Preprocessing module
========================

.. automodule:: dtaianomaly.preprocessing

.. automethod:: dtaianomaly.preprocessing.check_preprocessing_inputs

.. autoclass:: dtaianomaly.preprocessing.Preprocessor
   :members:

.. autoclass:: dtaianomaly.preprocessing.ChainedPreprocessor
.. autoclass:: dtaianomaly.preprocessing.Identity
.. autoclass:: dtaianomaly.preprocessing.MinMaxScaler
.. autoclass:: dtaianomaly.preprocessing.StandardScaler
.. autoclass:: dtaianomaly.preprocessing.RobustScaler
.. autoclass:: dtaianomaly.preprocessing.MovingAverage
.. autoclass:: dtaianomaly.preprocessing.ExponentialMovingAverage
.. autoclass:: dtaianomaly.preprocessing.SamplingRateUnderSampler
.. autoclass:: dtaianomaly.preprocessing.NbSamplesUnderSampler
.. autoclass:: dtaianomaly.preprocessing.Differencing
.. autoclass:: dtaianomaly.preprocessing.PiecewiseAggregateApproximation