Args: ...
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Get the record string type value given the record_type.
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Python character arrays are a mess. If Python2, check if **thing** is an :obj:`unicode` or a :obj:`str`. If Python3, check if **thing** is a :obj:`str`. :param thing: The thing to check. :returns: ``True`` if **thing** is a string according to whichever version of Python we're running in...
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Reads the index and populates the directory tree
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Corresponds to IDD Field `depth_february_average_ground_temperature` Args: value (float): value for IDD Field `depth_february_average_ground_temperature` Unit: C if `value` is None it will not be checked against the specification and is assumed to be ...
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Searches for missing titles that can be inferred from the surrounding data and automatically repairs those titles.
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Helper to log message to the right level
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Accepts a fully-qualified url. Returns True if successful, False if not successful.
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Returns used and total memory for GPUs identified by the given context list. :param ctx: List of MXNet context devices. :return: Dictionary of device id mapping to a tuple of (memory used, memory total).
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Save the configuration to a file
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Computes zero crossing rate of segment
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adjust labels or annotations on object labels have to match RE: (([A-Za-z0-9][-A-Za-z0-9_.]*)?[A-Za-z0-9])? and have at most 63 chars :param collection: str, object collection e.g. 'builds' :param name: str, name of object :param things: str, 'labels' or 'annotations' :...
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Calculates the threshold for all pixels in threshold_calibration_array at the given GDAC settings via linear interpolation. The GDAC settings used during calibration have to be given. Parameters ---------- gdacs : array like The GDAC settings where the threshold should be determined from the calibr...
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Store one or more adresses. :param addr: byte address of store location :param length: All address from addr until addr+length (exclusive) are stored (default: 1) :param non_temporal: if True, no write-allocate will be issued, but cacheline will be zeroed
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Decorator function that turns a class into a singleton.
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Check if a plan is on a valid line.
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Get all tokens for given customer Id Args: customer_id : Customer Id for which tokens have to be fetched Returns: Token dicts for given cutomer Id
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fit the regression method and also Krige the residual Parameters ---------- p: ndarray (Ns, d) array of predictor variables (Ns samples, d dimensions) for regression x: ndarray ndarray of (x, y) points. Needs to be a (Ns, 2) array correspo...
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Retrieve the proxy model of this proxied `Part` as a `Part`. Allows you to retrieve the model of a proxy. But trying to get the catalog model of a part that has no proxy, will raise an :exc:`NotFoundError`. Only models can have a proxy. :return: :class:`Part` with category `MODEL` and from whi...
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Smooths points with kalman filter See https://github.com/open-city/ikalman Args: points (:obj:`list` of :obj:`Point`): points to smooth noise (float): expected noise
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Convert sample_stats_prior samples to xarray.
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Convert grouped short options like `-abc` to `-a, -b, -c`. This is necessary because we set ``allow_abbrev=False`` on the ``ArgumentParser`` in :prop:`self.arg_parser`. The argparse docs say ``allow_abbrev`` applies only to long options, but it also affects whether short options grouped...
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You can override this method in order to add your command line arguments to the argparse parser. The configuration file was reloaded at this time.
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Checks that the specified state options result in the same states over the next `depth` states.
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Return the sort key for the given frame.
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Will raise an exception if there are some changes made since the last persist.
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Gets a LaTeX table of parameter covariance. Parameters ---------- chain : int|str, optional The chain index or name. Defaults to first chain. parameters : list[str], optional The list of parameters to compute correlations. Defaults to all parameters f...
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Combine with another PhaseGroup and return the result.
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Reboot the device Useful when trying to get xDSL sync
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Builds a directory name based on the argument but starting with 'temp-'. This relies on the fact that TensorFlow Serving ignores subdirectories of the base directory that can't be parsed as integers. Args: timestamped_export_dir: the name of the eventual export directory, e.g. /foo/bar/<timestamp> ...
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Configure setup for Sphinx extension. :param app: Sphinx application context.
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Form the table set union of two table expressions having identical schemas. Parameters ---------- right : TableExpr distinct : boolean, default False Only union distinct rows not occurring in the calling table (this can be very expensive, be careful) Returns ------- uni...
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Publish a ``message`` on the subscribed channel on the Redis datastore. ``expire`` sets the time in seconds, on how long the message shall additionally of being published, also be persisted in the Redis datastore. If unset, it defaults to the configuration settings ``WS4REDIS_EXPIRE``.
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Create a local mirror of one or more resources.
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Draw by the fifty-move rule can be claimed once the clock of halfmoves since the last capture or pawn move becomes equal or greater to 100 and the side to move still has a legal move they can make.
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A string valued property with max. `length`.
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Add apt gpg keys with ``apt-key``. + key: filename or URL + keyserver: URL of keyserver to fetch key from + keyid: key identifier when using keyserver Note: Always returns an add command, not state checking. keyserver/id: These must be provided together.
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Call variants from prepared pileup examples, creating tensorflow record file.
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Calculates cumulative peak generation of generators connected to underlying grids This is done instantaneously using bottom-up approach. Parameters ---------- mode: str determines which generators are included:: 'MV': Only generation capacities of MV ...
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Removes the tendril from the set of tracked tendrils.
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Create CSV lines from list-of-dict data.
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Adds an assignment of package as a decision and increments the decision level.
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Attach the known and unknown schedules
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Returns a list of chi squared for each data set. Also uses ydata_massaged. p=None means use the fit results
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Creates a crossreference from this class. XrefFrom means, that the current class is called by another class. :param REF_TYPE ref_kind: type of call :param classobj: :class:`ClassAnalysis` object to link :param methodobj: :param offset: Offset in the methods bytecode, where the c...
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Run the given command and yield the output as we receive it.
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Performs the generator step in computing the GAN loss. Args: gen_frames: Generated frames fake_logits_stop: Logits corresponding to the generated frames as per the discriminator. Assumed to have a stop-gradient term. Returns: gan_g_loss_pos_d: Loss. gan_g_loss_ne...
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Get config dictionary for instagram oauth
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Run a trading algorithm. Parameters ---------- start : datetime The start date of the backtest. end : datetime The end date of the backtest.. initialize : callable[context -> None] The initialize function to use for the algorithm. This is called once at the very begi...
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Change type of diagram in this chart. Accepts one of classes which extend Diagram.
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Join the given channel.
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Emulate the channel send method, the tries and timeout are not used
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construct the function expression
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Wait for a change in the journal. `timeout` is the maximum time in seconds to wait, or None which means to wait forever. Returns one of NOP (no change), APPEND (new entries have been added to the end of the journal), or INVALIDATE (journal files have been added or removed).
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Get the symmetry operations associated with the structure. Returns: Symmetry operations as a tuple of two equal length sequences. (rotations, translations). "rotations" is the numpy integer array of the rotation matrices for scaled positions "translations" gives ...
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Blit onto a Console with double resolution. Args: console (Console): Blit destination Console. dest_x (int): Console tile X position starting from the left at 0. dest_y (int): Console tile Y position starting from the top at 0. img_x (int): Left corner pixel of t...
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Return the list of values in the RDD for key `key`. This operation is done efficiently if the RDD has a known partitioner by only searching the partition that the key maps to. >>> l = range(1000) >>> rdd = sc.parallelize(zip(l, l), 10) >>> rdd.lookup(42) # slow [42] ...
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int or str indicating element under which to insert this subtotal. An int anchor is the id of the dimension element (category or subvariable) under which to place this subtotal. The return value can also be one of 'top' or 'bottom'. The return value defaults to 'bottom' for an anchor r...
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Factor the coefficient multiplying a unit For units that are multiplied by a constant dimensionless coefficient, returns a tuple containing the coefficient and a new unit object for the unmultiplied unit. Example ------- >>> import unyt as u >>> unit = (u.m**2/...
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Push a chunk of a file to the streaming endpoint. Args: filename: Name of file that this is a chunk of. chunk_id: TODO: change to 'offset' chunk: File data.
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CLI terminals try to automatically adjust the line based on the width of the terminal. This causes the output to get distorted when accessed programmatically. Set terminal width to 511 which works on a broad set of devices. :param command: Command string to send to the device :type com...
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Builds sub-graph to generate a string, sampled from the model. Args: initial_logits: Starting logits to sample from. initial_state: Starting state for the RNN core. sequence_length: Number of characters to sample. Returns: A Tensor of characters, with dimensions `[sequence_length, batc...
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Generate a 3' G>A linegraph plot
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Set the constants associated with the data. Parameters ---------- constants : str Expressions for the new set of constants. verbose : boolean (optional) Toggle talkback. Default is True See Also -------- transform Similar meth...
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This method is ASSIGNED during the evaluation to control how to resume it once it has been paused
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Load all maps of a given type into a dictionary. Color maps are loaded as BrewerMap objects. Dictionary is keyed by map name and then integer numbers of defined colors. There is an additional 'max' key that points to the color map with the largest number of defined colors. Parameters ---------...
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Apply formatting to each path node. This is used to apply a name to nodes (used to apply key names) eg: >>> a = UrlPath("foo", PathParam('{key_field}'), "bar") >>> b = a.apply_args(id="item_id") >>> b.format() 'foo/{item_id}/bar'
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Update the parent search dict so that the reftrack can be found with the new refobj and delete the entry for the old refobj. Old or new can also be None. :param old: the old refobj of reftrack :param new: the new refobj of reftrack :param reftrack: The reftrack, which refobj wa...
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Add the specified values to the named list If ``stamp`` is True, then the timestamp from the event will also be added if ``prune`` is set to an integer higher than ``0``, then only the last ``prune`` values will be kept in the list. USAGE: .. code-block:: yaml foo: reg.list: ...
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Set this account's password if the current password matches. @param currentPassword: The password to match against the current one. @param newPassword: The new password. @return: A deferred firing when the password has been changed. @raise BadCredentials: If the current password did no...
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Create dataset objects for splits of the Multi30k dataset. Arguments: exts: A tuple containing the extension to path for each language. fields: A tuple containing the fields that will be used for data in each language. root: Root dataset storage directory. De...
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set signing key on connection
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Extracts tuples representing comments and localization entries from strings file. Args: file_descriptor (file): The file to read the tuples from Returns: list : List of tuples representing the headers and localization entries.
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Returns a batch instance after exporting a batch of txs.
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Nhap dai han Args: cucSo (TYPE): Description gioiTinh (TYPE): Description Returns: TYPE: Description
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Open an existing NetCDF file temporarily and call method |NetCDFVariableDeep.read| of all handled |NetCDFVariableBase| objects.
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Creates ssl socket, connects to stream api and sets timeout.