breidablik.interpolate.load
===========================

.. py:module:: breidablik.interpolate.load


Classes
-------

.. autoapisummary::

   breidablik.interpolate.load.FFNN


Functions
---------

.. autoapisummary::

   breidablik.interpolate.load.ReLU
   breidablik.interpolate.load.linear


Module Contents
---------------

.. py:function:: ReLU(x)

.. py:function:: linear(x, weights, bias)

.. py:class:: FFNN(model)

   Feed Forward Neural Network


   .. py:method:: forward(x)

      Forward pass

      :param x: The features matrix to predict results on.
      :type x: ndarray

      :returns: **y** -- THe predicted results.
      :rtype: ndarray



   .. py:method:: __call__(x)


   .. py:method:: load(path, model='ffnn.json')

      Load model from json file. Assumes that the model is saved with keys weight_x, bias_x, where x is the layer number.

      :param path: Path to load the model from. Needs to be a folder.
      :type path: str