lukasmasuch/best-of-ml-python resource

Health v2 · maintenance only

Adoption not part of the score

23731 stars · 3147 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A curated, ranked list of 920+ open-source machine learning Python libraries, organized into 34 categories and updated weekly. Projects are ranked by an automatically computed quality score based on GitHub and package manager metrics.

Use cases

• find the best python library for machine learning
• discover popular nlp libraries in python
• compare tensorflow pytorch and scikit-learn alternatives
• find data visualization libraries for python
• discover open-source automl tools
• find libraries for time series analysis in python
• discover trending machine learning projects on github

When to choose

• you want a curated, quality-ranked overview of the Python ML ecosystem
• you need to discover libraries in a specific ML subdomain like NLP, computer vision, or time series
• you want regularly updated recommendations backed by objective metrics

When to avoid

• you need detailed documentation or tutorials for a specific library rather than a directory
• you need non-Python machine learning tools
• you want an exhaustive, unranked catalog rather than a curated selection

Facets

learning-resource · maturity active

documentation search-engine data-science machine-learning nlp data-visualization machine-learning data-science deep-learning developer-tools awesome-lists python awesome-list curated-list machine-learning-libraries project-ranking quality-score weekly-updates natural-language-processing web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="lukasmasuch/best-of-ml-python")