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An opinionated guide to the best Python frameworks, libraries, tools, and resources.
Every category is a shortlist, not a catalog: at most a few obvious choices per use case, kept short by editorial judgment informed by real-world usage. A missing project usually means its category is full — [CONTRIBUTING.md](CONTRIBUTING.md) explains how entries get in and what it takes to displace one. For exhaustive catalogs, follow the linked awesome-* lists.
**Visit the [website](https://awesome-python.com/) to search and filter projects more easily.**
## **Sponsors**
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- Dashboards and Apps
- [gradio](https://github.com/gradio-app/gradio) - Build and share machine learning apps, all in Python.
- [streamlit](https://github.com/streamlit/streamlit) - A framework which lets you build dashboards, generate reports, or create chat apps in minutes.
### Geolocation
_Libraries for geocoding addresses and working with latitudes and longitudes._
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- [toga](https://github.com/beeware/toga) - A Python native, OS native GUI toolkit.
- [wxPython](https://github.com/wxWidgets/Phoenix) - A blending of the wxWidgets C++ class library with the Python.
- Web-based
- [buridan/ui](https://github.com/LineIndent/ui) - Composable, themeable components designed for Reflex. Extend, override, and ship without fighting the framework. Open source.
- [buridan/ui](https://github.com/LineIndent/ui) - Composable, themeable components designed for Reflex. Extend, override, and ship without fighting the framework. Open source.
- [flet](https://github.com/flet-dev/flet) - Cross-platform GUI framework for building modern apps in pure Python.
- [nicegui](https://github.com/zauberzeug/nicegui) - An easy-to-use, Python-based UI framework, which shows up in your web browser.
- [pywebview](https://github.com/r0x0r/pywebview/) - A lightweight cross-platform native wrapper around a webview component.