SelfOrganizingMap1D
===================

.. currentmodule:: trackstream.preprocess

.. autoclass:: SelfOrganizingMap1D
   :show-inheritance:

   .. rubric:: Attributes Summary

   .. autosummary::

      ~SelfOrganizingMap1D.decay_function
      ~SelfOrganizingMap1D.learning_rate
      ~SelfOrganizingMap1D.nfeature
      ~SelfOrganizingMap1D.nlattice
      ~SelfOrganizingMap1D.sigma

   .. rubric:: Methods Summary

   .. autosummary::

      ~SelfOrganizingMap1D.binned_weights_init
      ~SelfOrganizingMap1D.neighborhood
      ~SelfOrganizingMap1D.pca_weights_init
      ~SelfOrganizingMap1D.quantization
      ~SelfOrganizingMap1D.quantization_error
      ~SelfOrganizingMap1D.train
      ~SelfOrganizingMap1D.update
      ~SelfOrganizingMap1D.winner

   .. rubric:: Attributes Documentation

   .. autoattribute:: decay_function
   .. autoattribute:: learning_rate
   .. autoattribute:: nfeature
   .. autoattribute:: nlattice
   .. autoattribute:: sigma

   .. rubric:: Methods Documentation

   .. automethod:: binned_weights_init
   .. automethod:: neighborhood
   .. automethod:: pca_weights_init
   .. automethod:: quantization
   .. automethod:: quantization_error
   .. automethod:: train
   .. automethod:: update
   .. automethod:: winner