Eugene Yan's repositories
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
ml-surveys
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
ml-design-docs
📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)
obsidian-copilot
🤖 A prototype assistant for writing and thinking
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.
papermill-mlflow
🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.
python-collab-template
🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.
recsys-nlp-graph
🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.
llm-paper-notes
Notes from the Latent Space paper club. Follow along or start your own!
fastapi-html
Sample repository demonstrating how to use FastAPI to serve HTML web apps.
discord-llm
Experimenting with LLMs to Research, Reflect, and Plan (LLM assistants, retrieval, and Discord integration)
poc-docker-template
Simple template showing how to set up docker for reproducible data science with Jupyter notebooks.
raspberry-llm
Calling LLM APIs on a Raspberry Pi for lulz
openai-cookbook
Examples and guides for using the OpenAI API
search_engineering
Search Engineering course materials
openai-experiments
Just me playing around with OpenAI
instructor
openai function calls for humans