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Update best-of list for version 2021.12.09
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28 changes: 14 additions & 14 deletions README.md
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Expand Up @@ -51,33 +51,33 @@ 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> (🥇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>
<details><summary><b><a href="https://github.com/ml-tooling/best-of-ml-python">best-of-ml-python</a></b> (🥇15 · ⭐ 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 · 📋 25 - 20% open · ⏱️ 17.11.2021):
- [GitHub](https://github.com/ml-tooling/best-of-ml-python) (👨‍💻 20 · 🔀 780 · 📋 25 - 20% open · ⏱️ 03.12.2021):

```
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> (🥈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> (🥈13 · ⭐ 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 · ⏱️ 25.11.2021):
- [GitHub](https://github.com/ml-tooling/best-of-jupyter) (👨‍💻 8 · 🔀 40 · 📋 8 - 75% open · ⏱️ 09.12.2021):

```
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>

- [GitHub](https://github.com/jrieke/best-of-streamlit) (👨‍💻 4 · 🔀 32 · 📋 18 - 77% open · ⏱️ 03.05.2021):
- [GitHub](https://github.com/jrieke/best-of-streamlit) (👨‍💻 4 · 🔀 34 · 📋 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 · ⏱️ 23.11.2021):
- [GitHub](https://github.com/e-tornike/best-of-ml-rust) (👨‍💻 2 · 🔀 1 · ⏱️ 07.12.2021):

```
git clone https://github.com/e-tony/best-of-ml-rust
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> (🥇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>
<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>

- [GitHub](https://github.com/ml-tooling/best-of-web-python) (👨‍💻 7 · 🔀 93 · 📋 6 - 66% open · ⏱️ 17.11.2021):
- [GitHub](https://github.com/ml-tooling/best-of-web-python) (👨‍💻 7 · 🔀 93 · 📋 6 - 66% open · ⏱️ 09.12.2021):

```
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 · ⭐ 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> (🥉9 · ⭐ 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>

- [GitHub](https://github.com/LukasMasuch/best-of-react) (👨‍💻 1 · 🔀 1 · ⏱️ 25.11.2021):
- [GitHub](https://github.com/LukasMasuch/best-of-react) (👨‍💻 1 · 🔀 1 · ⏱️ 09.12.2021):

```
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> (🥇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> (🥇11 · ⭐ 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 · ⏱️ 17.11.2021):
- [GitHub](https://github.com/ml-tooling/best-of-python-dev) (👨‍💻 2 · 🔀 18 · 📋 6 - 16% open · ⏱️ 09.12.2021):

```
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> (🥇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>
<details><summary><b><a href="https://github.com/ml-tooling/best-of-python">best-of-python</a></b> (🥇14 · ⭐ 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>

- [GitHub](https://github.com/ml-tooling/best-of-python) (👨‍💻 5 · 🔀 140 · ⏱️ 25.11.2021):
- [GitHub](https://github.com/ml-tooling/best-of-python) (👨‍💻 5 · 🔀 140 · ⏱️ 03.12.2021):

```
git clone https://github.com/ml-tooling/best-of-python
Expand Down
10 changes: 10 additions & 0 deletions history/2021-12-09_changes.md
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## 📉 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._

- <b><a href="https://github.com/ml-tooling/best-of-ml-python">best-of-ml-python</a></b> (🥇15 · ⭐ 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> (🥇14 · ⭐ 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-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>
- <b><a href="https://github.com/ml-tooling/best-of-jupyter">best-of-jupyter</a></b> (🥈13 · ⭐ 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> (🥇11 · ⭐ 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/2021-12-09_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,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 19:41:36,2021-12-09 15:11:24,2021-12-03 00:01:31,782.0,5.0,20.0,6037,2021-12-03 00:01:50,2021.12.02,33,A ranked list of awesome machine learning Python libraries. Updated weekly.,20,15,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 19:11:32,2021-12-09 13:37:34,2021-12-03 00:04:06,138.0,,4.0,1862,2021-12-03 00:04:18,2021.12.02,26,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,5,14,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 13:09:27,2021-12-09 17:23:26,2021-12-09 17:23:25,93.0,4.0,2.0,1384,2021-12-09 17:23:42,2021.12.09,25,A ranked list of awesome python libraries for web development. Updated weekly.,7,14,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 22:25:48,2021-12-09 17:24:23,2021-12-09 17:24:22,40.0,6.0,2.0,361,2021-12-09 17:24:30,2021.12.09,30,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",8,13,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 14:46:24,2021-12-09 17:24:08,2021-12-09 17:24:07,18.0,1.0,5.0,378,2021-12-09 17:24:14,2021.12.09,22,A ranked list of awesome python developer tools and libraries. Updated weekly.,2,11,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 18:03:14,34.0,14.0,4.0,320,2021-05-03 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-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 10:37:33,2021-12-07 21:54:08,2021-12-07 21:54:07,1.0,,,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
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 12:52:27,2021-12-09 17:23:52,2021-12-09 17:23:51,1.0,1.0,,22,2021-12-09 17:23:59,2021.12.09,20,A ranked list of awesome React open-source libraries and tools. Updated weekly.,1,9,True,3,,
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
14 changes: 7 additions & 7 deletions latest-changes.md
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## 📈 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._

- <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>
- <b><a href="https://github.com/ml-tooling/best-of-ml-python">best-of-ml-python</a></b> (🥇15 · ⭐ 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> (🥇14 · ⭐ 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-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>
- <b><a href="https://github.com/ml-tooling/best-of-jupyter">best-of-jupyter</a></b> (🥈13 · ⭐ 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> (🥇11 · ⭐ 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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