Eugene Yan

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

25799 stars

ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

2738 stars

testing-ml

🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.

Python • 229 stars

python-collab-template

🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.

Python • 138 stars

recsys-nlp-graph

🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.

Python • 125 stars