awesome-python

An opinionated list of Python frameworks, libraries, tools, and resources
https://github.com/vinta/awesome-python

Last synced: 4 days ago
JSON representation

Data Analysis
- ibis - A portable Python dataframe library with a single API for 20+ backends.
- modin - A drop-in pandas replacement that scales workflows by changing a single line of code.
- akshare - A financial data interface library, built for human beings!
- lumibot - Algorithmic trading framework for backtesting and live deployment across stocks, options, crypto, futures, and forex.
Database
- pickleDB - A simple and lightweight key-value store for Python.
- tinydb - A tiny, document-oriented database.
- zodb - A native object database for Python. A key-value and object graph database.
- DuckDB - An in-process SQL OLAP database management system; optimized for analytics and fast queries, similar to SQLite but for analytical workloads.
- chromadb - An open-source embedding database for building AI applications with embeddings and semantic search.
- duckdb - An in-process SQL OLAP database management system; optimized for analytics and fast queries, similar to SQLite but for analytical workloads.
Database Drivers
- awesome-postgres
- psycopg2 - The most popular PostgreSQL adapter for Python.
- sqlite3 - (Python standard library) SQlite interface compliant with DB-API 2.0.
- pymssql - A simple database interface to Microsoft SQL Server.
- py2neo - A client library and toolkit for working with Neo4j.
- awesome-mysql
- mysqlclient - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork).
- pymysql - A pure Python MySQL driver compatible to mysql-python.
- psycopg - The most popular PostgreSQL adapter for Python.
- awesome-sqlite
- sqlite-utils - Python CLI utility and library for manipulating SQLite databases.
- pymssql - A simple database interface to Microsoft SQL Server.
- clickhouse-driver - Python driver with native interface for ClickHouse.
- cassandra-driver - The Python Driver for Apache Cassandra.
- happybase - A developer-friendly library for Apache HBase.
- kafka-python - The Python client for Apache Kafka.
- pymongo - The official Python client for MongoDB.
- motor - The async Python driver for MongoDB.
- redis-py - The Python client for Redis.
- Django MongoDB Backend - Official MongoDB database backend for Django.
- Beanie - An asynchronous Python object-document mapper (ODM) for MongoDB.
- awesome-mysql
- mssql-python - Official Microsoft driver for SQL Server and Azure SQL, built on ODBC for high performance and low memory usage.
- cassandra-driver - The Python Driver for Apache Cassandra.
Data Validation
- colander - Validating and deserializing data obtained via XML, JSON, an HTML form post.
- cerberus - A lightweight and extensible data validation library.
- colander - Validating and deserializing data obtained via XML, JSON, an HTML form post.
- jsonschema - An implementation of [JSON Schema](http://json-schema.org/) for Python.
- schema - A library for validating Python data structures.
- schematics - Data Structure Validation.
- voluptuous - A Python data validation library.
- pydantic - Data validation using Python type hints.
- pandera - A data validation library for dataframes, with support for pandas, polars, and Spark.
Data Visualization
- awesome-javascript
- Dash - Built on top of Flask, React and Plotly aimed at analytical web applications.
- Matplotlib - A Python 2D plotting library.
- Pygal - A Python SVG Charts Creator.
- PyGraphviz - Python interface to [Graphviz](http://www.graphviz.org/).
- PyQtGraph - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
- altair - Declarative statistical visualization library for Python.
- bokeh - Interactive Web Plotting for Python.
- cartopy - A cartographic python library with matplotlib support.
- diagrams - Diagram as Code.
- matplotlib - A Python 2D plotting library.
- plotnine - A grammar of graphics for Python based on ggplot2.
- pygal - A Python SVG Charts Creator.
- pyqtgraph - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
- seaborn - Statistical data visualization using Matplotlib.
- vispy - High-performance scientific visualization based on OpenGL.
- bqplot - Interactive Plotting Library for the Jupyter Notebook.
- pygraphviz - Python interface to [Graphviz](http://www.graphviz.org/).
- UltraPlot - Matplotlib wrapper for publication-ready scientific figures with minimal code. Includes advanced subplot management, panel layouts, and batteries-included geoscience plotting.
- plotly - Interactive graphing library for Python.
- gradio - Build and share machine learning apps, all in Python.
- altair - Declarative statistical visualization library for Python.
- bqplot - Interactive Plotting Library for the Jupyter Notebook.
Date and Time
- Arrow - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps.
- pytz - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python.
- arrow - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps.
- dateutil - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module.
- pendulum - Python datetimes made easy.
- zoneinfo - (Python standard library) IANA time zone support. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python.
- dateparser - A Python parser for human-readable dates in dozens of languages.
- pendulum - Python datetimes made easy.
Debugging Tools
- ipdb - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html).
- pudb - A full-screen, console-based Python debugger.
- manhole - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt.
- python-hunter - A flexible code tracing toolkit.
- py-spy - A sampling profiler for Python programs. Written in Rust.
- vprof - Visual Python profiler.
- django-debug-toolbar - Display various debug information for Django.
- flask-debugtoolbar - A port of the django-debug-toolbar to flask.
- icecream - Inspect variables, expressions, and program execution with a single, simple function call.
- pyelftools - Parsing and analyzing ELF files and DWARF debugging information.
- memory-graph - Visualize Python data at runtime to debug references, mutability, and aliasing.
- scalene - A high-performance, high-precision CPU, GPU, and memory profiler for Python.
- django-debug-toolbar - Display various debug information for Django.
Deep Learning
- awesome-deep-learning
- keras - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.
- pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration.
- pytorch-lightning - Deep learning framework to train, deploy, and ship AI products Lightning fast.
- stable-baselines3 - PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms.
- tensorflow - The most popular Deep Learning framework created by Google.
- theano - A library for fast numerical computation.
- jax - a library for high-performance numerical computing with automatic differentiation and JIT compilation.
- vllm - A high-throughput and memory-efficient inference and serving engine for LLMs.
- jax - A library for high-performance numerical computing with automatic differentiation and JIT compilation.
DevOps Tools
- cloudinit - A multi-distribution package that handles early initialization of a cloud instance.
- openstack - Open source software for building private and public clouds.
- BorgBackup - A deduplicating archiver with compression and encryption.
- docker-compose - Fast, isolated development environments using [Docker](https://www.docker.com/).
- ansible - A radically simple IT automation platform.
- cloudinit - A multi-distribution package that handles early initialization of a cloud instance.
- pyinfra - A versatile CLI tools and python libraries to automate infrastructure.
- saltstack - Infrastructure automation and management system.
- cuisine - Chef-like functionality for Fabric.
- fabric - A simple, Pythonic tool for remote execution and deployment.
- supervisor - Supervisor process control system for UNIX.
- psutil - A cross-platform process and system utilities module.
- borg - A deduplicating archiver with compression and encryption.
- chaostoolkit - A Chaos Engineering toolkit & Orchestration for Developers.
- pre-commit - A framework for managing and maintaining multi-language pre-commit hooks.
- awscli - Universal Command Line Interface for Amazon Web Services.
- openstack - Open source software for building private and public clouds.
- chalice - A Python serverless microframework for AWS.
Distributed Computing
- dask - A flexible parallel computing library for analytic computing.
- luigi - A module that helps you build complex pipelines of batch jobs.
- PySpark - [Apache Spark](https://spark.apache.org/) Python API.
- faust - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python.
- streamparse - Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/).
- Ray - A system for parallel and distributed Python that unifies the machine learning ecosystem.
- mpi4py - Python bindings for MPI.
- joblib - A set of tools to provide lightweight pipelining in Python.
Distribution
- Nuitka - Compile scripts, modules, packages to an executable or extension module.
- py2app - Freezes Python scripts (Mac OS X).
- py2exe - Freezes Python scripts (Windows).
- pynsist - A tool to build Windows installers, installers bundle Python itself.
- py2app - Freezes Python scripts (Mac OS X).
- py2exe - Freezes Python scripts (Windows).
- pyarmor - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
- pyinstaller - Converts Python programs into stand-alone executables (cross-platform).
- shiv - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included.
- cx_freeze - It is a Python tool that converts Python scripts into standalone executables and installers for Windows, macOS, and Linux.
- Nuitka - Compiles Python programs into high-performance standalone executables (cross-platform, supports all Python versions).
Documentation
- sphinx - Python Documentation generator.
- awesome-sphinxdoc
- pdoc - Epydoc replacement to auto generate API documentation for Python libraries.
- awesome-sphinxdoc
Downloader
- you-get - A YouTube/Youku/Niconico video downloader written in Python 3.
- s3cmd - A command line tool for managing Amazon S3 and CloudFront.
- youtube-dl - A command-line program to download videos from YouTube and other video sites.
- OpenBB - A financial data platform for analysts, quants and AI agents.
- yfinance - Easy Pythonic way to download market and financial data from Yahoo Finance.
- edgartools - Library for downloading structured data from SEC EDGAR filings and XBRL financial statements.
E-commerce
- django-oscar - An open-source e-commerce framework for Django.
- saleor - Headless open-source e-commerce platform.
- shoop - An open source E-Commerce platform based on Django.
Editor Plugins and IDEs
- Python - The official VSCode extension with rich support for Python.
- PyCharm - Commercial Python IDE by JetBrains. Has free community edition available.
- elpy - Emacs Python Development Environment.
- jedi-vim - Vim bindings for the Jedi auto-completion library for Python.
- python-mode - An all in one plugin for turning Vim into a Python IDE.
- PTVS - Python Tools for Visual Studio.
- spyder - Open Source Python IDE.
- YouCompleteMe - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python.
Email
- modoboa - A mail hosting and management platform including a modern Web UI.
- salmon - A Python Mail Server.
- imbox - Python IMAP for Humans.
- yagmail - Yet another Gmail/SMTP client.
- flanker - An email address and Mime parsing library.
- mailer - High-performance extensible mail delivery framework.
Enterprise Application Integrations
- Zato - ESB, SOA, REST, APIs and Cloud Integrations in Python.
Environment Management
- pyenv - Simple Python version management.
- virtualenv - A tool to create isolated Python environments.
- pyenv-win - Pyenv for Windows, Simple Python version management.
File Format Processing
- pdf_oxide - A fast PDF library for text extraction, image extraction, and markdown conversion, powered by Rust.
- weasyprint - A visual rendering engine for HTML and CSS that can export to PDF.
- markdown-it-py - Markdown parser with 100% CommonMark support, extensions, and syntax plugins.
- pyyaml - YAML implementations for Python.
- tomllib - (Python standard library) Parse TOML files.
- xlwings - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
- pypdf - A library capable of splitting, merging, cropping, and transforming PDF pages.
File Manipulation
- mimetypes - (Python standard library) Map filenames to MIME types.
- pathlib - (Python standard library) An cross-platform, object-oriented path library.
- python-magic - A Python interface to the libmagic file type identification library.
- watchdog - API and shell utilities to monitor file system events.
- path.py - A module wrapper for [os.path](https://docs.python.org/3/library/os.path.html).
- watchfiles - Simple, modern and fast file watching and code reload in python.
- markitdown - Python tool for converting files and office documents to Markdown.
Foreign Function Interface
- cffi - Foreign Function Interface for Python calling C code.
- ctypes - (Python standard library) Foreign Function Interface for Python calling C code.
- PyCUDA - A Python wrapper for Nvidia's CUDA API.
- SWIG - Simplified Wrapper and Interface Generator.
Functional Programming
- coconut - A variant of Python built for simple, elegant, Pythonic functional programming.
- funcy - A fancy and practical functional tools.
- returns - A set of type-safe monads, transformers, and composition utilities.
- toolz - A collection of functional utilities for iterators, functions, and dictionaries.
- cytoolz - Cython implementation of `Toolz`: High performance functional utilities.
- more-itertools - More routines for operating on iterables, beyond `itertools`.
- functools - (Python standard library) Higher-order functions and operations on callable objects.
Game Development
- Arcade - Arcade is a modern Python framework for crafting games with compelling graphics and sound.
- Cocos2d - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications.
- Harfang3D - Python framework for 3D, VR and game development.
- Panda3D - 3D game engine developed by Disney.
- Pygame - Pygame is a set of Python modules designed for writing games.
- PyOgre - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.
- PyOpenGL - Python ctypes bindings for OpenGL and it's related APIs.
- PySDL2 - A ctypes based wrapper for the SDL2 library.
- RenPy - A Visual Novel engine.
- Cocos2d - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications.

Programming Languages

Python 598 C++ 16 Rust 11 C 6 HTML 5 Jupyter Notebook 4 TypeScript 3 Shell 1 Cython 1 Java 1

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Awesome

awesome-python

Data Analysis

Database

Database Drivers

Data Validation

Data Visualization

Date and Time

Debugging Tools

Deep Learning

DevOps Tools

Distributed Computing

Distribution

Documentation

Downloader

E-commerce

Editor Plugins and IDEs

Email

Enterprise Application Integrations

Environment Management

File Format Processing

File Manipulation

Foreign Function Interface

Functional Programming

Game Development