Pinned

1. applied-ml

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

   13.9k 1.9k

2. applyingml

   📌 Papers, guides, and mentor interviews on applying machine learning for applyingml.com—the ghost knowledge of ML.

   JavaScript 29 3

3. ml-surveys

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

   1.5k 175

4. ml-design-docs

   📄 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)

   157 14

5. testing-ml

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

   Python 81 20

6. python-collab-template Template

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

   Python 66 23