https://github.com/best-of-lists/best-of
🏆 Discover best-of lists with awesome open-source projects on all kinds of topics.
https://github.com/best-of-lists/best-of
List: best-of
awesome awesome-list best-of best-of-list collection lists
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🏆 Discover best-of lists with awesome open-source projects on all kinds of topics.
- Host: GitHub
- URL: https://github.com/best-of-lists/best-of
- Owner: best-of-lists
- License: cc-by-sa-4.0
- Created: 2020-12-17T19:56:19.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2024-06-06T19:06:42.000Z (11 months ago)
- Last Synced: 2024-09-21T17:53:42.960Z (7 months ago)
- Topics: awesome, awesome-list, best-of, best-of-list, collection, lists
- Homepage: https://best-of.org
- Size: 2.78 MB
- Stars: 1,044
- Watchers: 30
- Forks: 94
- Open Issues: 5
-
Metadata Files:
- Readme: README.md
- Changelog: history/2020-12-17_projects.csv
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: .github/CODE_OF_CONDUCT.md
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README
best-of
🏆 Discover best-of lists with awesome open-source projects on all kinds of topics.
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!
> 🧙♂️ 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).
## Contents
- [Machine Learning & Data Engineering](#machine-learning--data-engineering) _6 projects_
- [Web Development](#web-development) _5 projects_
- [Native Development](#native-development) _1 projects_
- [Development Tools](#development-tools) _1 projects_
- [Documentation](#documentation) _2 projects_
- [Programming Languages](#programming-languages) _2 projects_
- [Internet](#internet) _1 projects_
- [Cryptocurrencies & Blockchain](#cryptocurrencies--blockchain) _1 projects_
- [Others](#others) _2 projects_
## Explanation
- 🥇🥈🥉 Combined project-quality score
- ⭐️ Star count from GitHub
- 🐣 New project _(less than 6 months old)_
- 💤 Inactive project _(6 months no activity)_
- 💀 Dead project _(12 months no activity)_
- 📈📉 Project is trending up or down
- ➕ Project was recently added
- 👨💻 Contributors count from GitHub
- 🔀 Fork count from GitHub
- 📋 Issue count from GitHub
- ⏱️ Last update timestamp on package manager
- 📥 Download count from package manager
- 📦 Number of dependent projects
- 
Best-of list with Python projects
- 
Best-of list with JavaScript projects
## Machine Learning & Data Engineering
_Best-of lists about machine learning, data engieering, data science, or other topics related to big data._
best-of-ml-python (🥇23 · ⭐ 16K) - A ranked list of awesome machine learning Python libraries...
- [GitHub](https://github.com/ml-tooling/best-of-ml-python) (👨💻 45 · 🔀 2.3K · 📋 59 - 42% open · ⏱️ 06.06.2024):
```
git clone https://github.com/ml-tooling/best-of-ml-python
```
best-of-jupyter (🥈16 · ⭐ 870) - A ranked list of awesome Jupyter Notebook, Hub and Lab projects..
- [GitHub](https://github.com/ml-tooling/best-of-jupyter) (👨💻 13 · 🔀 76 · 📋 5 - 40% open · ⏱️ 06.06.2024):
```
git clone https://github.com/ml-tooling/best-of-jupyter
```
awesome-gpts (🥈14 · ⭐ 1.2K) - Collection of all the GPTs created by the community.
- [GitHub](https://github.com/taranjeet/awesome-gpts) (👨💻 28 · 🔀 82 · 📋 46 - 6% open · ⏱️ 06.12.2023):
```
git clone https://github.com/taranjeet/awesome-gpts
```
best-of-ml-rust (🥈14 · ⭐ 240) - A ranked list of awesome machine learning Rust libraries.
- [GitHub](https://github.com/e-tornike/best-of-ml-rust) (👨💻 3 · 🔀 7 · ⏱️ 26.04.2024):
```
git clone https://github.com/e-tornike/best-of-ml-rust
```
Show 2 hidden projects...
- best-of-streamlit (🥉12 · ⭐ 1K · 💀) - A ranked gallery of awesome streamlit apps built by the..
- best-of-ml-julia (🥉5 · ⭐ 16 · 💀) - A ranked list of awesome machine learning Julia libraries.
## Web Development
_Best-of lists about react, vue, angular, html5, css, or other topics related to web development._
best-of-web-python (🥇18 · ⭐ 2.2K) - A ranked list of awesome python libraries for web..
- [GitHub](https://github.com/ml-tooling/best-of-web-python) (👨💻 16 · 🔀 160 · ⏱️ 30.05.2024):
```
git clone https://github.com/ml-tooling/best-of-web-python
```
best-of-react (🥈14 · ⭐ 700) - A ranked list of awesome React open-source libraries and tools...
- [GitHub](https://github.com/LukasMasuch/best-of-react) (👨💻 6 · 🔀 77 · 📋 3 - 33% open · ⏱️ 06.06.2024):
```
git clone https://github.com/lukasmasuch/best-of-react
```
best-of-django (🥉9 · ⭐ 21) - A ranked list of awesome Django related Python packages.
- [GitHub](https://github.com/fkromer/best-of-django) (👨💻 1 · ⏱️ 01.06.2024):
```
git clone https://github.com/fkromer/best-of-django
```
best-of-fastapi (🥉5 · ⭐ 9 · 📉) - List of automatically rated Python packages for FastAPI.
- [GitHub](https://github.com/fkromer/best-of-fastapi) (👨💻 2 · ⏱️ 30.05.2024):
```
git clone https://github.com/fkromer/best-of-fastapi
```
Show 1 hidden projects...
- best-of-vue (🥉4 · ⭐ 1) -
## Native Development
_Best-of lists about iOS, Andnroid or other topics related to native development._
Show 1 hidden projects...
- best-of-react-native (🥇5 · ⭐ 2) -
## Development Tools
_Best-of lists about tools & libraries to help with software development._
best-of-python-dev (🥇16 · ⭐ 930) - A ranked list of awesome python developer tools and..
- [GitHub](https://github.com/ml-tooling/best-of-python-dev) (👨💻 7 · 🔀 43 · 📋 8 - 37% open · ⏱️ 30.05.2024):
```
git clone https://github.com/ml-tooling/best-of-python-dev
```
## Documentation
_Best-of lists about documentations & tools to create documentations._
best-of-mkdocs (🥇15 · ⭐ 870) - A list of awesome MkDocs projects and plugins.
- [GitHub](https://github.com/mkdocs/catalog) (👨💻 32 · 🔀 49 · 📋 21 - 9% open · ⏱️ 06.06.2024):
```
git clone https://github.com/mkdocs/catalog
```
best-of-digital-gardens (🥉12 · ⭐ 320) - Ranked list of awesome digital gardens / second brains.
- [GitHub](https://github.com/lyz-code/best-of-digital-gardens) (👨💻 16 · 🔀 19 · ⏱️ 05.06.2024):
```
git clone https://github.com/lyz-code/best-of-digital-gardens
```
## Programming Languages
_Best-of lists with general overviews on tools & libraries for a specific programming language._
best-of-python (🥇18 · ⭐ 3.5K) - A ranked list of awesome Python open-source libraries and tools...
- [GitHub](https://github.com/ml-tooling/best-of-python) (👨💻 12 · 🔀 240 · 📋 11 - 54% open · ⏱️ 06.06.2024):
```
git clone https://github.com/ml-tooling/best-of-python
```
best-of-scala (🥉14 · ⭐ 220) - A ranked list of awesome Scala projects. Updated weekly.
- [GitHub](https://github.com/stkeky/best-of-scala) (👨💻 13 · 🔀 21 · 📋 12 - 25% open · ⏱️ 31.05.2024):
```
git clone https://github.com/stkeky/best-of-scala
```
## Internet
_Best-of lists about internet, browsers, services, standards, identity and digital interactions_
best-of-digital-identity (🥇13 · ⭐ 60) - A ranked list of awesome Digital Identity open source..
- [GitHub](https://github.com/jruizaranguren/best-of-digital-identity) (👨💻 4 · 🔀 5 · ⏱️ 31.05.2024):
```
git clone https://github.com/jruizaranguren/best-of-digital-identity
```
## Cryptocurrencies & Blockchain
_Best-of lists about cryptocurrencies, bitcoin, ethereum, or other topics related to blockchain._
best-of-crypto (🥇15 · ⭐ 230) - A ranked list of awesome open-source crypto projects. Updated weekly.
- [GitHub](https://github.com/LukasMasuch/best-of-crypto) (👨💻 5 · 🔀 51 · ⏱️ 05.06.2024):
```
git clone https://github.com/lukasmasuch/best-of-crypto
```
## Others
best-of-ps (🥇14 · ⭐ 130) - A weekly updated ranked list of popular open-source libraries and tools for..
- [GitHub](https://github.com/jinningwang/best-of-ps) (👨💻 5 · 🔀 20 · 📋 6 - 33% open · ⏱️ 03.06.2024):
```
git clone https://github.com/jinningwang/best-of-ps
```
thumbor/awesome-thumbor (🥉12 · ⭐ 48) - Everything thumbor, awesomely curated & updated weekly.
- [GitHub](https://github.com/thumbor/awesome-thumbor) (👨💻 4 · 🔀 4 · ⏱️ 04.06.2024):
```
git clone https://github.com/thumbor/awesome-thumbor
```
---
## Related Resources
- [**Awesome**](https://github.com/sindresorhus/awesome): Awesome lists about all kinds of interesting topics
## Contribution
Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways:
- Open an issue by selecting one of the provided categories from the [issue page](https://github.com/best-of-lists/best-of/issues/new/choose) and fill in the requested information.
- Modify the [projects.yaml](https://github.com/best-of-lists/best-of/blob/main/projects.yaml) with your additions or changes, and submit a pull request. This can also be done directly via the [Github UI](https://github.com/best-of-lists/best-of/edit/main/projects.yaml).
If you like to contribute to or share suggestions regarding the project metadata collection or markdown generation, please refer to the [best-of-generator](https://github.com/best-of-lists/best-of-generator) repository. If you like to create your own best-of list, we recommend to follow [this guide](https://github.com/best-of-lists/best-of/blob/main/create-best-of-list.md).
For more information on how to add or update projects, please read the [contribution guidelines](https://github.com/best-of-lists/best-of/blob/main/CONTRIBUTING.md). By participating in this project, you agree to abide by its [Code of Conduct](https://github.com/best-of-lists/best-of/blob/main/.github/CODE_OF_CONDUCT.md).
## License
[](https://creativecommons.org/licenses/by-sa/4.0/)