🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

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

The Python micro framework for building web applications.

scikit-learn: machine learning in Python

Rich is a Python library for rich text and beautiful formatting in the terminal.

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

The definitive Web UI for local AI, with powerful features and easy setup.

Making large AI models cheaper, faster and more accessible

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

the only cheat sheet you need

A community-maintained Python framework for creating mathematical animations.

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

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

⚡ A Fast, Extensible Progress Bar for Python and CLI

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

Data validation using Python type hints

A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.

Data Apps & Dashboards for Python. No JavaScript Required.

Graph Neural Network Library for PyTorch

Project documentation with Markdown.

Optional static typing for Python

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Faker is a Python package that generates fake data for you.

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

The interactive graphing library for Python ✨

Datasets, Transforms and Models specific to Computer Vision

Universal Command Line Interface for Amazon Web Services

Network Analysis in Python

Machine learning, in numpy