Fully Connected Feed Forward Neural Network

Overview

Lightweight Python 3 Library for Feed Forward Neural Network with Stochastic Gradient Descent (SGD) Optimizer and Euclidean Error Function.

Dependencies:

• Numpy 1.14.xpip install numpy

  Usage:

• Create Network
  ```
  from FC_SGD import Network

import numpy as np
network=Network([3,5,2]) # Fully Connected Neural Network created with 3 layers, having 3 neurons, 5 neurons, and 2 neurons

 * Train Network

network.SGD(np.array([([],[output layer data 1]), ([],[output layer data 2])]))

*  Predict result

output=network.feedforward(np.array([]))
print(output[]) #0th Neuron is at the top of the layer
```