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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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The SDK to extract data and interact with any site on the web. Get started with Claude Code, Codex, Eve, Mastra, and more.
Minimal examples of data structures and algorithms in Python
Faster Whisper transcription with CTranslate2
Download market data from Yahoo! Finance's API
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.
Python logging made (stupidly) simple
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
matplotlib: plotting with 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
How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.
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.
Typer, build great CLIs. Easy to code. Based on Python type hints.
An extremely fast Python type checker and language server, written in Rust.
Faker is a Python package that generates fake data for you.
Train transformer language models with reinforcement learning.
State-of-the-Art Embeddings, Retrieval, and Reranking
Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS
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 :sparkles:
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
Accelerate your web app development | Build fast. Run fast.
SQL databases in Python, designed for simplicity, compatibility, and robustness.
Python composable command line interface toolkit
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.
Impacket is a collection of Python classes for working with network protocols.
A lightweight, lightning-fast, in-process vector database
⚡A CLI tool for code structural search, lint and rewriting. Written in Rust
music library manager and MusicBrainz tagger
Structured Outputs
Software to automate the management and configuration of infrastructure and applications at scale.