.. _f-preprocessing: module ``timeseries.preprocessing`` =================================== .. inheritance-diagram:: mlinsights.timeseries.preprocessing Short summary +++++++++++++ module ``mlinsights.timeseries.preprocessing`` Timeseries preprocessing. :githublink:`%|py|5` Classes +++++++ +------------------------------------------------------------------------------------------------+--------------------------------------------------------+ | class | truncated documentation | +================================================================================================+========================================================+ | :class:`TimeSeriesDifference ` | Computes timeseries differences. | +------------------------------------------------------------------------------------------------+--------------------------------------------------------+ | :class:`TimeSeriesDifferenceInv ` | Computes the reverse of :class:`TimeSeriesDifference`. | +------------------------------------------------------------------------------------------------+--------------------------------------------------------+ Properties ++++++++++ +--------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+ | property | truncated documentation | +==================================================================================================+==================================================================================================================+ | :py:meth:`_repr_html_ ` | HTML representation of estimator. This is redundant with the logic of `_repr_mimebundle_`. The latter should ... | +--------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_repr_html_ ` | HTML representation of estimator. This is redundant with the logic of `_repr_mimebundle_`. The latter should ... | +--------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+ | :meth:`degree ` | Returns the degree. | +--------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+ Methods +++++++ +--------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------+ | method | truncated documentation | +============================================================================================+================================================================================================+ | :py:meth:`__init__ ` | | +--------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------+ | :py:meth:`__init__ ` | | +--------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------+ | :meth:`fit ` | Stores the first values. | +--------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------+ | :meth:`fit ` | Checks that estimator is fitted. | +--------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------+ | :meth:`get_fct_inv ` | Returns the reverse tranform. | +--------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------+ | :meth:`transform ` | Transforms both *X* and *y*. Returns *X* and *y*, returns *sample_weight* as well if not None. | +--------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------+ | :meth:`transform ` | Transforms both *X* and *y*. Returns *X* and *y*, returns *sample_weight* as well if not None. | +--------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------+ Documentation +++++++++++++ .. automodule:: mlinsights.timeseries.preprocessing :members: :special-members: __init__ :show-inheritance: