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The multivariate time series of M processes and T observations, defaults to None.
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The multivariate time series of M processes and T observations, default=None.
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name (str, optional):
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The name of the calculator. Mainly used for printing the results but can be useful if you have multiple instances, defaults to None.
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The name of the calculator. Mainly used for printing the results but can be useful if you have multiple instances, default=None.
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labels (array_like, optional):
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Any set of strings by which you want to label the calculator. This can be useful later for classification purposes, defaults to None.
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Any set of strings by which you want to label the calculator. This can be useful later for classification purposes, default=None.
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subset (str, optional):
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A pre-configured subset of SPIs to use. Options are "all", "fast", "sonnet", or "fabfour", defaults to "all".
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A pre-configured subset of SPIs to use. Options are "all", "fast", "sonnet", or "fabfour", default="all".
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configfile (str, optional):
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The location of the YAML configuration file for a user-defined subset. See :ref:`Using a reduced SPI set`, defaults to :code:`'</path/to/pyspi>/pyspi/config.yaml'`
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detrend (bool, optional):
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If True, detrend each time series individually along the time axis before normalising (if enabled), defaults to False.
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If True, detrend each time series in the MTS dataset individually along the time axis before normalising (if enabled), default=False.
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normalise (bool, optional):
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If True, z-score normalise each time series in the MTS dataset individually along the time axis before computing SPIs, defaults to True.
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If True, z-score normalise each time series in the MTS dataset individually along the time axis before computing SPIs, default=True.
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