https://github.com/maheshsunuwar/everything-python
https://github.com/maheshsunuwar/everything-python
framework libraries machine-learning python pytorch web webapp
Last synced: about 2 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/maheshsunuwar/everything-python
- Owner: maheshsunuwar
- Created: 2024-07-27T04:47:31.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-08-11T02:35:48.000Z (almost 2 years ago)
- Last Synced: 2025-06-10T13:48:40.146Z (about 1 year ago)
- Topics: framework, libraries, machine-learning, python, pytorch, web, webapp
- Homepage:
- Size: 2.93 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Everything-Python
## Machine Learning Library
* [Pytorch](https://pytorch.org/)
* Tensorflow
* Jax
* MLX - An array framework for Apple silicon
## PyTorch Libraries
* [torchinfo](https://github.com/TylerYep/torchinfo) - Visualization of how model looks like
## Web
### UI Frameworks for AI/ML Web App Development
* [Streamlit](https://streamlit.io/) - Build and share data apps
* [Gradio](https://www.gradio.app/) - Build and share Machine Learning apps
* [Mesop](https://google.github.io/mesop/) - Rapid development of AI/ML web applications.
* [Taipy](https://taipy.io/) - Build Python Data & AI web applications
### Web App - Pure Python
* [Reflex](https://reflex.dev/) - Build Web apps in `pure Python`
* [FastHTML](https://fastht.ml/) - Modern web applications `pure Python`
* [Solara](https://solara.dev/) - A `pure Python`, `React-style` web framework
* [FastHTML](https://fastht.ml/) - Modern web applications `pure Python`
### Web Frameworks
* [Fast API](https://fastapi.tiangolo.com/) - Web framework for building API with Python
* [Flask](https://flask.palletsprojects.com/) - A lightweight WSGI web application framework
* [Django](https://www.djangoproject.com/) - A high-level Python web framework
## Learning Resources
### PyTorch
* [PyTorch for Deep Learning](https://www.youtube.com/watch?v=Z_ikDlimN6A)
### NLP
### MLOps