An opinionated list of awesome Python frameworks, libraries, software and resources.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Deep Learning for humans

A natural language interface for computers

Streamlit — A faster way to build and share data apps.

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Python packaging and dependency management made easy

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

The fundamental package for scientific computing with Python.

⛅ The right way to check the weather

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

matplotlib: plotting with Python

Faster Whisper transcription with CTranslate2

A high-performance, zero-overhead, extensible Python compiler with built-in NumPy support

🦉 Data Versioning and ML Experiments

FauxPilot - an open-source alternative to GitHub Copilot server

Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, …

A hyperparameter optimization framework

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image …

Python Data. Leaflet.js Maps.

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

Lark is a parsing toolkit for Python, built with a focus on ergonomics, performance and modularity.

Simple Python style checker in one Python file

Automated CI toolchain to produce precompiled opencv-python, opencv-python-headless, opencv-contrib-python and opencv-contrib-python-headless packages.

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

Console user interface library for Python (official repo)

ETL, Analytics, Versioning for Unstructured Data

CUDA integration for Python, plus shiny features

A unified library of state-of-the-art model optimization techniques like quantization, pruning, distillation, speculative decoding, etc. It compresses deep learning models for downstream deployment…