Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

awesome-python

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

  • ajenti - The admin panel your servers deserve.
  • django-grappelli - A jazzy skin for the Django Admin-Interface.
  • flask-admin - Simple and extensible administrative interface framework for Flask.
  • flower - Real-time monitor and web admin for Celery.
  • jet-bridge - Admin panel framework for any application with nice UI (ex Jet Django).
  • wooey - A Django app which creates automatic web UIs for Python scripts.
  • streamlit - A framework which lets you build dashboards, generate reports, or create chat apps in minutes.
  • awesome-algorithms
  • algorithms - Minimal examples of data structures and algorithms.
  • python-ds - A collection of data structure and algorithms for coding interviews.
  • sortedcontainers - Fast and pure-Python implementation of sorted collections.
  • thealgorithms - All Algorithms implemented in Python.
  • pypattyrn - A simple yet effective library for implementing common design patterns.
  • python-patterns - A collection of design patterns in Python.
  • transitions - A lightweight, object-oriented finite state machine implementation.
  • ASGI - compatible web servers.*
  • daphne - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP.
  • uvicorn - A lightning-fast ASGI server implementation, using uvloop and httptools.
  • hypercorn - An ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.
  • awesome-asyncio
  • asyncio - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
  • awesome-asyncio
  • concurrent.futures - (Python standard library) A high-level interface for asynchronously executing callables.
  • multiprocessing - (Python standard library) Process-based parallelism.
  • trio - A friendly library for async concurrency and I/O.
  • twisted - An event-driven networking engine.
  • uvloop - Ultra fast asyncio event loop.
  • eventlet - Asynchronous framework with WSGI support.
  • gevent - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet).
  • audioread - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
  • audioFlux - A library for audio and music analysis, feature extraction.
  • dejavu - Audio fingerprinting and recognition.
  • kapre - Keras Audio Preprocessors.
  • librosa - Python library for audio and music analysis.
  • matchering - A library for automated reference audio mastering.
  • mingus - An advanced music theory and notation package with MIDI file and playback support.
  • pyaudioanalysis - Audio feature extraction, classification, segmentation and applications.
  • pydub - Manipulate audio with a simple and easy high level interface.
  • timeside - Open web audio processing framework.
  • beets - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger.
  • eyed3 - A tool for working with audio files, specifically MP3 files containing ID3 metadata.
  • mutagen - A Python module to handle audio metadata.
  • tinytag - A library for reading music meta data of MP3, OGG, FLAC and Wave files.
  • authlib - JavaScript Object Signing and Encryption draft implementation.
  • django-allauth - Authentication app for Django that "just works."
  • django-oauth-toolkit - OAuth 2 goodies for Django.
  • oauthlib - A generic and thorough implementation of the OAuth request-signing logic.
  • pyjwt - JSON Web Token implementation in Python.
  • python-jose - A JOSE implementation in Python.
  • bitbake - A make-like build tool for embedded Linux.
  • buildout - A build system for creating, assembling and deploying applications from multiple parts.
  • platformio - A console tool to build code with different development platforms.
  • pybuilder - A continuous build tool written in pure Python.
  • scons - A software construction tool.
  • attrs - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions.
  • bidict - Efficient, Pythonic bidirectional map data structures and related functionality..
  • box - Python dictionaries with advanced dot notation access.
  • dataclasses - (Python standard library) Data classes.
  • dotteddict - A library that provides a method of accessing lists and dicts with a dotted path notation.
  • feincms - One of the most advanced Content Management Systems built on Django.
  • indico - A feature-rich event management system, made @ [CERN](https://en.wikipedia.org/wiki/CERN).
  • wagtail - A Django content management system.
  • beaker - A WSGI middleware for sessions and caching.
  • django-cache-machine - Automatic caching and invalidation for Django models.
  • django-cacheops - A slick ORM cache with automatic granular event-driven invalidation.
  • dogpile.cache - dogpile.cache is a next generation replacement for Beaker made by the same authors.
  • hermescache - Python caching library with tag-based invalidation and dogpile effect prevention.
  • pylibmc - A Python wrapper around the [libmemcached](https://libmemcached.org/libMemcached.html) interface.
  • python-diskcache - SQLite and file backed cache backend with faster lookups than memcached and redis.
  • errbot - The easiest and most popular chatbot to implement ChatOps.
  • awesome-static-analysis
  • code2flow - Turn your Python and JavaScript code into DOT flowcharts.
  • prospector - A tool to analyse Python code.
  • vulture - A tool for finding and analysing dead Python code.
  • flake8 - A wrapper around `pycodestyle`, `pyflakes` and McCabe.
  • awesome-flake8-extensions
  • pylint - A fully customizable source code analyzer.
  • black - The uncompromising Python code formatter.
  • isort - A Python utility / library to sort imports.
  • yapf - Yet another Python code formatter from Google.
  • awesome-python-typing
  • mypy - Check variable types during compile time.
  • pyre-check - Performant type checking.
  • typeshed - Collection of library stubs for Python, with static types.
  • monkeytype - A system for Python that generates static type annotations by collecting runtime types.
  • pytype - Pytype checks and infers types for Python code - without requiring type annotations.
  • cement - CLI Application Framework for Python.
  • click - A package for creating beautiful command line interfaces in a composable way.
  • cliff - A framework for creating command-line programs with multi-level commands.
  • python-fire - A library for creating command line interfaces from absolutely any Python object.
  • python-prompt-toolkit - A library for building powerful interactive command lines.
  • alive-progress - A new kind of Progress Bar, with real-time throughput, eta and very cool animations.
  • asciimatics - A package to create full-screen text UIs (from interactive forms to ASCII animations).
  • bashplotlib - Making basic plots in the terminal.
  • colorama - Cross-platform colored terminal text.
  • rich - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler.
  • tqdm - Fast, extensible progress bar for loops and CLI.
  • copier - A library and command-line utility for rendering projects templates.
  • cookiecutter - A command-line utility that creates projects from cookiecutters (project templates).
  • doitlive - A tool for live presentations in the terminal.
  • howdoi - Instant coding answers via the command line.
  • invoke - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
  • pathpicker - Select files out of bash output.
  • thefuck - Correcting your previous console command.
  • tmuxp - A [tmux](https://github.com/tmux/tmux) session manager.
  • try - A dead simple CLI to try out python packages - it's never been easier.
  • httpie - A command line HTTP client, a user-friendly cURL replacement.
  • iredis - Redis CLI with autocompletion and syntax highlighting.
  • litecli - SQLite CLI with autocompletion and syntax highlighting.
  • mycli - MySQL CLI with autocompletion and syntax highlighting.
  • pgcli - PostgreSQL CLI with autocompletion and syntax highlighting.
  • easyocr - Ready-to-use OCR with 40+ languages supported.
  • kornia - Open Source Differentiable Computer Vision Library for PyTorch.
  • opencv - Open Source Computer Vision Library.
  • pytesseract - A wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr).
  • tesserocr - Another simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR.
  • configparser - (Python standard library) INI file parser.
  • configobj - INI file parser with validation.
  • hydra - Hydra is a framework for elegantly configuring complex applications.
  • python-decouple - Strict separation of settings from code.
  • cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.
  • paramiko - The leading native Python SSHv2 protocol library.
  • pynacl - Python binding to the Networking and Cryptography (NaCl) library.
  • pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.
  • aws-sdk-pandas - Pandas on AWS.
  • datasette - An open source multi-tool for exploring and publishing data.
  • optimus - Agile Data Science Workflows made easy with PySpark.
  • 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.
  • awesome-javascript
  • altair - Declarative statistical visualization library for Python.
  • bokeh - Interactive Web Plotting for Python.
  • bqplot - Interactive Plotting Library for the Jupyter Notebook.
  • 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.
  • pygraphviz - Python interface to [Graphviz](http://www.graphviz.org/).
  • 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.
  • 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.
  • 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.
  • awesome-postgres
  • psycopg - The most popular PostgreSQL adapter for Python.
  • awesome-sqlite
  • sqlite3 - (Python standard library) SQlite interface compliant with DB-API 2.0.
  • 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.
  • 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.
  • pytz - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python.
  • 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.
  • 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.
  • tensorflow - The most popular Deep Learning framework created by Google.
  • theano - A library for fast numerical computation.
  • ansible - A radically simple IT automation platform.
  • cloudinit - A multi-distribution package that handles early initialization of a cloud instance.
  • openstack - Open source software for building private and public clouds.
  • 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.
  • 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.
  • Ray - A system for parallel and distributed Python that unifies the machine learning ecosystem.
  • 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/).
  • 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.
  • sphinx - Python Documentation generator.
  • awesome-sphinxdoc
  • pdoc - Epydoc replacement to auto generate API documentation for Python libraries.
  • akshare - A financial data interface library, built for human beings!
  • s3cmd - A command line tool for managing Amazon S3 and CloudFront.
  • youtube-dl - A small command-line program to download videos from YouTube.
  • 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.
  • YouCompleteMe - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python.
  • PTVS - Python Tools for Visual Studio.
  • Python - The official VSCode extension with rich support for Python.
  • PyCharm - Commercial Python IDE by JetBrains. Has free community edition available.
  • spyder - Open Source Python IDE.
  • 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.
  • pyenv - Simple Python version management.
  • virtualenv - A tool to create isolated Python environments.
  • mimetypes - (Python standard library) Map filenames to MIME types.
  • pathlib - (Python standard library) An cross-platform, object-oriented path library.
  • path.py - A module wrapper for [os.path](https://docs.python.org/3/library/os.path.html).
  • python-magic - A Python interface to the libmagic file type identification library.
  • watchdog - API and shell utilities to monitor file system events.
  • coconut - A variant of Python built for simple, elegant, Pythonic functional programming.
  • funcy - A fancy and practical functional tools.
  • more-itertools - More routines for operating on iterables, beyond `itertools`.
  • returns - A set of type-safe monads, transformers, and composition utilities.
  • cytoolz - Cython implementation of `Toolz`: High performance functional utilities.
  • toolz - A collection of functional utilities for iterators, functions, and dictionaries.
  • curses - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications.
  • Eel - A library for making simple Electron-like offline HTML/JS GUI apps.
  • enaml - Creating beautiful user-interfaces with Declarative Syntax like QML.
  • Flexx - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.
  • Gooey - Turn command line programs into a full GUI application with one line.
  • kivy - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
  • pyglet - A cross-platform windowing and multimedia library for Python.
  • PyGObject - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
  • PyQt - Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework.
  • PySimpleGUI - Wrapper for tkinter, Qt, WxPython and Remi.
  • pywebview - A lightweight cross-platform native wrapper around a webview component.
  • Tkinter - Tkinter is Python's de-facto standard GUI package.
  • Toga - A Python native, OS native GUI toolkit.
  • urwid - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
  • wxPython - A blending of the wxWidgets C++ class library with the Python.
  • DearPyGui - A Simple GPU accelerated Python GUI framework
  • graphene - GraphQL framework for Python.
  • 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.
  • django-countries - A Django app that provides a country field for models and forms.
  • geodjango - A world-class geographic web framework.
  • geojson - Python bindings and utilities for GeoJSON.
  • geopy - Python Geocoding Toolbox.
  • beautifulsoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
  • bleach - A whitelist-based HTML sanitization and text linkification library.
  • cssutils - A CSS library for Python.
  • html5lib - A standards-compliant library for parsing and serializing HTML documents and fragments.
  • lxml - A very fast, easy-to-use and versatile library for handling HTML and XML.
  • markupsafe - Implements a XML/HTML/XHTML Markup safe string for Python.
  • pyquery - A jQuery-like library for parsing HTML.
  • untangle - Converts XML documents to Python objects for easy access.
  • WeasyPrint - A visual rendering engine for HTML and CSS that can export to PDF.
  • xmldataset - Simple XML Parsing.
  • xmltodict - Working with XML feel like you are working with JSON.
  • httpx - A next generation HTTP client for Python.
  • requests - HTTP Requests for Humans.
  • treq - Python requests like API built on top of Twisted's HTTP client.
  • urllib3 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.
  • keyboard - Hook and simulate global keyboard events on Windows and Linux.
  • mouse - Hook and simulate global mouse events on Windows and Linux.
  • pynput - A library to control and monitor input devices.
  • scapy - A brilliant packet manipulation library.
  • pillow - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork.
  • python-barcode - Create barcodes in Python with no extra dependencies.
  • pymatting - A library for alpha matting.
  • python-qrcode - A pure Python QR Code generator.
  • pywal - A tool that generates color schemes from images.
  • pyvips - A fast image processing library with low memory needs.
  • quads - Computer art based on quadtrees.
  • scikit-image - A Python library for (scientific) image processing.
  • thumbor - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
  • wand - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick.
  • cpython - **Default, most widely used implementation of the Python programming language written in C.**
  • cython - Optimizing Static Compiler for Python.
  • clpython - Implementation of the Python programming language written in Common Lisp.
  • ironpython - Implementation of the Python programming language written in C#.
  • micropython - A lean and efficient Python programming language implementation.
  • numba - Python JIT compiler to LLVM aimed at scientific Python.
  • peachpy - x86-64 assembler embedded in Python.
  • pypy - A very fast and compliant implementation of the Python language.
  • pyston - A Python implementation using JIT techniques.
  • bpython - A fancy interface to the Python interpreter.
  • Jupyter Notebook (IPython) - A rich toolkit to help you make the most out of using Python interactively.
  • awesome-jupyter
  • ptpython - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit).
  • Babel - An internationalization library for Python.
  • PyICU - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)).
  • Airflow - Airflow is a platform to programmatically author, schedule and monitor workflows.
  • APScheduler - A light but powerful in-process task scheduler that lets you schedule functions.
  • django-schedule - A calendaring app for Django.
  • doit - A task runner and build tool.
  • gunnery - Multipurpose task execution tool for distributed systems with web-based interface.
  • Joblib - A set of tools to provide lightweight pipelining in Python.
  • Plan - Writing crontab file in Python like a charm.
  • Prefect - A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
  • schedule - Python job scheduling for humans.
  • Spiff - A powerful workflow engine implemented in pure Python.
  • TaskFlow - A Python library that helps to make task execution easy, consistent and reliable.
  • logbook - Logging replacement for Python.
  • logging - (Python standard library) Logging facility for Python.
  • loguru - Library which aims to bring enjoyable logging in Python.
  • sentry-python - Sentry SDK for Python.
  • structlog - Structured logging made easy.
  • awesome-machine-learning
  • gym - A toolkit for developing and comparing reinforcement learning algorithms.
  • H2O - Open Source Fast Scalable Machine Learning Platform.
  • Metrics - Machine learning evaluation metrics.
  • NuPIC - Numenta Platform for Intelligent Computing.
  • scikit-learn - The most popular Python library for Machine Learning.
  • Spark ML - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library.
  • vowpal_porpoise - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/).
  • xgboost - A scalable, portable, and distributed gradient boosting library.
  • MindsDB - MindsDB is an open source AI layer for existing databases that allows you to effortlessly develop, train and deploy state-of-the-art machine learning models using standard queries.
  • Python(x,y) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
  • pythonlibs - Unofficial Windows binaries for Python extension packages.
  • PythonNet - Python Integration with the .NET Common Language Runtime (CLR).
  • PyWin32 - Python Extensions for Windows.
  • WinPython - Portable development environment for Windows 7/8.
  • blinker - A fast Python in-process signal/event dispatching system.
  • boltons - A set of pure-Python utilities.
  • itsdangerous - Various helpers to pass trusted data to untrusted environments.
  • magenta - A tool to generate music and art using artificial intelligence.
  • pluginbase - A simple but flexible plugin system for Python.
  • tryton - A general purpose business framework.
  • gensim - Topic Modeling for Humans.
  • langid.py - Stand-alone language identification system.
  • nltk - A leading platform for building Python programs to work with human language data.
  • pattern - A web mining module.
  • polyglot - Natural language pipeline supporting hundreds of languages.
  • pytext - A natural language modeling framework based on PyTorch.
  • PyTorch-NLP - A toolkit enabling rapid deep learning NLP prototyping for research.
  • spacy - A library for industrial-strength natural language processing in Python and Cython.
  • Stanza - The Stanford NLP Group's official Python library, supporting 60+ languages.
  • funNLP - A collection of tools and datasets for Chinese NLP.
  • jieba - The most popular Chinese text segmentation library.
  • pkuseg-python - A toolkit for Chinese word segmentation in various domains.
  • snownlp - A library for processing Chinese text.
  • mininet - A popular network emulator and API written in Python.
  • napalm - Cross-vendor API to manipulate network devices.
  • pox - A Python-based SDN control applications, such as OpenFlow SDN controllers.
  • django-activity-stream - Generating generic activity streams from the actions on your site.
  • Stream Framework - Building news feed and notification systems using Cassandra and Redis.
  • Django Models - The Django ORM.
  • SQLAlchemy - The Python SQL Toolkit and Object Relational Mapper.
  • awesome-sqlalchemy
  • dataset - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
  • orator - The Orator ORM provides a simple yet beautiful ActiveRecord implementation.
  • orm - An async ORM.
  • peewee - A small, expressive ORM.
  • pony - ORM that provides a generator-oriented interface to SQL.
  • pydal - A pure Python Database Abstraction Layer.
  • hot-redis - Rich Python data types for Redis.
  • mongoengine - A Python Object-Document-Mapper for working with MongoDB.
  • PynamoDB - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/).
  • redisco - A Python Library for Simple Models and Containers Persisted in Redis.
  • pip - The package installer for Python.
  • pip-tools - A set of tools to keep your pinned Python dependencies fresh.
  • PyPI
  • conda - Cross-platform, Python-agnostic binary package manager.
  • poetry - Python dependency management and packaging made easy.
  • bandersnatch - PyPI mirroring tool provided by Python Packaging Authority (PyPA).
  • devpi - PyPI server and packaging/testing/release tool.
  • localshop - Local PyPI server (custom packages and auto-mirroring of pypi).
  • warehouse - Next generation Python Package Repository (PyPI).
  • fsociety - A Penetration testing framework.
  • setoolkit - A toolkit for social engineering.
  • sqlmap - Automatic SQL injection and database takeover tool.
  • django-guardian - Implementation of per object permissions for Django 1.2+
  • django-rules - A tiny but powerful app providing object-level permissions to Django, without requiring a database.
  • delegator.py - [Subprocesses](https://docs.python.org/3/library/subprocess.html) for Humans 2.0.
  • sarge - Yet another wrapper for subprocess.
  • sh - A full-fledged subprocess replacement for Python.
  • annoy - Approximate Nearest Neighbors in C++/Python optimized for memory usage.
  • fastFM - A library for Factorization Machines.
  • implicit - A fast Python implementation of collaborative filtering for implicit datasets.
  • libffm - A library for Field-aware Factorization Machine (FFM).
  • lightfm - A Python implementation of a number of popular recommendation algorithms.
  • spotlight - Deep recommender models using PyTorch.
  • Surprise - A scikit for building and analyzing recommender systems.
  • tensorrec - A Recommendation Engine Framework in TensorFlow.
  • Bicycle Repair Man - Bicycle Repair Man, a refactoring tool for Python.
  • Bowler - Safe code refactoring for modern Python.
  • Rope - Rope is a python refactoring library.
  • django-rest-framework - A powerful and flexible toolkit to build web APIs.
  • django-tastypie - Creating delicious APIs for Django apps.
  • eve - REST API framework powered by Flask, MongoDB and good intentions.
  • flask-api - Browsable Web APIs for Flask.
  • flask-restful - Quickly building REST APIs for Flask.
  • cornice - A RESTful framework for Pyramid.
  • falcon - A high-performance framework for building cloud APIs and web app backends.
  • fastapi - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints.
  • hug - A Python 3 framework for cleanly exposing APIs.
  • sandman2 - Automated REST APIs for existing database-driven systems.
  • sanic - A Python 3.6+ web server and web framework that's written to go fast.
  • PythonRobotics - This is a compilation of various robotics algorithms with visualizations.
  • rospy - This is a library for ROS (Robot Operating System).
  • RPyC - A transparent and symmetric RPC library for Python
  • zeroRPC - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/).
  • Python-for-Scientists
  • astropy - A community Python library for Astronomy.
  • bcbio-nextgen - Providing best-practice pipelines for fully automated high throughput sequencing analysis.
  • bccb - Collection of useful code related to biological analysis.
  • Biopython - Biopython is a set of freely available tools for biological computation.
  • cclib - A library for parsing and interpreting the results of computational chemistry packages.
  • Colour - Implementing a comprehensive number of colour theory transformations and algorithms.
  • Karate Club - Unsupervised machine learning toolbox for graph structured data.
  • NetworkX - A high-productivity software for complex networks.
  • NIPY - A collection of neuroimaging toolkits.
  • NumPy - A fundamental package for scientific computing with Python.
  • ObsPy - A Python toolbox for seismology.
  • Open Babel - A chemical toolbox designed to speak the many languages of chemical data.
  • PyDy - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
  • PyMC - Markov Chain Monte Carlo sampling toolkit.
  • QuTiP - Quantum Toolbox in Python.
  • RDKit - Cheminformatics and Machine Learning Software.
  • SciPy - A Python-based ecosystem of open-source software for mathematics, science, and engineering.
  • SimPy - A process-based discrete-event simulation framework.
  • statsmodels - Statistical modeling and econometrics in Python.
  • SymPy - A Python library for symbolic mathematics.
  • Zipline - A Pythonic algorithmic trading library.
  • django-haystack - Modular search for Django.
  • elasticsearch-dsl-py - The official high-level Python client for Elasticsearch.
  • elasticsearch-py - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch).
  • pysolr - A lightweight Python wrapper for [Apache Solr](https://lucene.apache.org/solr/).
  • whoosh - A fast, pure Python search engine library.
  • marshmallow - A lightweight library for converting complex objects to and from simple Python datatypes.
  • pysimdjson - A Python bindings for [simdjson](https://github.com/lemire/simdjson).
  • python-rapidjson - A Python wrapper around [RapidJSON](https://github.com/Tencent/rapidjson).
  • ultrajson - A fast JSON decoder and encoder written in C with Python bindings.
  • python-lambda - A toolkit for developing and deploying Python code in AWS Lambda.
  • Zappa - A tool for deploying WSGI applications on AWS Lambda and API Gateway.
  • xonsh - A Python-powered, cross-platform, Unix-gazing shell language and command prompt.
  • tablib - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
  • docxtpl - Editing a docx document by jinja2 template
  • openpyxl - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
  • pyexcel - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
  • python-docx - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
  • python-pptx - Python library for creating and updating PowerPoint (.pptx) files.
  • unoconv - Convert between any document format supported by LibreOffice/OpenOffice.
  • XlsxWriter - A Python module for creating Excel .xlsx files.
  • xlwings - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
  • xlwt - excel/xlrd) - Writing and reading data and formatting information from Excel files.
  • PDFMiner - A tool for extracting information from PDF documents.
  • PyPDF2 - A library capable of splitting, merging and transforming PDF pages.
  • ReportLab - Allowing Rapid creation of rich PDF documents.
  • Mistune - Fastest and full featured pure Python parsers of Markdown.
  • Python-Markdown - A Python implementation of John Gruber’s Markdown.
  • PyYAML - YAML implementations for Python.
  • csvkit - Utilities for converting to and working with CSV.
  • unp - A command line tool that can unpack archives easily.
  • lektor - An easy to use static CMS and blog engine.
  • mkdocs - Markdown friendly documentation generator.
  • makesite - Simple, lightweight, and magic-free static site/blog generator (< 130 lines).
  • nikola - A static website and blog generator.
  • pelican - Static site generator that supports Markdown and reST syntax.
  • django-taggit - Simple tagging for Django.
  • celery - An asynchronous task queue/job queue based on distributed message passing.
  • dramatiq - A fast and reliable background task processing library for Python 3.
  • huey - Little multi-threaded task queue.
  • mrq - A distributed worker task queue in Python using Redis & gevent.
  • rq - Simple job queues for Python.
  • Genshi - Python templating toolkit for generation of web-aware output.
  • Jinja2 - A modern and designer friendly templating language.
  • Mako - Hyperfast and lightweight templating for the Python platform.
  • hypothesis - Hypothesis is an advanced Quickcheck style property based testing library.
  • nose2 - The successor to `nose`, based on `unittest2.
  • pytest - A mature full-featured Python testing tool.
  • Robot Framework - A generic test automation framework.
  • unittest - (Python standard library) Unit testing framework.
  • green - A clean, colorful test runner.
  • mamba - The definitive testing tool for Python. Born under the banner of BDD.
  • tox - Auto builds and tests distributions in multiple Python versions
  • locust - Scalable user load testing tool written in Python.
  • PyAutoGUI - PyAutoGUI is a cross-platform GUI automation Python module for human beings.
  • Schemathesis - A tool for automatic property-based testing of web applications built with Open API / Swagger specifications.
  • Selenium - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver.
  • sixpack - A language-agnostic A/B Testing framework.
  • splinter - Open source tool for testing web applications.
  • doublex - Powerful test doubles framework for Python.
  • freezegun - Travel through time by mocking the datetime module.
  • httmock - A mocking library for requests for Python 2.6+ and 3.2+.
  • httpretty - HTTP request mock tool for Python.
  • mock - (Python standard library) A mocking and patching library.
  • mocket - A socket mock framework with gevent/asyncio/SSL support.
  • responses - A utility library for mocking out the requests Python library.
  • VCR.py - Record and replay HTTP interactions on your tests.
  • factory_boy - A test fixtures replacement for Python.
  • mixer - Another fixtures replacement. Supports Django, Flask, SQLAlchemy, Peewee and etc.
  • model_mommy - Creating random fixtures for testing in Django.
  • coverage - Code coverage measurement.
  • fake2db - Fake database generator.
  • faker - A Python package that generates fake data.
  • mimesis - is a Python library that help you generate fake data.
  • radar - Generate random datetime / time.
  • chardet - Python 2/3 compatible character encoding detector.
  • difflib - (Python standard library) Helpers for computing deltas.
  • ftfy - Makes Unicode text less broken and more consistent automagically.
  • fuzzywuzzy - Fuzzy String Matching.
  • Levenshtein - Fast computation of Levenshtein distance and string similarity.
  • pangu.py - Paranoid text spacing.
  • pyfiglet - An implementation of figlet written in Python.
  • pypinyin - Convert Chinese hanzi (漢字) to pinyin (拼音).
  • textdistance - Compute distance between sequences with 30+ algorithms.
  • unidecode - ASCII transliterations of Unicode text.
  • awesome-slugify - A Python slugify library that can preserve unicode.
  • python-slugify - A Python slugify library that translates unicode to ASCII.
  • unicode-slugify - A slugifier that generates unicode slugs with Django as a dependency.
  • hashids - Implementation of [hashids](http://hashids.org) in Python.
  • shortuuid - A generator library for concise, unambiguous and URL-safe UUIDs.
  • ply - Implementation of lex and yacc parsing tools for Python.
  • pygments - A generic syntax highlighter.
  • pyparsing - A general purpose framework for generating parsers.
  • python-nameparser - Parsing human names into their individual components.
  • python-phonenumbers - Parsing, formatting, storing and validating international phone numbers.
  • python-user-agents - Browser user agent parser.
  • sqlparse - A non-validating SQL parser.
  • List of Python API Wrappers and Libraries
  • apache-libcloud - One Python library for all clouds.
  • boto3 - Python interface to Amazon Web Services.
  • django-wordpress - WordPress models and views for Django.
  • facebook-sdk - Facebook Platform Python SDK.
  • google-api-python-client - Google APIs Client Library for Python.
  • gspread - Google Spreadsheets Python API.
  • twython - A Python wrapper for the Twitter API.
  • furl - A small Python library that makes parsing and manipulating URLs easy.
  • purl - A simple, immutable URL class with a clean API for interrogation and manipulation.
  • pyshorteners - A pure Python URL shortening lib.
  • webargs - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks.
  • moviepy - A module for script-based movie editing with many formats, including animated GIFs.
  • scikit-video - Video processing routines for SciPy.
  • vidgear - Most Powerful multi-threaded Video Processing framework.
  • django-compressor - Compresses linked and inline JavaScript or CSS into a single cached file.
  • django-pipeline - An asset packaging library for Django.
  • django-storages - A collection of custom storage back ends for Django.
  • fanstatic - Packages, optimizes, and serves static file dependencies as Python packages.
  • fileconveyor - A daemon to detect and sync files to CDNs, S3 and FTP.
  • flask-assets - Helps you integrate webassets into your Flask app.
  • webassets - Bundles, optimizes, and manages unique cache-busting URLs for static resources.
  • html2text - Convert HTML to Markdown-formatted text.
  • lassie - Web Content Retrieval for Humans.
  • micawber - A small library for extracting rich content from URLs.
  • newspaper - News extraction, article extraction and content curation in Python.
  • python-readability - Fast Python port of arc90's readability tool.
  • requests-html - Pythonic HTML Parsing for Humans.
  • sumy - A module for automatic summarization of text documents and HTML pages.
  • textract - Extract text from any document, Word, PowerPoint, PDFs, etc.
  • toapi - Every web site provides APIs.
  • feedparser - Universal feed parser.
  • grab - Site scraping framework.
  • mechanicalsoup - A Python library for automating interaction with websites.
  • scrapy - A fast high-level screen scraping and web crawling framework.
  • django - The most popular web framework in Python.
  • awesome-django
  • awesome-django
  • flask - A microframework for Python.
  • awesome-flask
  • pyramid - A small, fast, down-to-earth, open source Python web framework.
  • awesome-pyramid
  • masonite - The modern and developer centric Python web framework.
  • tornado - A web framework and asynchronous networking library.
  • autobahn-python - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html).
  • channels - Developer-friendly asynchrony for Django.
  • websockets - A library for building WebSocket servers and clients with a focus on correctness and simplicity.
  • gunicorn - Pre-forked, ported from Ruby's Unicorn project.
  • uwsgi - A project aims at developing a full stack for building hosting services, written in C.
  • waitress - Multi-threaded, powers Pyramid.
  • werkzeug - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.
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Programming Languages
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Keywords
python 313 python3 31 machine-learning 27 django 23 http 19 database 15 data-science 15 deep-learning 14 testing 13 cli 12 framework 12 json 11 web 11 flask 11 asyncio 10 awesome 9 awesome-list 9 pypi 9 python-library 8 redis 8 python-3 8 api 8 async 7 music 7 audio 7 terminal 7 rest 7 library 7 validation 7 pandas 6 network 6 linter 6 python2 6 debugging 6 orm 6 artificial-intelligence 6 automation 6 mongodb 6 linux 6 pytorch 6 aws 6 asgi 6 datetime 5 sqlalchemy 5 data-analysis 5 natural-language-processing 5 image-processing 5 sql 5 wsgi 5 requests 5