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

All Algorithms implemented in Python

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Models and examples built with TensorFlow

FastAPI framework, high performance, easy to learn, fast to code, ready for production

The Python micro framework for building web applications.

A curated list of awesome Machine Learning frameworks, libraries and software.

The Python programming language

Deep Learning for humans

scikit-learn: machine learning in Python

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Interact with your documents using the power of GPT, 100% privately, no data leaks

Scrapy, a fast high-level web crawling & scraping framework for Python.

A natural language interface for computers

Platform to experiment with the AI Software Engineer. Terminal based. NOTE: Very different from https://gptengineer.app

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system in 275+ supported cars.

TensorFlow code and pre-trained models for BERT

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

The simplest, fastest repository for training/finetuning medium-sized GPTs.

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

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

A toolkit for developing and comparing reinforcement learning algorithms.

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)

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

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

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

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more