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.)
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.
fastapi-html
Sample repository demonstrating how to use FastAPI to serve HTML web apps.
poc-docker-template
Simple template showing how to set up docker for reproducible data science with Jupyter notebooks.
my-cs-degree
A CS degree I designed for myself, 2020
awesome-mlops
A curated list of references for MLOps
awesome-fastapi
A curated list of awesome things related to FastAPI
model_test
A proof of concept library for generating and running machine learning model tests
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
devtools-angels
active angel investors in developer tools!
eslint-plugin-react
React specific linting rules for ESLint