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Update best-of list for version 2021.02.18
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<p align="center">
<a href="https://best-of.org" title="Best-of Badge"><img src="http://bit.ly/3o3EHNN"></a>
<a href="#Contents" title="Project Count"><img src="https://img.shields.io/badge/projects-6-blue.svg?color=5ac4bf"></a>
<a href="#Contents" title="Project Count"><img src="https://img.shields.io/badge/projects-8-blue.svg?color=5ac4bf"></a>
<a href="#Contribution" title="Contributions are welcome"><img src="https://img.shields.io/badge/contributions-welcome-green.svg"></a>
<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 6 best-of lists with a total of 6.7K 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 8 best-of lists with a total of 7.1K 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).
## Contents

- [Machine Learning & Data Engineering](#machine-learning--data-engineering) _3 projects_
- [Machine Learning & Data Engineering](#machine-learning--data-engineering) _5 projects_
- [Web Development](#web-development) _1 projects_
- [Development Tools](#development-tools) _1 projects_
- [Programming Languages](#programming-languages) _1 projects_
Expand Down Expand Up @@ -50,30 +50,46 @@ This curated list contains 6 best-of lists with a total of 6.7K 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:/ml-tooling/best-of-ml-python">best-of-ml-python</a></b> (🥇14 · ⭐ 4K · 🐣) - 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:/ml-tooling/best-of-ml-python">best-of-ml-python</a></b> (🥇14 · ⭐ 4.2K · 🐣) - 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) (👨‍💻 15 · 🔀 490 · 📋 11 - 9% open · ⏱️ 28.01.2021):
- [GitHub](https:/ml-tooling/best-of-ml-python) (👨‍💻 17 · 🔀 510 · 📋 13 - 23% open · ⏱️ 18.02.2021):

```
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> (🥉10 · ⭐ 99 · 🐣) - 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> (🥈11 · ⭐ 170 · 🐣) - 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) (👨‍💻 4 · 🔀 10 · ⏱️ 28.01.2021):
- [GitHub](https:/ml-tooling/best-of-jupyter) (👨‍💻 4 · 🔀 18 · ⏱️ 18.02.2021):

```
git clone https:/ml-tooling/best-of-jupyter
```
</details>
<details><summary><b><a href="https:/jrieke/best-of-streamlit">best-of-streamlit</a></b> (🥉9 · ⭐ 76 · 🐣) - 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> (🥉9 · ⭐ 100 · 🐣) - 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) (👨‍💻 2 · 🔀 7 · ⏱️ 03.02.2021):
- [GitHub](https:/jrieke/best-of-streamlit) (👨‍💻 2 · 🔀 10 · ⏱️ 16.02.2021):

```
git clone https:/jrieke/best-of-streamlit
```
</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) (⏱️ 15.02.2021):

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

- [GitHub](https:/e-tony/best-of-ml-rust) (⏱️ 15.02.2021):

```
git clone https:/e-tony/best-of-ml-rust
```
</details>
<br>

## Web Development
Expand All @@ -82,9 +98,9 @@ _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:/ml-tooling/best-of-web-python">best-of-web-python</a></b> (🥇12 · ⭐ 990 · 🐣) - 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:/ml-tooling/best-of-web-python">best-of-web-python</a></b> (🥇12 · ⭐ 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 · 🔀 58 · ⏱️ 28.01.2021):
- [GitHub](https:/ml-tooling/best-of-web-python) (👨‍💻 6 · 🔀 59 · ⏱️ 18.02.2021):

```
git clone https:/ml-tooling/best-of-web-python
Expand All @@ -98,9 +114,9 @@ _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:/ml-tooling/best-of-python-dev">best-of-python-dev</a></b> (🥇10 · ⭐ 180 · 🐣) - 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:/ml-tooling/best-of-python-dev">best-of-python-dev</a></b> (🥇10 · ⭐ 190 · 🐣) - 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 · 🔀 6 · ⏱️ 28.01.2021):
- [GitHub](https:/ml-tooling/best-of-python-dev) (👨‍💻 1 · 🔀 7 · ⏱️ 18.02.2021):

```
git clone https:/ml-tooling/best-of-python-dev
Expand All @@ -116,7 +132,7 @@ _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 · ⭐ 1.4K · 🐣) - 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) (👨‍💻 4 · 🔀 85 · ⏱️ 02.02.2021):
- [GitHub](https:/ml-tooling/best-of-python) (👨‍💻 5 · 🔀 89 · ⏱️ 18.02.2021):

```
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:/ml-tooling/best-of-jupyter">best-of-jupyter</a></b> (🥈11 · ⭐ 170 · 🐣) - 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>

## ➕ Added Projects

_Projects that were recently added to this best-of list._

- <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.
- <b><a href="https:/e-tony/best-of-ml-rust">best-of-ml-rust</a></b> (🥉5 · ➕) - A ranked list of awesome machine learning Rust libraries. Updated weekly.

9 changes: 9 additions & 0 deletions history/2021-02-18_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,new_addition
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 19:41:36,2021-02-18 16:39:53,2021-02-18 16:39:52,512.0,3.0,10.0,4150.0,2021-02-18 16:40:16,2021.02.18,15.0,A ranked list of awesome machine learning Python libraries. Updated weekly.,17.0,14,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 19:11:32,2021-02-18 16:33:15,2021-02-18 16:33:13,89.0,,2.0,1419.0,2021-02-18 16:33:20,2021.02.18,7.0,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 13:09:27,2021-02-18 16:33:47,2021-02-18 16:33:46,59.0,,2.0,1028.0,2021-02-18 16:33:55,2021.02.18,8.0,A ranked list of awesome python libraries for web development. Updated weekly.,6.0,12,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 22:25:48,2021-02-18 14:33:56,2021-02-18 14:33:55,18.0,,,170.0,2021-02-18 14:34:19,2021.02.18,11.0,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",4.0,11,True,2,1.0,
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 14:46:24,2021-02-18 16:32:05,2021-02-18 16:32:04,7.0,,5.0,191.0,2021-02-18 16:32:19,2021.02.18,6.0,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 00:40:46,2021-02-16 23:26:05,2021-02-16 23:26:02,10.0,,3.0,101.0,2021-02-16 23:26:47,2021.02.15,6.0,A ranked gallery of awesome streamlit apps built by the community.,2.0,9,True,3,,
6,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 10:50:31,2021-02-15 13:09:28,2021-02-15 13:09:28,,,,,,,,A ranked list of awesome machine learning Julia libraries. Updated weekly.,,5,True,3,,True
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 10:37:33,2021-02-15 12:34:44,2021-02-15 12:34:43,,,,,,,,A ranked list of awesome machine learning Rust libraries. Updated weekly.,,5,True,3,,True
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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:/jrieke/best-of-streamlit">best-of-streamlit</a></b> (🥉9 · ⭐ 76 · 🐣) - 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:/ml-tooling/best-of-jupyter">best-of-jupyter</a></b> (🥈11 · ⭐ 170 · 🐣) - 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>

## ➕ Added Projects

_Projects that were recently added to this best-of list._

- <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.
- <b><a href="https:/e-tony/best-of-ml-rust">best-of-ml-rust</a></b> (🥉5 · ➕) - A ranked list of awesome machine learning Rust libraries. Updated weekly.

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