Best-of Machine Learning with Python
A curated, automatically ranked directory of machine learning Python libraries, grouped into more than 30 categories such as frameworks, NLP, computer vision and MLOps, updated weekly.
Best-of Machine Learning with Python is a curated list of open-source machine learning Python libraries, grouped into more than 30 categories, including machine learning frameworks, data visualization, text and NLP, image and graph data, distributed machine learning, hyperparameter optimization and AutoML, reinforcement learning, model interpretability, and vector similarity search.
Projects are ranked by an automatically computed project-quality score, built from metrics collected from GitHub and from package managers, such as recent activity, contributor and fork counts, and download counts; the list also flags new, inactive or dead projects, trending projects, and projects with a missing or risky license.
It is updated weekly, and the underlying data can be edited directly or through an issue or pull request. It is licensed under the CC-BY-SA-4.0 license.