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Awesome List
The definitive list that answers "I want to do X in Python, which tool should I use?"
GitHub stars and default-branch commits for vinta/awesome-python.
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A toolkit for developing and comparing reinforcement learning algorithms.
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
SGLang is a high-performance serving framework for large language models and multimodal models.
结巴中文分词
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
A browser automation framework and ecosystem.
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
Python packaging and dependency management made easy
💫 Industrial-strength Natural Language Processing (NLP) in Python
The fundamental package for scientific computing with Python.
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
Python sample codes and textbook for robotics algorithms.
A lightweight, powerful framework for multi-agent workflows
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Search infrastructure for AI
🤗 smolagents: a barebones library for agents that think in code.
Distributed Task Queue (development branch)
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
Write scalable load tests in plain Python 🚗💨
🚀 The fast, Pythonic way to build MCP servers and clients.
Faster Whisper transcription with CTranslate2
A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
The official Python SDK for Model Context Protocol servers and clients
Data Apps & Dashboards for Python. No JavaScript Required.
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
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.
Project documentation with Markdown.
Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems
Turn (almost) any Python command line program into a full GUI application with one line
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
Optional static typing for Python
A Django content management system focused on flexibility and user experience
Interactive Data Visualization in the browser, from Python
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.
Faker is a Python package that generates fake data for you.
Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS
The interactive graphing library for Python :sparkles:
Accelerate your web app development | Build fast. Run fast.
Universal Command Line Interface for Amazon Web Services
Network Analysis in Python
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
Build realtime web, mobile and desktop apps in Python only. No frontend experience required.
Asynchronous HTTP client/server framework for asyncio and Python
Topic Modelling for Humans
An orchestration platform for the development, production, and observation of data assets.
Create web-based user interfaces with Python. The nice way.