elphick.sklearn\_viz.features.principal\_components.PrincipalComponents
=======================================================================

.. currentmodule:: elphick.sklearn_viz.features.principal_components

.. autoclass:: PrincipalComponents
   :members:
   :special-members: __add__, __mul__

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~PrincipalComponents.__init__
      ~PrincipalComponents.add_loading_vectors
      ~PrincipalComponents.plot_explained_variance
      ~PrincipalComponents.plot_loading_vectors
      ~PrincipalComponents.plot_principal_components
      ~PrincipalComponents.plot_scatter_matrix
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~PrincipalComponents.data