Update best-of list for version 2021.08.26

best-of-lists · Aug 26, 2021 · dee4467 · dee4467
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diff --git a/README.md b/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 9.3K 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 9.6K 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).
 
@@ -51,39 +51,39 @@ This curated list contains 9 best-of lists with a total of 9.3K 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 ·  ⭐ 5.5K) - 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>
+<details><summary><b><a href="https://github.com/ml-tooling/best-of-ml-python">best-of-ml-python</a></b> (🥇15 ·  ⭐ 5.6K) - 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) (👨‍💻 19 · 🔀 700 · 📋 23 - 21% open · ⏱️ 11.07.2021):
+- [GitHub](https://github.com/ml-tooling/best-of-ml-python) (👨‍💻 19 · 🔀 720 · 📋 24 - 20% open · ⏱️ 26.08.2021):
 
 	```
 	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> (🥈13 ·  ⭐ 300 · 🐣) - 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> (🥈13 ·  ⭐ 320) - 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) (👨‍💻 7 · 🔀 35 · ⏱️ 11.07.2021):
+- [GitHub](https://github.com/ml-tooling/best-of-jupyter) (👨‍💻 7 · 🔀 36 · ⏱️ 16.07.2021):
 
 	```
 	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> (🥉12 ·  ⭐ 230 · 🐣) - 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> (🥈13 ·  ⭐ 270 · 📈) - 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 · 🔀 20 · 📋 6 - 33% open · ⏱️ 03.05.2021):
+- [GitHub](https://github.com/jrieke/best-of-streamlit) (👨‍💻 4 · 🔀 26 · 📋 18 - 77% 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 ·  ⭐ 63 · 🐣) - 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> (🥉9 ·  ⭐ 64 · 🐣) - A ranked list of awesome machine learning Rust libraries.</summary>
 
-- [GitHub](https://github.com/e-tony/best-of-ml-rust) (👨‍💻 1 · 🔀 1 · ⏱️ 21.06.2021):
+- [GitHub](https://github.com/e-tony/best-of-ml-rust) (👨‍💻 1 · 🔀 1 · ⏱️ 16.08.2021):
 
 	```
 	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> (🥉8 ·  ⭐ 3 · 🐣) - 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> (🥉9 ·  ⭐ 3 · 🐣) - A ranked list of awesome machine learning Julia libraries.</summary>
 
 - [GitHub](https://github.com/e-tony/best-of-ml-julia) (⏱️ 12.07.2021):
 
@@ -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 ·  ⭐ 1.3K · 🐣) - 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>
+<details><summary><b><a href="https://github.com/ml-tooling/best-of-web-python">best-of-web-python</a></b> (🥇14 ·  ⭐ 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 · 🔀 84 · ⏱️ 11.07.2021):
+- [GitHub](https://github.com/ml-tooling/best-of-web-python) (👨‍💻 6 · 🔀 86 · 📋 3 - 33% open · ⏱️ 16.07.2021):
 
 	```
 	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 ·  ⭐ 7 · 🐣) - 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> (🥉9 ·  ⭐ 9 · 🐣) - 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) (⏱️ 09.07.2021):
+- [GitHub](https://github.com/LukasMasuch/best-of-react) (⏱️ 03.08.2021):
 
 	```
 	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> (🥇11 ·  ⭐ 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>
+<details><summary><b><a href="https://github.com/ml-tooling/best-of-python-dev">best-of-python-dev</a></b> (🥇11 ·  ⭐ 320) - 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 · ⏱️ 11.07.2021):
+- [GitHub](https://github.com/ml-tooling/best-of-python-dev) (👨‍💻 2 · 🔀 17 · 📋 6 - 16% open · ⏱️ 16.07.2021):
 
 	```
 	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> (🥇14 ·  ⭐ 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>
+<details><summary><b><a href="https://github.com/ml-tooling/best-of-python">best-of-python</a></b> (🥇14 ·  ⭐ 1.7K) - 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 · 🔀 130 · 📋 5 - 20% open · ⏱️ 11.07.2021):
+- [GitHub](https://github.com/ml-tooling/best-of-python) (👨‍💻 5 · 🔀 130 · 📋 5 - 20% open · ⏱️ 16.07.2021):
 
 	```
 	git clone https://github.com/ml-tooling/best-of-python

diff --git a/history/2021-08-26_changes.md b/history/2021-08-26_changes.md
@@ -0,0 +1,9 @@
+## 📈 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/jrieke/best-of-streamlit">best-of-streamlit</a></b> (🥈13 ·  ⭐ 270 · 📈) - 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>
+- <b><a href="https://github.com/e-tony/best-of-ml-rust">best-of-ml-rust</a></b> (🥉9 ·  ⭐ 64 · 🐣) - A ranked list of awesome machine learning Rust libraries.
+- <b><a href="https://github.com/LukasMasuch/best-of-react">best-of-react</a></b> (🥉9 ·  ⭐ 9 · 🐣) - 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/e-tony/best-of-ml-julia">best-of-ml-julia</a></b> (🥉9 ·  ⭐ 3 · 🐣) - A ranked list of awesome machine learning Julia libraries.
+
diff --git a/history/2021-08-26_projects.csv b/history/2021-08-26_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,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
+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 19:41:36,2021-08-26 15:32:32,2021-08-26 12:27:02,718.0,19.0,5594,2021-08-26 12:27:16,2021.08.19,30,A ranked list of awesome machine learning Python libraries. Updated weekly.,19.0,15,5.0,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 19:11:32,2021-08-26 15:01:16,2021-07-16 21:43:31,134.0,4.0,1726,2021-07-16 21:43:43,2021.07.15,22,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,5.0,14,1.0,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 13:09:27,2021-08-26 15:33:14,2021-07-16 21:43:54,86.0,2.0,1310,2021-07-16 21:44:03,2021.07.15,21,A ranked list of awesome python libraries for web development. Updated weekly.,6.0,14,1.0,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 22:25:48,2021-08-26 14:48:11,2021-07-16 21:44:49,36.0,2.0,319,2021-07-16 21:44:58,2021.07.15,25,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",7.0,13,,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 00:40:46,2021-08-16 12:16:27,2021-05-03 18:03:14,26.0,4.0,268,2021-05-03 17:59:01,2021.05.03-17.47,8,A ranked gallery of awesome streamlit apps built by the community.,4.0,13,14.0,True,2,1.0
+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 14:46:24,2021-08-26 14:57:26,2021-07-16 21:44:30,17.0,5.0,324,2021-07-16 21:44:38,2021.07.15,18,A ranked list of awesome python developer tools and libraries. Updated weekly.,2.0,11,1.0,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 10:37:33,2021-08-16 20:21:08,2021-08-16 20:21:08,1.0,,64,2021-08-16 20:21:38,2021.08.16,22,A ranked list of awesome machine learning Rust libraries.,1.0,9,,True,3,1.0
+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 12:52:27,2021-08-26 18:22:41,2021-08-03 18:34:28,,,9,2021-08-03 18:34:50,2021.07.29,15,A ranked list of awesome React open-source libraries and tools. Updated weekly.,,9,,True,3,1.0
+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
diff --git a/latest-changes.md b/latest-changes.md
@@ -1 +1,9 @@
-Nothing changed from last update.
+## 📈 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/jrieke/best-of-streamlit">best-of-streamlit</a></b> (🥈13 ·  ⭐ 270 · 📈) - 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>
+- <b><a href="https://github.com/e-tony/best-of-ml-rust">best-of-ml-rust</a></b> (🥉9 ·  ⭐ 64 · 🐣) - A ranked list of awesome machine learning Rust libraries.
+- <b><a href="https://github.com/LukasMasuch/best-of-react">best-of-react</a></b> (🥉9 ·  ⭐ 9 · 🐣) - 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/e-tony/best-of-ml-julia">best-of-ml-julia</a></b> (🥉9 ·  ⭐ 3 · 🐣) - A ranked list of awesome machine learning Julia libraries.
+