Merge pull request #68 from best-of-lists/update/2021.12.23

Best-of update: 2021.12.23

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 10K 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 11K 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).
 
@@ -59,17 +59,17 @@ _Best-of lists about machine learning, data engieering, data science, or other t
 	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> (🥈14 ·  ⭐ 360 · 📈) - 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> (🥈14 ·  ⭐ 370) - A ranked list of awesome Jupyter Notebook, Hub and Lab projects.. <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) (👨‍💻 8 · 🔀 40 · 📋 8 - 75% open · ⏱️ 16.12.2021):
+- [GitHub](https://github.com/ml-tooling/best-of-jupyter) (👨‍💻 8 · 🔀 40 · 📋 8 - 75% open · ⏱️ 23.12.2021):
 
 	```
 	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 ·  ⭐ 320 · 💤) - 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 ·  ⭐ 330 · 💤) - 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 · 🔀 34 · 📋 18 - 77% open · ⏱️ 03.05.2021):
+- [GitHub](https://github.com/jrieke/best-of-streamlit) (👨‍💻 4 · 🔀 36 · 📋 18 - 77% open · ⏱️ 03.05.2021):
 
 	```
 	git clone https://github.com/jrieke/best-of-streamlit
@@ -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> (🥇14 ·  ⭐ 1.4K) - 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> (🥇15 ·  ⭐ 1.4K · 📈) - 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) (👨‍💻 7 · 🔀 92 · 📋 6 - 66% open · ⏱️ 09.12.2021):
+- [GitHub](https://github.com/ml-tooling/best-of-web-python) (👨‍💻 7 · 🔀 92 · 📋 6 - 66% open · ⏱️ 16.12.2021):
 
 	```
 	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> (🥉10 ·  ⭐ 22 · 📈) - 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> (🥉10 ·  ⭐ 26) - 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) (👨‍💻 1 · 🔀 1 · ⏱️ 16.12.2021):
+- [GitHub](https://github.com/LukasMasuch/best-of-react) (👨‍💻 1 · 🔀 1 · ⏱️ 23.12.2021):
 
 	```
 	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> (🥇12 ·  ⭐ 380 · 📈) - 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> (🥇12 ·  ⭐ 380) - 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) (👨‍💻 2 · 🔀 17 · 📋 6 - 16% open · ⏱️ 16.12.2021):
+- [GitHub](https://github.com/ml-tooling/best-of-python-dev) (👨‍💻 2 · 🔀 17 · 📋 6 - 16% open · ⏱️ 23.12.2021):
 
 	```
 	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> (🥇15 ·  ⭐ 1.9K · 📈) - 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> (🥇15 ·  ⭐ 1.9K) - A ranked list of awesome Python open-source libraries and tools... <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 · 🔀 140 · ⏱️ 16.12.2021):
+- [GitHub](https://github.com/ml-tooling/best-of-python) (👨‍💻 5 · 🔀 140 · ⏱️ 23.12.2021):
 
 	```
 	git clone https://github.com/ml-tooling/best-of-python

history/2021-12-23_changes.md

@@ -0,0 +1,6 @@
+## 📈 Trending Up
+
+_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._
+
+- <b><a href="https://github.com/ml-tooling/best-of-web-python">best-of-web-python</a></b> (🥇15 ·  ⭐ 1.4K · 📈) - 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>
+

history/2021-12-23_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,trending,updated_github_id
+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 19:41:36,2021-12-23 15:09:44,2021-12-09 21:00:21,787.0,5.0,20.0,6074,2021-12-09 21:00:40,2021.12.09,34,A ranked list of awesome machine learning Python libraries. Updated weekly.,20,15,True,1,,
+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 19:11:32,2021-12-23 15:23:43,2021-12-23 15:23:43,137.0,,4.0,1875,2021-12-23 15:23:48,2021.12.23,28,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,5,15,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 13:09:27,2021-12-23 16:37:53,2021-12-16 19:18:46,92.0,4.0,2.0,1386,2021-12-16 19:18:54,2021.12.16,26,A ranked list of awesome python libraries for web development. Updated weekly.,7,15,True,1,1.0,
+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 22:25:48,2021-12-23 15:24:19,2021-12-23 15:24:18,40.0,6.0,2.0,367,2021-12-23 15:24:30,2021.12.23,32,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",8,14,True,2,,
+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 14:46:24,2021-12-23 15:24:03,2021-12-23 15:24:03,17.0,1.0,5.0,380,2021-12-23 15:24:10,2021.12.23,24,A ranked list of awesome python developer tools and libraries. Updated weekly.,2,12,True,1,,
+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 18:03:14,36.0,14.0,4.0,329,2021-05-03 17:59:01,2021.05.03-17.47,8,A ranked gallery of awesome streamlit apps built by the community.,4,11,True,3,,
+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 12:52:27,2021-12-23 15:23:22,2021-12-23 15:23:21,1.0,1.0,,26,2021-12-23 15:23:28,2021.12.23,22,A ranked list of awesome React open-source libraries and tools. Updated weekly.,1,10,True,3,,
+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
+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

latest-changes.md

@@ -2,8 +2,5 @@
 
 _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._
 
-- <b><a href="https://github.com/ml-tooling/best-of-python">best-of-python</a></b> (🥇15 ·  ⭐ 1.9K · 📈) - 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>
-- <b><a href="https://github.com/ml-tooling/best-of-jupyter">best-of-jupyter</a></b> (🥈14 ·  ⭐ 360 · 📈) - 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>
-- <b><a href="https://github.com/ml-tooling/best-of-python-dev">best-of-python-dev</a></b> (🥇12 ·  ⭐ 380 · 📈) - 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>
-- <b><a href="https://github.com/LukasMasuch/best-of-react">best-of-react</a></b> (🥉10 ·  ⭐ 22 · 📈) - 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>
+- <b><a href="https://github.com/ml-tooling/best-of-web-python">best-of-web-python</a></b> (🥇15 ·  ⭐ 1.4K · 📈) - 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>