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Update best-of list for version 2021.02.04
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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 6 best-of lists with a total of 6.5K 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 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!

> 🧙‍♂️ 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).
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_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 · ⭐ 3.9K · 🐣) - 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 · ⭐ 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>

- [GitHub](https:/ml-tooling/best-of-ml-python) (👨‍💻 16 · 🔀 470 · 📋 11 - 9% open · ⏱️ 28.01.2021):
- [GitHub](https:/ml-tooling/best-of-ml-python) (👨‍💻 15 · 🔀 490 · 📋 11 - 9% open · ⏱️ 28.01.2021):

```
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 · ⭐ 95) - 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:/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>

- [GitHub](https:/ml-tooling/best-of-jupyter) (👨‍💻 4 · 🔀 9 · ⏱️ 28.01.2021):
- [GitHub](https:/ml-tooling/best-of-jupyter) (👨‍💻 4 · 🔀 10 · ⏱️ 28.01.2021):

```
git clone https:/ml-tooling/best-of-jupyter
```
</details>
<details><summary><b><a href="https:/jrieke/best-of-streamlit">best-of-streamlit</a></b> (🥉8 · ⭐ 36) - 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 · ⭐ 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>

- [GitHub](https:/jrieke/best-of-streamlit) (👨‍💻 1 · 🔀 2 · ⏱️ 27.01.2021):
- [GitHub](https:/jrieke/best-of-streamlit) (👨‍💻 2 · 🔀 7 · ⏱️ 03.02.2021):

```
git clone https:/jrieke/best-of-streamlit
Expand All @@ -82,9 +82,9 @@ _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 · ⭐ 970) - 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 · ⭐ 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>

- [GitHub](https:/ml-tooling/best-of-web-python) (👨‍💻 6 · 🔀 57 · ⏱️ 28.01.2021):
- [GitHub](https:/ml-tooling/best-of-web-python) (👨‍💻 6 · 🔀 58 · ⏱️ 28.01.2021):

```
git clone https:/ml-tooling/best-of-web-python
Expand All @@ -98,7 +98,7 @@ _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 · ⭐ 160 · 📈) - 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 · ⭐ 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>

- [GitHub](https:/ml-tooling/best-of-python-dev) (👨‍💻 1 · 🔀 6 · ⏱️ 28.01.2021):

Expand All @@ -114,9 +114,9 @@ _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:/ml-tooling/best-of-python">best-of-python</a></b> (🥇13 · ⭐ 1.3K) - 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:/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 · 🔀 83 · 📋 3 - 33% open · ⏱️ 28.01.2021):
- [GitHub](https:/ml-tooling/best-of-python) (👨‍💻 4 · 🔀 85 · ⏱️ 02.02.2021):

```
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:/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>

7 changes: 7 additions & 0 deletions history/2021-02-04_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 19:41:36,2021-02-04 15:38:52,2021-01-28 16:43:54,493,1.0,10.0,4032,2021-01-28 16:44:20,2021.01.28,13,A ranked list of awesome machine learning Python libraries. Updated weekly.,15,14,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 19:11:32,2021-02-04 14:58:32,2021-02-02 11:03:34,85,,2.0,1370,2021-01-28 16:46:50,2021.01.28,5,A ranked list of awesome Python open-source libraries and tools. Updated weekly.,4,13,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 13:09:27,2021-02-04 15:27:15,2021-01-28 16:44:42,58,,2.0,989,2021-01-28 16:45:07,2021.01.28,6,A ranked list of awesome python libraries for web development. Updated weekly.,6,12,True,1,
3,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 14:46:24,2021-02-04 15:01:41,2021-01-28 16:45:44,6,,5.0,179,2021-01-28 16:46:02,2021.01.28,5,A ranked list of awesome python developer tools and libraries. Updated weekly.,1,10,True,1,
4,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 22:25:48,2021-02-04 14:46:32,2021-01-28 16:47:31,10,,,99,2021-01-28 16:47:42,2021.01.28,8,"A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.",4,10,True,3,
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 00:40:46,2021-02-03 13:28:47,2021-02-03 13:28:46,7,,3.0,76,2021-02-01 17:20:32,2021.02.01,4,A ranked gallery of awesome streamlit apps built by the community.,2,9,True,3,1.0
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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-python-dev">best-of-python-dev</a></b> (🥇10 · ⭐ 160 · 📈) - 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:/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>

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