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Update best-of list for version 2021.12.02
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Expand Up @@ -51,39 +51,39 @@ This curated list contains 9 best-of lists with a total of 10K stars grouped int

_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 · ⭐ 5.9K) - 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> (🥇16 · ⭐ 6K · 📈) - 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>

- [GitHub](https://github.com/ml-tooling/best-of-ml-python) (👨‍💻 20 · 🔀 770 · 📋 24 - 20% open · ⏱️ 01.09.2021):
- [GitHub](https://github.com/ml-tooling/best-of-ml-python) (👨‍💻 20 · 🔀 770 · 📋 25 - 20% open · ⏱️ 17.11.2021):

```
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 · ⭐ 350) - 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>
<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>

- [GitHub](https://github.com/ml-tooling/best-of-jupyter) (👨‍💻 8 · 🔀 40 · 📋 8 - 75% open · ⏱️ 17.11.2021):
- [GitHub](https://github.com/ml-tooling/best-of-jupyter) (👨‍💻 8 · 🔀 40 · 📋 8 - 75% open · ⏱️ 25.11.2021):

```
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 · ⭐ 310 · 📉) - 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 · ⭐ 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>

- [GitHub](https://github.com/jrieke/best-of-streamlit) (👨‍💻 4 · 🔀 30 · 📋 18 - 77% open · ⏱️ 03.05.2021):
- [GitHub](https://github.com/jrieke/best-of-streamlit) (👨‍💻 4 · 🔀 32 · 📋 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-tornike/best-of-ml-rust">best-of-ml-rust</a></b> (🥉9 · ⭐ 75) - A ranked list of awesome machine learning Rust libraries.</summary>

- [GitHub](https://github.com/e-tornike/best-of-ml-rust) (👨‍💻 2 · 🔀 1 · ⏱️ 08.11.2021):
- [GitHub](https://github.com/e-tornike/best-of-ml-rust) (👨‍💻 2 · 🔀 1 · ⏱️ 23.11.2021):

```
git clone https://github.com/e-tony/best-of-ml-rust
```
</details>
<details><summary><b><a href="https://github.com/e-tornike/best-of-ml-julia">best-of-ml-julia</a></b> (🥉7 · ⭐ 4 · 📉) - A ranked list of awesome machine learning Julia libraries.</summary>
<details><summary><b><a href="https://github.com/e-tornike/best-of-ml-julia">best-of-ml-julia</a></b> (🥉7 · ⭐ 4) - A ranked list of awesome machine learning Julia libraries.</summary>

- [GitHub](https://github.com/e-tornike/best-of-ml-julia) (👨‍💻 2 · ⏱️ 16.09.2021):

Expand All @@ -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) (👨‍💻 6 · 🔀 92 · 📋 6 - 66% open · ⏱️ 01.09.2021):
- [GitHub](https://github.com/ml-tooling/best-of-web-python) (👨‍💻 7 · 🔀 93 · 📋 6 - 66% open · ⏱️ 17.11.2021):

```
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> (🥉9 · ⭐ 21) - 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 · ⭐ 21) - 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 · ⏱️ 17.11.2021):
- [GitHub](https://github.com/LukasMasuch/best-of-react) (👨‍💻 1 · 🔀 1 · ⏱️ 25.11.2021):

```
git clone https://github.com/LukasMasuch/best-of-react
Expand All @@ -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 · ⭐ 370) - 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 · 🔀 18 · 📋 6 - 16% open · ⏱️ 01.09.2021):
- [GitHub](https://github.com/ml-tooling/best-of-python-dev) (👨‍💻 2 · 🔀 18 · 📋 6 - 16% open · ⏱️ 17.11.2021):

```
git clone https://github.com/ml-tooling/best-of-python-dev
Expand All @@ -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 · ⭐ 1.8K) - 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>
<details><summary><b><a href="https://github.com/ml-tooling/best-of-python">best-of-python</a></b> (🥇15 · ⭐ 1.8K · 📈) - 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 · 🔀 140 · ⏱️ 01.09.2021):
- [GitHub](https://github.com/ml-tooling/best-of-python) (👨‍💻 5 · 🔀 140 · ⏱️ 25.11.2021):

```
git clone https://github.com/ml-tooling/best-of-python
Expand Down
10 changes: 10 additions & 0 deletions history/2021-12-02_changes.md
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## 📈 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-ml-python">best-of-ml-python</a></b> (🥇16 · ⭐ 6K · 📈) - 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>
- <b><a href="https://github.com/ml-tooling/best-of-python">best-of-python</a></b> (🥇15 · ⭐ 1.8K · 📈) - 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-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>
- <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>

10 changes: 10 additions & 0 deletions history/2021-12-02_projects.csv
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,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
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,
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,
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,
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,
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,
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,,
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,,
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
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 changes: 7 additions & 4 deletions latest-changes.md
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@@ -1,7 +1,10 @@
## 📉 Trending Down
## 📈 Trending Up

_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._
_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> (🥉11 · ⭐ 310 · 📉) - 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-tornike/best-of-ml-julia">best-of-ml-julia</a></b> (🥉7 · ⭐ 4 · 📉) - A ranked list of awesome machine learning Julia libraries.
- <b><a href="https://github.com/ml-tooling/best-of-ml-python">best-of-ml-python</a></b> (🥇16 · ⭐ 6K · 📈) - 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>
- <b><a href="https://github.com/ml-tooling/best-of-python">best-of-python</a></b> (🥇15 · ⭐ 1.8K · 📈) - 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-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>
- <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>

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