Popular GitHub Repositories for Scratch Implementation

A deep learning framework created from scratch with Python and NumPy

Scripts of Machine Learning Algorithms from Scratch. Implementations of machine learning models and algorithms using nothing but NumPy with a focus on accessibility. Aims to cover everything from basic to advance.

Repo for ML Models built from scratch such as Self-Attention, Linear +Logistic Regression, PCA, LDA. CNN, LSTM, Neural Networks using Numpy only

LSTM Network from Scratch in C++

Implementation of Artificial Neural Network (ANN) from scratch to classify whether given image is Food/Non-Food.

Pytorch Lightning Implementation of StyleGAN

Some code as an introduction to neural networks