StandardScaler
==============

.. currentmodule:: anomalearn.algorithms.transformers.StandardScaler

.. autoclass:: StandardScaler
   :show-inheritance:


   .. rubric:: List of properties

   .. autosummary::

      ~StandardScaler.copy_attribute
      ~StandardScaler.seen_features_in
      ~StandardScaler.seen_features_names_in
      ~StandardScaler.seen_mean
      ~StandardScaler.seen_samples_in
      ~StandardScaler.seen_scale
      ~StandardScaler.seen_var
      ~StandardScaler.with_mean
      ~StandardScaler.with_std

   .. rubric:: List of methods

   .. autosummary::

      ~StandardScaler.__eq__
      ~StandardScaler.__ne__
      ~StandardScaler.__repr__
      ~StandardScaler.__str__
      ~StandardScaler.copy
      ~StandardScaler.fit
      ~StandardScaler.get_input_shape
      ~StandardScaler.get_output_shape
      ~StandardScaler.load
      ~StandardScaler.save
      ~StandardScaler.transform

   .. rubric:: List of class methods

   .. autosummary::

      ~StandardScaler.load_model

   .. rubric:: List of inherited methods

   .. autosummary::

      ~StandardScaler.get_hyperparameters
      ~StandardScaler.get_params
      ~StandardScaler.get_pipeline_class
      ~StandardScaler.set_hyperparameters
      ~StandardScaler.set_params
      ~StandardScaler.set_pipeline_class

   .. rubric:: Properties

   .. autoproperty:: copy_attribute
   .. autoproperty:: seen_features_in
   .. autoproperty:: seen_features_names_in
   .. autoproperty:: seen_mean
   .. autoproperty:: seen_samples_in
   .. autoproperty:: seen_scale
   .. autoproperty:: seen_var
   .. autoproperty:: with_mean
   .. autoproperty:: with_std

   .. rubric:: Methods

   .. automethod:: __eq__
   .. automethod:: __ne__
   .. automethod:: __repr__
   .. automethod:: __str__
   .. automethod:: copy
   .. automethod:: fit
   .. automethod:: get_input_shape
   .. automethod:: get_output_shape
   .. automethod:: load
   .. automethod:: save
   .. automethod:: transform

   .. rubric:: Class methods

   .. automethod:: load_model

   .. rubric:: Inherited methods

   .. automethod:: get_hyperparameters
   .. automethod:: get_params
   .. automethod:: get_pipeline_class
   .. automethod:: set_hyperparameters
   .. automethod:: set_params
   .. automethod:: set_pipeline_class