API Documentation
===================

When you design a neural network each layer consists of no of nurons and single nuron is made up of ``linear->activation`` functions. Following functions are atomic independent functions to create a neural net.


1. Linear Layer

   .. autofunction:: nn.linear

2. Linear Backward

   .. autofunction:: nn.linear_backward

3. Activation

   .. autofunction:: nn.activation

4. Softmax Activation

   .. autofunction:: nn.Softmax

5. Neuron / Layerl

   .. autofunction:: nn.neuron

6. Initialize Neural Network Parameters

   .. autofunction:: nn.initialize_parameters