lazyprogrammer/machine_learning_examples

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

A resource for learning about Machine learning & Deep 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 set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Minimal and clean examples of machine learning algorithms implementations

TensorFlow examples

machine learning and deep learning tutorials, articles and other resources

500 AI Machine learning Deep learning Computer vision NLP Projects with code

🧑‍🏫 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, ... 🧠