ESN
===

.. currentmodule:: xesn

.. autoclass:: ESN
   :special-members:

   
   
   .. rubric:: Methods
   .. autosummary::
      :toctree:
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
      ESN.build

      
   
      ESN.predict

      
   
      ESN.test

      
   
      ESN.to_xds

      
   
      ESN.train

      
   
   
   

   
   
   .. rubric:: Attributes
   .. autosummary::
   
      ESN.W
   
      ESN.Win
   
      ESN.Wout
   
      ESN.n_input
   
      ESN.n_output
   
      ESN.n_reservoir
   
      ESN.leak_rate
   
      ESN.tikhonov_parameter
   
      ESN.bias_vector
   
      ESN.input_kwargs
   
      ESN.adjacency_kwargs
   
      ESN.bias_kwargs
   
      ESN.adjacency_factor
   
      ESN.bias_factor
   
      ESN.input_factor