amitshekhariitbhu/build-your-own-x-machine-learning

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

A resource for learning about Machine learning & Deep Learning

A collection of machine learning examples and tutorials.

Implementation of popular ML algorithms from scratch

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Because `model.fit()` isn't an explanation

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

:earth_americas: machine learning tutorials (mainly in Python3)

Examples and experiments around ML for upcoming Coding Train videos