/Math-of-Neural-Networks

Create a few popular Neural Networks from scratch using just Numpy

Primary LanguageJupyter NotebookMIT LicenseMIT

Math-of-Neural-Networks

Create a few popular Neural Networks from scratch using just Numpy

This repository contains notebooks that explains the Math behind a few popular Neural Networks and builds them from scratch using just Numpy and no other libraries.

The Neural Networks included are given below.

1. Multi-Layer Perceptron

2. Convolutional Neural Network

3. Recurrent Neural Network

4. Gated Recurrent Units

5. Long Short Term Neural Network

6. Denoising AutoEncoder

7. Generative Adversarial Networks

G00D LUCK

For doubts email me at: atinsaki@gmail.com