Simple Feed Forward Neural Network and Backpropagation using NumPy

About

This repository contains a simple and customizable feed forward neural network and backpropagation using only NumPy. The dataset used for this experiment is MNIST.

How to use

$ python feedforward.py

Hyperparameters

Hyperparameters such as the number of hidden layers, number of neurons, activation functions, learning rate, etc can be modified inside the code.

Requirements

The main requirements for this project are Python and NumPy.