vinta/awesome-python
The definitive list that answers "I want to do X in Python, which tool should I use?"
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
The project lists 414 contributors on GitHub.
Use Cases & Benefits
- Provides a curated, categorized list of Python frameworks, libraries, tools, and resources for various development needs.
- Offers a comprehensive, opinionated guide to quickly find the best Python tools for specific tasks, saving research time.
- Use for discovering Python libraries and frameworks to build web applications with admin panels and RESTful APIs.
- Use for finding Python tools and libraries for data analysis, visualization, and machine learning projects.
- Use for exploring Python resources for asynchronous programming, command-line interface development, and automation.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Other
GitHub could not identify this license; read the LICENSE file before depending on it.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
- License not identified by GitHub; read the LICENSE file before depending on it.
- No GitHub releases; pin a commit or tag instead of a release.
General guidance from repository metadata, not legal advice. How we score
From the README
An opinionated list of awesome Python frameworks, libraries, software and resources.
Libraries for administrative interfaces.
Python implementation of data structures, algorithms and design patterns. Also see awesome-algorithms.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
+18,508 stars over 82 days across 8 snapshot days; best day +128 on Sep 8.
Forks
29.1K+540
Open issues
18-9
Compared with peers in Education
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 8, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| rohitg00/ai-engineering-from-scratch | 78.3K | +1.6K | 75 | 1 day ago |
| mnfst/awesome-free-llm-apis | 12.8K | +754 | 75 | — |
| luongnv89/claude-howto | 46.9K | +440 | 75 | 161 days ago |
| github/awesome-copilot | 41.0K | +251 | 75 | — |
| vinta/awesome-python | 332.5K | — | 45 | — |
| ripienaar/free-for-dev | 141.8K | — | 45 | — |
| Category median | 46.9K | +597 | 75 | — |
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