Update best-of list for version 2021.06.24

README.md

@@ -15,7 +15,7 @@
     <a href="https://github.com/best-of-lists/best-of/releases" title="Best-of Updates"><img src="https://img.shields.io/github/release-date/best-of-lists/best-of?color=green&label=updated"></a>
 </p>
 
-This curated list contains 9 best-of lists with a total of 8.9K stars grouped into 4 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 9 best-of lists with a total of 9.2K stars grouped into 4 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).
 
@@ -51,41 +51,41 @@ This curated list contains 9 best-of lists with a total of 8.9K stars grouped in
 
 _Best-of lists about machine learning, data engieering, data science, or other topics related to big data._
 
-<details><summary><b><a href="https://github.com/ml-tooling/best-of-ml-python">best-of-ml-python</a></b> (🥇15 ·  ⭐ 5.2K · 🐣) - A ranked list of awesome machine learning Python.. <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
+<details><summary><b><a href="https://github.com/ml-tooling/best-of-ml-python">best-of-ml-python</a></b> (🥇15 ·  ⭐ 5.4K) - A ranked list of awesome machine learning Python libraries... <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
 
-- [GitHub](https://github.com/ml-tooling/best-of-ml-python) (👨‍💻 18 · 🔀 660 · 📋 15 - 13% open · ⏱️ 14.05.2021):
+- [GitHub](https://github.com/ml-tooling/best-of-ml-python) (👨‍💻 19 · 🔀 680 · 📋 18 - 27% open · ⏱️ 05.06.2021):
 
 	```
 	git clone https://github.com/ml-tooling/best-of-ml-python
 	```
 </details>
-<details><summary><b><a href="https://github.com/ml-tooling/best-of-jupyter">best-of-jupyter</a></b> (🥈12 ·  ⭐ 280 · 🐣) - A ranked list of awesome Jupyter Notebook, Hub and Lab.. <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
+<details><summary><b><a href="https://github.com/ml-tooling/best-of-jupyter">best-of-jupyter</a></b> (🥈12 ·  ⭐ 290 · 🐣) - A ranked list of awesome Jupyter Notebook, Hub and Lab.. <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
 
-- [GitHub](https://github.com/ml-tooling/best-of-jupyter) (👨‍💻 7 · 🔀 35 · 📋 3 - 33% open · ⏱️ 14.05.2021):
+- [GitHub](https://github.com/ml-tooling/best-of-jupyter) (👨‍💻 7 · 🔀 35 · 📋 3 - 33% open · ⏱️ 05.06.2021):
 
 	```
 	git clone https://github.com/ml-tooling/best-of-jupyter
 	```
 </details>
-<details><summary><b><a href="https://github.com/jrieke/best-of-streamlit">best-of-streamlit</a></b> (🥉11 ·  ⭐ 200 · 🐣) - A ranked gallery of awesome streamlit apps built by the.. <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
+<details><summary><b><a href="https://github.com/jrieke/best-of-streamlit">best-of-streamlit</a></b> (🥉11 ·  ⭐ 220 · 🐣) - A ranked gallery of awesome streamlit apps built by the.. <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
 
-- [GitHub](https://github.com/jrieke/best-of-streamlit) (👨‍💻 4 · 🔀 17 · 📋 5 - 20% open · ⏱️ 03.05.2021):
+- [GitHub](https://github.com/jrieke/best-of-streamlit) (👨‍💻 4 · 🔀 18 · 📋 5 - 20% open · ⏱️ 03.05.2021):
 
 	```
 	git clone https://github.com/jrieke/best-of-streamlit
 	```
 </details>
-<details><summary><b><a href="https://github.com/e-tony/best-of-ml-rust">best-of-ml-rust</a></b> (🥉8 ·  ⭐ 61 · 🐣) - A ranked list of awesome machine learning Rust libraries.</summary>
+<details><summary><b><a href="https://github.com/e-tony/best-of-ml-rust">best-of-ml-rust</a></b> (🥉8 ·  ⭐ 62 · 🐣) - A ranked list of awesome machine learning Rust libraries.</summary>
 
-- [GitHub](https://github.com/e-tony/best-of-ml-rust) (👨‍💻 1 · 🔀 1 · ⏱️ 25.05.2021):
+- [GitHub](https://github.com/e-tony/best-of-ml-rust) (👨‍💻 1 · 🔀 1 · ⏱️ 21.06.2021):
 
 	```
 	git clone https://github.com/e-tony/best-of-ml-rust
 	```
 </details>
-<details><summary><b><a href="https://github.com/e-tony/best-of-ml-julia">best-of-ml-julia</a></b> (🥉7 ·  ⭐ 1 · 🐣) - A ranked list of awesome machine learning Julia libraries.</summary>
+<details><summary><b><a href="https://github.com/e-tony/best-of-ml-julia">best-of-ml-julia</a></b> (🥉7 ·  ⭐ 2 · 🐣) - A ranked list of awesome machine learning Julia libraries.</summary>
 
-- [GitHub](https://github.com/e-tony/best-of-ml-julia) (⏱️ 25.05.2021):
+- [GitHub](https://github.com/e-tony/best-of-ml-julia) (⏱️ 14.06.2021):
 
 	```
 	git clone https://github.com/e-tony/best-of-ml-julia
@@ -99,17 +99,17 @@ _Best-of lists about machine learning, data engieering, data science, or other t
 
 _Best-of lists about react, vue, angular, html5, css, or other topics related to web development._
 
-<details><summary><b><a href="https://github.com/ml-tooling/best-of-web-python">best-of-web-python</a></b> (🥇13 ·  ⭐ 1.2K · 🐣) - A ranked list of awesome python libraries for web.. <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
+<details><summary><b><a href="https://github.com/ml-tooling/best-of-web-python">best-of-web-python</a></b> (🥇13 ·  ⭐ 1.3K · 🐣) - A ranked list of awesome python libraries for web.. <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
 
-- [GitHub](https://github.com/ml-tooling/best-of-web-python) (👨‍💻 6 · 🔀 81 · ⏱️ 14.05.2021):
+- [GitHub](https://github.com/ml-tooling/best-of-web-python) (👨‍💻 6 · 🔀 84 · ⏱️ 05.06.2021):
 
 	```
 	git clone https://github.com/ml-tooling/best-of-web-python
 	```
 </details>
-<details><summary><b><a href="https://github.com/LukasMasuch/best-of-react">best-of-react</a></b> (🥉8 ·  ⭐ 4 · 🐣) - A ranked list of awesome React open-source libraries and tools... <code><img src="https://cdn.icon-icons.com/icons2/2108/PNG/512/javascript_icon_130900.png" style="display:inline;" width="13" height="13"></code></summary>
+<details><summary><b><a href="https://github.com/LukasMasuch/best-of-react">best-of-react</a></b> (🥉8 ·  ⭐ 6 · 🐣) - A ranked list of awesome React open-source libraries and tools... <code><img src="https://cdn.icon-icons.com/icons2/2108/PNG/512/javascript_icon_130900.png" style="display:inline;" width="13" height="13"></code></summary>
 
-- [GitHub](https://github.com/LukasMasuch/best-of-react) (⏱️ 14.05.2021):
+- [GitHub](https://github.com/LukasMasuch/best-of-react) (⏱️ 05.06.2021):
 
 	```
 	git clone https://github.com/LukasMasuch/best-of-react
@@ -123,9 +123,9 @@ _Best-of lists about react, vue, angular, html5, css, or other topics related to
 
 _Best-of lists about tools & libraries to help with software development._
 
-<details><summary><b><a href="https://github.com/ml-tooling/best-of-python-dev">best-of-python-dev</a></b> (🥇10 ·  ⭐ 280 · 🐣) - A ranked list of awesome python developer tools and.. <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
+<details><summary><b><a href="https://github.com/ml-tooling/best-of-python-dev">best-of-python-dev</a></b> (🥇10 ·  ⭐ 300 · 🐣) - A ranked list of awesome python developer tools and.. <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
 
-- [GitHub](https://github.com/ml-tooling/best-of-python-dev) (👨‍💻 1 · 🔀 14 · ⏱️ 14.05.2021):
+- [GitHub](https://github.com/ml-tooling/best-of-python-dev) (👨‍💻 1 · 🔀 15 · ⏱️ 05.06.2021):
 
 	```
 	git clone https://github.com/ml-tooling/best-of-python-dev
@@ -139,9 +139,9 @@ _Best-of lists about tools & libraries to help with software development._
 
 _Best-of lists with general overviews on tools & libraries for a specific programming language._
 
-<details><summary><b><a href="https://github.com/ml-tooling/best-of-python">best-of-python</a></b> (🥇13 ·  ⭐ 1.6K · 🐣) - A ranked list of awesome Python open-source libraries and.. <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
+<details><summary><b><a href="https://github.com/ml-tooling/best-of-python">best-of-python</a></b> (🥇13 ·  ⭐ 1.7K · 🐣) - A ranked list of awesome Python open-source libraries and.. <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
 
-- [GitHub](https://github.com/ml-tooling/best-of-python) (👨‍💻 5 · 🔀 130 · 📋 5 - 40% open · ⏱️ 14.05.2021):
+- [GitHub](https://github.com/ml-tooling/best-of-python) (👨‍💻 5 · 🔀 130 · 📋 5 - 40% open · ⏱️ 05.06.2021):
 
 	```
 	git clone https://github.com/ml-tooling/best-of-python

history/2021-06-24_changes.md

@@ -0,0 +1 @@
+Nothing changed from last update.

history/2021-06-24_projects.csv

@@ -0,0 +1,10 @@
+,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
+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
+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
+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
+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
+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
+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
+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
+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. Updated weekly.,,8,True,3
+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 10:50:31,2021-06-21 12:25:24,2021-06-14 16:22:27,,,,2,2021-05-10 14:35:56,2021.05.10,3,A ranked list of awesome machine learning Julia libraries.,,7,True,3