.. _ml_documentation:

================
Machine Learning
================

NeuroPop
~~~~~~~~

.. automodule:: spykes.ml.neuropop
  :members:

STRF
~~~~

.. automodule:: spykes.ml.strf
  :members:

Sparse Filtering
~~~~~~~~~~~~~~~~

This module makes use of Tensorflow. Make sure your system is configured correctly before using it.

.. automodule:: spykes.ml.tensorflow.sparse_filtering
  :members:

Poisson Layers
~~~~~~~~~~~~~~

This module provides a TensorFlow implementation of the Poisson estimators used in the NeuroPop modules.

.. automodule:: spykes.ml.tensorflow.poisson_models
  :members: