File: model.rst

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Model
=====

This module is designed to include machine-learning models for interpolating
energies and forces from either an atom-centered or image-centered fingerprint
description.


Model
-----

.. automodule:: amp.model
    :members:
    :undoc-members:
    :show-inheritance:

Neural Network
--------------

.. automodule:: amp.model.neuralnetwork
    :members:
    :undoc-members:
    :show-inheritance:

Tensorflow Neural Network
-------------------------

A work in progress, this module `amp.model.tflow` uses Google's TensorFlow package to implement a neural network, which may provide GPU acceleration and other advantages.

.. automodule:: amp.model.tflow
    :members:
    :undoc-members:
    :show-inheritance: