Popular repositories

1. applied-ml

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

   11.9k 1.5k

2. ml-surveys

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

   1.4k 165

3. ml-design-docs

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

   147 12

4. testing-ml

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

   Python 78 16

5. python-collab-template Template

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

   Python 59 21

6. papermill-mlflow

   🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.

   Jupyter Notebook 58 17