awesome-python
dylanhogg/awesome-python
A comprehensive directory of curated Python libraries and frameworks categorized by domain, including specialized tools for AI agents and machine learning.
467 40MITUpdated 2026-07-01
69
GoodOverview
This resource provides a hand-picked, structured collection of Python repositories spanning numerous categories such as Agentic AI, Deep Learning, Web Development, and Data Processing. It serves as a central index for developers looking to discover high-quality open-source packages and frameworks for Python projects.
Capabilities
- ▸Categorized repository lookups
- ▸Directory of agentic AI frameworks
- ▸Curated lists of Python tools and packages
Best for
Discovering cutting-edge Python libraries for machine learning, AI agents, and web development, Finding specialized tooling for data processing, scientific computing, and visualization, Browsing newly created open-source repositories and trending developer tools
Works with
Claude CodeCodexChatGPTGemini CLICursorGitHub CopilotOpenCode
Evoa Score breakdown= Σ (score × weight)
69Task usefulness20%65 → +13.0
実タスクにどれだけ役立つか（機能の豊富さ・用途の明確さ）。 — AIによるcapabilities/use-cases解析
Code quality15%85 → +12.8
実装・指示の品質。 — AIによるSKILL.md/README解析
Maintenance15%85 → +12.8
リポジトリがどれだけ活発に保守されているか。 — GitHub 最終push日時の新しさ
Documentation12%33 → +4.0
ドキュメントの充実度・分かりやすさ。 — README/独自要約の情報量
Security15%80 → +12.0
危険・不審な挙動が無いか。 — AIによるセキュリティレビュー
Originality10%40 → +4.0
ありふれたラッパーではない独自性。 — AIによる独自性判定
Popularity8%68 → +5.4
コミュニティの採用度。 — GitHub Stars/Forks（対数スケール）
Compatibility5%100 → +5.0
対応AIエージェントの広さ。 — AIによる対応エージェント判定
Weighted total68.9 / 100
ライセンス不明/制限あり（Red）のSkillは総合スコアに0.85倍の補正を適用します。 ランキングはこのScoreのみで決まり、広告で変わりません。 算出方法の詳細 →
Security considerations
This skill points to external GitHub repositories; users should verify the security posture and maintenance status of any third-party library before installing.
Categories
Summary and analysis are original content generated by AI Skills Rank. The skill's source text is not reproduced here — view it on the linked repository.