From 397fafd2a28585a3f03d180a27c4f32c0c38ae6a Mon Sep 17 00:00:00 2001
From: LukasMasuch
Date: Thu, 6 Jun 2024 18:26:37 +0000
Subject: [PATCH] Update best-of list for version 2024.06.06
---
README.md | 42 ++++++++++++++++-----------------
history/2024-06-06_changes.md | 6 +++++
history/2024-06-06_projects.csv | 22 +++++++++++++++++
latest-changes.md | 7 +++---
4 files changed, 52 insertions(+), 25 deletions(-)
create mode 100644 history/2024-06-06_changes.md
create mode 100644 history/2024-06-06_projects.csv
diff --git a/README.md b/README.md
index 4a9dbb9..a1ca61b 100644
--- a/README.md
+++ b/README.md
@@ -15,7 +15,7 @@
-This curated list contains 21 best-of lists with a total of 28K stars grouped into 8 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!
+This curated list contains 21 best-of lists with a total of 29K stars grouped into 8 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!
> 🧙♂️ 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).
@@ -58,23 +58,23 @@ _Best-of lists about machine learning, data engieering, data science, or other t
best-of-ml-python (🥇23 · ⭐ 16K) - A ranked list of awesome machine learning Python libraries... ![](https://www.python.org/static/favicon.ico)
-- [GitHub](https://github.com/ml-tooling/best-of-ml-python) (👨💻 45 · 🔀 2.3K · 📋 59 - 42% open · ⏱️ 30.05.2024):
+- [GitHub](https://github.com/ml-tooling/best-of-ml-python) (👨💻 45 · 🔀 2.3K · 📋 59 - 42% open · ⏱️ 06.06.2024):
```
git clone https://github.com/ml-tooling/best-of-ml-python
```
-best-of-jupyter (🥈16 · ⭐ 860) - A ranked list of awesome Jupyter Notebook, Hub and Lab projects.. ![](https://www.python.org/static/favicon.ico)
+best-of-jupyter (🥈16 · ⭐ 870) - A ranked list of awesome Jupyter Notebook, Hub and Lab projects.. ![](https://www.python.org/static/favicon.ico)
-- [GitHub](https://github.com/ml-tooling/best-of-jupyter) (👨💻 13 · 🔀 76 · 📋 5 - 40% open · ⏱️ 30.05.2024):
+- [GitHub](https://github.com/ml-tooling/best-of-jupyter) (👨💻 13 · 🔀 76 · 📋 5 - 40% open · ⏱️ 06.06.2024):
```
git clone https://github.com/ml-tooling/best-of-jupyter
```
-awesome-gpts (🥈14 · ⭐ 1.2K · 🐣) - Collection of all the GPTs created by the community. ![](https://www.python.org/static/favicon.ico)
+awesome-gpts (🥈14 · ⭐ 1.2K) - Collection of all the GPTs created by the community. ![](https://www.python.org/static/favicon.ico)
-- [GitHub](https://github.com/taranjeet/awesome-gpts) (👨💻 28 · 🔀 81 · 📋 46 - 6% open · ⏱️ 06.12.2023):
+- [GitHub](https://github.com/taranjeet/awesome-gpts) (👨💻 28 · 🔀 82 · 📋 46 - 6% open · ⏱️ 06.12.2023):
```
git clone https://github.com/taranjeet/awesome-gpts
@@ -103,29 +103,29 @@ _Best-of lists about react, vue, angular, html5, css, or other topics related to
best-of-web-python (🥇18 · ⭐ 2.2K) - A ranked list of awesome python libraries for web.. ![](https://www.python.org/static/favicon.ico)
-- [GitHub](https://github.com/ml-tooling/best-of-web-python) (👨💻 16 · 🔀 160 · ⏱️ 23.05.2024):
+- [GitHub](https://github.com/ml-tooling/best-of-web-python) (👨💻 16 · 🔀 160 · ⏱️ 30.05.2024):
```
git clone https://github.com/ml-tooling/best-of-web-python
```
-best-of-react (🥈14 · ⭐ 690) - A ranked list of awesome React open-source libraries and tools... ![](https://cdn.icon-icons.com/icons2/2108/PNG/512/javascript_icon_130900.png)
+best-of-react (🥈14 · ⭐ 700) - A ranked list of awesome React open-source libraries and tools... ![](https://cdn.icon-icons.com/icons2/2108/PNG/512/javascript_icon_130900.png)
-- [GitHub](https://github.com/LukasMasuch/best-of-react) (👨💻 6 · 🔀 76 · 📋 3 - 33% open · ⏱️ 30.05.2024):
+- [GitHub](https://github.com/LukasMasuch/best-of-react) (👨💻 6 · 🔀 77 · 📋 3 - 33% open · ⏱️ 06.06.2024):
```
git clone https://github.com/lukasmasuch/best-of-react
```
-best-of-django (🥉9 · ⭐ 18 · 📈) - A ranked list of awesome Django related Python packages. ![](https://www.python.org/static/favicon.ico)
+best-of-django (🥉9 · ⭐ 21) - A ranked list of awesome Django related Python packages. ![](https://www.python.org/static/favicon.ico)
-- [GitHub](https://github.com/fkromer/best-of-django) (⏱️ 28.05.2024):
+- [GitHub](https://github.com/fkromer/best-of-django) (👨💻 1 · ⏱️ 01.06.2024):
```
git clone https://github.com/fkromer/best-of-django
```
-best-of-fastapi (🥉6 · ⭐ 9 · 📈) - List of automatically rated Python packages for FastAPI. ![](https://www.python.org/static/favicon.ico)
+best-of-fastapi (🥉5 · ⭐ 9 · 📉) - List of automatically rated Python packages for FastAPI. ![](https://www.python.org/static/favicon.ico)
- [GitHub](https://github.com/fkromer/best-of-fastapi) (👨💻 2 · ⏱️ 30.05.2024):
@@ -173,9 +173,9 @@ _Best-of lists about tools & libraries to help with software development._
_Best-of lists about documentations & tools to create documentations._
-best-of-mkdocs (🥇15 · ⭐ 860) - A list of awesome MkDocs projects and plugins.
+best-of-mkdocs (🥇15 · ⭐ 870) - A list of awesome MkDocs projects and plugins.
-- [GitHub](https://github.com/mkdocs/catalog) (👨💻 32 · 🔀 47 · 📋 21 - 9% open · ⏱️ 25.05.2024):
+- [GitHub](https://github.com/mkdocs/catalog) (👨💻 32 · 🔀 49 · 📋 21 - 9% open · ⏱️ 06.06.2024):
```
git clone https://github.com/mkdocs/catalog
@@ -183,7 +183,7 @@ _Best-of lists about documentations & tools to create documentations._
best-of-digital-gardens (🥉12 · ⭐ 320) - Ranked list of awesome digital gardens / second brains.
-- [GitHub](https://github.com/lyz-code/best-of-digital-gardens) (👨💻 16 · 🔀 19 · ⏱️ 29.05.2024):
+- [GitHub](https://github.com/lyz-code/best-of-digital-gardens) (👨💻 16 · 🔀 19 · ⏱️ 05.06.2024):
```
git clone https://github.com/lyz-code/best-of-digital-gardens
@@ -199,7 +199,7 @@ _Best-of lists with general overviews on tools & libraries for a specific progra
best-of-python (🥇18 · ⭐ 3.5K) - A ranked list of awesome Python open-source libraries and tools... ![](https://www.python.org/static/favicon.ico)
-- [GitHub](https://github.com/ml-tooling/best-of-python) (👨💻 12 · 🔀 240 · 📋 11 - 54% open · ⏱️ 30.05.2024):
+- [GitHub](https://github.com/ml-tooling/best-of-python) (👨💻 12 · 🔀 240 · 📋 11 - 54% open · ⏱️ 06.06.2024):
```
git clone https://github.com/ml-tooling/best-of-python
@@ -207,7 +207,7 @@ _Best-of lists with general overviews on tools & libraries for a specific progra
best-of-scala (🥉14 · ⭐ 220) - A ranked list of awesome Scala projects. Updated weekly.
-- [GitHub](https://github.com/stkeky/best-of-scala) (👨💻 13 · 🔀 21 · 📋 12 - 25% open · ⏱️ 27.05.2024):
+- [GitHub](https://github.com/stkeky/best-of-scala) (👨💻 13 · 🔀 21 · 📋 12 - 25% open · ⏱️ 31.05.2024):
```
git clone https://github.com/stkeky/best-of-scala
@@ -223,7 +223,7 @@ _Best-of lists about internet, browsers, services, standards, identity and digit
best-of-digital-identity (🥇13 · ⭐ 60) - A ranked list of awesome Digital Identity open source..
-- [GitHub](https://github.com/jruizaranguren/best-of-digital-identity) (👨💻 4 · 🔀 5 · ⏱️ 23.05.2024):
+- [GitHub](https://github.com/jruizaranguren/best-of-digital-identity) (👨💻 4 · 🔀 5 · ⏱️ 31.05.2024):
```
git clone https://github.com/jruizaranguren/best-of-digital-identity
@@ -239,7 +239,7 @@ _Best-of lists about cryptocurrencies, bitcoin, ethereum, or other topics relate
best-of-crypto (🥇15 · ⭐ 230) - A ranked list of awesome open-source crypto projects. Updated weekly.
-- [GitHub](https://github.com/LukasMasuch/best-of-crypto) (👨💻 5 · 🔀 50 · ⏱️ 29.05.2024):
+- [GitHub](https://github.com/LukasMasuch/best-of-crypto) (👨💻 5 · 🔀 51 · ⏱️ 05.06.2024):
```
git clone https://github.com/lukasmasuch/best-of-crypto
@@ -253,7 +253,7 @@ _Best-of lists about cryptocurrencies, bitcoin, ethereum, or other topics relate
best-of-ps (🥇14 · ⭐ 130) - A weekly updated ranked list of popular open-source libraries and tools for..
-- [GitHub](https://github.com/jinningwang/best-of-ps) (👨💻 5 · 🔀 20 · 📋 6 - 33% open · ⏱️ 24.05.2024):
+- [GitHub](https://github.com/jinningwang/best-of-ps) (👨💻 5 · 🔀 20 · 📋 6 - 33% open · ⏱️ 03.06.2024):
```
git clone https://github.com/jinningwang/best-of-ps
@@ -261,7 +261,7 @@ _Best-of lists about cryptocurrencies, bitcoin, ethereum, or other topics relate
thumbor/awesome-thumbor (🥉12 · ⭐ 48) - Everything thumbor, awesomely curated & updated weekly.
-- [GitHub](https://github.com/thumbor/awesome-thumbor) (👨💻 4 · 🔀 4 · ⏱️ 29.05.2024):
+- [GitHub](https://github.com/thumbor/awesome-thumbor) (👨💻 4 · 🔀 4 · ⏱️ 04.06.2024):
```
git clone https://github.com/thumbor/awesome-thumbor
diff --git a/history/2024-06-06_changes.md b/history/2024-06-06_changes.md
new file mode 100644
index 0000000..d674bfe
--- /dev/null
+++ b/history/2024-06-06_changes.md
@@ -0,0 +1,6 @@
+## 📉 Trending Down
+
+_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._
+
+- best-of-fastapi (🥉5 · ⭐ 9 · 📉) - List of automatically rated Python packages for FastAPI. ![](https://www.python.org/static/favicon.ico)
+
diff --git a/history/2024-06-06_projects.csv b/history/2024-06-06_projects.csv
new file mode 100644
index 0000000..2d21f46
--- /dev/null
+++ b/history/2024-06-06_projects.csv
@@ -0,0 +1,22 @@
+,name,github_id,labels,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_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
+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 19:41:36,2024-06-06 15:57:03,2024-06-06 15:57:03,493,24.0,2281.0,400,264,25.0,34.0,15904,2024-06-06 15:57:10,2024.06.06,100.0,A ranked list of awesome machine learning Python libraries. Updated weekly.,45.0,23,True,1,
+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 19:11:32,2024-06-06 14:07:06,2024-06-06 14:07:06,359,26.0,244.0,90,199,6.0,5.0,3493,2024-06-06 14:07:12,2024.06.06,100.0,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,12.0,18,True,1,
+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 13:09:27,2024-06-06 16:33:04,2024-05-30 19:17:40,344,27.0,162.0,56,204,,3.0,2212,2024-05-30 19:17:46,2024.05.30,100.0,A ranked list of awesome python libraries for web development. Updated weekly.,16.0,18,True,1,
+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 14:46:24,2024-06-06 14:43:04,2024-05-30 14:52:56,337,24.0,43.0,26,195,3.0,5.0,934,2024-05-30 14:53:03,2024.05.30,100.0,A ranked list of awesome python developer tools and libraries. Updated weekly.,7.0,16,True,1,
+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 22:25:48,2024-06-06 15:56:54,2024-06-06 15:56:54,344,25.0,76.0,23,200,2.0,3.0,869,2024-06-06 15:56:59,2024.06.06,100.0,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",13.0,16,True,2,
+5,best-of-mkdocs,mkdocs/catalog,,documentation,https://github.com/mkdocs/catalog,https://github.com/mkdocs/catalog,CC-BY-SA-4.0,2022-04-17 07:48:22,2024-06-06 18:25:31,2024-06-06 18:25:31,294,32.0,49.0,15,204,2.0,19.0,871,2023-06-29 18:48:34,2023.06.29,68.0,A list of awesome MkDocs projects and plugins.,32.0,15,True,1,
+6,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 21:25:33,2024-06-05 20:02:12,2024-06-05 20:02:12,282,26.0,51.0,15,140,9.0,,231,2024-06-05 20:02:18,2024.06.05,100.0,A ranked list of awesome open-source crypto projects. Updated weekly.,5.0,15,True,1,
+7,awesome-gpts,taranjeet/awesome-gpts,['python'],data-engineering,https://github.com/taranjeet/awesome-gpts,https://github.com/taranjeet/awesome-gpts,MIT,2023-11-10 15:58:26,2024-04-21 19:47:16,2023-12-06 16:57:28,131,,82.0,17,48,3.0,43.0,1224,,,,Collection of all the GPTs created by the community.,28.0,14,True,2,
+8,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 12:52:27,2024-06-06 15:57:14,2024-06-06 15:57:14,372,24.0,77.0,14,183,1.0,2.0,696,2024-06-06 15:57:19,2024.06.06,100.0,A ranked list of awesome React open-source libraries and tools. Updated weekly.,6.0,14,True,2,
+9,best-of-ml-rust,e-tornike/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 10:37:33,2024-06-01 09:21:32,2024-04-26 11:03:33,180,10.0,7.0,11,118,57.0,,241,2024-04-03 10:46:59,2024.04.03,29.0,A ranked list of awesome machine learning Rust libraries.,3.0,14,True,2,
+10,best-of-scala,stkeky/best-of-scala,,programming-languages,https://github.com/stkeky/best-of-scala,https://github.com/stkeky/best-of-scala,CC-BY-SA-4.0,2023-03-13 21:28:43,2024-06-06 18:21:55,2024-05-31 08:07:17,124,14.0,21.0,12,105,3.0,9.0,221,2024-05-31 08:07:29,2024.05.30,42.0,A ranked list of awesome Scala projects. Updated weekly.,13.0,14,True,3,
+11,best-of-ps,jinningwang/best-of-ps,,others,https://github.com/jinningwang/best-of-ps,https://github.com/jinningwang/best-of-ps,CC-BY-SA-4.0,2022-11-29 16:56:33,2024-06-06 18:25:11,2024-06-03 04:06:01,337,44.0,20.0,5,109,2.0,4.0,131,2024-06-03 04:06:20,2024.05.30,54.0,A weekly updated ranked list of popular open-source libraries and tools for Power System Analysis.,5.0,14,True,1,
+12,best-of-digital-identity,jruizaranguren/best-of-digital-identity,,internet,https://github.com/jruizaranguren/best-of-digital-identity,https://github.com/jruizaranguren/best-of-digital-identity,CC-BY-SA-4.0,2023-04-12 09:58:39,2024-06-06 18:20:06,2024-05-31 07:49:47,260,19.0,5.0,10,105,,,60,2024-05-31 07:50:13,2024.05.30,31.0,A ranked list of awesome Digital Identity open source projects.,4.0,13,True,1,
+13,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 00:40:46,2024-06-03 12:03:32,2021-05-03 18:03:14,111,,126.0,19,126,104.0,4.0,1026,2021-05-03 17:59:01,2021.05.03-17.47,8.0,A ranked gallery of awesome streamlit apps built by the community.,4.0,12,False,3,
+14,best-of-digital-gardens,lyz-code/best-of-digital-gardens,,documentation,https://github.com/lyz-code/best-of-digital-gardens,https://github.com/lyz-code/best-of-digital-gardens,CC-BY-SA-4.0,2022-04-21 16:32:43,2024-06-05 18:26:57,2024-06-05 18:26:57,876,94.0,19.0,6,24,,2.0,320,,,,Ranked list of awesome digital gardens / second brains.,16.0,12,True,3,
+15,thumbor/awesome-thumbor,thumbor/awesome-thumbor,,others,https://github.com/thumbor/awesome-thumbor,https://github.com/thumbor/awesome-thumbor,CC-BY-SA-4.0,2022-01-23 23:37:02,2024-06-05 20:18:08,2024-06-04 20:16:58,781,88.0,4.0,6,876,2.0,,48,2022-01-23 23:40:03,2022.01.23,1.0,"Everything thumbor, awesomely curated & updated weekly.",4.0,12,True,3,
+16,best-of-django,fkromer/best-of-django,['python'],web-dev,https://github.com/fkromer/best-of-django,https://github.com/fkromer/best-of-django,CC-BY-SA-4.0,2022-10-04 19:22:03,2024-06-01 19:38:38,2024-06-01 19:38:38,261,45.0,,2,49,1.0,,21,,,,A ranked list of awesome Django related Python packages.,1.0,9,True,3,
+17,best-of-ml-julia,e-tornike/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,,2.0,2,38,,,16,2021-05-10 14:35:56,2021.05.10,3.0,A ranked list of awesome machine learning Julia libraries.,2.0,5,False,3,
+18,best-of-fastapi,fkromer/best-of-fastapi,['python'],web-dev,https://github.com/fkromer/best-of-fastapi,https://github.com/fkromer/best-of-fastapi,CC-BY-SA-4.0,2022-11-27 14:22:10,2024-06-06 18:06:33,2024-05-30 18:08:55,107,9.0,,2,87,,,9,,,,List of automatically rated Python packages for FastAPI.,2.0,5,True,3,-1.0
+19,best-of-react-native,fkromer/best-of-react-native,,native-dev,https://github.com/fkromer/best-of-react-native,https://github.com/fkromer/best-of-react-native,CC-BY-SA-4.0,2023-04-30 19:12:38,2024-06-06 18:02:42,2024-05-30 18:09:16,137,16.0,,2,62,,,2,,,,,,5,False,1,
+20,best-of-vue,fkromer/best-of-vue,['javascript'],web-dev,https://github.com/fkromer/best-of-vue,https://github.com/fkromer/best-of-vue,CC-BY-SA-4.0,2022-12-03 16:39:34,2024-06-06 18:05:56,2024-05-30 18:10:06,135,10.0,,2,98,,,1,,,,,2.0,4,False,3,
diff --git a/latest-changes.md b/latest-changes.md
index c5a163f..d674bfe 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -1,7 +1,6 @@
-## 📈 Trending Up
+## 📉 Trending Down
-_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._
+_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._
-- best-of-django (🥉9 · ⭐ 18 · 📈) - A ranked list of awesome Django related Python packages. ![](https://www.python.org/static/favicon.ico)
-- best-of-fastapi (🥉6 · ⭐ 9 · 📈) - List of automatically rated Python packages for FastAPI. ![](https://www.python.org/static/favicon.ico)
+- best-of-fastapi (🥉5 · ⭐ 9 · 📉) - List of automatically rated Python packages for FastAPI. ![](https://www.python.org/static/favicon.ico)