Eugene Yan
Eugene Yan
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
papermill-mlflow
🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.
ml-surveys
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
python-collab-template
🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.
testing-ml
🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.
applyingml
📌 Papers, guides, and mentor interviews on applying machine learning for ApplyingML.com—the ghost knowledge of machine learning.
ml-design-docs
📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)
1-on-1s
🌱 1-on-1 questions and resources from my time as a manager.
recsys-nlp-graph
🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.