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Update best-of list for version 2021.04.08
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24 changes: 12 additions & 12 deletions README.md
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<a href="https:/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 7.8K 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:/best-of-lists/best-of/issues/new/choose), submit a [pull request](https:/best-of-lists/best-of/pulls), or directly edit the [projects.yaml](https:/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 7.9K 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:/best-of-lists/best-of/issues/new/choose), submit a [pull request](https:/best-of-lists/best-of/pulls), or directly edit the [projects.yaml](https:/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:/best-of-lists/best-of/blob/main/create-best-of-list.md).
Expand Down Expand Up @@ -53,39 +53,39 @@ _Best-of lists about machine learning, data engieering, data science, or other t

<details><summary><b><a href="https:/ml-tooling/best-of-ml-python">best-of-ml-python</a></b> (🥇14 · ⭐ 4.6K · 🐣) - 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:/ml-tooling/best-of-ml-python) (👨‍💻 17 · 🔀 580 · 📋 15 - 20% open · ⏱️ 13.03.2021):
- [GitHub](https:/ml-tooling/best-of-ml-python) (👨‍💻 18 · 🔀 580 · 📋 15 - 20% open · ⏱️ 04.04.2021):

```
git clone https:/ml-tooling/best-of-ml-python
```
</details>
<details><summary><b><a href="https:/ml-tooling/best-of-jupyter">best-of-jupyter</a></b> (🥈12 · ⭐ 220 · 🐣) - 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:/ml-tooling/best-of-jupyter">best-of-jupyter</a></b> (🥈12 · ⭐ 230 · 🐣) - 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:/ml-tooling/best-of-jupyter) (👨‍💻 5 · 🔀 27 · 📋 2 - 50% open · ⏱️ 13.03.2021):
- [GitHub](https:/ml-tooling/best-of-jupyter) (👨‍💻 6 · 🔀 27 · ⏱️ 08.04.2021):

```
git clone https:/ml-tooling/best-of-jupyter
```
</details>
<details><summary><b><a href="https:/jrieke/best-of-streamlit">best-of-streamlit</a></b> (🥉10 · ⭐ 130 · 🐣) - 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:/jrieke/best-of-streamlit">best-of-streamlit</a></b> (🥉10 · ⭐ 140 · 🐣) - 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:/jrieke/best-of-streamlit) (👨‍💻 3 · 🔀 13 · 📋 4 - 25% open · ⏱️ 23.02.2021):

```
git clone https:/jrieke/best-of-streamlit
```
</details>
<details><summary><b><a href="https:/e-tony/best-of-ml-rust">best-of-ml-rust</a></b> (🥉5 · ⭐ 1 · 🐣) - A ranked list of awesome machine learning Rust libraries. Updated..</summary>
<details><summary><b><a href="https:/e-tony/best-of-ml-rust">best-of-ml-rust</a></b> (🥉6 · ⭐ 3 · 🐣) - A ranked list of awesome machine learning Rust libraries. Updated..</summary>

- [GitHub](https:/e-tony/best-of-ml-rust) (⏱️ 01.04.2021):
- [GitHub](https:/e-tony/best-of-ml-rust) (⏱️ 05.04.2021):

```
git clone https:/e-tony/best-of-ml-rust
```
</details>
<details><summary><b><a href="https:/e-tony/best-of-ml-julia">best-of-ml-julia</a></b> (🥉5 · 🐣) - A ranked list of awesome machine learning Julia libraries. Updated weekly.</summary>

- [GitHub](https:/e-tony/best-of-ml-julia) (⏱️ 30.03.2021):
- [GitHub](https:/e-tony/best-of-ml-julia) (⏱️ 05.04.2021):

```
git clone https:/e-tony/best-of-ml-julia
Expand All @@ -101,15 +101,15 @@ _Best-of lists about react, vue, angular, html5, css, or other topics related to

<details><summary><b><a href="https:/ml-tooling/best-of-web-python">best-of-web-python</a></b> (🥇13 · ⭐ 1.1K · 🐣) - 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:/ml-tooling/best-of-web-python) (👨‍💻 6 · 🔀 68 · ⏱️ 13.03.2021):
- [GitHub](https:/ml-tooling/best-of-web-python) (👨‍💻 6 · 🔀 71 · ⏱️ 08.04.2021):

```
git clone https:/ml-tooling/best-of-web-python
```
</details>
<details><summary><b><a href="https:/LukasMasuch/best-of-react">best-of-react</a></b> (🥉7 · ⭐ 2 · 🐣) - 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:/LukasMasuch/best-of-react) (⏱️ 26.03.2021):
- [GitHub](https:/LukasMasuch/best-of-react) (⏱️ 08.04.2021):

```
git clone https:/LukasMasuch/best-of-react
Expand All @@ -125,7 +125,7 @@ _Best-of lists about tools & libraries to help with software development._

<details><summary><b><a href="https:/ml-tooling/best-of-python-dev">best-of-python-dev</a></b> (🥇10 · ⭐ 250 · 🐣) - 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:/ml-tooling/best-of-python-dev) (👨‍💻 1 · 🔀 12 · ⏱️ 13.03.2021):
- [GitHub](https:/ml-tooling/best-of-python-dev) (👨‍💻 1 · 🔀 13 · ⏱️ 08.04.2021):

```
git clone https:/ml-tooling/best-of-python-dev
Expand All @@ -141,7 +141,7 @@ _Best-of lists with general overviews on tools & libraries for a specific progra

<details><summary><b><a href="https:/ml-tooling/best-of-python">best-of-python</a></b> (🥇13 · ⭐ 1.5K · 🐣) - 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:/ml-tooling/best-of-python) (👨‍💻 5 · 🔀 100 · ⏱️ 13.03.2021):
- [GitHub](https:/ml-tooling/best-of-python) (👨‍💻 5 · 🔀 110 · ⏱️ 08.04.2021):

```
git clone https:/ml-tooling/best-of-python
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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:/e-tony/best-of-ml-rust">best-of-ml-rust</a></b> (🥉6 · ⭐ 3 · 🐣) - A ranked list of awesome machine learning Rust libraries. Updated..

10 changes: 10 additions & 0 deletions history/2021-04-08_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
0,best-of-ml-python,ml-tooling/best-of-ml-python,['python'],data-engineering,https:/ml-tooling/best-of-ml-python,https:/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36,2021-04-08 15:30:54,2021-04-04 19:12:59,575.0,3.0,12.0,4623.0,2021-04-04 19:13:55,2021.04.01,19.0,A ranked list of awesome machine learning Python libraries. Updated weekly.,18.0,14,True,1,
1,best-of-python,ml-tooling/best-of-python,['python'],programming-languages,https:/ml-tooling/best-of-python,https:/ml-tooling/best-of-python,CC-BY-SA-4.0,2021-01-11 19:11:32,2021-04-08 14:48:54,2021-04-08 14:48:53,111.0,,3.0,1548.0,2021-04-08 14:49:01,2021.04.08,12.0,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:/ml-tooling/best-of-web-python,https:/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27,2021-04-08 16:14:07,2021-04-08 16:14:07,71.0,,2.0,1149.0,2021-04-08 16:14:36,2021.04.08,13.0,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:/ml-tooling/best-of-jupyter,https:/ml-tooling/best-of-jupyter,CC-BY-SA-4.0,2021-01-01 22:25:48,2021-04-08 14:48:22,2021-04-08 14:48:22,27.0,,2.0,228.0,2021-04-08 14:48:30,2021.04.08,16.0,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",6.0,12,True,2,
4,best-of-python-dev,ml-tooling/best-of-python-dev,['python'],dev-tools,https:/ml-tooling/best-of-python-dev,https:/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24,2021-04-08 15:00:29,2021-04-08 15:00:28,13.0,,5.0,254.0,2021-04-08 15:00:37,2021.04.08,11.0,A ranked list of awesome python developer tools and libraries. Updated weekly.,1.0,10,True,1,
5,best-of-streamlit,jrieke/best-of-streamlit,['python'],data-engineering,https:/jrieke/best-of-streamlit,https:/jrieke/best-of-streamlit,CC-BY-SA-4.0,2021-01-09 00:40:46,2021-04-05 12:05:59,2021-02-23 01:28:44,13.0,1.0,3.0,140.0,2021-02-23 01:04:31,2021.02.22,7.0,A ranked gallery of awesome streamlit apps built by the community.,3.0,10,True,3,
6,best-of-react,LukasMasuch/best-of-react,['javascript'],web-dev,https:/LukasMasuch/best-of-react,https:/LukasMasuch/best-of-react,CC-BY-SA-4.0,2021-02-21 12:52:27,2021-04-08 18:20:03,2021-04-08 18:20:02,,,,2.0,2021-04-08 18:20:17,2021.04.08,6.0,A ranked list of awesome React open-source libraries and tools. Updated weekly.,,7,True,3,
7,best-of-ml-rust,e-tony/best-of-ml-rust,,data-engineering,https:/e-tony/best-of-ml-rust,https:/e-tony/best-of-ml-rust,CC-BY-SA-4.0,2021-02-09 10:37:33,2021-04-05 17:05:33,2021-04-05 17:05:33,,,,3.0,,,,A ranked list of awesome machine learning Rust libraries. Updated weekly.,,6,True,3,1.0
8,best-of-ml-julia,e-tony/best-of-ml-julia,,data-engineering,https:/e-tony/best-of-ml-julia,https:/e-tony/best-of-ml-julia,CC-BY-SA-4.0,2021-02-09 10:50:31,2021-04-05 14:00:20,2021-04-05 14:00:20,,,,,,,,A ranked list of awesome machine learning Julia libraries. Updated weekly.,,5,True,3,
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_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:/ml-tooling/best-of-web-python">best-of-web-python</a></b> (🥇13 · ⭐ 1.1K · 🐣) - 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:/e-tony/best-of-ml-rust">best-of-ml-rust</a></b> (🥉6 · ⭐ 3 · 🐣) - A ranked list of awesome machine learning Rust libraries. Updated..

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