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This curated list contains 21 best-of lists with a total of 28K stars grouped into 8 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://github.com/best-of-lists/best-of/issues/new/choose), submit a [pull request](https://github.com/best-of-lists/best-of/pulls), or directly edit the [projects.yaml](https://github.com/best-of-lists/best-of/edit/main/projects.yaml). Contributions are very welcome!
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This curated list contains 21 best-of lists with a total of 29K stars grouped into 8 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://github.com/best-of-lists/best-of/issues/new/choose), submit a [pull request](https://github.com/best-of-lists/best-of/pulls), or directly edit the [projects.yaml](https://github.com/best-of-lists/best-of/edit/main/projects.yaml). Contributions are very welcome!
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> 🧙♂️ Create your own best-of list in just 3 minutes with [this guide](https://github.com/best-of-lists/best-of/blob/main/create-best-of-list.md).
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@@ -58,23 +58,23 @@ _Best-of lists about machine learning, data engieering, data science, or other t
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<details><summary><b><ahref="https://github.com/ml-tooling/best-of-ml-python">best-of-ml-python</a></b> (🥇23 · ⭐ 16K) - A ranked list of awesome machine learning Python libraries... <code><imgsrc="https://www.python.org/static/favicon.ico"style="display:inline;"width="13"height="13"></code></summary>
<details><summary><b><ahref="https://github.com/ml-tooling/best-of-jupyter">best-of-jupyter</a></b> (🥈16 · ⭐ 860) - A ranked list of awesome Jupyter Notebook, Hub and Lab projects.. <code><imgsrc="https://www.python.org/static/favicon.ico"style="display:inline;"width="13"height="13"></code></summary>
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<details><summary><b><ahref="https://github.com/ml-tooling/best-of-jupyter">best-of-jupyter</a></b> (🥈16 · ⭐ 870) - A ranked list of awesome Jupyter Notebook, Hub and Lab projects.. <code><imgsrc="https://www.python.org/static/favicon.ico"style="display:inline;"width="13"height="13"></code></summary>
<details><summary><b><ahref="https://github.com/taranjeet/awesome-gpts">awesome-gpts</a></b> (🥈14 · ⭐ 1.2K · 🐣) - Collection of all the GPTs created by the community. <code><imgsrc="https://www.python.org/static/favicon.ico"style="display:inline;"width="13"height="13"></code></summary>
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<details><summary><b><ahref="https://github.com/taranjeet/awesome-gpts">awesome-gpts</a></b> (🥈14 · ⭐ 1.2K) - Collection of all the GPTs created by the community. <code><imgsrc="https://www.python.org/static/favicon.ico"style="display:inline;"width="13"height="13"></code></summary>
@@ -103,29 +103,29 @@ _Best-of lists about react, vue, angular, html5, css, or other topics related to
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<details><summary><b><ahref="https://github.com/ml-tooling/best-of-web-python">best-of-web-python</a></b> (🥇18 · ⭐ 2.2K) - A ranked list of awesome python libraries for web.. <code><imgsrc="https://www.python.org/static/favicon.ico"style="display:inline;"width="13"height="13"></code></summary>
<details><summary><b><ahref="https://github.com/LukasMasuch/best-of-react">best-of-react</a></b> (🥈14 · ⭐ 690) - A ranked list of awesome React open-source libraries and tools... <code><imgsrc="https://cdn.icon-icons.com/icons2/2108/PNG/512/javascript_icon_130900.png"style="display:inline;"width="13"height="13"></code></summary>
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<details><summary><b><ahref="https://github.com/LukasMasuch/best-of-react">best-of-react</a></b> (🥈14 · ⭐ 700) - A ranked list of awesome React open-source libraries and tools... <code><imgsrc="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><ahref="https://github.com/fkromer/best-of-django">best-of-django</a></b> (🥉9 · ⭐ 18 · 📈) - A ranked list of awesome Django related Python packages. <code><imgsrc="https://www.python.org/static/favicon.ico"style="display:inline;"width="13"height="13"></code></summary>
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<details><summary><b><ahref="https://github.com/fkromer/best-of-django">best-of-django</a></b> (🥉9 · ⭐ 21) - A ranked list of awesome Django related Python packages. <code><imgsrc="https://www.python.org/static/favicon.ico"style="display:inline;"width="13"height="13"></code></summary>
@@ -173,17 +173,17 @@ _Best-of lists about tools & libraries to help with software development._
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_Best-of lists about documentations & tools to create documentations._
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<details><summary><b><ahref="https://github.com/mkdocs/catalog">best-of-mkdocs</a></b> (🥇15 · ⭐ 860) - A list of awesome MkDocs projects and plugins.</summary>
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<details><summary><b><ahref="https://github.com/mkdocs/catalog">best-of-mkdocs</a></b> (🥇15 · ⭐ 870) - A list of awesome MkDocs projects and plugins.</summary>
<details><summary><b><ahref="https://github.com/lyz-code/best-of-digital-gardens">best-of-digital-gardens</a></b> (🥉12 · ⭐ 320) - Ranked list of awesome digital gardens / second brains.</summary>
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<details><summary><b><ahref="https://github.com/ml-tooling/best-of-python">best-of-python</a></b> (🥇18 · ⭐ 3.5K) - A ranked list of awesome Python open-source libraries and tools... <code><imgsrc="https://www.python.org/static/favicon.ico"style="display:inline;"width="13"height="13"></code></summary>
<details><summary><b><ahref="https://github.com/stkeky/best-of-scala">best-of-scala</a></b> (🥉14 · ⭐ 220) - A ranked list of awesome Scala projects. Updated weekly.</summary>
@@ -223,7 +223,7 @@ _Best-of lists about internet, browsers, services, standards, identity and digit
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<details><summary><b><ahref="https://github.com/jruizaranguren/best-of-digital-identity">best-of-digital-identity</a></b> (🥇13 · ⭐ 60) - A ranked list of awesome Digital Identity open source..</summary>
@@ -253,15 +253,15 @@ _Best-of lists about cryptocurrencies, bitcoin, ethereum, or other topics relate
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<details><summary><b><ahref="https://github.com/jinningwang/best-of-ps">best-of-ps</a></b> (🥇14 · ⭐ 130) - A weekly updated ranked list of popular open-source libraries and tools for..</summary>
_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._
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- <b><ahref="https://github.com/fkromer/best-of-fastapi">best-of-fastapi</a></b> (🥉5 · ⭐ 9 · 📉) - List of automatically rated Python packages for FastAPI. <code><imgsrc="https://www.python.org/static/favicon.ico"style="display:inline;"width="13"height="13"></code>
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