neural-networks-from-scratch

Visit the official book of "Neural Networks from scratch" to learn more from it.

This repository contains the code for implementing the neural networks from scratch using python. This repository is an attempt to implement the neural networks from scratch using python with cuda-python library.

Topics

1. Single Neurons
2. Layers
3. Loss Function
4. Optimization

How this repository helpful for you?

1. Explains the concept in notebook, so you can also try it
2. Has the answer for your what, how, why questions in each concept
3. Visualization of each concept through manim library