├── history ├── 2020-12-31_changes.md ├── 2021-01-02_changes.md ├── 2021-03-11_changes.md ├── 2021-04-15_changes.md ├── 2021-05-27_changes.md ├── 2021-06-24_changes.md ├── 2021-07-08_changes.md ├── 2021-07-15_changes.md ├── 2022-01-27_changes.md ├── 2022-05-19_changes.md ├── 2022-06-09_changes.md ├── 2022-07-28_changes.md ├── 2022-08-18_changes.md ├── 2022-09-01_changes.md ├── 2022-09-08_changes.md ├── 2022-10-27_changes.md ├── 2023-01-19_changes.md ├── 2023-01-26_changes.md ├── 2023-02-16_changes.md ├── 2023-04-06_changes.md ├── 2023-04-20_changes.md ├── 2023-04-27_changes.md ├── 2023-07-06_changes.md ├── 2023-07-20_changes.md ├── 2023-09-28_changes.md ├── 2022-01-11_changes.md ├── 2023-08-03_changes.md ├── 2023-03-30_changes.md ├── 2022-11-10_changes.md ├── 2022-12-01_changes.md ├── 2023-07-13_changes.md ├── 2021-04-08_changes.md ├── 2022-06-16_changes.md ├── 2022-06-30_changes.md ├── 2022-01-13_changes.md ├── 2022-07-21_changes.md ├── 2023-08-10_changes.md ├── 2023-10-12_changes.md ├── 2021-01-05_changes.md ├── 2021-02-04_changes.md ├── 2023-08-31_changes.md ├── 2023-09-14_changes.md ├── 2021-01-28_changes.md ├── 2021-04-01_changes.md ├── 2021-12-23_changes.md ├── 2022-06-23_changes.md ├── 2022-08-11_changes.md ├── 2022-11-24_changes.md ├── 2023-08-17_changes.md ├── 2021-03-04_changes.md ├── 2022-10-06_changes.md ├── 2022-10-13_changes.md ├── 2022-04-28_changes.md ├── 2022-07-14_changes.md ├── 2022-09-22_changes.md ├── 2021-11-17_changes.md ├── 2020-12-31_projects.csv ├── 2021-04-22_changes.md ├── 2021-05-13_changes.md ├── 2023-02-02_changes.md ├── 2023-03-16_changes.md ├── 2022-01-20_changes.md ├── 2022-05-26_changes.md ├── 2022-09-29_changes.md ├── 2023-10-05_changes.md ├── 2020-12-17_projects.csv ├── 2021-04-29_changes.md ├── 2022-06-02_changes.md ├── 2022-01-06_changes.md ├── 2022-07-07_changes.md ├── 2023-07-27_changes.md ├── 2022-12-15_changes.md ├── 2023-02-23_changes.md ├── 2023-02-09_changes.md ├── 2022-08-25_changes.md ├── 2023-03-02_changes.md ├── 2022-05-12_changes.md ├── 2023-09-21_changes.md ├── 2022-04-29_changes.md ├── 2021-02-18_changes.md ├── 2023-04-13_changes.md ├── 2023-03-09_changes.md ├── 2022-09-15_changes.md ├── 2021-01-02_projects.csv ├── 2021-01-05_projects.csv ├── 2021-08-26_changes.md ├── 2023-08-24_changes.md ├── 2022-05-05_changes.md ├── 2022-04-21_changes.md ├── 2021-02-25_changes.md ├── 2022-08-04_changes.md ├── 2023-01-12_changes.md ├── 2021-01-17_changes.md ├── 2021-01-21_changes.md ├── 2021-12-16_changes.md ├── 2023-09-07_changes.md ├── 2023-05-04_changes.md ├── 2022-01-08_changes.md ├── 2021-07-01_changes.md ├── 2021-12-02_changes.md ├── 2021-12-09_changes.md ├── 2022-10-20_changes.md ├── 2022-11-03_changes.md ├── 2022-11-17_changes.md ├── 2022-12-29_changes.md ├── 2021-01-14_changes.md ├── 2021-01-12_changes.md ├── 2023-01-05_changes.md ├── 2022-04-14_changes.md ├── 2021-01-12_projects.csv ├── 2021-01-14_projects.csv ├── 2021-02-04_projects.csv ├── 2021-01-17_projects.csv ├── 2021-01-21_projects.csv ├── 2021-01-28_projects.csv ├── 2022-12-08_changes.md ├── 2021-02-18_projects.csv ├── 2021-03-11_projects.csv ├── 2021-03-04_projects.csv ├── 2021-04-15_projects.csv ├── 2021-05-27_projects.csv ├── 2021-04-01_projects.csv ├── 2021-04-08_projects.csv ├── 2021-06-24_projects.csv ├── 2021-07-08_projects.csv ├── 2021-07-15_projects.csv ├── 2021-02-25_projects.csv ├── 2021-07-01_projects.csv ├── 2021-08-26_projects.csv ├── 2021-04-22_projects.csv ├── 2021-04-29_projects.csv ├── 2021-05-13_projects.csv ├── 2021-11-17_projects.csv ├── 2021-12-23_projects.csv ├── 2022-01-06_projects.csv ├── 2021-12-02_projects.csv ├── 2021-12-16_projects.csv ├── 2021-12-09_projects.csv ├── 2022-01-08_projects.csv └── 2022-01-27_projects.csv ├── template ├── docs │ └── images │ │ ├── 5-merge-setup-pr-framed.png │ │ ├── 1-use-template-repo-framed.png │ │ ├── 2-create-new-repo-framed.png │ │ ├── 4-select-setup-pr-framed.png │ │ ├── 7-merge-update-pr-framed.png │ │ ├── 3-run-setup-workflow-framed.png │ │ └── 6-run-update-workflow-framed.png ├── projects.yaml ├── header.md └── footer.md ├── .github ├── ISSUE_TEMPLATE │ ├── 04_change-configuration.md │ ├── 05_anything-else.md │ ├── 03_update-category.md │ ├── 02_update-project.md │ └── 01_suggest-project.md ├── PULL_REQUEST_TEMPLATE.md ├── labels.yml ├── workflows │ ├── setup-best-of-list.yml │ └── update-best-of-list.yml └── CODE_OF_CONDUCT.md ├── latest-changes.md ├── .gitignore ├── config ├── footer.md └── header.md └── create-best-of-list.md /history/2020-12-31_changes.md: -------------------------------------------------------------------------------- 1 | Nothing changed from last update. -------------------------------------------------------------------------------- /history/2021-01-02_changes.md: -------------------------------------------------------------------------------- 1 | Nothing changed from last update. -------------------------------------------------------------------------------- /history/2021-03-11_changes.md: 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-------------------------------------------------------------------------------- /template/docs/images/3-run-setup-workflow-framed.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hugetim/best-of/main/template/docs/images/3-run-setup-workflow-framed.png -------------------------------------------------------------------------------- /template/docs/images/6-run-update-workflow-framed.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hugetim/best-of/main/template/docs/images/6-run-update-workflow-framed.png -------------------------------------------------------------------------------- /history/2023-09-28_changes.md: -------------------------------------------------------------------------------- 1 | ## 📉 Trending Down 2 | 3 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 4 | 5 | - best-of-react-native (📉) - 6 | 7 | -------------------------------------------------------------------------------- /history/2022-01-11_changes.md: -------------------------------------------------------------------------------- 1 | ## ➕ Added Projects 2 | 3 | _Projects that were recently added to this best-of list._ 4 | 5 | - best-of-crypto (🥇5 · ⭐ 2 · ➕) - A ranked list of awesome open-source crypto projects. Updated weekly. 6 | 7 | -------------------------------------------------------------------------------- /history/2023-08-03_changes.md: -------------------------------------------------------------------------------- 1 | ## 📉 Trending Down 2 | 3 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 4 | 5 | - best-of-react-native (🥇5 · ⭐ 3 · 🐣) - 6 | 7 | -------------------------------------------------------------------------------- /history/2023-03-30_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-scala (🥉6 · 📈) - A ranked list of awesome Scala libraries. Updated weekly. 6 | 7 | -------------------------------------------------------------------------------- /history/2022-11-10_changes.md: -------------------------------------------------------------------------------- 1 | ## 📉 Trending Down 2 | 3 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 4 | 5 | - best-of-mkdocs (🥇11 · ⭐ 80 · 📉) - A ranked list of awesome MkDocs projects and plugins. 6 | 7 | -------------------------------------------------------------------------------- /history/2022-12-01_changes.md: -------------------------------------------------------------------------------- 1 | ## 📉 Trending Down 2 | 3 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 4 | 5 | - best-of-mkdocs (🥇11 · ⭐ 94 · 📉) - A ranked list of awesome MkDocs projects and plugins. 6 | 7 | -------------------------------------------------------------------------------- /history/2023-07-13_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-scala (🥉10 · ⭐ 72 · 🐣) - A ranked list of awesome Scala libraries. Updated weekly. 6 | 7 | -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/04_change-configuration.md: -------------------------------------------------------------------------------- 1 | --- 2 | name: "⚙️ Change configuration" 3 | about: Do you have a suggestion for changing the configuration, e.g. allow additional licenses or adjust minimal stars? 4 | title: '' 5 | labels: 'configuration' 6 | assignees: '' 7 | 8 | --- 9 | 10 | **Configuration Change:** 11 | 12 | 13 | -------------------------------------------------------------------------------- /history/2021-04-08_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ml-rust (🥉6 · ⭐ 3 · 🐣) - A ranked list of awesome machine learning Rust libraries. Updated.. 6 | 7 | -------------------------------------------------------------------------------- /history/2022-06-16_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - thumbor/awesome-thumbor (🥇8 · ⭐ 8 · 🐣) - Everything thumbor, awesomely curated & updated weekly. 6 | 7 | -------------------------------------------------------------------------------- /history/2022-06-30_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - thumbor/awesome-thumbor (🥇9 · ⭐ 8 · 🐣) - Everything thumbor, awesomely curated & updated weekly. 6 | 7 | -------------------------------------------------------------------------------- /history/2022-01-13_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-crypto (🥇7 · ⭐ 4 · 📈) - A ranked list of awesome open-source crypto projects. Updated weekly. 6 | 7 | -------------------------------------------------------------------------------- /latest-changes.md: -------------------------------------------------------------------------------- 1 | ## 📉 Trending Down 2 | 3 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 4 | 5 | - best-of-digital-identity (🥇11 · ⭐ 29 · 🐣) - A ranked list of awesome Digital Identity open source.. 6 | 7 | -------------------------------------------------------------------------------- /history/2022-07-21_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-crypto (🥇12 · ⭐ 39 · 🐣) - A ranked list of awesome open-source crypto projects. Updated weekly. 6 | 7 | -------------------------------------------------------------------------------- /history/2023-08-10_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-digital-identity (🥇10 · ⭐ 27 · 🐣) - A ranked list of awesome Digital Identity open source.. 6 | 7 | -------------------------------------------------------------------------------- /history/2023-10-12_changes.md: -------------------------------------------------------------------------------- 1 | ## 📉 Trending Down 2 | 3 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 4 | 5 | - best-of-digital-identity (🥇11 · ⭐ 29 · 🐣) - A ranked list of awesome Digital Identity open source.. 6 | 7 | -------------------------------------------------------------------------------- /history/2021-01-05_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-jupyter (🥉7 · ⭐ 6 · 📈) - A ranked list of awesome Jupyter Notebook, Hub and Lab.. 6 | 7 | -------------------------------------------------------------------------------- /history/2021-02-04_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-streamlit (🥉9 · ⭐ 76 · 🐣) - A ranked gallery of awesome streamlit apps built by the.. 6 | 7 | -------------------------------------------------------------------------------- /history/2023-08-31_changes.md: -------------------------------------------------------------------------------- 1 | ## 📉 Trending Down 2 | 3 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 4 | 5 | - best-of-web-python (🥇16 · ⭐ 2K · 📉) - A ranked list of awesome python libraries for web.. 6 | 7 | -------------------------------------------------------------------------------- /history/2023-09-14_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-web-python (🥇17 · ⭐ 2K · 📈) - A ranked list of awesome python libraries for web.. 6 | 7 | -------------------------------------------------------------------------------- /history/2021-01-28_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-python-dev (🥇10 · ⭐ 160 · 📈) - A ranked list of awesome python developer tools and.. 6 | 7 | -------------------------------------------------------------------------------- /history/2021-04-01_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-web-python (🥇13 · ⭐ 1.1K · 🐣) - A ranked list of awesome python libraries for web.. 6 | 7 | -------------------------------------------------------------------------------- /history/2021-12-23_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-web-python (🥇15 · ⭐ 1.4K · 📈) - A ranked list of awesome python libraries for web.. 6 | 7 | -------------------------------------------------------------------------------- /history/2022-06-23_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-python (🥇18 · ⭐ 2.2K · 📈) - A ranked list of awesome Python open-source libraries and.. 6 | 7 | -------------------------------------------------------------------------------- /history/2022-08-11_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-python-dev (🥇15 · ⭐ 540 · 📈) - A ranked list of awesome python developer tools and.. 6 | 7 | -------------------------------------------------------------------------------- /history/2022-11-24_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-python-dev (🥇17 · ⭐ 620 · 📈) - A ranked list of awesome python developer tools and.. 6 | 7 | -------------------------------------------------------------------------------- /history/2023-08-17_changes.md: -------------------------------------------------------------------------------- 1 | ## 📉 Trending Down 2 | 3 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 4 | 5 | - best-of-react (🥈14 · ⭐ 480 · 📉) - A ranked list of awesome React open-source libraries and.. 6 | 7 | -------------------------------------------------------------------------------- /history/2021-03-04_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-react (🥉7 · 🐣) - A ranked list of awesome React open-source libraries and tools. Updated.. 6 | 7 | -------------------------------------------------------------------------------- /history/2022-10-06_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-mkdocs (🥇11 · ⭐ 58 · 🐣) - A ranked list of awesome MkDocs projects and plugins. 6 | - best-of-digital-gardens (🥉10 · ⭐ 74 · 🐣) - Ranked list of awesome digital gardens / second brains. 7 | 8 | -------------------------------------------------------------------------------- /history/2022-10-13_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-crypto (🥇13 · ⭐ 61 · 📈) - A ranked list of awesome open-source crypto projects. Updated weekly. 6 | - best-of-mkdocs (🥇12 · ⭐ 59 · 🐣) - A ranked list of awesome MkDocs projects and plugins. 7 | 8 | -------------------------------------------------------------------------------- /history/2022-04-28_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-crypto (🥇9 · ⭐ 15 · 🐣) - A ranked list of awesome open-source crypto projects. Updated weekly. 6 | - best-of-ml-rust (🥉8 · ⭐ 88 · 📈) - A ranked list of awesome machine learning Rust libraries. 7 | 8 | -------------------------------------------------------------------------------- /history/2022-07-14_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-digital-gardens (🥉9 · ⭐ 56 · 🐣) - Ranked list of awesome digital gardens / second brains. 6 | - thumbor/awesome-thumbor (🥇9 · ⭐ 11 · 🐣) - Everything thumbor, awesomely curated & updated weekly. 7 | 8 | -------------------------------------------------------------------------------- /history/2022-09-22_changes.md: -------------------------------------------------------------------------------- 1 | ## 📉 Trending Down 2 | 3 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 4 | 5 | - best-of-ml-python (🥇23 · ⭐ 12K · 📉) - A ranked list of awesome machine learning Python.. 6 | - best-of-ml-rust (🥉7 · ⭐ 96 · 📉) - A ranked list of awesome machine learning Rust libraries. 7 | 8 | -------------------------------------------------------------------------------- /history/2021-11-17_changes.md: -------------------------------------------------------------------------------- 1 | ## 📉 Trending Down 2 | 3 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 4 | 5 | - best-of-streamlit (🥉11 · ⭐ 310 · 📉) - A ranked gallery of awesome streamlit apps built by the.. 6 | - best-of-ml-julia (🥉7 · ⭐ 4 · 📉) - A ranked list of awesome machine learning Julia libraries. 7 | 8 | -------------------------------------------------------------------------------- /history/2020-12-31_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,projectrank,contributor_count,show,projectrank_placing 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],big-data,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2020-12-31 18:37:36,2020-12-28 10:56:52,1,1,39,2020-12-28 01:48:56,2020.12.28,7,A ranked list of awesome machine learning python libraries. Updated weekly.,9,1,True,1 3 | -------------------------------------------------------------------------------- /history/2021-04-22_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-streamlit (🥉11 · ⭐ 150 · 🐣) - A ranked gallery of awesome streamlit apps built by the.. 6 | - best-of-ml-rust (🥉8 · ⭐ 51 · 🐣) - A ranked list of awesome machine learning Rust libraries. Updated.. 7 | 8 | -------------------------------------------------------------------------------- /history/2021-05-13_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ml-python (🥇15 · ⭐ 5.2K · 🐣) - A ranked list of awesome machine learning Python.. 6 | - best-of-ml-julia (🥉7 · ⭐ 1 · 🐣) - A ranked list of awesome machine learning Julia libraries. Updated.. 7 | 8 | -------------------------------------------------------------------------------- /history/2023-02-02_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-jupyter (🥈15 · ⭐ 600 · 📈) - A ranked list of awesome Jupyter Notebook, Hub and Lab.. 6 | - thumbor/awesome-thumbor (🥇11 · ⭐ 21 · 📈) - Everything thumbor, awesomely curated & updated weekly. 7 | 8 | -------------------------------------------------------------------------------- /history/2023-03-16_changes.md: -------------------------------------------------------------------------------- 1 | ## 📉 Trending Down 2 | 3 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 4 | 5 | - best-of-ps (🥉11 · ⭐ 30 · 🐣) - A weekly updated ranked list of popular open-source libraries and tools.. 6 | 7 | ## ➕ Added Projects 8 | 9 | _Projects that were recently added to this best-of list._ 10 | 11 | - best-of-scala (🥉5 · ➕) - A ranked list of awesome machine learning Python libraries. Updated weekly. 12 | 13 | -------------------------------------------------------------------------------- /history/2022-01-20_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ml-python (🥇20 · ⭐ 6.2K · 📈) - A ranked list of awesome machine learning Python.. 6 | - best-of-crypto (🥇8 · ⭐ 4 · 📈) - A ranked list of awesome open-source crypto projects. Updated weekly. 7 | 8 | -------------------------------------------------------------------------------- /history/2022-05-26_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ml-python (🥇24 · ⭐ 10K · 📈) - A ranked list of awesome machine learning Python.. 6 | - best-of-crypto (🥇10 · ⭐ 26 · 🐣) - A ranked list of awesome open-source crypto projects. Updated weekly. 7 | 8 | -------------------------------------------------------------------------------- /history/2022-09-29_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-react (🥉15 · ⭐ 260 · 📈) - A ranked list of awesome React open-source libraries and.. 6 | - best-of-mkdocs (🥇10 · ⭐ 56 · 🐣) - A ranked list of awesome MkDocs projects and plugins. 7 | 8 | -------------------------------------------------------------------------------- /history/2023-10-05_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-web-python (🥇17 · ⭐ 2K · 📈) - A ranked list of awesome python libraries for web.. 6 | - best-of-digital-identity (🥇12 · ⭐ 29 · 🐣) - A ranked list of awesome Digital Identity open source.. 7 | 8 | -------------------------------------------------------------------------------- /history/2020-12-17_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,projectrank,contributor_count,show,projectrank_placing 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],big-data,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36+00:00,2020-12-17 21:20:37+00:00,2020-12-17 20:36:50+00:00,1,1,35,2020-12-17 21:27:24+00:00,2020.12.17-test.2,4,A ranked list of awesome machine learning python libraries. Updated weekly.,9,1,True,1 3 | -------------------------------------------------------------------------------- /history/2021-04-29_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-react (🥉8 · ⭐ 3 · 🐣) - A ranked list of awesome React open-source libraries and tools... 6 | - best-of-ml-julia (🥉6 · 🐣) - A ranked list of awesome machine learning Julia libraries. Updated weekly. 7 | 8 | -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/05_anything-else.md: -------------------------------------------------------------------------------- 1 | --- 2 | name: "\U0001F4AC Anything else?" 3 | about: For questions or suggestions regarding the metadata collection or markdown generation, please refer to the best-of-lists/best-of-generator repository. 4 | title: '' 5 | labels: 'question' 6 | assignees: '' 7 | 8 | --- 9 | 10 | 13 | 14 | **Describe the issue:** 15 | 16 | 17 | -------------------------------------------------------------------------------- /template/projects.yaml: -------------------------------------------------------------------------------- 1 | configuration: 2 | markdown_header_file: "config/header.md" 3 | markdown_footer_file: "config/footer.md" 4 | 5 | categories: 6 | # - category: "data-engineering" 7 | # title: "Machine Learning & Data Engineering" 8 | # subtitle: "Best-of lists about machine learning, data engieering, data science, or other topics related to big data." 9 | 10 | labels: 11 | # - label: "python" 12 | # image: "https://www.python.org/static/favicon.ico" 13 | # description: "Best-of list with Python projects" 14 | 15 | projects: 16 | # - name: best-of-ml-python 17 | # github_id: ml-tooling/best-of-ml-python 18 | # labels: ["python"] 19 | # category: "data-engineering" 20 | -------------------------------------------------------------------------------- /history/2022-06-02_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-mkdocs (🥇10 · ⭐ 22 · 🐣) - A ranked list of awesome MkDocs projects and plugins. 6 | 7 | ## 📉 Trending Down 8 | 9 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 10 | 11 | - thumbor/awesome-thumbor (🥇7 · ⭐ 8 · 🐣) - Everything thumbor, awesomely curated & updated weekly. 12 | 13 | -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/03_update-category.md: -------------------------------------------------------------------------------- 1 | --- 2 | name: "🏷 Add or update a category" 3 | about: Do you like to suggest a new project category or update an existing one? 4 | title: '' 5 | labels: 'category' 6 | assignees: '' 7 | 8 | --- 9 | 10 | 13 | 14 | - [ ] Add category 15 | - [ ] Update category: 16 | 17 | **Category details:** 18 | 19 | 22 | 23 | - Category Title: 24 | - Category Subtitle: 25 | 26 | **Additional context:** 27 | 28 | 29 | -------------------------------------------------------------------------------- /history/2022-01-06_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ml-python (🥇16 · ⭐ 6.1K · 📈) - A ranked list of awesome machine learning Python.. 6 | - best-of-streamlit (🥉12 · ⭐ 340 · 💤) - A ranked gallery of awesome streamlit apps built by the.. 7 | 8 | -------------------------------------------------------------------------------- /history/2022-07-07_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-crypto (🥇11 · ⭐ 35 · 🐣) - A ranked list of awesome open-source crypto projects. Updated weekly. 6 | 7 | ## 📉 Trending Down 8 | 9 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 10 | 11 | - thumbor/awesome-thumbor (🥇8 · ⭐ 10 · 🐣) - Everything thumbor, awesomely curated & updated weekly. 12 | 13 | -------------------------------------------------------------------------------- /history/2023-07-27_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-scala (🥉11 · ⭐ 130 · 🐣) - A ranked list of awesome Scala libraries. Updated weekly. 6 | 7 | ## 📉 Trending Down 8 | 9 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 10 | 11 | - best-of-digital-identity (🥇9 · ⭐ 27 · 🐣) - A ranked list of awesome Digital Identity open source.. 12 | 13 | -------------------------------------------------------------------------------- /history/2022-12-15_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ps (🥉9 · ⭐ 21 · 🐣) - A weekly updated ranked list of popular open-source libraries and tools.. 6 | 7 | ## 📉 Trending Down 8 | 9 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 10 | 11 | - best-of-crypto (🥇12 · ⭐ 74 · 📉) - A ranked list of awesome open-source crypto projects. Updated weekly. 12 | 13 | -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/02_update-project.md: -------------------------------------------------------------------------------- 1 | --- 2 | name: "✏️ Update a project" 3 | about: Do you have changes for a project, e.g. missing package manager, wrong license or category? 4 | title: 'Update project: ' 5 | labels: 'update-project' 6 | assignees: '' 7 | 8 | --- 9 | 10 | **Update details:** 11 | 12 | 15 | 16 | - Project Name: 17 | 18 | 19 | 20 | **Additional context:** 21 | 22 | 23 | -------------------------------------------------------------------------------- /history/2023-02-23_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - thumbor/awesome-thumbor (🥇12 · ⭐ 22 · 📈) - Everything thumbor, awesomely curated & updated weekly. 6 | - best-of-ml-rust (🥉9 · ⭐ 120 · 📈) - A ranked list of awesome machine learning Rust libraries. 7 | - best-of-fastapi (🥉6 · ⭐ 5 · 🐣) - List of automatically rated Python packages for FastAPI. 8 | 9 | -------------------------------------------------------------------------------- /history/2023-02-09_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-crypto (🥇13 · ⭐ 90 · 📈) - A ranked list of awesome open-source crypto projects. Updated weekly. 6 | - best-of-digital-gardens (🥇11 · ⭐ 110 · 📈) - Ranked list of awesome digital gardens / second brains. 7 | - best-of-fastapi (🥉5 · ⭐ 3 · 🐣) - List of automatically rated Python packages for FastAPI. 8 | 9 | -------------------------------------------------------------------------------- /history/2022-08-25_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ml-python (🥇24 · ⭐ 11K · 📈) - A ranked list of awesome machine learning Python.. 6 | 7 | ## 📉 Trending Down 8 | 9 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 10 | 11 | - best-of-mkdocs (🥇9 · ⭐ 35 · 🐣) - A ranked list of awesome MkDocs projects and plugins. 12 | 13 | -------------------------------------------------------------------------------- /history/2023-03-02_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ml-rust (🥉10 · ⭐ 130 · 📈) - A ranked list of awesome machine learning Rust libraries. 6 | 7 | ## 📉 Trending Down 8 | 9 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 10 | 11 | - best-of-fastapi (🥉5 · ⭐ 5 · 🐣) - List of automatically rated Python packages for FastAPI. 12 | 13 | -------------------------------------------------------------------------------- /history/2022-05-12_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-crypto (🥇9 · ⭐ 22 · 🐣) - A ranked list of awesome open-source crypto projects. Updated weekly. 6 | 7 | ## 📉 Trending Down 8 | 9 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 10 | 11 | - best-of-ml-python (🥇23 · ⭐ 9.4K · 📉) - A ranked list of awesome machine learning Python.. 12 | 13 | -------------------------------------------------------------------------------- /history/2023-09-21_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-digital-identity (🥇11 · ⭐ 28 · 🐣) - A ranked list of awesome Digital Identity open source.. 6 | 7 | ## 📉 Trending Down 8 | 9 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 10 | 11 | - best-of-web-python (🥇16 · ⭐ 2K · 📉) - A ranked list of awesome python libraries for web.. 12 | 13 | -------------------------------------------------------------------------------- /history/2022-04-29_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ml-python (🥇22 · ⭐ 8K · 📈) - A ranked list of awesome machine learning Python.. 6 | 7 | ## ➕ Added Projects 8 | 9 | _Projects that were recently added to this best-of list._ 10 | 11 | - best-of-mkdocs (🥇9 · ⭐ 12 · ➕) - A ranked list of awesome MkDocs projects and plugins. 12 | - best-of-digital-gardens (🥉8 · ⭐ 22 · ➕) - Ranked list of awesome digital gardens / second brains. 13 | 14 | -------------------------------------------------------------------------------- /history/2021-02-18_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-jupyter (🥈11 · ⭐ 170 · 🐣) - A ranked list of awesome Jupyter Notebook, Hub and Lab.. 6 | 7 | ## ➕ Added Projects 8 | 9 | _Projects that were recently added to this best-of list._ 10 | 11 | - best-of-ml-julia (🥉5 · ➕) - A ranked list of awesome machine learning Julia libraries. Updated weekly. 12 | - best-of-ml-rust (🥉5 · ➕) - A ranked list of awesome machine learning Rust libraries. Updated weekly. 13 | 14 | -------------------------------------------------------------------------------- /history/2023-04-13_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-mkdocs (🥇13 · ⭐ 200 · 📈) - A ranked list of awesome MkDocs projects and plugins. 6 | - best-of-digital-gardens (🥉12 · ⭐ 150 · 📈) - Ranked list of awesome digital gardens / second brains. 7 | - best-of-ml-rust (🥉11 · ⭐ 140 · 📈) - A ranked list of awesome machine learning Rust libraries. 8 | - best-of-vue (🥉5 · ⭐ 11 · 🐣) - 9 | 10 | -------------------------------------------------------------------------------- /history/2023-03-09_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-mkdocs (🥇12 · ⭐ 150 · 📈) - A ranked list of awesome MkDocs projects and plugins. 6 | - best-of-ps (🥇12 · ⭐ 29 · 🐣) - A weekly updated ranked list of popular open-source libraries and tools.. 7 | 8 | ## 📉 Trending Down 9 | 10 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 11 | 12 | - best-of-vue (🥉4 · ⭐ 11 · 🐣) - 13 | 14 | -------------------------------------------------------------------------------- /history/2022-09-15_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-streamlit (🥉12 · ⭐ 460 · 💀) - A ranked gallery of awesome streamlit apps built by the.. 6 | - thumbor/awesome-thumbor (🥇10 · ⭐ 13 · 📈) - Everything thumbor, awesomely curated & updated weekly. 7 | 8 | ## 📉 Trending Down 9 | 10 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 11 | 12 | - best-of-mkdocs (🥉8 · ⭐ 46 · 🐣) - A ranked list of awesome MkDocs projects and plugins. 13 | 14 | -------------------------------------------------------------------------------- /.github/PULL_REQUEST_TEMPLATE.md: -------------------------------------------------------------------------------- 1 | **What kind of change does this PR introduce?** 2 | 3 | 4 | - [ ] Add a project 5 | - [ ] Update a project 6 | - [ ] Remove a project 7 | - [ ] Add or update a category 8 | - [ ] Change configuration 9 | - [ ] Documentation 10 | - [ ] Other, please describe: 11 | 12 | **Description:** 13 | 14 | 15 | **Checklist:** 16 | 18 | 19 | - [ ] I have read the [CONTRIBUTING](https://github.com/best-of-lists/best-of/blob/main/CONTRIBUTING.md) guidelines. 20 | - [ ] I have not modified the `README.md` file. Projects are only supposed to be added or updated within the `projects.yaml` file since the `README.md` file is automatically generated. 21 | -------------------------------------------------------------------------------- /history/2021-01-02_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,projectrank,contributor_count,show,projectrank_placing 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],big-data,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-01-01 23:14:34,2021-01-01 23:14:25,1.0,1.0,41,2021-01-01 13:09:20,2021.01.01,8,A ranked list of awesome machine learning python libraries. Updated weekly.,8,1.0,True,1 3 | 1,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],big-data,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-01-01 23:07:44,2021-01-01 23:07:38,,,1,2021-01-01 22:59:28,2021.01.01,1,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",6,,True,3 4 | -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/01_suggest-project.md: -------------------------------------------------------------------------------- 1 | --- 2 | name: "📦 Suggest a project" 3 | about: "Do you like to suggest a project that hasn't been added to this best-of list yet?" 4 | title: 'Add project: ' 5 | labels: 'add-project' 6 | assignees: '' 7 | 8 | --- 9 | 10 | 13 | 14 | **Project details:** 15 | 16 | 17 | - Project Name: 18 | - Github URL: 19 | - Category: 20 | - License: 21 | - Package Managers: 22 | 23 | **Additional context:** 24 | 25 | 26 | -------------------------------------------------------------------------------- /history/2021-01-05_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,projectrank,contributor_count,open_issue_count,show,projectrank_placing,trending 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-01-05 00:03:43,2021-01-05 00:03:37,1.0,4.0,41,2021-01-01 13:09:20,2021.01.01,8,A ranked list of awesome machine learning python libraries. Updated weekly.,8,1.0,1.0,True,1, 3 | 1,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-01-01 23:07:44,2021-01-01 23:07:38,,,6,2021-01-01 22:59:28,2021.01.01,1,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",7,,,True,3,1.0 4 | -------------------------------------------------------------------------------- /history/2021-08-26_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-streamlit (🥈13 · ⭐ 270 · 📈) - A ranked gallery of awesome streamlit apps built by the.. 6 | - best-of-ml-rust (🥉9 · ⭐ 64 · 🐣) - A ranked list of awesome machine learning Rust libraries. 7 | - best-of-react (🥉9 · ⭐ 9 · 🐣) - A ranked list of awesome React open-source libraries and tools... 8 | - best-of-ml-julia (🥉9 · ⭐ 3 · 🐣) - A ranked list of awesome machine learning Julia libraries. 9 | 10 | -------------------------------------------------------------------------------- /history/2023-08-24_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-scala (🥉12 · ⭐ 150 · 🐣) - A ranked list of awesome Scala libraries. Updated weekly. 6 | - best-of-ps (🥉11 · ⭐ 56 · 📈) - A weekly updated ranked list of popular open-source libraries and tools.. 7 | - best-of-django (🥉8 · ⭐ 12 · 📈) - A ranked list of awesome Django related Python packages. 8 | 9 | ## 📉 Trending Down 10 | 11 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 12 | 13 | - best-of-react-native (🥇4 · ⭐ 2 · 🐣) - 14 | 15 | -------------------------------------------------------------------------------- /history/2022-05-05_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ml-python (🥇24 · ⭐ 9.2K · 📈) - A ranked list of awesome machine learning Python.. 6 | 7 | ## 📉 Trending Down 8 | 9 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 10 | 11 | - best-of-crypto (🥇8 · ⭐ 18 · 🐣) - A ranked list of awesome open-source crypto projects. Updated weekly. 12 | 13 | ## ➕ Added Projects 14 | 15 | _Projects that were recently added to this best-of list._ 16 | 17 | - thumbor/awesome-thumbor (🥇8 · ⭐ 7 · 🐣) - Everything thumbor, awesomely curated & updated weekly. 18 | 19 | -------------------------------------------------------------------------------- /history/2022-04-21_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-python-dev (🥇14 · ⭐ 450 · 📈) - A ranked list of awesome python developer tools and.. 6 | - best-of-react (🥉12 · ⭐ 66 · 📈) - A ranked list of awesome React open-source libraries and tools... 7 | 8 | ## 📉 Trending Down 9 | 10 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 11 | 12 | - best-of-ml-rust (🥉7 · ⭐ 89 · 📉) - A ranked list of awesome machine learning Rust libraries. 13 | 14 | -------------------------------------------------------------------------------- /history/2021-02-25_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-jupyter (🥈12 · ⭐ 190 · 🐣) - A ranked list of awesome Jupyter Notebook, Hub and Lab.. 6 | - best-of-streamlit (🥉10 · ⭐ 110 · 🐣) - A ranked gallery of awesome streamlit apps built by the.. 7 | 8 | ## ➕ Added Projects 9 | 10 | _Projects that were recently added to this best-of list._ 11 | 12 | - best-of-react (🥉6 · ➕) - A ranked list of awesome React open-source libraries and tools. Updated.. 13 | 14 | -------------------------------------------------------------------------------- /history/2022-08-04_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-web-python (🥇16 · ⭐ 1.6K · 📈) - A ranked list of awesome python libraries for web.. 6 | - best-of-jupyter (🥈14 · ⭐ 490 · 📈) - A ranked list of awesome Jupyter Notebook, Hub and Lab.. 7 | 8 | ## 📉 Trending Down 9 | 10 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 11 | 12 | - best-of-ml-python (🥇23 · ⭐ 11K · 📉) - A ranked list of awesome machine learning Python.. 13 | 14 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # IntelliJ 2 | target/ 3 | .idea/ 4 | *.iml 5 | 6 | # Sublime 7 | *.sublime-workspace 8 | 9 | # Eclipse 10 | .settings 11 | 12 | # VS Code 13 | .project 14 | .classpath 15 | .vscode/* 16 | # Ignore all local history of files 17 | **/.history 18 | 19 | # Java 20 | *.class 21 | target/ 22 | 23 | # C 24 | *.so 25 | 26 | # Python 27 | *.pyc 28 | *.egg-info 29 | __pycache__ 30 | .ipynb_checkpoints 31 | .Python 32 | dist/ 33 | .python-version 34 | .installed.cfg 35 | *.egg 36 | reqlib-metadata 37 | .mypy_cache/ 38 | .venv 39 | venv/ 40 | build/ 41 | 42 | # Byte-compiled / optimized / DLL files 43 | *.pyc 44 | __pycache__/ 45 | *.py[cod] 46 | *$py.class 47 | 48 | # Unit test / coverage reports 49 | htmlcov/ 50 | .tox/ 51 | .nox/ 52 | .coverage 53 | .coverage.* 54 | .cache 55 | nosetests.xml 56 | coverage.xml 57 | *,cover 58 | .hypothesis/ 59 | .pytest_cache/ 60 | 61 | # NPM / Node / JavaScript 62 | .npm 63 | node_modules/ 64 | jspm_packages/ 65 | 66 | # Runtime data 67 | pids 68 | *.pid 69 | *.seed 70 | *.pid.lock 71 | 72 | # Logs 73 | logs 74 | *.log 75 | npm-debug.log* 76 | yarn-debug.log* 77 | yarn-error.log* 78 | lerna-debug.log* 79 | 80 | # vim temporary files 81 | *~ 82 | .*.sw? 83 | 84 | # Other Artifacts 85 | hs_err_pid* 86 | *.log 87 | *.swp 88 | *.swo 89 | temp/* 90 | .DS_Store 91 | 92 | -------------------------------------------------------------------------------- /history/2023-01-12_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-django (🥉7 · ⭐ 5 · 🐣) - A ranked list of awesome Django related Python packages. 6 | 7 | ## 📉 Trending Down 8 | 9 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 10 | 11 | - best-of-web-python (🥇16 · ⭐ 1.8K · 📉) - A ranked list of awesome python libraries for web.. 12 | - best-of-mkdocs (🥇11 · ⭐ 120 · 📉) - A ranked list of awesome MkDocs projects and plugins. 13 | - best-of-ps (🥇10 · ⭐ 26 · 🐣) - A weekly updated ranked list of popular open-source libraries and tools.. 14 | 15 | -------------------------------------------------------------------------------- /history/2021-01-17_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ml-python (🥇14 · ⭐ 1.2K · 🐣) - A ranked list of awesome machine learning Python.. 6 | - best-of-python (🥇12 · ⭐ 720 · 📈) - A ranked list of awesome Python open-source libraries and.. 7 | - best-of-web-python (🥇10 · ⭐ 400 · 📈) - A ranked list of awesome python libraries for web.. 8 | - best-of-jupyter (🥉10 · ⭐ 69 · 📈) - A ranked list of awesome Jupyter Notebook, Hub and Lab.. 9 | 10 | -------------------------------------------------------------------------------- /history/2021-01-21_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-python (🥇13 · ⭐ 1.3K · 📈) - A ranked list of awesome Python open-source libraries and.. 6 | - best-of-web-python (🥇12 · ⭐ 820 · 📈) - A ranked list of awesome python libraries for web.. 7 | - best-of-python-dev (🥇9 · ⭐ 140 · 📈) - A ranked list of awesome python developer tools and.. 8 | - best-of-streamlit (🥉8 · ⭐ 31 · 📈) - A ranked gallery of awesome streamlit apps built by the.. 9 | 10 | -------------------------------------------------------------------------------- /history/2021-12-16_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-python (🥇15 · ⭐ 1.9K · 📈) - A ranked list of awesome Python open-source libraries and.. 6 | - best-of-jupyter (🥈14 · ⭐ 360 · 📈) - A ranked list of awesome Jupyter Notebook, Hub and Lab.. 7 | - best-of-python-dev (🥇12 · ⭐ 380 · 📈) - A ranked list of awesome python developer tools and.. 8 | - best-of-react (🥉10 · ⭐ 22 · 📈) - A ranked list of awesome React open-source libraries and tools... 9 | 10 | -------------------------------------------------------------------------------- /.github/labels.yml: -------------------------------------------------------------------------------- 1 | - name: add-project 2 | color: a2eeef 3 | description: "Add new project to best-of list" 4 | - name: update-project 5 | color: a2eeef 6 | description: "Update a project on the best-of list" 7 | - name: category 8 | color: a2eeef 9 | description: "Add or update a category to the best-of list" 10 | - name: configuration 11 | color: a2eeef 12 | description: "Issue refers to the best-of list configuration" 13 | - name: generation 14 | color: a2eeef 15 | description: "Issue refers to the best-of markdown generation" 16 | - name: collection 17 | color: a2eeef 18 | description: "Issue refers to the project metadata collection" 19 | - name: question 20 | color: a2eeef 21 | description: "Further information is requested" 22 | - name: documentation 23 | color: a2eeef 24 | description: "Changes to documentation" 25 | - name: bug 26 | color: d73a4a 27 | description: "Something isn't working" 28 | - name: "good first issue" 29 | color: 98FF98 30 | description: "Good for newcomers" 31 | - name: "help wanted" 32 | color: 98FF98 33 | description: "Extra attention is needed" 34 | - name: invalid 35 | color: cfd3d7 36 | description: "This doesn't seem right" 37 | - name: duplicate 38 | color: cfd3d7 39 | description: "This issue or pull request already exists" 40 | - name: "further input needed" 41 | color: cfd3d7 42 | description: "Not enough detail is provided by the creator" 43 | -------------------------------------------------------------------------------- /history/2023-09-07_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-mkdocs (🥇15 · ⭐ 420 · 📈) - A list of awesome MkDocs projects and plugins. 6 | - best-of-scala (🥉13 · ⭐ 160 · 🐣) - A ranked list of awesome Scala libraries. Updated weekly. 7 | 8 | ## 📉 Trending Down 9 | 10 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 11 | 12 | - best-of-vue (🥉4 · ⭐ 9 · 💤) - 13 | - best-of-fastapi (🥉4 · ⭐ 6 · 📉) - List of automatically rated Python packages for FastAPI. 14 | - best-of-django (🥉4 · ⭐ 2 · 💤) - A ranked list of awesome Django related Python packages. 15 | 16 | -------------------------------------------------------------------------------- /history/2023-05-04_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ml-rust (🥉12 · ⭐ 140 · 📈) - A ranked list of awesome machine learning Rust libraries. 6 | - best-of-ps (🥇12 · ⭐ 39 · 🐣) - A weekly updated ranked list of popular open-source libraries and tools.. 7 | - best-of-fastapi (🥉6 · ⭐ 7 · 🐣) - List of automatically rated Python packages for FastAPI. 8 | 9 | ## 📉 Trending Down 10 | 11 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 12 | 13 | - best-of-django (🥉6 · ⭐ 7 · 📉) - A ranked list of awesome Django related Python packages. 14 | 15 | ## ➕ Added Projects 16 | 17 | _Projects that were recently added to this best-of list._ 18 | 19 | - best-of-react-native (🥇5 · 🐣) - 20 | 21 | -------------------------------------------------------------------------------- /history/2022-01-08_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ml-python (🥇19 · ⭐ 6.1K · 📈) - A ranked list of awesome machine learning Python.. 6 | - best-of-python (🥇16 · ⭐ 1.9K · 📈) - A ranked list of awesome Python open-source libraries and.. 7 | - best-of-ml-rust (🥉10 · ⭐ 77 · 📈) - A ranked list of awesome machine learning Rust libraries. 8 | 9 | ## 📉 Trending Down 10 | 11 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 12 | 13 | - best-of-jupyter (🥈13 · ⭐ 370 · 📉) - A ranked list of awesome Jupyter Notebook, Hub and Lab.. 14 | - best-of-ml-julia (🥉6 · ⭐ 4 · 📉) - A ranked list of awesome machine learning Julia libraries. 15 | 16 | -------------------------------------------------------------------------------- /history/2021-07-01_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-python (🥇14 · ⭐ 1.7K · 🐣) - A ranked list of awesome Python open-source libraries and.. 6 | - best-of-web-python (🥇14 · ⭐ 1.3K · 🐣) - A ranked list of awesome python libraries for web.. 7 | - best-of-jupyter (🥈13 · ⭐ 290 · 🐣) - A ranked list of awesome Jupyter Notebook, Hub and Lab.. 8 | - best-of-streamlit (🥉12 · ⭐ 220 · 🐣) - A ranked gallery of awesome streamlit apps built by the.. 9 | - best-of-python-dev (🥇11 · ⭐ 300 · 🐣) - A ranked list of awesome python developer tools and.. 10 | 11 | -------------------------------------------------------------------------------- /history/2021-12-02_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ml-python (🥇16 · ⭐ 6K · 📈) - A ranked list of awesome machine learning Python.. 6 | - best-of-python (🥇15 · ⭐ 1.8K · 📈) - A ranked list of awesome Python open-source libraries and.. 7 | - best-of-web-python (🥇15 · ⭐ 1.4K · 📈) - A ranked list of awesome python libraries for web.. 8 | - best-of-jupyter (🥈14 · ⭐ 360 · 📈) - A ranked list of awesome Jupyter Notebook, Hub and Lab.. 9 | - best-of-python-dev (🥇12 · ⭐ 380 · 📈) - A ranked list of awesome python developer tools and.. 10 | 11 | -------------------------------------------------------------------------------- /history/2021-12-09_changes.md: -------------------------------------------------------------------------------- 1 | ## 📉 Trending Down 2 | 3 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 4 | 5 | - best-of-ml-python (🥇15 · ⭐ 6K · 📉) - A ranked list of awesome machine learning Python.. 6 | - best-of-python (🥇14 · ⭐ 1.9K · 📉) - A ranked list of awesome Python open-source libraries and.. 7 | - best-of-web-python (🥇14 · ⭐ 1.4K · 📉) - A ranked list of awesome python libraries for web.. 8 | - best-of-jupyter (🥈13 · ⭐ 360 · 📉) - A ranked list of awesome Jupyter Notebook, Hub and Lab.. 9 | - best-of-python-dev (🥇11 · ⭐ 380 · 📉) - A ranked list of awesome python developer tools and.. 10 | 11 | -------------------------------------------------------------------------------- /history/2022-10-20_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ml-python (🥇24 · ⭐ 12K · 📈) - A ranked list of awesome machine learning Python.. 6 | - best-of-python (🥇19 · ⭐ 2.5K · 📈) - A ranked list of awesome Python open-source libraries and.. 7 | - best-of-web-python (🥇17 · ⭐ 1.7K · 📈) - A ranked list of awesome python libraries for web.. 8 | - best-of-python-dev (🥇16 · ⭐ 600 · 📈) - A ranked list of awesome python developer tools and.. 9 | - best-of-react (🥉16 · ⭐ 310 · 📈) - A ranked list of awesome React open-source libraries and.. 10 | 11 | -------------------------------------------------------------------------------- /history/2022-11-03_changes.md: -------------------------------------------------------------------------------- 1 | ## 📉 Trending Down 2 | 3 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 4 | 5 | - best-of-ml-python (🥇23 · ⭐ 12K · 📉) - A ranked list of awesome machine learning Python.. 6 | - best-of-web-python (🥇16 · ⭐ 1.7K · 📉) - A ranked list of awesome python libraries for web.. 7 | - best-of-python-dev (🥇15 · ⭐ 610 · 📉) - A ranked list of awesome python developer tools and.. 8 | - best-of-react (🥉15 · ⭐ 330 · 📉) - A ranked list of awesome React open-source libraries and.. 9 | - best-of-jupyter (🥈14 · ⭐ 540 · 📉) - A ranked list of awesome Jupyter Notebook, Hub and Lab.. 10 | 11 | -------------------------------------------------------------------------------- /history/2022-11-17_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ml-python (🥇24 · ⭐ 12K · 📈) - A ranked list of awesome machine learning Python.. 6 | - best-of-web-python (🥇17 · ⭐ 1.7K · 📈) - A ranked list of awesome python libraries for web.. 7 | - best-of-python-dev (🥇16 · ⭐ 610 · 📈) - A ranked list of awesome python developer tools and.. 8 | - best-of-react (🥉16 · ⭐ 340 · 📈) - A ranked list of awesome React open-source libraries and.. 9 | - best-of-jupyter (🥈15 · ⭐ 550 · 📈) - A ranked list of awesome Jupyter Notebook, Hub and Lab.. 10 | 11 | -------------------------------------------------------------------------------- /history/2022-12-29_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ml-python (🥇24 · ⭐ 12K · 📈) - A ranked list of awesome machine learning Python.. 6 | - best-of-python (🥇19 · ⭐ 2.7K · 📈) - A ranked list of awesome Python open-source libraries and.. 7 | - best-of-web-python (🥇17 · ⭐ 1.8K · 📈) - A ranked list of awesome python libraries for web.. 8 | - best-of-python-dev (🥇17 · ⭐ 640 · 📈) - A ranked list of awesome python developer tools and.. 9 | - best-of-react (🥈16 · ⭐ 360 · 📈) - A ranked list of awesome React open-source libraries and.. 10 | 11 | -------------------------------------------------------------------------------- /config/footer.md: -------------------------------------------------------------------------------- 1 | 2 | --- 3 | 4 | ## Related Resources 5 | 6 | - [**Awesome**](https://github.com/sindresorhus/awesome): Awesome lists about all kinds of interesting topics 7 | 8 | ## Contribution 9 | 10 | Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways: 11 | 12 | - Open an issue by selecting one of the provided categories from the [issue page](https://github.com/best-of-lists/best-of/issues/new/choose) and fill in the requested information. 13 | - Modify the [projects.yaml](https://github.com/best-of-lists/best-of/blob/main/projects.yaml) with your additions or changes, and submit a pull request. This can also be done directly via the [Github UI](https://github.com/best-of-lists/best-of/edit/main/projects.yaml). 14 | 15 | If you like to contribute to or share suggestions regarding the project metadata collection or markdown generation, please refer to the [best-of-generator](https://github.com/best-of-lists/best-of-generator) repository. If you like to create your own best-of list, we recommend to follow [this guide](https://github.com/best-of-lists/best-of/blob/main/create-best-of-list.md). 16 | 17 | For more information on how to add or update projects, please read the [contribution guidelines](https://github.com/best-of-lists/best-of/blob/main/CONTRIBUTING.md). By participating in this project, you agree to abide by its [Code of Conduct](https://github.com/best-of-lists/best-of/blob/main/.github/CODE_OF_CONDUCT.md). 18 | 19 | ## License 20 | 21 | [![CC0](https://mirrors.creativecommons.org/presskit/buttons/88x31/svg/by-sa.svg)](https://creativecommons.org/licenses/by-sa/4.0/) 22 | -------------------------------------------------------------------------------- /config/header.md: -------------------------------------------------------------------------------- 1 | 2 |

3 | best-of 4 |
5 |

6 | 7 |

8 | 🏆  Discover best-of lists with awesome open-source projects on all kinds of topics. 9 |

10 | 11 |

12 | 13 | 14 | 15 | 16 |

17 | 18 | This curated list contains {project_count} best-of lists with a total of {stars_count} stars grouped into {category_count} categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from Github and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/best-of-lists/best-of/issues/new/choose), submit a [pull request](https://github.com/best-of-lists/best-of/pulls), or directly edit the [projects.yaml](https://github.com/best-of-lists/best-of/edit/main/projects.yaml). Contributions are very welcome! 19 | 20 | > 🧙‍♂️ Create your own best-of list in just 3 minutes with [this guide](https://github.com/best-of-lists/best-of/blob/main/create-best-of-list.md). 21 | -------------------------------------------------------------------------------- /template/header.md: -------------------------------------------------------------------------------- 1 | 2 |

3 | best-of-template 4 |
5 |

6 | 7 |

8 | 🏆  A ranked list of awesome projects. Updated weekly. 9 |

10 | 11 |

12 | 13 | 14 | 15 | 16 |

17 | 18 | This curated list contains {project_count} awesome open-source projects with a total of {stars_count} stars grouped into {category_count} categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/best-of-lists/best-of-template/issues/new/choose), submit a [pull request](https://github.com/best-of-lists/best-of-template/pulls), or directly edit the [projects.yaml](https://github.com/best-of-lists/best-of-template/edit/main/projects.yaml). Contributions are very welcome! 19 | 20 | > 🧙‍♂️ Discover other [best-of lists](https://best-of.org) or [create your own](https://github.com/best-of-lists/best-of/blob/main/create-best-of-list.md). 21 | -------------------------------------------------------------------------------- /template/footer.md: -------------------------------------------------------------------------------- 1 | 2 | --- 3 | 4 | ## Related Resources 5 | 6 | - [**Best-of lists**](https://best-of.org): Discover other best-of lists with awesome open-source projects on all kinds of topics. 7 | 8 | ## Contribution 9 | 10 | Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways: 11 | 12 | - Open an issue by selecting one of the provided categories from the [issue page](https://github.com/best-of-lists/best-of-template/issues/new/choose) and fill in the requested information. 13 | - Modify the [projects.yaml](https://github.com/best-of-lists/best-of-template/blob/main/projects.yaml) with your additions or changes, and submit a pull request. This can also be done directly via the [Github UI](https://github.com/best-of-lists/best-of-template/edit/main/projects.yaml). 14 | 15 | If you like to contribute to or share suggestions regarding the project metadata collection or markdown generation, please refer to the [best-of-generator](https://github.com/best-of-lists/best-of-generator) repository. If you like to create your own best-of list, we recommend to follow [this guide](https://github.com/best-of-lists/best-of/blob/main/create-best-of-list.md). 16 | 17 | For more information on how to add or update projects, please read the [contribution guidelines](https://github.com/best-of-lists/best-of-template/blob/main/CONTRIBUTING.md). By participating in this project, you agree to abide by its [Code of Conduct](https://github.com/best-of-lists/best-of-template/blob/main/.github/CODE_OF_CONDUCT.md). 18 | 19 | ## License 20 | 21 | [![CC0](https://mirrors.creativecommons.org/presskit/buttons/88x31/svg/by-sa.svg)](https://creativecommons.org/licenses/by-sa/4.0/) 22 | -------------------------------------------------------------------------------- /history/2021-01-14_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ml-python (🥇11 · ⭐ 190 · 🐣) - A ranked list of awesome machine learning Python.. 6 | - best-of-web-python (🥇9 · ⭐ 16 · 📈) - A ranked list of awesome python libraries for web.. 7 | - best-of-python (🥇8 · ⭐ 16 · 📈) - A ranked list of awesome Python open-source libraries and.. 8 | - best-of-python-dev (🥇8 · ⭐ 8 · 📈) - A ranked list of awesome python developer tools and.. 9 | 10 | ## 📉 Trending Down 11 | 12 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 13 | 14 | - best-of-jupyter (🥉7 · ⭐ 17 · 📉) - A ranked list of awesome Jupyter Notebook, Hub and Lab.. 15 | 16 | -------------------------------------------------------------------------------- /history/2021-01-12_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ml-python (🥇10 · ⭐ 97 · 🐣) - A ranked list of awesome machine learning Python.. 6 | - best-of-jupyter (🥉8 · ⭐ 13 · 📈) - A ranked list of awesome Jupyter Notebook, Hub and Lab.. 7 | 8 | ## ➕ Added Projects 9 | 10 | _Projects that were recently added to this best-of list._ 11 | 12 | - best-of-streamlit (🥉7 · ⭐ 15 · ➕) - A ranked gallery of awesome streamlit apps built by the.. 13 | - best-of-web-python (🥇7 · ⭐ 2 · ➕) - A ranked list of awesome python libraries for web.. 14 | - best-of-python (🥇6 · ⭐ 1 · ➕) - A ranked list of awesome Python open-source libraries & tools... 15 | - best-of-python-dev (🥇6 · ⭐ 1 · ➕) - A ranked list of awesome python developer tools and.. 16 | 17 | -------------------------------------------------------------------------------- /history/2023-01-05_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ps (🥇11 · ⭐ 24 · 🐣) - A weekly updated ranked list of popular open-source libraries and tools.. 6 | 7 | ## 📉 Trending Down 8 | 9 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 10 | 11 | - best-of-ml-python (🥇23 · ⭐ 12K · 📉) - A ranked list of awesome machine learning Python.. 12 | - best-of-python (🥇18 · ⭐ 2.7K · 📉) - A ranked list of awesome Python open-source libraries and.. 13 | - best-of-python-dev (🥇16 · ⭐ 640 · 📉) - A ranked list of awesome python developer tools and.. 14 | - best-of-react (🥈15 · ⭐ 360 · 📉) - A ranked list of awesome React open-source libraries and.. 15 | - best-of-jupyter (🥈14 · ⭐ 580 · 📉) - A ranked list of awesome Jupyter Notebook, Hub and Lab.. 16 | 17 | -------------------------------------------------------------------------------- /history/2022-04-14_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - best-of-ml-python (🥇21 · ⭐ 6.5K · 📈) - A ranked list of awesome machine learning Python.. 6 | - best-of-python (🥇17 · ⭐ 2.1K · 📈) - A ranked list of awesome Python open-source libraries and.. 7 | - best-of-python-dev (🥇13 · ⭐ 450 · 📈) - A ranked list of awesome python developer tools and.. 8 | - best-of-react (🥉11 · ⭐ 65 · 📈) - A ranked list of awesome React open-source libraries and tools... 9 | 10 | ## 📉 Trending Down 11 | 12 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 13 | 14 | - best-of-streamlit (🥉11 · ⭐ 390 · 💤) - A ranked gallery of awesome streamlit apps built by the.. 15 | - best-of-ml-rust (🥉8 · ⭐ 89 · 📉) - A ranked list of awesome machine learning Rust libraries. 16 | - best-of-ml-julia (🥉5 · ⭐ 5 · 💤) - A ranked list of awesome machine learning Julia libraries. 17 | 18 | -------------------------------------------------------------------------------- /history/2021-01-12_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing,trending,new_addition 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-01-11 19:00:54,2021-01-11 19:00:46,13.0,4.0,97,2021-01-08 03:42:51,2021.01.08,9,A ranked list of awesome machine learning Python libraries. Updated weekly.,3.0,10,True,1,2.0, 3 | 1,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-01-08 02:21:27,2021-01-08 02:21:25,,,13,2021-01-08 02:21:37,2021.01.08,4,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",,8,True,3,1.0, 4 | 2,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-01-10 23:11:02,2021-01-10 23:10:57,,,15,2021-01-09 00:47:45,2021.01.09,1,A ranked gallery of awesome streamlit apps built by the community.,,7,True,3,,True 5 | 3,best-of-web-python,ml-tooling/best-of-web-python,['python'],web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27,2021-01-08 21:13:43,2021-01-08 21:13:36,,,2,2021-01-08 01:07:00,2021.01.08,2,A ranked list of awesome python libraries for web development. Updated weekly.,,7,True,1,,True 6 | 4,best-of-python,ml-tooling/best-of-python,['python'],programming-languages,https://github.com/ml-tooling/best-of-python,https://github.com/ml-tooling/best-of-python,CC-BY-SA-4.0,2021-01-11 19:11:32,2021-01-12 04:27:50,2021-01-12 04:27:47,,,1,2021-01-12 04:27:56,2021.01.12,1,A ranked list of awesome Python open-source libraries & tools. Updated weekly.,,6,True,1,,True 7 | 5,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-01-09 12:14:15,2021-01-09 12:14:13,,,1,2021-01-09 12:14:23,2021.01.09,1,A ranked list of awesome python developer tools and libraries. Updated weekly.,,6,True,1,,True 8 | -------------------------------------------------------------------------------- /history/2021-01-14_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing,trending,open_issue_count 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-01-14 18:22:24,2021-01-14 18:22:23,20.0,4.0,190,2021-01-13 00:28:13,2021.01.12,10,A ranked list of awesome machine learning Python libraries. Updated weekly.,4.0,11,True,1,1.0, 3 | 1,best-of-web-python,ml-tooling/best-of-web-python,['python'],web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27,2021-01-14 15:47:04,2021-01-13 00:08:02,3.0,,16,2021-01-13 00:08:15,2021.01.12,3,A ranked list of awesome python libraries for web development. Updated weekly.,,9,True,1,2.0, 4 | 2,best-of-python,ml-tooling/best-of-python,['python'],programming-languages,https://github.com/ml-tooling/best-of-python,https://github.com/ml-tooling/best-of-python,CC-BY-SA-4.0,2021-01-11 19:11:32,2021-01-14 15:14:40,2021-01-12 23:37:01,1.0,,16,2021-01-12 23:37:29,2021.01.12-22.51,2,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,,8,True,1,2.0,1.0 5 | 3,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-01-14 15:13:08,2021-01-13 00:34:45,,,8,2021-01-12 23:59:40,2021.01.12,2,A ranked list of awesome python developer tools and libraries. Updated weekly.,,8,True,1,2.0,1.0 6 | 4,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-01-10 23:11:02,2021-01-10 23:10:57,,,20,2021-01-09 00:47:45,2021.01.09,1,A ranked gallery of awesome streamlit apps built by the community.,,7,True,3,, 7 | 5,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-01-14 18:02:36,2021-01-14 18:02:33,1.0,,17,2021-01-13 00:00:20,2021.01.12,5,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",2.0,7,True,3,-1.0, 8 | -------------------------------------------------------------------------------- /history/2021-02-04_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing,trending 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-02-04 15:38:52,2021-01-28 16:43:54,493,1.0,10.0,4032,2021-01-28 16:44:20,2021.01.28,13,A ranked list of awesome machine learning Python libraries. Updated weekly.,15,14,True,1, 3 | 1,best-of-python,ml-tooling/best-of-python,['python'],programming-languages,https://github.com/ml-tooling/best-of-python,https://github.com/ml-tooling/best-of-python,CC-BY-SA-4.0,2021-01-11 19:11:32,2021-02-04 14:58:32,2021-02-02 11:03:34,85,,2.0,1370,2021-01-28 16:46:50,2021.01.28,5,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,4,13,True,1, 4 | 2,best-of-web-python,ml-tooling/best-of-web-python,['python'],web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27,2021-02-04 15:27:15,2021-01-28 16:44:42,58,,2.0,989,2021-01-28 16:45:07,2021.01.28,6,A ranked list of awesome python libraries for web development. Updated weekly.,6,12,True,1, 5 | 3,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-02-04 15:01:41,2021-01-28 16:45:44,6,,5.0,179,2021-01-28 16:46:02,2021.01.28,5,A ranked list of awesome python developer tools and libraries. Updated weekly.,1,10,True,1, 6 | 4,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-02-04 14:46:32,2021-01-28 16:47:31,10,,,99,2021-01-28 16:47:42,2021.01.28,8,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",4,10,True,3, 7 | 5,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-02-03 13:28:47,2021-02-03 13:28:46,7,,3.0,76,2021-02-01 17:20:32,2021.02.01,4,A ranked gallery of awesome streamlit apps built by the community.,2,9,True,3,1.0 8 | -------------------------------------------------------------------------------- /history/2021-01-17_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing,trending 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-01-17 15:17:17,2021-01-17 15:16:15,150,1.0,5.0,1232,2021-01-13 00:28:13,2021.01.12,10,A ranked list of awesome machine learning Python libraries. Updated weekly.,10,14,True,1,3.0 3 | 1,best-of-python,ml-tooling/best-of-python,['python'],programming-languages,https://github.com/ml-tooling/best-of-python,https://github.com/ml-tooling/best-of-python,CC-BY-SA-4.0,2021-01-11 19:11:32,2021-01-16 22:56:36,2021-01-16 22:56:34,42,,1.0,716,2021-01-16 22:56:14,2021.01.16,3,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,4,12,True,1,4.0 4 | 2,best-of-web-python,ml-tooling/best-of-web-python,['python'],web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27,2021-01-17 11:08:59,2021-01-17 11:08:57,16,1.0,,402,2021-01-17 11:09:06,2021.01.16,4,A ranked list of awesome python libraries for web development. Updated weekly.,2,10,True,1,1.0 5 | 3,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-01-16 22:54:51,2021-01-16 22:54:49,6,,,69,2021-01-16 22:55:27,2021.01.16,6,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",3,10,True,3,3.0 6 | 4,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-01-16 22:58:47,2021-01-16 21:27:08,2,,1.0,107,2021-01-12 23:59:40,2021.01.12,2,A ranked list of awesome python developer tools and libraries. Updated weekly.,1,8,True,1, 7 | 5,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-01-16 21:59:34,2021-01-16 21:59:28,1,,,26,2021-01-09 00:47:45,2021.01.09,1,A ranked gallery of awesome streamlit apps built by the community.,1,7,True,3, 8 | -------------------------------------------------------------------------------- /history/2021-01-21_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing,trending 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-01-21 18:23:44,2021-01-21 18:23:42,394,3.0,8.0,3404,2021-01-21 18:23:55,2021.01.21,12,A ranked list of awesome machine learning Python libraries. 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Updated weekly.,4,12,True,1,2.0 5 | 3,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-01-21 15:19:39,2021-01-21 15:19:37,9,,,87,2021-01-21 15:19:46,2021.01.21,7,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",4,10,True,3, 6 | 4,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-01-21 15:08:38,2021-01-19 20:31:01,5,,4.0,144,2021-01-19 20:30:18,2021.01.19,3,A ranked list of awesome python developer tools and libraries. Updated weekly.,1,9,True,1,1.0 7 | 5,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-01-21 18:54:09,2021-01-20 03:13:26,2,,,31,2021-01-19 01:46:56,2021.01.19,2,A ranked gallery of awesome streamlit apps built by the community.,1,8,True,3,1.0 8 | -------------------------------------------------------------------------------- /history/2021-01-28_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing,trending 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-01-28 16:43:56,2021-01-28 16:43:54,467,1.0,10.0,3855,2021-01-28 16:44:20,2021.01.28,13,A ranked list of awesome machine learning Python libraries. Updated weekly.,16,14,True,1, 3 | 1,best-of-python,ml-tooling/best-of-python,['python'],programming-languages,https://github.com/ml-tooling/best-of-python,https://github.com/ml-tooling/best-of-python,CC-BY-SA-4.0,2021-01-11 19:11:32,2021-01-28 16:46:43,2021-01-28 16:46:41,83,1.0,2.0,1336,2021-01-28 16:46:50,2021.01.28,5,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,4,13,True,1, 4 | 2,best-of-web-python,ml-tooling/best-of-web-python,['python'],web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27,2021-01-28 16:44:45,2021-01-28 16:44:42,57,,2.0,968,2021-01-28 16:45:07,2021.01.28,6,A ranked list of awesome python libraries for web development. Updated weekly.,6,12,True,1, 5 | 3,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-01-28 16:45:46,2021-01-28 16:45:44,6,,5.0,165,2021-01-28 16:46:02,2021.01.28,5,A ranked list of awesome python developer tools and libraries. Updated weekly.,1,10,True,1,1.0 6 | 4,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-01-28 16:47:33,2021-01-28 16:47:31,9,,,95,2021-01-28 16:47:42,2021.01.28,8,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",4,10,True,3, 7 | 5,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-01-28 18:28:27,2021-01-27 22:50:16,2,,,36,2021-01-27 22:52:46,2021.01.27-22.47,3,A ranked gallery of awesome streamlit apps built by the community.,1,8,True,3, 8 | -------------------------------------------------------------------------------- /history/2022-12-08_changes.md: -------------------------------------------------------------------------------- 1 | ## 📉 Trending Down 2 | 3 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 4 | 5 | - best-of-ml-python (🥇23 · ⭐ 12K · 📉) - A ranked list of awesome machine learning Python.. 6 | - best-of-python (🥇18 · ⭐ 2.7K · 📉) - A ranked list of awesome Python open-source libraries and.. 7 | - best-of-web-python (🥇16 · ⭐ 1.7K · 📉) - A ranked list of awesome python libraries for web.. 8 | - best-of-python-dev (🥇16 · ⭐ 630 · 📉) - A ranked list of awesome python developer tools and.. 9 | - best-of-react (🥈15 · ⭐ 360 · 📉) - A ranked list of awesome React open-source libraries and.. 10 | 11 | ## ➕ Added Projects 12 | 13 | _Projects that were recently added to this best-of list._ 14 | 15 | - best-of-ps (🥉8 · ⭐ 18 · 🐣) - A weekly updated ranked list of popular open-source libraries and tools.. 16 | - best-of-django (🥉6 · ⭐ 1 · 🐣) - A ranked list of awesome Django related Python packages. 17 | - best-of-vue (🥉5 · ⭐ 3 · ➕) - 18 | - best-of-fastapi (🥉4 · ⭐ 1 · 🐣) - List of automatically rated Python packages for FastAPI. 19 | 20 | -------------------------------------------------------------------------------- /create-best-of-list.md: -------------------------------------------------------------------------------- 1 | # Create your own best-of list 2 | 3 | Welcome ❤️ It is awesome that you want to create your own best-of list! It will only take around 3-4 minutes to get you started ⏱️ 4 | 5 | 1. **Create a new repository based on the [best-of template](https://github.com/best-of-lists/best-of/generate)**. 6 |
7 | Screenshots (click to show...) 8 | 9 | ![](./template/docs/images/1-use-template-repo-framed.png) 10 | ![](./template/docs/images/2-create-new-repo-framed.png) 11 | 12 |
13 | 2. **Run the `setup-best-of-list` workflow**: `Actions` -> `setup-best-of-list` -> `Run workflow` 14 |
15 | Screenshots (click to show...) 16 | 17 | ![](./template/docs/images/3-run-setup-workflow-framed.png) 18 | 19 |
20 | 3. **Select and merge the setup pull request**: After about one minute, a pull request should appear in the `Pull requests` section -> Select the `Initial setup for best-of list` pull request -> Select `Merge Pull Request` -> `Confirm Merge` 21 |
22 | Screenshots (click to show...) 23 | 24 | ![](./template/docs/images/4-select-setup-pr-framed.png) 25 | ![](./template/docs/images/5-merge-setup-pr-framed.png) 26 | 27 |
28 | 4. **Run the `update-best-of-list` workflow**: `Actions` -> `update-best-of-list` -> `Run workflow` (you don't have to provide a version as input). The workflow will probably run for 2-3 minutes. Once it is finished, another pull request is created with the generated `README.md`. Merge the pull request and publish the draft release as instructed in the PR. 29 |
30 | Screenshots (click to show...) 31 | 32 | ![](./template/docs/images/6-run-update-workflow-framed.png) 33 | ![](./template/docs/images/7-merge-update-pr-framed.png) 34 | 35 |
36 | 37 | Congrats 🎉 You have created your own best-of list. Now you just need to fill it with some awesome projects by adding them to the `projects.yaml` as described in the [documentation](https://github.com/best-of-lists/best-of-generator#projects). After you added a few projects, you can either just manually rerun the `update-best-of-list` workflow to update the markdown page or wait for a few days until the scheduled action is run automatically. Keep in mind that the automated workflow also creates PRs for every update which you still need to merge manually. You can also start adapting the header and footer templates in `config/header.md` and `config/footer.md` to customize your list. 38 | 39 | For more information on the `projects.yaml`, project properties or configuration, please refer to the [best-of-generator documentation](https://github.com/best-of-lists/best-of-generator#documentation). 40 | -------------------------------------------------------------------------------- /history/2021-02-18_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing,trending,new_addition 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-02-18 16:39:53,2021-02-18 16:39:52,512.0,3.0,10.0,4150.0,2021-02-18 16:40:16,2021.02.18,15.0,A ranked list of awesome machine learning Python libraries. Updated weekly.,17.0,14,True,1,, 3 | 1,best-of-python,ml-tooling/best-of-python,['python'],programming-languages,https://github.com/ml-tooling/best-of-python,https://github.com/ml-tooling/best-of-python,CC-BY-SA-4.0,2021-01-11 19:11:32,2021-02-18 16:33:15,2021-02-18 16:33:13,89.0,,2.0,1419.0,2021-02-18 16:33:20,2021.02.18,7.0,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,5.0,13,True,1,, 4 | 2,best-of-web-python,ml-tooling/best-of-web-python,['python'],web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27,2021-02-18 16:33:47,2021-02-18 16:33:46,59.0,,2.0,1028.0,2021-02-18 16:33:55,2021.02.18,8.0,A ranked list of awesome python libraries for web development. Updated weekly.,6.0,12,True,1,, 5 | 3,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-02-18 14:33:56,2021-02-18 14:33:55,18.0,,,170.0,2021-02-18 14:34:19,2021.02.18,11.0,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",4.0,11,True,2,1.0, 6 | 4,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-02-18 16:32:05,2021-02-18 16:32:04,7.0,,5.0,191.0,2021-02-18 16:32:19,2021.02.18,6.0,A ranked list of awesome python developer tools and libraries. Updated weekly.,1.0,10,True,1,, 7 | 5,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-02-16 23:26:05,2021-02-16 23:26:02,10.0,,3.0,101.0,2021-02-16 23:26:47,2021.02.15,6.0,A ranked gallery of awesome streamlit apps built by the community.,2.0,9,True,3,, 8 | 6,best-of-ml-julia,e-tony/best-of-ml-julia,,data-engineering,https://github.com/e-tony/best-of-ml-julia,https://github.com/e-tony/best-of-ml-julia,CC-BY-SA-4.0,2021-02-09 10:50:31,2021-02-15 13:09:28,2021-02-15 13:09:28,,,,,,,,A ranked list of awesome machine learning Julia libraries. Updated weekly.,,5,True,3,,True 9 | 7,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https://github.com/e-tony/best-of-ml-rust,https://github.com/e-tony/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2021-02-15 12:34:44,2021-02-15 12:34:43,,,,,,,,A ranked list of awesome machine learning Rust libraries. Updated weekly.,,5,True,3,,True 10 | -------------------------------------------------------------------------------- /.github/workflows/setup-best-of-list.yml: -------------------------------------------------------------------------------- 1 | # Based on https://github.com/best-of-lists/best-of/blob/main/.github/workflows/setup-best-of-list.yml 2 | name: setup-best-of-list 3 | 4 | on: 5 | workflow_dispatch: 6 | 7 | env: 8 | DEFAULT_BRANCH: "main" 9 | SETUP_BRANCH: "setup" 10 | PLACEHOLDER_REPO: "best-of-lists/best-of-template" 11 | 12 | jobs: 13 | setup-best-of-list: 14 | runs-on: ubuntu-latest 15 | steps: 16 | - name: create-update-branch 17 | uses: peterjgrainger/action-create-branch@v2.0.1 18 | env: 19 | GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} 20 | with: 21 | branch: ${{ env.SETUP_BRANCH }} 22 | - uses: actions/checkout@v2 23 | with: 24 | fetch-depth: 0 25 | ref: ${{ env.SETUP_BRANCH }} 26 | token: ${{ secrets.GITHUB_TOKEN }} 27 | env: 28 | GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} 29 | - name: setup-template 30 | shell: bash 31 | run: | 32 | echo $GITHUB_REPOSITORY 33 | rm -rf history config latest-changes.md README.md projects.yaml ./.github/workflows/setup-best-of-list.yml CONTRIBUTING.md create-best-of-list.md 34 | mkdir -p ./config 35 | cp ./template/footer.md ./config/footer.md 36 | cp ./template/header.md ./config/header.md 37 | cp ./template/projects.yaml ./projects.yaml 38 | cp ./template/CONTRIBUTING.md ./CONTRIBUTING.md 39 | rm -rf ./template/ 40 | sed -i 's:${{ env.PLACEHOLDER_REPO }}:'$GITHUB_REPOSITORY':g' ./config/footer.md 41 | sed -i 's:${{ env.PLACEHOLDER_REPO }}:'$GITHUB_REPOSITORY':g' ./config/header.md 42 | sed -i 's:${{ env.PLACEHOLDER_REPO }}:'$GITHUB_REPOSITORY':g' ./CONTRIBUTING.md 43 | sed -i 's:'$(echo "${{ env.PLACEHOLDER_REPO }}" | sed "s:.*/::")':'$(echo "$GITHUB_REPOSITORY" | sed "s:.*/::")':g' ./config/header.md 44 | - name: push-update 45 | uses: stefanzweifel/git-auto-commit-action@v4 46 | with: 47 | branch: ${{ env.SETUP_BRANCH }} 48 | commit_user_name: best-of setup 49 | commit_user_email: actions@github.com 50 | commit_message: Initial setup for best-of list 51 | skip_dirty_check: true 52 | commit_options: "--allow-empty" 53 | - name: create-pull-request 54 | shell: bash 55 | run: | 56 | # Stops script execution if a command has an error 57 | set -e 58 | curl -fsSL https://github.com/github/hub/raw/master/script/get | bash -s 2.14.2 59 | bin/hub pull-request -b ${{ env.DEFAULT_BRANCH }} -h ${{ env.SETUP_BRANCH }} --no-edit -m "Initial setup for best-of list" -m "To finish this setup: Select Merge pull request below and Confirm merge." || true 60 | rm bin/hub 61 | env: 62 | GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} 63 | - name: sync-labels 64 | # Alternative actions: 65 | # https://github.com/crazy-max/ghaction-github-labeler 66 | # https://github.com/EndBug/label-sync 67 | uses: micnncim/action-label-syncer@v1 68 | env: 69 | GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} 70 | with: 71 | manifest: ".github/labels.yml" 72 | prune: true 73 | -------------------------------------------------------------------------------- /history/2021-03-11_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-03-11 15:32:14,2021-03-07 12:28:48,549.0,2.0,10.0,4348.0,2021-03-07 12:29:07,2021.03.04,17.0,A ranked list of awesome machine learning Python libraries. Updated weekly.,17.0,14,True,1 3 | 1,best-of-python,ml-tooling/best-of-python,['python'],programming-languages,https://github.com/ml-tooling/best-of-python,https://github.com/ml-tooling/best-of-python,CC-BY-SA-4.0,2021-01-11 19:11:32,2021-03-11 14:52:48,2021-03-07 12:29:30,95.0,1.0,2.0,1493.0,2021-03-07 12:29:47,2021.03.04,9.0,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,5.0,13,True,1 4 | 2,best-of-web-python,ml-tooling/best-of-web-python,['python'],web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27,2021-03-11 15:25:25,2021-03-07 12:30:22,65.0,,2.0,1093.0,2021-03-07 12:30:35,2021.03.04,10.0,A ranked list of awesome python libraries for web development. Updated weekly.,6.0,12,True,1 5 | 3,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-03-11 14:29:30,2021-03-07 12:31:53,23.0,,,199.0,2021-03-07 12:32:04,2021.03.04,13.0,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",4.0,12,True,2 6 | 4,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-03-11 14:44:58,2021-03-07 12:31:09,12.0,,5.0,237.0,2021-03-07 12:31:21,2021.03.04,8.0,A ranked list of awesome python developer tools and libraries. Updated weekly.,1.0,10,True,1 7 | 5,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-03-08 12:10:51,2021-02-23 01:28:44,12.0,,3.0,124.0,2021-02-23 01:04:31,2021.02.22,7.0,A ranked gallery of awesome streamlit apps built by the community.,3.0,10,True,3 8 | 6,best-of-react,LukasMasuch/best-of-react,['javascript'],web-dev,https://github.com/LukasMasuch/best-of-react,https://github.com/LukasMasuch/best-of-react,CC-BY-SA-4.0,2021-02-21 12:52:27,2021-03-11 18:19:18,2021-03-07 12:33:08,,,,,2021-03-07 12:33:23,2021.03.04,3.0,A ranked list of awesome React open-source libraries and tools. Updated weekly.,,7,True,3 9 | 7,best-of-ml-julia,e-tony/best-of-ml-julia,,data-engineering,https://github.com/e-tony/best-of-ml-julia,https://github.com/e-tony/best-of-ml-julia,CC-BY-SA-4.0,2021-02-09 10:50:31,2021-03-09 21:55:55,2021-03-09 21:55:55,,,,,,,,A ranked list of awesome machine learning Julia libraries. Updated weekly.,,5,True,3 10 | 8,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https://github.com/e-tony/best-of-ml-rust,https://github.com/e-tony/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2021-03-09 21:56:13,2021-03-09 21:56:13,,,,,,,,A ranked list of awesome machine learning Rust libraries. Updated weekly.,,5,True,3 11 | -------------------------------------------------------------------------------- /.github/workflows/update-best-of-list.yml: -------------------------------------------------------------------------------- 1 | # Based on https://github.com/best-of-lists/best-of-update-action/blob/v0.8.5/workflows/update-best-of-list.yml 2 | name: update-best-of-list 3 | 4 | on: 5 | workflow_dispatch: 6 | inputs: 7 | version: 8 | description: "Version to use for this update" 9 | required: false 10 | schedule: 11 | - cron: "0 18 * * 4" # Every thursday at 6pm 12 | 13 | env: 14 | BRANCH_PREFIX: "update/" 15 | DEFAULT_BRANCH: "main" 16 | 17 | jobs: 18 | update-best-of-list: 19 | runs-on: ubuntu-latest 20 | steps: 21 | - if: ${{ github.event.inputs != null && github.event.inputs.version != null }} 22 | name: set-version-from-input 23 | run: echo "VERSION=${{ github.event.inputs.version }}" >> $GITHUB_ENV 24 | - if: ${{ ! (env.VERSION != null && env.VERSION != '') }} 25 | name: set-version-via-date 26 | run: echo "VERSION=$(date '+%Y.%m.%d')" >> $GITHUB_ENV 27 | - uses: actions/checkout@v2 28 | - name: check-version-tag 29 | shell: bash 30 | run: | 31 | git fetch --tags --force 32 | git show-ref --tags --verify --quiet -- "refs/tags/${{ env.VERSION }}" && echo "VERSION=$(date '+%Y.%m.%d-%H.%M')" >> $GITHUB_ENV || exit 0 33 | - name: create-update-branch 34 | uses: peterjgrainger/action-create-branch@v2.0.1 35 | env: 36 | GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} 37 | with: 38 | branch: "${{ env.BRANCH_PREFIX }}${{ env.VERSION }}" 39 | - uses: actions/checkout@v2 40 | with: 41 | fetch-depth: 0 42 | ref: ${{ env.BRANCH_PREFIX }}${{ env.VERSION }} 43 | token: ${{ secrets.GITHUB_TOKEN }} 44 | env: 45 | GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} 46 | - name: update-best-of-list 47 | uses: best-of-lists/best-of-update-action@v0.8.5 48 | with: 49 | libraries_key: ${{ secrets.LIBRARIES_KEY }} 50 | github_key: ${{ secrets.GITHUB_TOKEN }} 51 | - name: push-update 52 | uses: stefanzweifel/git-auto-commit-action@v4 53 | with: 54 | branch: ${{ env.BRANCH_PREFIX }}${{ env.VERSION }} 55 | commit_user_name: best-of update 56 | commit_user_email: actions@github.com 57 | commit_message: Update best-of list for version ${{ env.VERSION }} 58 | tagging_message: ${{ env.VERSION }} 59 | skip_dirty_check: true 60 | commit_options: "--allow-empty" 61 | - name: create-pull-request 62 | shell: bash 63 | run: | 64 | # Stops script execution if a command has an error 65 | set -e 66 | curl -fsSL https://github.com/github/hub/raw/master/script/get | bash -s 2.14.2 67 | bin/hub pull-request -b ${{ env.DEFAULT_BRANCH }} -h ${{ env.BRANCH_PREFIX }}${{ env.VERSION }} --no-edit -m "Best-of update: ${{ env.VERSION }}" -m "To finish this update: Select Merge pull request below and Confirm merge. Also, make sure to publish the created draft release in the [releases section](../releases) as well." || true 68 | rm bin/hub 69 | env: 70 | GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} 71 | - name: create-release 72 | uses: actions/create-release@v1 73 | env: 74 | GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} 75 | with: 76 | tag_name: ${{ env.VERSION }} 77 | release_name: "Update: ${{ env.VERSION }}" 78 | body_path: "latest-changes.md" 79 | draft: true 80 | prerelease: false 81 | -------------------------------------------------------------------------------- /history/2021-03-04_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing,trending 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-03-04 15:36:59,2021-02-25 19:23:33,542.0,2.0,10.0,4306.0,2021-02-25 19:23:41,2021.02.25,16.0,A ranked list of awesome machine learning Python libraries. Updated weekly.,17.0,14,True,1, 3 | 1,best-of-python,ml-tooling/best-of-python,['python'],programming-languages,https://github.com/ml-tooling/best-of-python,https://github.com/ml-tooling/best-of-python,CC-BY-SA-4.0,2021-01-11 19:11:32,2021-03-04 15:01:22,2021-02-25 15:11:40,92.0,1.0,2.0,1480.0,2021-02-25 15:11:49,2021.02.25,8.0,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,5.0,13,True,1, 4 | 2,best-of-web-python,ml-tooling/best-of-web-python,['python'],web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27,2021-03-04 15:34:20,2021-02-25 19:21:30,62.0,,2.0,1065.0,2021-02-25 19:21:49,2021.02.25,9.0,A ranked list of awesome python libraries for web development. Updated weekly.,6.0,12,True,1, 5 | 3,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-03-04 14:19:52,2021-02-25 15:12:48,23.0,,,197.0,2021-02-25 15:12:56,2021.02.25,12.0,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",4.0,12,True,2, 6 | 4,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-03-04 14:48:40,2021-02-25 15:12:18,12.0,,5.0,229.0,2021-02-25 15:12:27,2021.02.25,7.0,A ranked list of awesome python developer tools and libraries. Updated weekly.,1.0,10,True,1, 7 | 5,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-03-01 12:10:27,2021-02-23 01:28:44,12.0,,3.0,118.0,2021-02-23 01:04:31,2021.02.22,7.0,A ranked gallery of awesome streamlit apps built by the community.,3.0,10,True,3, 8 | 6,best-of-react,LukasMasuch/best-of-react,['javascript'],web-dev,https://github.com/LukasMasuch/best-of-react,https://github.com/LukasMasuch/best-of-react,CC-BY-SA-4.0,2021-02-21 12:52:27,2021-03-04 18:17:18,2021-02-25 19:20:49,,,,,2021-02-25 19:20:59,2021.02.25,2.0,A ranked list of awesome React open-source libraries and tools. Updated weekly.,,7,True,3,1.0 9 | 7,best-of-ml-julia,e-tony/best-of-ml-julia,,data-engineering,https://github.com/e-tony/best-of-ml-julia,https://github.com/e-tony/best-of-ml-julia,CC-BY-SA-4.0,2021-02-09 10:50:31,2021-03-01 18:36:51,2021-03-01 18:36:51,,,,,,,,A ranked list of awesome machine learning Julia libraries. Updated weekly.,,5,True,3, 10 | 8,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https://github.com/e-tony/best-of-ml-rust,https://github.com/e-tony/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2021-03-01 18:35:56,2021-03-01 18:35:56,,,,,,,,A ranked list of awesome machine learning Rust libraries. Updated weekly.,,5,True,3, 11 | -------------------------------------------------------------------------------- /history/2021-04-15_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-04-15 15:29:12,2021-04-08 18:44:00,578.0,3.0,12.0,4676.0,2021-04-08 18:44:15,2021.04.08,20.0,A ranked list of awesome machine learning Python libraries. Updated weekly.,18.0,14,True,1 3 | 1,best-of-python,ml-tooling/best-of-python,['python'],programming-languages,https://github.com/ml-tooling/best-of-python,https://github.com/ml-tooling/best-of-python,CC-BY-SA-4.0,2021-01-11 19:11:32,2021-04-15 17:29:06,2021-04-15 17:29:04,112.0,,3.0,1559.0,2021-04-15 17:29:23,2021.04.15,13.0,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,5.0,13,True,1 4 | 2,best-of-web-python,ml-tooling/best-of-web-python,['python'],web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27,2021-04-15 17:30:29,2021-04-15 17:30:29,74.0,,2.0,1160.0,2021-04-08 16:14:36,2021.04.08,13.0,A ranked list of awesome python libraries for web development. Updated weekly.,6.0,13,True,1 5 | 3,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-04-15 17:29:39,2021-04-15 17:29:39,27.0,,2.0,237.0,2021-04-15 17:29:52,2021.04.15,17.0,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",6.0,12,True,2 6 | 4,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-04-15 17:30:10,2021-04-15 17:30:10,13.0,,5.0,262.0,2021-04-08 15:00:37,2021.04.08,11.0,A ranked list of awesome python developer tools and libraries. Updated weekly.,1.0,10,True,1 7 | 5,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-04-12 12:05:35,2021-02-23 01:28:44,13.0,1.0,3.0,145.0,2021-02-23 01:04:31,2021.02.22,7.0,A ranked gallery of awesome streamlit apps built by the community.,3.0,10,True,3 8 | 6,best-of-react,LukasMasuch/best-of-react,['javascript'],web-dev,https://github.com/LukasMasuch/best-of-react,https://github.com/LukasMasuch/best-of-react,CC-BY-SA-4.0,2021-02-21 12:52:27,2021-04-15 18:17:01,2021-04-08 18:20:02,,,,2.0,2021-04-08 18:20:17,2021.04.08,6.0,A ranked list of awesome React open-source libraries and tools. Updated weekly.,,7,True,3 9 | 7,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https://github.com/e-tony/best-of-ml-rust,https://github.com/e-tony/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2021-04-12 12:39:23,2021-04-12 12:39:23,1.0,,,49.0,,,,A ranked list of awesome machine learning Rust libraries. Updated weekly.,1.0,6,True,3 10 | 8,best-of-ml-julia,e-tony/best-of-ml-julia,,data-engineering,https://github.com/e-tony/best-of-ml-julia,https://github.com/e-tony/best-of-ml-julia,CC-BY-SA-4.0,2021-02-09 10:50:31,2021-04-12 12:37:48,2021-04-12 12:37:48,,,,,,,,A ranked list of awesome machine learning Julia libraries. Updated weekly.,,5,True,3 11 | -------------------------------------------------------------------------------- /history/2021-05-27_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-05-27 15:43:23,2021-05-14 08:30:14,663.0,2.0,13.0,5236,2021-05-14 08:30:21,2021.05.13,24,A ranked list of awesome machine learning Python libraries. Updated weekly.,18.0,15,True,1 3 | 1,best-of-python,ml-tooling/best-of-python,['python'],programming-languages,https://github.com/ml-tooling/best-of-python,https://github.com/ml-tooling/best-of-python,CC-BY-SA-4.0,2021-01-11 19:11:32,2021-05-27 15:19:29,2021-05-14 08:31:36,130.0,2.0,3.0,1639,2021-05-14 08:31:44,2021.05.13,16,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,5.0,13,True,1 4 | 2,best-of-web-python,ml-tooling/best-of-web-python,['python'],web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27,2021-05-27 15:42:15,2021-05-14 08:30:59,81.0,,2.0,1226,2021-05-14 08:31:08,2021.05.13,16,A ranked list of awesome python libraries for web development. Updated weekly.,6.0,13,True,1 5 | 3,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-05-27 15:02:03,2021-05-14 08:32:50,35.0,1.0,2.0,277,2021-05-14 08:32:57,2021.05.13,20,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",7.0,12,True,2 6 | 4,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-05-24 12:16:04,2021-05-03 18:03:14,17.0,1.0,4.0,198,2021-05-03 17:59:01,2021.05.03-17.47,8,A ranked gallery of awesome streamlit apps built by the community.,4.0,11,True,3 7 | 5,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-05-27 15:24:49,2021-05-14 08:32:14,14.0,,5.0,283,2021-05-14 08:32:24,2021.05.13,13,A ranked list of awesome python developer tools and libraries. Updated weekly.,1.0,10,True,1 8 | 6,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https://github.com/e-tony/best-of-ml-rust,https://github.com/e-tony/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2021-05-25 13:06:54,2021-05-25 13:06:54,1.0,,,61,2021-05-17 12:37:39,2021.05.17,17,A ranked list of awesome machine learning Rust libraries.,1.0,8,True,3 9 | 7,best-of-react,LukasMasuch/best-of-react,['javascript'],web-dev,https://github.com/LukasMasuch/best-of-react,https://github.com/LukasMasuch/best-of-react,CC-BY-SA-4.0,2021-02-21 12:52:27,2021-05-27 18:59:43,2021-05-14 08:29:28,,,,4,2021-05-14 08:29:39,2021.05.13,9,A ranked list of awesome React open-source libraries and tools. Updated weekly.,,8,True,3 10 | 8,best-of-ml-julia,e-tony/best-of-ml-julia,,data-engineering,https://github.com/e-tony/best-of-ml-julia,https://github.com/e-tony/best-of-ml-julia,CC-BY-SA-4.0,2021-02-09 10:50:31,2021-05-25 13:07:05,2021-05-25 13:07:05,,,,1,2021-05-10 14:35:56,2021.05.10,3,A ranked list of awesome machine learning Julia libraries.,,7,True,3 11 | -------------------------------------------------------------------------------- /history/2021-04-01_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing,trending 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-04-01 15:34:01,2021-03-13 18:24:25,575.0,3.0,12.0,4555.0,2021-03-13 18:20:49,2021.03.11,18.0,A ranked list of awesome machine learning Python libraries. Updated weekly.,17.0,14,True,1, 3 | 1,best-of-python,ml-tooling/best-of-python,['python'],programming-languages,https://github.com/ml-tooling/best-of-python,https://github.com/ml-tooling/best-of-python,CC-BY-SA-4.0,2021-01-11 19:11:32,2021-04-01 14:46:59,2021-03-13 18:15:28,105.0,,3.0,1532.0,2021-03-13 18:16:05,2021.03.11,10.0,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,5.0,13,True,1, 4 | 2,best-of-web-python,ml-tooling/best-of-web-python,['python'],web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27,2021-04-01 15:16:15,2021-03-13 18:19:34,68.0,,2.0,1137.0,2021-03-13 18:15:12,2021.03.11,11.0,A ranked list of awesome python libraries for web development. Updated weekly.,6.0,13,True,1,1.0 5 | 3,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-04-01 14:44:48,2021-03-13 18:30:38,27.0,1.0,1.0,221.0,2021-03-13 18:30:54,2021.03.11,14.0,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",5.0,12,True,2, 6 | 4,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-04-01 14:52:23,2021-03-13 18:26:07,12.0,,5.0,253.0,2021-03-13 18:26:16,2021.03.11,9.0,A ranked list of awesome python developer tools and libraries. Updated weekly.,1.0,10,True,1, 7 | 5,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-03-29 12:05:08,2021-02-23 01:28:44,13.0,1.0,3.0,132.0,2021-02-23 01:04:31,2021.02.22,7.0,A ranked gallery of awesome streamlit apps built by the community.,3.0,10,True,3, 8 | 6,best-of-react,LukasMasuch/best-of-react,['javascript'],web-dev,https://github.com/LukasMasuch/best-of-react,https://github.com/LukasMasuch/best-of-react,CC-BY-SA-4.0,2021-02-21 12:52:27,2021-04-01 18:18:31,2021-03-26 10:24:12,,,,2.0,2021-03-26 10:24:20,2021.03.25,4.0,A ranked list of awesome React open-source libraries and tools. Updated weekly.,,7,True,3, 9 | 7,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https://github.com/e-tony/best-of-ml-rust,https://github.com/e-tony/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2021-04-01 17:35:39,2021-04-01 17:35:39,,,,1.0,,,,A ranked list of awesome machine learning Rust libraries. Updated weekly.,,5,True,3, 10 | 8,best-of-ml-julia,e-tony/best-of-ml-julia,,data-engineering,https://github.com/e-tony/best-of-ml-julia,https://github.com/e-tony/best-of-ml-julia,CC-BY-SA-4.0,2021-02-09 10:50:31,2021-03-30 11:23:34,2021-03-30 11:23:34,,,,,,,,A ranked list of awesome machine learning Julia libraries. Updated weekly.,,5,True,3, 11 | -------------------------------------------------------------------------------- /history/2021-04-08_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing,trending 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-04-08 15:30:54,2021-04-04 19:12:59,575.0,3.0,12.0,4623.0,2021-04-04 19:13:55,2021.04.01,19.0,A ranked list of awesome machine learning Python libraries. Updated weekly.,18.0,14,True,1, 3 | 1,best-of-python,ml-tooling/best-of-python,['python'],programming-languages,https://github.com/ml-tooling/best-of-python,https://github.com/ml-tooling/best-of-python,CC-BY-SA-4.0,2021-01-11 19:11:32,2021-04-08 14:48:54,2021-04-08 14:48:53,111.0,,3.0,1548.0,2021-04-08 14:49:01,2021.04.08,12.0,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,5.0,13,True,1, 4 | 2,best-of-web-python,ml-tooling/best-of-web-python,['python'],web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27,2021-04-08 16:14:07,2021-04-08 16:14:07,71.0,,2.0,1149.0,2021-04-08 16:14:36,2021.04.08,13.0,A ranked list of awesome python libraries for web development. Updated weekly.,6.0,13,True,1, 5 | 3,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-04-08 14:48:22,2021-04-08 14:48:22,27.0,,2.0,228.0,2021-04-08 14:48:30,2021.04.08,16.0,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",6.0,12,True,2, 6 | 4,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-04-08 15:00:29,2021-04-08 15:00:28,13.0,,5.0,254.0,2021-04-08 15:00:37,2021.04.08,11.0,A ranked list of awesome python developer tools and libraries. Updated weekly.,1.0,10,True,1, 7 | 5,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-04-05 12:05:59,2021-02-23 01:28:44,13.0,1.0,3.0,140.0,2021-02-23 01:04:31,2021.02.22,7.0,A ranked gallery of awesome streamlit apps built by the community.,3.0,10,True,3, 8 | 6,best-of-react,LukasMasuch/best-of-react,['javascript'],web-dev,https://github.com/LukasMasuch/best-of-react,https://github.com/LukasMasuch/best-of-react,CC-BY-SA-4.0,2021-02-21 12:52:27,2021-04-08 18:20:03,2021-04-08 18:20:02,,,,2.0,2021-04-08 18:20:17,2021.04.08,6.0,A ranked list of awesome React open-source libraries and tools. Updated weekly.,,7,True,3, 9 | 7,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https://github.com/e-tony/best-of-ml-rust,https://github.com/e-tony/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2021-04-05 17:05:33,2021-04-05 17:05:33,,,,3.0,,,,A ranked list of awesome machine learning Rust libraries. Updated weekly.,,6,True,3,1.0 10 | 8,best-of-ml-julia,e-tony/best-of-ml-julia,,data-engineering,https://github.com/e-tony/best-of-ml-julia,https://github.com/e-tony/best-of-ml-julia,CC-BY-SA-4.0,2021-02-09 10:50:31,2021-04-05 14:00:20,2021-04-05 14:00:20,,,,,,,,A ranked list of awesome machine learning Julia libraries. Updated weekly.,,5,True,3, 11 | -------------------------------------------------------------------------------- /history/2021-06-24_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-06-24 14:04:50,2021-06-05 15:52:33,682.0,5.0,13.0,5361,2021-06-05 15:52:41,2021.06.03,25,A ranked list of awesome machine learning Python libraries. Updated weekly.,19.0,15,True,1 3 | 1,best-of-python,ml-tooling/best-of-python,['python'],programming-languages,https://github.com/ml-tooling/best-of-python,https://github.com/ml-tooling/best-of-python,CC-BY-SA-4.0,2021-01-11 19:11:32,2021-06-24 14:38:42,2021-06-05 15:47:47,130.0,2.0,3.0,1661,2021-06-05 15:48:03,2021.06.03,17,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,5.0,13,True,1 4 | 2,best-of-web-python,ml-tooling/best-of-web-python,['python'],web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27,2021-06-24 14:56:56,2021-06-05 15:46:18,84.0,,2.0,1258,2021-06-05 15:46:28,2021.06.03,17,A ranked list of awesome python libraries for web development. Updated weekly.,6.0,13,True,1 5 | 3,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-06-24 14:24:15,2021-06-05 15:48:21,35.0,1.0,2.0,289,2021-06-05 15:48:38,2021.06.03,21,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",7.0,12,True,2 6 | 4,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-06-21 12:13:11,2021-05-03 18:03:14,18.0,1.0,4.0,215,2021-05-03 17:59:01,2021.05.03-17.47,8,A ranked gallery of awesome streamlit apps built by the community.,4.0,11,True,3 7 | 5,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-06-24 14:41:45,2021-06-05 15:47:16,15.0,,5.0,297,2021-06-05 15:47:27,2021.06.03,14,A ranked list of awesome python developer tools and libraries. Updated weekly.,1.0,10,True,1 8 | 6,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https://github.com/e-tony/best-of-ml-rust,https://github.com/e-tony/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2021-06-21 15:00:06,2021-06-21 15:00:06,1.0,,,62,2021-06-21 15:00:18,2021.06.21,19,A ranked list of awesome machine learning Rust libraries.,1.0,8,True,3 9 | 7,best-of-react,LukasMasuch/best-of-react,['javascript'],web-dev,https://github.com/LukasMasuch/best-of-react,https://github.com/LukasMasuch/best-of-react,CC-BY-SA-4.0,2021-02-21 12:52:27,2021-06-24 18:13:11,2021-06-05 15:50:29,,,,6,2021-06-05 15:50:36,2021.06.03,10,A ranked list of awesome React open-source libraries and tools. 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Updated weekly.",7.0,13,,True,2 6 | 4,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-07-05 12:13:33,2021-05-03 18:03:14,20.0,4.0,222,2021-05-03 17:59:01,2021.05.03-17.47,8,A ranked gallery of awesome streamlit apps built by the community.,4.0,12,2.0,True,3 7 | 5,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-07-08 14:49:25,2021-07-05 20:14:44,17.0,5.0,304,2021-07-05 20:14:58,2021.07.01,16,A ranked list of awesome python developer tools and libraries. Updated weekly.,2.0,11,1.0,True,1 8 | 6,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https://github.com/e-tony/best-of-ml-rust,https://github.com/e-tony/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2021-07-05 12:31:07,2021-06-21 15:00:06,1.0,,63,2021-06-21 15:00:18,2021.06.21,19,A ranked list of awesome machine learning Rust libraries.,1.0,8,,True,3 9 | 7,best-of-react,LukasMasuch/best-of-react,['javascript'],web-dev,https://github.com/LukasMasuch/best-of-react,https://github.com/LukasMasuch/best-of-react,CC-BY-SA-4.0,2021-02-21 12:52:27,2021-07-08 18:18:45,2021-07-02 14:19:27,,,8,2021-07-02 14:19:47,2021.07.01,12,A ranked list of awesome React open-source libraries and tools. Updated weekly.,,8,,True,3 10 | 8,best-of-ml-julia,e-tony/best-of-ml-julia,,data-engineering,https://github.com/e-tony/best-of-ml-julia,https://github.com/e-tony/best-of-ml-julia,CC-BY-SA-4.0,2021-02-09 10:50:31,2021-07-05 12:26:09,2021-06-14 16:22:27,,,3,2021-05-10 14:35:56,2021.05.10,3,A ranked list of awesome machine learning Julia libraries.,,8,,True,3 11 | -------------------------------------------------------------------------------- /history/2021-07-15_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-07-15 15:38:14,2021-07-11 15:17:18,698.0,5.0,18.0,5458,2021-07-11 15:17:31,2021.07.08,28,A ranked list of awesome machine learning Python libraries. 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Updated weekly.,6.0,14,True,1 5 | 3,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-07-15 14:44:57,2021-07-11 17:25:15,35.0,,2.0,298,2021-07-11 17:25:24,2021.07.08,24,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",7.0,13,True,2 6 | 4,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-07-12 12:14:14,2021-05-03 18:03:14,20.0,2.0,4.0,227,2021-05-03 17:59:01,2021.05.03-17.47,8,A ranked gallery of awesome streamlit apps built by the community.,4.0,12,True,3 7 | 5,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-07-15 14:52:30,2021-07-11 17:24:56,17.0,1.0,5.0,305,2021-07-11 17:25:03,2021.07.08,17,A ranked list of awesome python developer tools and libraries. Updated weekly.,2.0,11,True,1 8 | 6,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https://github.com/e-tony/best-of-ml-rust,https://github.com/e-tony/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2021-07-12 12:32:08,2021-06-21 15:00:06,1.0,,,63,2021-06-21 15:00:18,2021.06.21,19,A ranked list of awesome machine learning Rust libraries.,1.0,8,True,3 9 | 7,best-of-react,LukasMasuch/best-of-react,['javascript'],web-dev,https://github.com/LukasMasuch/best-of-react,https://github.com/LukasMasuch/best-of-react,CC-BY-SA-4.0,2021-02-21 12:52:27,2021-07-15 18:23:12,2021-07-09 21:08:12,,,,7,2021-07-09 21:08:46,2021.07.09,13,A ranked list of awesome React open-source libraries and tools. Updated weekly.,,8,True,3 10 | 8,best-of-ml-julia,e-tony/best-of-ml-julia,,data-engineering,https://github.com/e-tony/best-of-ml-julia,https://github.com/e-tony/best-of-ml-julia,CC-BY-SA-4.0,2021-02-09 10:50:31,2021-07-12 15:04:48,2021-07-12 15:04:48,,,,3,2021-05-10 14:35:56,2021.05.10,3,A ranked list of awesome machine learning Julia libraries.,,8,True,3 11 | -------------------------------------------------------------------------------- /history/2021-02-25_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing,trending,new_addition 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-02-25 15:38:46,2021-02-18 16:39:52,527.0,3.0,10.0,4236.0,2021-02-18 16:40:16,2021.02.18,15.0,A ranked list of awesome machine learning Python libraries. Updated weekly.,17.0,14,True,1,, 3 | 1,best-of-python,ml-tooling/best-of-python,['python'],programming-languages,https://github.com/ml-tooling/best-of-python,https://github.com/ml-tooling/best-of-python,CC-BY-SA-4.0,2021-01-11 19:11:32,2021-02-25 15:11:42,2021-02-25 15:11:40,90.0,,2.0,1435.0,2021-02-25 15:11:49,2021.02.25,8.0,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,5.0,13,True,1,, 4 | 2,best-of-web-python,ml-tooling/best-of-web-python,['python'],web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27,2021-02-25 15:26:09,2021-02-18 16:33:46,61.0,,2.0,1041.0,2021-02-18 16:33:55,2021.02.18,8.0,A ranked list of awesome python libraries for web development. Updated weekly.,6.0,12,True,1,, 5 | 3,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-02-25 15:12:48,2021-02-25 15:12:48,22.0,,,190.0,2021-02-25 15:12:56,2021.02.25,12.0,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",4.0,12,True,2,1.0, 6 | 4,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-02-25 15:12:18,2021-02-25 15:12:18,8.0,,5.0,199.0,2021-02-25 15:12:27,2021.02.25,7.0,A ranked list of awesome python developer tools and libraries. Updated weekly.,1.0,10,True,1,, 7 | 5,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-02-23 01:28:49,2021-02-23 01:28:44,11.0,,3.0,109.0,2021-02-23 01:04:31,2021.02.22,7.0,A ranked gallery of awesome streamlit apps built by the community.,3.0,10,True,3,1.0, 8 | 6,best-of-react,LukasMasuch/best-of-react,['javascript'],web-dev,https://github.com/LukasMasuch/best-of-react,https://github.com/LukasMasuch/best-of-react,CC-BY-SA-4.0,2021-02-21 12:52:27,2021-02-25 18:16:15,2021-02-21 22:05:36,,,,,2021-02-21 13:54:58,2021.02.21,1.0,A ranked list of awesome React open-source libraries and tools. Updated weekly.,,6,True,3,,True 9 | 7,best-of-ml-julia,e-tony/best-of-ml-julia,,data-engineering,https://github.com/e-tony/best-of-ml-julia,https://github.com/e-tony/best-of-ml-julia,CC-BY-SA-4.0,2021-02-09 10:50:31,2021-02-23 08:01:19,2021-02-23 08:01:19,,,,,,,,A ranked list of awesome machine learning Julia libraries. Updated weekly.,,5,True,3,, 10 | 8,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https://github.com/e-tony/best-of-ml-rust,https://github.com/e-tony/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2021-02-24 12:09:43,2021-02-24 12:09:43,,,,,,,,A ranked list of awesome machine learning Rust libraries. Updated weekly.,,5,True,3,, 11 | -------------------------------------------------------------------------------- /.github/CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- 1 | # Contributor Covenant Code of Conduct 2 | 3 | ## Our Pledge 4 | 5 | In the interest of fostering an open and welcoming environment, we as 6 | contributors and maintainers pledge to making participation in our project and 7 | our community a harassment-free experience for everyone, regardless of age, body 8 | size, disability, ethnicity, sex characteristics, gender identity and expression, 9 | level of experience, education, socio-economic status, nationality, personal 10 | appearance, race, religion, or sexual identity and orientation. 11 | 12 | ## Our Standards 13 | 14 | Examples of behavior that contributes to creating a positive environment 15 | include: 16 | 17 | * Using welcoming and inclusive language 18 | * Being respectful of differing viewpoints and experiences 19 | * Gracefully accepting constructive criticism 20 | * Focusing on what is best for the community 21 | * Showing empathy towards other community members 22 | 23 | Examples of unacceptable behavior by participants include: 24 | 25 | * The use of sexualized language or imagery and unwelcome sexual attention or 26 | advances 27 | * Trolling, insulting/derogatory comments, and personal or political attacks 28 | * Public or private harassment 29 | * Publishing others' private information, such as a physical or electronic 30 | address, without explicit permission 31 | * Other conduct which could reasonably be considered inappropriate in a 32 | professional setting 33 | 34 | ## Our Responsibilities 35 | 36 | Project maintainers are responsible for clarifying the standards of acceptable 37 | behavior and are expected to take appropriate and fair corrective action in 38 | response to any instances of unacceptable behavior. 39 | 40 | Project maintainers have the right and responsibility to remove, edit, or 41 | reject comments, commits, code, wiki edits, issues, and other contributions 42 | that are not aligned to this Code of Conduct, or to ban temporarily or 43 | permanently any contributor for other behaviors that they deem inappropriate, 44 | threatening, offensive, or harmful. 45 | 46 | ## Scope 47 | 48 | This Code of Conduct applies both within project spaces and in public spaces 49 | when an individual is representing the project or its community. Examples of 50 | representing a project or community include using an official project e-mail 51 | address, posting via an official social media account, or acting as an appointed 52 | representative at an online or offline event. Representation of a project may be 53 | further defined and clarified by project maintainers. 54 | 55 | ## Enforcement 56 | 57 | Instances of abusive, harassing, or otherwise unacceptable behavior may be 58 | reported by contacting the project team at team@mltooling.org. All 59 | complaints will be reviewed and investigated and will result in a response that 60 | is deemed necessary and appropriate to the circumstances. The project team is 61 | obligated to maintain confidentiality with regard to the reporter of an incident. 62 | Further details of specific enforcement policies may be posted separately. 63 | 64 | Project maintainers who do not follow or enforce the Code of Conduct in good 65 | faith may face temporary or permanent repercussions as determined by other 66 | members of the project's leadership. 67 | 68 | ## Attribution 69 | 70 | This Code of Conduct is adapted from the [Contributor Covenant][homepage], version 1.4, 71 | available at https://www.contributor-covenant.org/version/1/4/code-of-conduct.html 72 | 73 | [homepage]: https://www.contributor-covenant.org 74 | 75 | For answers to common questions about this code of conduct, see 76 | https://www.contributor-covenant.org/faq -------------------------------------------------------------------------------- /history/2021-07-01_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,open_issue_count,show,projectrank_placing,trending 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-07-01 15:41:20,2021-06-29 14:46:55,697.0,18.0,5394,2021-06-28 20:34:26,2021.06.24,26,A ranked list of awesome machine learning Python libraries. Updated weekly.,19.0,15,5.0,True,1, 3 | 1,best-of-python,ml-tooling/best-of-python,['python'],programming-languages,https://github.com/ml-tooling/best-of-python,https://github.com/ml-tooling/best-of-python,CC-BY-SA-4.0,2021-01-11 19:11:32,2021-07-01 15:08:31,2021-06-29 14:46:42,134.0,4.0,1667,2021-06-28 20:36:01,2021.05.27,19,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,5.0,14,1.0,True,1,1.0 4 | 2,best-of-web-python,ml-tooling/best-of-web-python,['python'],web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27,2021-07-01 15:38:34,2021-06-29 14:49:52,84.0,2.0,1270,2021-06-28 20:36:48,2021.06.24,18,A ranked list of awesome python libraries for web development. Updated weekly.,6.0,14,,True,1,1.0 5 | 3,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-07-01 14:48:09,2021-06-29 00:24:38,35.0,2.0,293,2021-06-28 20:39:34,2021.06.24,22,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",7.0,13,,True,2,1.0 6 | 4,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-06-28 12:09:18,2021-05-03 18:03:14,19.0,4.0,217,2021-05-03 17:59:01,2021.05.03-17.47,8,A ranked gallery of awesome streamlit apps built by the community.,4.0,12,2.0,True,3,1.0 7 | 5,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-07-01 14:57:23,2021-06-29 13:26:42,17.0,5.0,299,2021-06-28 20:38:04,2021.06.24,15,A ranked list of awesome python developer tools and libraries. Updated weekly.,2.0,11,1.0,True,1,1.0 8 | 6,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https://github.com/e-tony/best-of-ml-rust,https://github.com/e-tony/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2021-06-28 12:18:28,2021-06-21 15:00:06,1.0,,63,2021-06-21 15:00:18,2021.06.21,19,A ranked list of awesome machine learning Rust libraries.,1.0,8,,True,3, 9 | 7,best-of-react,LukasMasuch/best-of-react,['javascript'],web-dev,https://github.com/LukasMasuch/best-of-react,https://github.com/LukasMasuch/best-of-react,CC-BY-SA-4.0,2021-02-21 12:52:27,2021-07-01 18:19:23,2021-06-28 20:44:08,,,6,2021-06-28 20:44:30,2021.06.24,11,A ranked list of awesome React open-source libraries and tools. 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Updated weekly.,,9,,True,3,1.0 10 | 8,best-of-ml-julia,e-tony/best-of-ml-julia,,data-engineering,https://github.com/e-tony/best-of-ml-julia,https://github.com/e-tony/best-of-ml-julia,CC-BY-SA-4.0,2021-02-09 10:50:31,2021-08-16 12:32:16,2021-07-12 15:04:48,,,3,2021-05-10 14:35:56,2021.05.10,3,A ranked list of awesome machine learning Julia libraries.,,9,,True,3,1.0 11 | -------------------------------------------------------------------------------- /history/2021-04-22_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing,trending 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-04-22 17:58:42,2021-04-22 17:58:41,584.0,3.0,12.0,4717.0,2021-04-22 17:22:51,2021.04.22,22.0,A ranked list of awesome machine learning Python libraries. 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Updated weekly.,6.0,13,True,1, 5 | 3,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-04-22 17:26:20,2021-04-22 17:26:19,27.0,,2.0,242.0,2021-04-22 17:26:05,2021.04.22,18.0,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). 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Updated weekly.,,7,True,3, 10 | 8,best-of-ml-julia,e-tony/best-of-ml-julia,,data-engineering,https://github.com/e-tony/best-of-ml-julia,https://github.com/e-tony/best-of-ml-julia,CC-BY-SA-4.0,2021-02-09 10:50:31,2021-04-19 13:11:05,2021-04-19 13:11:05,,,,,,,,A ranked list of awesome machine learning Julia libraries. Updated weekly.,,5,True,3, 11 | -------------------------------------------------------------------------------- /history/2021-04-29_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing,trending 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-04-29 16:30:15,2021-04-29 16:30:14,598.0,3.0,12.0,4824.0,2021-04-29 16:30:22,2021.04.29,23,A ranked list of awesome machine learning Python libraries. 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Updated weekly.,6.0,13,True,1, 5 | 3,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-04-29 16:27:41,2021-04-29 16:27:41,31.0,,2.0,253.0,2021-04-29 16:25:48,2021.04.29,19,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",7.0,12,True,2, 6 | 4,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-04-26 12:04:54,2021-02-23 01:28:44,16.0,,4.0,155.0,2021-02-23 01:04:31,2021.02.22,7,A ranked gallery of awesome streamlit apps built by the community.,3.0,11,True,3, 7 | 5,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-04-29 16:32:34,2021-04-29 16:32:33,13.0,,5.0,270.0,2021-04-29 16:32:45,2021.04.29,12,A ranked list of awesome python developer tools and libraries. Updated weekly.,1.0,10,True,1, 8 | 6,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https://github.com/e-tony/best-of-ml-rust,https://github.com/e-tony/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2021-04-29 11:20:15,2021-04-29 11:20:15,1.0,,,52.0,2021-04-26 12:25:02,2021.04.26,14,A ranked list of awesome machine learning Rust libraries. Updated weekly.,1.0,8,True,3, 9 | 7,best-of-react,LukasMasuch/best-of-react,['javascript'],web-dev,https://github.com/LukasMasuch/best-of-react,https://github.com/LukasMasuch/best-of-react,CC-BY-SA-4.0,2021-02-21 12:52:27,2021-04-29 18:23:08,2021-04-29 18:23:07,,,,3.0,2021-04-29 18:23:16,2021.04.29,8,A ranked list of awesome React open-source libraries and tools. Updated weekly.,,8,True,3,1.0 10 | 8,best-of-ml-julia,e-tony/best-of-ml-julia,,data-engineering,https://github.com/e-tony/best-of-ml-julia,https://github.com/e-tony/best-of-ml-julia,CC-BY-SA-4.0,2021-02-09 10:50:31,2021-04-26 12:25:48,2021-04-26 12:25:47,,,,,2021-04-26 12:26:00,2021.04.26,1,A ranked list of awesome machine learning Julia libraries. Updated weekly.,,6,True,3,1.0 11 | -------------------------------------------------------------------------------- /history/2021-05-13_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing,trending 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-05-13 16:11:57,2021-05-01 13:05:54,652.0,2.0,13.0,5153,2021-04-29 16:30:22,2021.04.29,23,A ranked list of awesome machine learning Python libraries. 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Updated weekly.,6.0,13,True,1, 5 | 3,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-05-13 14:58:43,2021-04-29 16:27:41,35.0,1.0,2.0,272,2021-04-29 16:25:48,2021.04.29,19,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",7.0,12,True,2, 6 | 4,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-05-10 12:12:02,2021-05-03 18:03:14,17.0,1.0,4.0,180,2021-05-03 17:59:01,2021.05.03-17.47,8,A ranked gallery of awesome streamlit apps built by the community.,4.0,11,True,3, 7 | 5,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-05-13 15:02:37,2021-04-29 16:32:33,13.0,,5.0,281,2021-04-29 16:32:45,2021.04.29,12,A ranked list of awesome python developer tools and libraries. Updated weekly.,1.0,10,True,1, 8 | 6,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https://github.com/e-tony/best-of-ml-rust,https://github.com/e-tony/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2021-05-12 18:54:43,2021-05-12 18:54:43,1.0,,,57,2021-05-10 14:36:34,2021.05.10,16,A ranked list of awesome machine learning Rust libraries. Updated weekly.,1.0,8,True,3, 9 | 7,best-of-react,LukasMasuch/best-of-react,['javascript'],web-dev,https://github.com/LukasMasuch/best-of-react,https://github.com/LukasMasuch/best-of-react,CC-BY-SA-4.0,2021-02-21 12:52:27,2021-05-13 18:35:30,2021-04-29 18:23:07,,,,4,2021-04-29 18:23:16,2021.04.29,8,A ranked list of awesome React open-source libraries and tools. Updated weekly.,,8,True,3, 10 | 8,best-of-ml-julia,e-tony/best-of-ml-julia,,data-engineering,https://github.com/e-tony/best-of-ml-julia,https://github.com/e-tony/best-of-ml-julia,CC-BY-SA-4.0,2021-02-09 10:50:31,2021-05-10 14:35:34,2021-05-10 14:35:33,,,,1,2021-05-10 14:35:56,2021.05.10,3,A ranked list of awesome machine learning Julia libraries. Updated weekly.,,7,True,3,1.0 11 | -------------------------------------------------------------------------------- /history/2021-11-17_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing,trending,updated_github_id 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-11-11 15:34:12,2021-09-01 13:57:57,766.0,5.0,19.0,5899,2021-09-01 13:58:05,2021.08.26,31,A ranked list of awesome machine learning Python libraries. 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Updated weekly.,1,10,True,3,, 9 | 7,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https://github.com/e-tornike/best-of-ml-rust,https://github.com/e-tornike/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2021-12-20 12:36:23,2021-12-13 12:42:57,1.0,,,75,2021-10-04 12:57:04,2021.10.04,23,A ranked list of awesome machine learning Rust libraries.,2,9,True,3,,e-tornike/best-of-ml-rust 10 | 8,best-of-ml-julia,e-tony/best-of-ml-julia,,data-engineering,https://github.com/e-tornike/best-of-ml-julia,https://github.com/e-tornike/best-of-ml-julia,CC-BY-SA-4.0,2021-02-09 10:50:31,2021-11-15 12:28:02,2021-09-16 07:59:38,,,,4,2021-05-10 14:35:56,2021.05.10,3,A ranked list of awesome machine learning Julia libraries.,2,7,True,3,,e-tornike/best-of-ml-julia 11 | -------------------------------------------------------------------------------- /history/2022-01-06_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing,trending,updated_github_id 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2022-01-06 15:30:48,2022-01-02 21:19:00,801.0,5.0,20.0,6144,2022-01-02 21:19:12,2021.12.30,35,A ranked list of awesome machine learning Python libraries. 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Updated weekly.,2,12,True,1,, 7 | 5,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2022-01-04 15:29:32,2021-05-03 18:03:14,38.0,14.0,4.0,337,2021-05-03 17:59:01,2021.05.03-17.47,8,A ranked gallery of awesome streamlit apps built by the community.,4,12,True,3,1.0, 8 | 6,best-of-react,LukasMasuch/best-of-react,['javascript'],web-dev,https://github.com/LukasMasuch/best-of-react,https://github.com/LukasMasuch/best-of-react,CC-BY-SA-4.0,2021-02-21 12:52:27,2022-01-06 15:26:21,2021-12-30 16:45:55,1.0,1.0,,29,2021-12-30 16:46:03,2021.12.30,23,A ranked list of awesome React open-source libraries and tools. Updated weekly.,1,10,True,3,, 9 | 7,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https://github.com/e-tornike/best-of-ml-rust,https://github.com/e-tornike/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2022-01-03 12:35:48,2021-12-13 12:42:57,1.0,,,77,2021-10-04 12:57:04,2021.10.04,23,A ranked list of awesome machine learning Rust libraries.,2,9,True,3,,e-tornike/best-of-ml-rust 10 | 8,best-of-ml-julia,e-tony/best-of-ml-julia,,data-engineering,https://github.com/e-tornike/best-of-ml-julia,https://github.com/e-tornike/best-of-ml-julia,CC-BY-SA-4.0,2021-02-09 10:50:31,2021-11-15 12:28:02,2021-09-16 07:59:38,,,,4,2021-05-10 14:35:56,2021.05.10,3,A ranked list of awesome machine learning Julia libraries.,2,7,True,3,,e-tornike/best-of-ml-julia 11 | -------------------------------------------------------------------------------- /history/2021-12-02_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,open_issue_count,show,projectrank_placing,trending,updated_github_id 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-12-02 15:44:39,2021-11-17 19:23:22,773.0,20.0,5976,2021-11-17 19:23:38,2021.11.17,32,A ranked list of awesome machine learning Python libraries. Updated weekly.,20,16,5.0,True,1,1.0, 3 | 1,best-of-python,ml-tooling/best-of-python,['python'],programming-languages,https://github.com/ml-tooling/best-of-python,https://github.com/ml-tooling/best-of-python,CC-BY-SA-4.0,2021-01-11 19:11:32,2021-12-02 13:36:56,2021-11-25 16:35:52,136.0,4.0,1841,2021-11-25 16:35:58,2021.11.25,25,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,5,15,,True,1,1.0, 4 | 2,best-of-web-python,ml-tooling/best-of-web-python,['python'],web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27,2021-12-02 16:44:08,2021-11-17 18:43:57,93.0,2.0,1378,2021-11-17 18:45:05,2021.11.17,23,A ranked list of awesome python libraries for web development. Updated weekly.,7,15,4.0,True,1,1.0, 5 | 3,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-12-02 14:43:21,2021-11-25 16:36:19,40.0,2.0,356,2021-11-25 16:36:38,2021.11.25,28,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",8,14,6.0,True,2,1.0, 6 | 4,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-12-02 14:49:41,2021-11-17 18:12:57,18.0,5.0,377,2021-11-17 18:13:15,2021.11.17,20,A ranked list of awesome python developer tools and libraries. Updated weekly.,2,12,1.0,True,1,1.0, 7 | 5,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-08-16 12:16:27,2021-05-03 18:03:14,32.0,4.0,315,2021-05-03 17:59:01,2021.05.03-17.47,8,A ranked gallery of awesome streamlit apps built by the community.,4,11,14.0,True,3,, 8 | 6,best-of-react,LukasMasuch/best-of-react,['javascript'],web-dev,https://github.com/LukasMasuch/best-of-react,https://github.com/LukasMasuch/best-of-react,CC-BY-SA-4.0,2021-02-21 12:52:27,2021-12-02 15:27:21,2021-11-25 16:34:53,1.0,,21,2021-11-25 16:35:34,2021.11.25,18,A ranked list of awesome React open-source libraries and tools. Updated weekly.,1,10,1.0,True,3,, 9 | 7,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https://github.com/e-tornike/best-of-ml-rust,https://github.com/e-tornike/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2021-11-29 12:34:13,2021-11-23 09:21:48,1.0,,75,2021-10-04 12:57:04,2021.10.04,23,A ranked list of awesome machine learning Rust libraries.,2,9,,True,3,,e-tornike/best-of-ml-rust 10 | 8,best-of-ml-julia,e-tony/best-of-ml-julia,,data-engineering,https://github.com/e-tornike/best-of-ml-julia,https://github.com/e-tornike/best-of-ml-julia,CC-BY-SA-4.0,2021-02-09 10:50:31,2021-11-15 12:28:02,2021-09-16 07:59:38,,,4,2021-05-10 14:35:56,2021.05.10,3,A ranked list of awesome machine learning Julia libraries.,2,7,,True,3,,e-tornike/best-of-ml-julia 11 | -------------------------------------------------------------------------------- /history/2021-12-16_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing,trending,updated_github_id 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-12-16 15:06:38,2021-12-09 21:00:21,787.0,5.0,20.0,6051,2021-12-09 21:00:40,2021.12.09,34,A ranked list of awesome machine learning Python libraries. Updated weekly.,20,15,True,1,, 3 | 1,best-of-python,ml-tooling/best-of-python,['python'],programming-languages,https://github.com/ml-tooling/best-of-python,https://github.com/ml-tooling/best-of-python,CC-BY-SA-4.0,2021-01-11 19:11:32,2021-12-16 13:44:40,2021-12-16 13:44:40,137.0,,4.0,1866,2021-12-16 13:44:46,2021.12.16,27,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,5,15,True,1,1.0, 4 | 2,best-of-web-python,ml-tooling/best-of-web-python,['python'],web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27,2021-12-16 16:34:27,2021-12-09 17:23:25,92.0,4.0,2.0,1383,2021-12-09 17:23:42,2021.12.09,25,A ranked list of awesome python libraries for web development. Updated weekly.,7,14,True,1,, 5 | 3,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-12-16 15:21:14,2021-12-16 15:21:13,40.0,6.0,2.0,364,2021-12-16 15:21:19,2021.12.16,31,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",8,14,True,2,1.0, 6 | 4,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-12-16 15:21:00,2021-12-16 15:20:58,17.0,1.0,5.0,378,2021-12-16 15:21:05,2021.12.16,23,A ranked list of awesome python developer tools and libraries. Updated weekly.,2,12,True,1,1.0, 7 | 5,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-08-16 12:16:27,2021-05-03 18:03:14,34.0,14.0,4.0,322,2021-05-03 17:59:01,2021.05.03-17.47,8,A ranked gallery of awesome streamlit apps built by the community.,4,11,True,3,, 8 | 6,best-of-react,LukasMasuch/best-of-react,['javascript'],web-dev,https://github.com/LukasMasuch/best-of-react,https://github.com/LukasMasuch/best-of-react,CC-BY-SA-4.0,2021-02-21 12:52:27,2021-12-16 15:21:26,2021-12-16 15:21:25,1.0,1.0,,22,2021-12-16 15:21:37,2021.12.16,21,A ranked list of awesome React open-source libraries and tools. Updated weekly.,1,10,True,3,1.0, 9 | 7,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https://github.com/e-tornike/best-of-ml-rust,https://github.com/e-tornike/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2021-12-13 12:42:57,2021-12-13 12:42:57,1.0,,,75,2021-10-04 12:57:04,2021.10.04,23,A ranked list of awesome machine learning Rust libraries.,2,9,True,3,,e-tornike/best-of-ml-rust 10 | 8,best-of-ml-julia,e-tony/best-of-ml-julia,,data-engineering,https://github.com/e-tornike/best-of-ml-julia,https://github.com/e-tornike/best-of-ml-julia,CC-BY-SA-4.0,2021-02-09 10:50:31,2021-11-15 12:28:02,2021-09-16 07:59:38,,,,4,2021-05-10 14:35:56,2021.05.10,3,A ranked list of awesome machine learning Julia libraries.,2,7,True,3,,e-tornike/best-of-ml-julia 11 | -------------------------------------------------------------------------------- /history/2021-12-09_projects.csv: -------------------------------------------------------------------------------- 1 | ,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,contributor_count,projectrank,show,projectrank_placing,trending,updated_github_id 2 | 0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-12-09 15:11:24,2021-12-03 00:01:31,782.0,5.0,20.0,6037,2021-12-03 00:01:50,2021.12.02,33,A ranked list of awesome machine learning Python libraries. 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Updated weekly.,7,15,True,1,, 5 | 3,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2022-01-06 18:52:31,2022-01-06 18:52:30,95,19.0,40.0,16,66,6.0,2.0,372,2022-01-06 18:52:38,2022.01.06,34,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",8,13,True,2,-1.0, 6 | 4,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2022-01-06 18:52:58,2022-01-06 18:52:58,83,15.0,18.0,16,59,1.0,5.0,383,2022-01-06 18:53:07,2022.01.06,26,A ranked list of awesome python developer tools and libraries. Updated weekly.,2,12,True,1,, 7 | 5,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2022-01-04 15:29:32,2021-05-03 18:03:14,111,,38.0,12,48,14.0,4.0,337,2021-05-03 17:59:01,2021.05.03-17.47,8,A ranked gallery of awesome streamlit apps built by the community.,4,12,True,3,, 8 | 6,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https://github.com/e-tornike/best-of-ml-rust,https://github.com/e-tornike/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2022-01-03 12:35:48,2021-12-13 12:42:57,127,12.0,1.0,8,50,,,77,2021-10-04 12:57:04,2021.10.04,23,A ranked list of awesome machine learning Rust libraries.,2,10,True,3,1.0,e-tornike/best-of-ml-rust 9 | 7,best-of-react,LukasMasuch/best-of-react,['javascript'],web-dev,https://github.com/LukasMasuch/best-of-react,https://github.com/LukasMasuch/best-of-react,CC-BY-SA-4.0,2021-02-21 12:52:27,2022-01-06 18:53:17,2022-01-06 18:53:16,91,19.0,1.0,3,47,1.0,,30,2022-01-06 18:53:24,2022.01.06,24,A ranked list of awesome React open-source libraries and tools. 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Updated weekly.,20.0,20,5.0,True,1, 3 | 1,best-of-python,ml-tooling/best-of-python,['python'],programming-languages,https://github.com/ml-tooling/best-of-python,https://github.com/ml-tooling/best-of-python,CC-BY-SA-4.0,2021-01-11 19:11:32,2022-01-27 15:02:20,2022-01-27 15:02:18,116,31.0,139.0,68,66,4.0,1947,2022-01-27 15:02:25,2022.01.27,34,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,6.0,16,,True,1, 4 | 2,best-of-web-python,ml-tooling/best-of-web-python,['python'],web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27,2022-01-27 16:34:15,2022-01-20 18:53:32,108,26.0,91.0,49,69,2.0,1416,2022-01-20 18:53:39,2022.01.20,31,A ranked list of awesome python libraries for web development. Updated weekly.,7.0,15,4.0,True,1, 5 | 3,best-of-jupyter,ml-tooling/best-of-jupyter,['python'],data-engineering,https://github.com/ml-tooling/best-of-jupyter,https://github.com/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2022-01-27 14:25:10,2022-01-20 18:52:41,106,30.0,39.0,16,70,2.0,372,2022-01-20 18:52:50,2022.01.20,36,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",8.0,13,6.0,True,2, 6 | 4,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2022-01-27 14:37:49,2022-01-20 18:52:59,93,25.0,20.0,17,63,5.0,401,2022-01-20 18:53:07,2022.01.20,29,A ranked list of awesome python developer tools and libraries. Updated weekly.,2.0,12,1.0,True,1, 7 | 5,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https://github.com/jrieke/best-of-streamlit,https://github.com/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2022-01-04 15:29:32,2021-05-03 18:03:14,111,,40.0,12,48,4.0,347,2021-05-03 17:59:01,2021.05.03-17.47,8,A ranked gallery of awesome streamlit apps built by the community.,4.0,12,14.0,True,3, 8 | 6,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https://github.com/e-tornike/best-of-ml-rust,https://github.com/e-tornike/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2022-01-24 19:09:18,2022-01-24 19:09:18,130,12.0,1.0,9,53,,79,2021-10-04 12:57:04,2021.10.04,23,A ranked list of awesome machine learning Rust libraries.,2.0,10,,True,3,e-tornike/best-of-ml-rust 9 | 7,best-of-react,lukasmasuch/best-of-react,['javascript'],web-dev,https://github.com/LukasMasuch/best-of-react,https://github.com/LukasMasuch/best-of-react,CC-BY-SA-4.0,2021-02-21 12:52:27,2022-01-27 15:30:32,2022-01-20 18:53:16,133,61.0,1.0,2,57,,32,2022-01-20 18:53:24,2022.01.20,28,A ranked list of awesome React open-source libraries and tools. Updated weekly.,1.0,10,1.0,True,3, 10 | 8,best-of-crypto,lukasmasuch/best-of-crypto,,blockchain,https://github.com/LukasMasuch/best-of-crypto,https://github.com/LukasMasuch/best-of-crypto,CC-BY-SA-4.0,2022-01-08 21:25:33,2022-01-26 21:20:03,2022-01-26 21:20:01,37,37.0,1.0,1,9,,4,2022-01-26 21:21:49,2022.01.26,3,A ranked list of awesome open-source crypto projects. Updated weekly.,,8,,True,1, 11 | 9,best-of-ml-julia,e-tony/best-of-ml-julia,,data-engineering,https://github.com/e-tornike/best-of-ml-julia,https://github.com/e-tornike/best-of-ml-julia,CC-BY-SA-4.0,2021-02-09 10:50:31,2021-11-15 12:28:02,2021-09-16 07:59:38,44,,,2,38,,5,2021-05-10 14:35:56,2021.05.10,3,A ranked list of awesome machine learning Julia libraries.,2.0,6,,True,3,e-tornike/best-of-ml-julia 12 | --------------------------------------------------------------------------------