Awesome Python

Admin Panels

  • ajenti ajenti 7,346
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    updated about 2 months ago MIT License

    Ajenti Core and stock plugins

  • updated 2 months ago GNU Affero Genera...

    Modern responsive template for the Django admin interface with improved functionality. We are proud to announce completely new Jet. Please check out Live Demo

  • updated 3 months ago BSD 3-Clause "New...

    Simple and extensible administrative interface framework for Flask

  • flower flower 6,049
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    updated 3 months ago Other

    Real-time monitor and web admin for Celery distributed task queue

  • updated 9 months ago MIT License

    Jet Admin – No-code Business App builder

  • xadmin xadmin 4,739
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    updated 4 months ago BSD 3-Clause "New...

    Drop-in replacement of Django admin comes with lots of goodies, fully extensible with plugin support, pretty UI based on Twitter Bootstrap.

Algorithms and Design Patterns

  • algorithms algorithms 23,518
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    updated 5 days ago MIT License

    Minimal examples of data structures and algorithms in Python

  • updated 2 months ago

    A curated list of awesome places to learn and/or practice algorithms.

  • PyPattyrn PyPattyrn 2,176
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    updated almost 2 years ago MIT License

    A simple library for implementing common design patterns.

  • Python Python 177,438
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    updated 10 days ago MIT License

    All Algorithms implemented in Python

  • python-ds python-ds 2,649
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    updated over 1 year ago MIT License

    No non-sense and no BS repo for how data structure code should be in Python - simple and elegant.

  • updated 4 months ago

    A collection of design patterns/idioms in Python

  • updated about 1 month ago Other

    Python Sorted Container Types: Sorted List, Sorted Dict, and Sorted Set

  • updated 4 months ago MIT License

    A lightweight, object-oriented finite state machine implementation in Python with many extensions

ASGI Servers

  • daphne daphne 2,254
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    updated 7 days ago BSD 3-Clause "New...

    Django Channels HTTP/WebSocket server

  • uvicorn uvicorn 7,747
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    updated 13 days ago BSD 3-Clause "New...

    An ASGI web server, for Python. 🦄

Asynchronous Programming

  • updated about 1 year ago Other

    A curated list of awesome Python asyncio frameworks, libraries, software and resources

  • trio trio 5,810
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    updated about 1 month ago Other

    Trio – a friendly Python library for async concurrency and I/O

  • uvloop uvloop 9,912
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    updated about 1 month ago Apache License 2.0

    Ultra fast asyncio event loop.

Audio

  • updated about 2 months ago MIT License

    cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding for Python

  • beets beets 12,369
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    updated 5 days ago MIT License

    music library manager and MusicBrainz tagger

  • dejavu dejavu 6,268
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    updated 8 months ago MIT License

    Audio fingerprinting and recognition in Python

  • eyeD3 eyeD3 504
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    updated 8 months ago GNU General Publi...

    eyeD3 is a Python module and command line program for processing ID3 tags. Information about mp3 files (i.e bit rate, sample frequency, play time, etc.) is also provided. The formats supported are ID3v1 (1.0/1.1) and ID3v2 (2.3/2.4).

  • kapre kapre 907
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    updated 6 months ago MIT License

    kapre: Keras Audio Preprocessors

  • librosa librosa 6,354
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    updated 4 months ago ISC License

    Python library for audio and music analysis

  • updated 3 months ago GNU General Publi...

    🎚️ Open Source Audio Matching and Mastering

  • mutagen mutagen 1,422
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    updated 2 months ago GNU General Publi...

    Python module for handling audio metadata

  • updated 6 months ago Apache License 2.0

    Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

  • pydub pydub 8,290
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    updated 13 days ago MIT License

    Manipulate audio with a simple and easy high level interface

  • updated 5 months ago MIT License

    Read audio and music meta data and duration of MP3, OGG, OPUS, MP4, M4A, FLAC, WMA, Wave and AIFF files with python 2 or 3

Authentication

  • authlib authlib 3,619
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    updated 12 months ago BSD 3-Clause "New...

    The ultimate Python library in building OAuth, OpenID Connect clients and servers. JWS,JWE,JWK,JWA,JWT included.

  • updated 7 months ago MIT License

    Integrated set of Django applications addressing authentication, registration, account management as well as 3rd party (social) account authentication.

  • pyjwt pyjwt 4,883
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    updated 27 days ago MIT License

    JSON Web Token implementation in Python

  • updated 19 days ago MIT License

    A JOSE implementation in Python

  • updated 5 months ago MIT License

    Python module for generating and verifying JSON Web Tokens

  • updated almost 2 years ago MIT License

    A fully tested, abstract interface to creating OAuth clients and servers.

  • updated almost 2 years ago BSD 3-Clause "New...

    Social auth made simple

Build Tools

  • updated 4 months ago Apache License 2.0

    Your Gateway to Embedded Software Development Excellence 👽

  • pybuilder pybuilder 1,616
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    updated 2 months ago Apache License 2.0

    Software build automation tool for Python.

Built-in Classes Enhancement

  • attrs attrs 5,051
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    updated about 1 month ago MIT License

    Python Classes Without Boilerplate

  • bidict bidict 1,374
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    updated 3 months ago Mozilla Public Li...

    The bidirectional mapping library for Python.

  • Box Box 2,267
    star
    updated 8 months ago MIT License

    Python dictionaries with advanced dot notation access

  • updated about 1 year ago MIT License

    Python library that provides a method of accessing lists and dicts with a dotted path notation.

Caching

  • beaker beaker 511
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    updated about 1 month ago Other

    WSGI middleware for sessions and caching

  • updated about 1 year ago BSD 3-Clause "New...

    Automatic caching and invalidation for Django models through the ORM.

  • updated about 1 month ago BSD 3-Clause "New...

    A slick ORM cache with automatic granular event-driven invalidation.

  • updated 6 months ago BSD 3-Clause "New...

    A Python wrapper around the libmemcached interface from TangentOrg.

ChatGPT and LLMs

  • updated over 1 year ago MIT License

    Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"

  • updated about 2 years ago BSD 3-Clause "New...
  • gpt-2 gpt-2 20,844
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    updated 3 months ago Other

    Code for the paper "Language Models are Unsupervised Multitask Learners"

  • updated almost 5 years ago MIT License

    Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation

  • updated 4 months ago MIT License

    Specify what you want it to build, the AI asks for clarification, and then builds it.

  • pdfGPT pdfGPT 6,485
    star
    updated 3 months ago MIT License

    PDF GPT allows you to chat with the contents of your PDF file by using GPT capabilities. The most effective open source solution to turn your pdf files in a chatbot!

  • PPLM PPLM 1,102
    star
    updated about 2 months ago Apache License 2.0

    Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

  • updated 2 days ago Apache License 2.0

    Multilingual Sentence & Image Embeddings with BERT

  • updated 10 months ago Apache License 2.0

    Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

  • sockeye sockeye 1,181
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    updated 10 months ago Apache License 2.0

    Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

  • texar texar 2,381
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    updated over 2 years ago Apache License 2.0

    Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

  • updated 3 months ago Apache License 2.0

    Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

  • XLM XLM 2,763
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    updated 11 months ago Other

    PyTorch original implementation of Cross-lingual Language Model Pretraining.

ChatOps Tools

  • errbot errbot 3,047
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    updated 3 months ago GNU General Publi...

    Errbot is a chatbot, a daemon that connects to your favorite chat service and bring your tools and some fun into the conversation.

CMS

  • updated 4 months ago BSD 3-Clause "New...

    A Django-based CMS with a focus on extensibility and concise code

  • indico indico 1,641
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    updated 13 days ago MIT License

    Indico - A feature-rich event management system, made @ CERN, the place where the Web was born.

  • Kotti Kotti 410
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    updated 7 months ago Other

    Kotti is a high-level, Pythonic web application framework based on Pyramid and SQLAlchemy. It includes an extensible Content Management System called the Kotti CMS.

  • mezzanine mezzanine 4,711
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    updated 4 months ago BSD 2-Clause "Sim...

    CMS framework for Django

Code Analysis

  • updated 27 days ago Other

    :octocat: A curated awesome list of flake8 extensions. Feel free to contribute! 🎓

  • updated 5 months ago Creative Commons ...

    Collection of awesome Python types, stubs, plugins, and tools to work with them.

  • coala coala 3,509
    star
    updated almost 2 years ago GNU Affero Genera...

    coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming languages you use.

  • code2flow code2flow 3,574
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    updated 12 months ago MIT License

    Pretty good call graphs for dynamic languages

  • updated 11 months ago Other

    A Python library that generates static type annotations by collecting runtime types

  • updated about 2 months ago GNU General Publi...

    Inspects Python source files and provides information about type and location of classes, methods etc

  • updated over 5 years ago GNU General Publi...

    pycallgraph is a Python module that creates call graphs for Python programs.

  • pylama pylama 1,033
    star
    updated 6 months ago MIT License

    Code audit tool for python.

  • updated 2 months ago MIT License

    Performant type-checking for python.

  • pytype pytype 4,528
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    updated 9 days ago Other

    A static type analyzer for Python code

  • typeshed typeshed 4,050
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    updated 5 days ago Other

    Collection of library stubs for Python, with static types

  • vulture vulture 2,930
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    updated about 2 months ago MIT License

    Find dead Python code

  • updated 1 day ago MIT License

    The strictest and most opinionated python linter ever!

  • yapf yapf 13,560
    star
    updated 3 months ago Apache License 2.0

    A formatter for Python files

Code Coverage

  • updated about 1 year ago Apache License 2.0

    Python report uploader for Codecov

  • updated about 1 month ago Apache License 2.0

    The code coverage tool for Python

  • updated 2 months ago Other

    A Django plugin for pytest.

  • updated 2 months ago MIT License

    extracted --boxed from pytest-xdist to ensure backward compat

  • updated about 2 months ago MIT License

    Thin-wrapper around the mock package for easier use with pytest

  • updated about 2 months ago MIT License

    🎲 Pytest plugin to randomly order tests and control random.seed

  • updated about 2 months ago Other

    a pytest plugin that re-runs failed tests up to -n times to eliminate flakey failures

  • updated 2 months ago MIT License
  • updated about 2 months ago MIT License

    pytest plugin for distributed testing and loop-on-failures testing modes.

  • updated about 2 months ago MIT License

    pytest external process plugin

Command-line Interface Development

  • updated 10 months ago MIT License

    A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!

  • updated 5 months ago Apache License 2.0

    A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII art animations

  • updated almost 2 years ago MIT License

    plotting in the terminal

  • python-fire python-fire 26,112
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    updated about 1 month ago Other

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

  • rich rich 46,695
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    updated about 1 month ago MIT License

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

  • tqdm tqdm 26,439
    star
    updated 5 months ago Other

    ⚡ A Fast, Extensible Progress Bar for Python and CLI

Command-line Tools

  • aws-cli aws-cli 14,304
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    updated 7 months ago Other

    Universal Command Line Interface for Amazon Web Services

  • doitlive doitlive 3,387
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    updated about 2 months ago MIT License

    Because sometimes you need to do it live

  • howdoi howdoi 10,202
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    updated 9 months ago MIT License

    instant coding answers via the command line

  • iredis iredis 2,468
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    updated 2 months ago BSD 3-Clause "New...

    Interactive Redis: A Terminal Client for Redis with AutoCompletion and Syntax Highlighting.

  • updated over 1 year ago Apache License 2.0

    Kubernetes shell: An integrated shell for working with the Kubernetes

  • litecli litecli 1,986
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    updated 5 months ago BSD 3-Clause "New...

    CLI for SQLite Databases with auto-completion and syntax highlighting

  • mycli mycli 11,182
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    updated 3 months ago Other

    A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.

  • updated 4 months ago MIT License

    PathPicker accepts a wide range of input -- output from git commands, grep results, searches -- pretty much anything. After parsing the input, PathPicker presents you with a nice UI to select which files you're interested in. After that you can open them in your favorite editor or execute arbitrary commands.

  • percol percol 3,227
    star
    updated about 2 years ago

    adds flavor of interactive filtering to the traditional pipe concept of UNIX shell

  • pgcli pgcli 11,553
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    updated 2 months ago BSD 3-Clause "New...

    Postgres CLI with autocompletion and syntax highlighting

  • saws saws 5,187
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    updated 16 days ago Other

    A supercharged AWS command line interface (CLI).

  • thefuck thefuck 80,068
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    updated 5 months ago MIT License

    Magnificent app which corrects your previous console command.

  • tmux tmux 32,442
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    updated about 1 month ago Other

    tmux source code

  • try try 704
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    updated almost 2 years ago MIT License

    Dead simple CLI tool to try Python packages - It's never been easier! 📦

Compatibility

  • updated 6 months ago Other

    Modernizes Python code for eventual Python 3 migration. Built on top of fissix (a fork of lib2to3)

Computer Vision

  • updated 3 months ago MIT License

    The world's simplest facial recognition api for Python and the command line

  • kornia kornia 9,247
    star
    updated 21 days ago Apache License 2.0

    Geometric Computer Vision Library for Spatial AI

  • updated about 2 months ago Apache License 2.0

    A Python wrapper for Google Tesseract

  • SimpleCV SimpleCV 2,653
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    updated over 1 year ago BSD 3-Clause "New...

    The Open Source Framework for Machine Vision

  • tesserocr tesserocr 1,898
    star
    updated 6 months ago MIT License

    A Python wrapper for the tesseract-ocr API

Concurrency and Parallelism

  • greenlet greenlet 1,564
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    updated 4 months ago Other

    Lightweight in-process concurrent programming

  • scoop scoop 612
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    updated about 1 year ago GNU Lesser Genera...

    SCOOP (Scalable COncurrent Operations in Python)

  • uvloop uvloop 9,912
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    updated about 1 month ago Apache License 2.0

    Ultra fast asyncio event loop.

Configuration

  • updated 3 months ago Other

    Python 3+ compatible port of the configobj library

  • hydra hydra 8,044
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    updated about 1 month ago MIT License

    Hydra is a framework for elegantly configuring complex applications

  • updated 3 months ago MIT License

    Strict separation of config from code.

Crypto

  • updated 7 months ago MIT License

    Ethereum ABI utilities for python

  • updated 2 months ago MIT License

    Account abstraction library for web3.py

  • updated 3 months ago MIT License

    The Ethereum hashing function, keccak256, sometimes (erroneously) called sha256 or sha3

  • updated 3 months ago MIT License

    A common API for Ethereum key operations.

  • updated 3 months ago MIT License

    Tool suite for testing ethereum applications.

  • updated about 1 month ago MIT License

    Python types for type hinting commonly used ethereum types

  • updated 3 months ago MIT License

    Utility functions for working with ethereum related codebases.

  • py-evm py-evm 2,172
    star
    updated about 1 month ago MIT License

    A Python implementation of the Ethereum Virtual Machine

  • web3.py web3.py 4,701
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    updated about 1 month ago MIT License

    A python interface for interacting with the Ethereum blockchain and ecosystem.

Cryptography

  • pynacl pynacl 1,026
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    updated about 1 month ago Apache License 2.0

    Python binding to the Networking and Cryptography (NaCl) library

Data

  • plotly.py plotly.py 15,052
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    updated 27 days ago MIT License

    The interactive graphing library for Python ✨ This project now includes Plotly Express!

  • updated 6 months ago Apache License 2.0

    StreamAlert is a serverless, realtime data analysis framework which empowers you to ingest, analyze, and alert on data from any environment, using datasources and alerting logic you define.

Data Analysis

  • blaze blaze 3,180
    star
    updated 7 months ago BSD 3-Clause "New...

    NumPy and Pandas interface to Big Data

  • mining mining 1,255
    star
    updated over 7 years ago MIT License

    Business Intelligence (BI) in Python, OLAP

Database

  • chroma chroma 12,045
    star
    updated 3 days ago Apache License 2.0

    the AI-native open-source embedding database

  • updated 11 months ago BSD 3-Clause "New...

    pickleDB is an open source key-value store using Python's json module.

  • tinydb tinydb 6,370
    star
    updated 3 months ago MIT License

    TinyDB is a lightweight document oriented database optimized for your happiness :)

  • ZODB ZODB 624
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    updated 7 months ago Other

    Python object-oriented database

Database Drivers

  • apsw apsw 689
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    updated about 1 month ago Other

    Another Python SQLite wrapper

  • updated 5 months ago Creative Commons ...

    A curated list of awesome PostgreSQL software, libraries, tools and resources, inspired by awesome-mysql

  • updated about 2 months ago Creative Commons ...

    A collection of awesome sqlite tools, scripts, books, etc

  • updated about 2 months ago Other

    ClickHouse Python Driver with native interface support

  • updated 3 months ago Apache License 2.0

    PyMongo - the Official MongoDB Python driver

  • motor motor 2,318
    star
    updated 3 days ago Apache License 2.0

    Motor - the async Python driver for MongoDB and Tornado or asyncio

  • PyMySQL PyMySQL 7,495
    star
    updated 3 months ago MIT License

    MySQL client library for Python

  • updated 22 days ago Apache License 2.0

    DataStax Python Driver for Apache Cassandra

  • updated over 2 years ago BSD 3-Clause "New...

    PostgreSQL database access simplified

  • updated almost 4 years ago MIT License

    A supercharged SQLite library for Python

Data Validation

  • cerberus cerberus 3,058
    star
    updated 6 months ago ISC License

    Lightweight, extensible data validation library for Python

  • updated 7 months ago MIT License

    An implementation of the JSON Schema specification for Python

  • schema schema 2,830
    star
    updated 23 days ago MIT License

    Schema validation just got Pythonic

  • updated 9 months ago Other

    Python Data Structures for Humans™.

  • updated over 1 year ago MIT License

    Lightweight data validation and adaptation Python library.

  • updated 3 months ago BSD 3-Clause "New...

    CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data validation library.

Data Visualization

  • altair altair 8,827
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    updated about 1 month ago BSD 3-Clause "New...

    Declarative statistical visualization library for Python

  • bokeh bokeh 18,591
    star
    updated 2 months ago BSD 3-Clause "New...

    Interactive Data Visualization in the browser, from Python

  • cartopy cartopy 1,329
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    updated 2 months ago BSD 3-Clause "New...

    Cartopy - a cartographic python library with matplotlib support

  • chartify chartify 3,447
    star
    updated 3 months ago Apache License 2.0

    Python library that makes it easy for data scientists to create charts.

  • diagrams diagrams 33,942
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    updated 3 months ago MIT License

    🎨 Diagram as Code for prototyping cloud system architectures

  • plotnine plotnine 3,759
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    updated about 1 month ago MIT License

    A Grammar of Graphics for Python

  • seaborn seaborn 11,646
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    updated 3 months ago BSD 3-Clause "New...

    Statistical data visualization in Python

  • vispy vispy 3,193
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    updated 2 months ago Other

    Main repository for Vispy

Date and Time

  • updated over 4 years ago MIT License

    A Python 3 library for parsing human-written times and dates

  • dateutil dateutil 2,227
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    updated about 1 month ago Other

    Useful extensions to the standard Python datetime features

  • delorean delorean 1,845
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    updated about 1 year ago MIT License

    Delorean: Time Travel Made Easy

  • maya maya 3,401
    star
    updated 16 days ago MIT License

    Datetimes for Humans™

  • moment moment 724
    star
    updated 12 months ago

    A Python library for dealing with dates

  • pendulum pendulum 6,024
    star
    updated 27 days ago MIT License

    Python datetimes made easy

  • PyTime PyTime 155
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    updated over 1 year ago MIT License

    PyTime is an easy-use Python module which aims to operate date/time/datetime by string.

  • updated over 4 years ago BSD 3-Clause "New...

    Friendly Python Dates

Debugging

  • updated 5 months ago Apache License 2.0

    Python Cloud Debugger

  • ptvsd ptvsd 536
    star
    updated over 3 years ago Other

    Python debugger package for use with Visual Studio and Visual Studio Code.

  • pytest pytest 11,150
    star
    updated about 2 months ago MIT License

    The pytest framework makes it easy to write small tests, yet scales to support complex functional testing

  • updated about 1 month ago MIT License

    Coverage plugin for pytest.

  • updated 24 days ago Other

    Plugin for generating HTML reports for pytest results

  • updated about 2 months ago MIT License

    Thin-wrapper around the mock package for easier use with pytest

  • updated about 2 months ago MIT License

    pytest plugin for distributed testing and loop-on-failures testing modes.

  • werkzeug werkzeug 6,518
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    updated about 1 month ago BSD 3-Clause "New...

    The comprehensive WSGI web application library.

Debugging Tools

  • updated about 1 month ago BSD 3-Clause "New...

    A configurable set of panels that display various debug information about the current request/response.

  • updated about 4 years ago BSD 3-Clause "New...

    A drop-in replacement for Django's runserver.

  • icecream icecream 8,227
    star
    updated about 2 months ago MIT License

    🍦 Never use print() to debug again.

  • ipdb ipdb 1,802
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    updated 9 months ago BSD 3-Clause "New...

    Integration of IPython pdb

  • updated over 2 years ago Other

    (OLD REPO) Line-by-line profiling for Python - Current repo ->

  • updated over 5 years ago GNU General Publi...

    Trace any Python program, anywhere!

  • pudb pudb 2,778
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    updated 6 months ago Other

    Full-screen console debugger for Python

  • py-spy py-spy 10,621
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    updated 9 months ago MIT License

    Sampling profiler for Python programs

  • updated 3 months ago Other

    Parsing ELF and DWARF in Python

  • pyringe pyringe 1,638
    star
    updated over 4 years ago Other

    Debugger capable of attaching to and injecting code into python processes.

  • updated 12 months ago BSD 2-Clause "Sim...

    Hunter is a flexible code tracing toolkit.

  • updated over 1 year ago BSD 2-Clause "Sim...

    Debugging manhole for python applications.

  • vprof vprof 3,939
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    updated almost 2 years ago BSD 2-Clause "Sim...

    Visual profiler for Python

  • wdb wdb 1,571
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    updated over 1 year ago GNU General Publi...

    An improbable web debugger through WebSockets

Deep Learning

  • caffe caffe 33,781
    star
    updated about 2 months ago Other

    Caffe: a fast open framework for deep learning.

  • keras keras 60,873
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    updated 4 days ago Apache License 2.0

    Deep Learning for humans

  • pytorch pytorch 77,576
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    updated 2 days ago Other

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

  • pytorch3d pytorch3d 7,322
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    updated 11 months ago Other

    PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

  • SerpentAI SerpentAI 6,661
    star
    updated over 1 year ago MIT License

    Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!

  • tensorflow tensorflow 181,486
    star
    updated 27 days ago Apache License 2.0

    An Open Source Machine Learning Framework for Everyone

  • Theano Theano 9,850
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    updated 3 months ago Other

    Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor

  • TTS TTS 28,027
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    updated about 1 month ago Mozilla Public Li...

    🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

DevOps Tools

  • ansible ansible 58,550
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    updated 7 months ago GNU General Publi...

    Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com.

  • cuisine cuisine 1,257
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    updated about 1 year ago Other

    Chef-like functionality for Fabric

  • fabric fabric 14,474
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    updated 3 months ago BSD 2-Clause "Sim...

    Simple, Pythonic remote execution and deployment.

  • fabtools fabtools 1,252
    star
    updated over 4 years ago BSD 2-Clause "Sim...

    Tools for writing awesome Fabric files

  • foreman foreman 5,890
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    updated 12 months ago MIT License

    Manage Procfile-based applications

  • honcho honcho 1,574
    star
    updated 3 months ago MIT License

    Honcho: a python clone of Foreman. For managing Procfile-based applications.

  • psutil psutil 9,865
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    updated about 1 month ago BSD 3-Clause "New...

    Cross-platform lib for process and system monitoring in Python

  • pyinfra pyinfra 2,400
    star
    updated 7 months ago MIT License

    pyinfra automates infrastructure super fast at massive scale. It can be used for ad-hoc command execution, service deployment, configuration management and more.

  • salt salt 13,741
    star
    updated about 2 months ago Apache License 2.0

    Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:

  • updated 3 months ago Other

    Supervisor process control system for Unix (supervisord)

Diffusion Text to Image

  • updated about 6 years ago MIT License

    Text to image synthesis using thought vectors

Distributed Computing

  • dask dask 11,967
    star
    updated 4 days ago BSD 3-Clause "New...

    Parallel computing with task scheduling

  • faust faust 6,668
    star
    updated 5 months ago Other

    Python Stream Processing

  • luigi luigi 17,089
    star
    updated 3 months ago Apache License 2.0

    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.

  • mrjob mrjob 2,609
    star
    updated about 1 year ago Other

    Run MapReduce jobs on Hadoop or Amazon Web Services

  • ray ray 30,891
    star
    updated 5 days ago Apache License 2.0

    Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

  • updated 8 months ago Apache License 2.0

    Run Python in Apache Storm topologies. Pythonic API, CLI tooling, and a topology DSL.

Distribution

  • updated 11 months ago GNU General Publi...

    Python virtualenvs in Debian packages

  • pyarmor pyarmor 2,763
    star
    updated 2 months ago Other

    A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.

  • pyinstaller pyinstaller 11,232
    star
    updated 9 days ago Other

    Freeze (package) Python programs into stand-alone executables

  • shiv shiv 1,682
    star
    updated about 2 months ago BSD 2-Clause "Sim...

    shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all their dependencies included.

Documentation

  • updated 7 months ago Other

    A curated list of awesome tools for Sphinx Python Documentation Generator

  • pdoc pdoc 1,624
    star
    updated 7 months ago The Unlicense

    API Documentation for Python Projects

  • pycco pycco 839
    star
    updated 10 months ago Other

    Literate-style documentation generator.

  • sphinx sphinx 5,754
    star
    updated 5 months ago Other

    The Sphinx documentation generator

Downloader

  • s3cmd s3cmd 4,407
    star
    updated 2 months ago GNU General Publi...

    Official s3cmd repo -- Command line tool for managing S3 compatible storage services (including Amazon S3 and CloudFront).

  • s4cmd s4cmd 1,322
    star
    updated 9 months ago Apache License 2.0

    Super S3 command line tool

E-commerce

  • alipay alipay 326
    star
    updated over 6 years ago

    An Unofficial Alipay API for Python

  • updated about 2 months ago BSD 2-Clause "Sim...

    Ecommerce for Mezzanine

  • updated 6 months ago BSD 3-Clause "New...

    A Django based shop system

  • updated 8 months ago MIT License

    Foreign exchange rates, Bitcoin price index and currency conversion using ratesapi.io

  • merchant merchant 1,012
    star
    updated almost 2 years ago BSD 3-Clause "New...

    A Django app to accept payments from various payment processors via Pluggable backends.

  • money money 227
    star
    updated about 1 year ago MIT License

    Python money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.

  • updated over 2 years ago GNU General Publi...

    Display money format and its filthy currencies, for all money lovers out there.

Email

  • flanker flanker 1,611
    star
    updated 5 months ago Apache License 2.0

    Python email address and Mime parsing library

  • imbox imbox 1,165
    star
    updated 4 months ago MIT License

    Python IMAP for Human beings

  • mailer mailer 277
    star
    updated 6 months ago MIT License

    A light-weight, modular, message representation and mail delivery framework for Python.

  • modoboa modoboa 2,887
    star
    updated 13 days ago ISC License

    Mail hosting made simple

  • salmon salmon 626
    star
    updated about 1 year ago Other

    A Python Mail Server

  • yagmail yagmail 2,579
    star
    updated over 1 year ago MIT License

    Send email in Python conveniently for gmail using yagmail

Enterprise Application Integrations

  • airflow airflow 33,999
    star
    updated 24 days ago Apache License 2.0

    Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

  • ansible ansible 58,550
    star
    updated 7 months ago GNU General Publi...

    Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com.

  • updated 5 months ago Apache License 2.0

    A collection of useful CloudFormation templates

  • updated about 1 year ago Other

    AWS Glue Libraries are additions and enhancements to Spark for ETL operations.

  • updated 10 months ago MIT No Attribution

    A developer toolkit to implement Serverless best practices and increase developer velocity.

  • boto3 boto3 8,584
    star
    updated about 2 months ago Apache License 2.0

    AWS SDK for Python

  • updated 7 months ago Apache License 2.0

    Official Python client for Elasticsearch

  • flask flask 65,996
    star
    updated about 1 month ago BSD 3-Clause "New...

    The Python micro framework for building web applications.

  • updated 7 months ago Apache License 2.0

    🐍 The official Python client library for Google's discovery based APIs.

  • invoke invoke 4,233
    star
    updated 14 days ago BSD 2-Clause "Sim...

    Pythonic task management & command execution.

  • luigi luigi 17,089
    star
    updated 3 months ago Apache License 2.0

    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.

  • pika pika 3,465
    star
    updated 9 months ago BSD 3-Clause "New...

    Pure Python RabbitMQ/AMQP 0-9-1 client library

  • requests requests 51,187
    star
    updated about 1 month ago Apache License 2.0

    A simple, yet elegant, HTTP library.

Environment Management

  • pyenv pyenv 35,386
    star
    updated 2 months ago MIT License

    Simple Python version management

  • updated 2 months ago MIT License

    Virtual Python Environment builder

Fake Data

  • fake2db fake2db 2,256
    star
    updated over 4 years ago GNU General Publi...

    create custom test databases that are populated with fake data

  • faker faker 16,985
    star
    updated 29 days ago MIT License

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

  • mimesis mimesis 4,243
    star
    updated about 2 months ago MIT License

    Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.

Files

  • updated 3 months ago Other

    A python wrapper for libmagic

  • updated over 2 years ago

    An object-oriented approach to Python file/directory operations.

  • watchdog watchdog 6,237
    star
    updated 2 months ago Apache License 2.0

    Python library and shell utilities to monitor filesystem events.

Finance

  • arch arch 1,239
    star
    updated 3 months ago Other

    ARCH models in Python

  • backtrader backtrader 12,665
    star
    updated about 2 months ago GNU General Publi...

    Python Backtesting library for trading strategies

  • empyrical empyrical 1,210
    star
    updated 3 months ago Apache License 2.0

    Common financial risk and performance metrics. Used by zipline and pyfolio.

  • qgrid qgrid 3,018
    star
    updated 3 months ago Apache License 2.0

    An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks

  • yfinance yfinance 11,688
    star
    updated 12 days ago Apache License 2.0

    Download market data from Yahoo! Finance's API

  • zipline zipline 16,969
    star
    updated 2 months ago Apache License 2.0

    Zipline, a Pythonic Algorithmic Trading Library

Foreign Function Interface

  • llvmlite llvmlite 1,774
    star
    updated 2 months ago BSD 2-Clause "Sim...

    A lightweight LLVM python binding for writing JIT compilers

Forms

  • deform deform 400
    star
    updated 11 months ago Other

    A Python HTML form library.

  • updated about 1 month ago BSD 3-Clause "New...

    Bootstrap 4 integration with Django.

  • updated 6 days ago MIT License

    The best way to have DRY Django forms. The app provides a tag and filter that lets you quickly render forms in a div format while providing an enormous amount of capability to configure and control the rendered HTML.

  • updated about 1 year ago MIT License

    A platform independent django form serializer

  • wtforms wtforms 1,452
    star
    updated about 1 month ago BSD 3-Clause "New...

    A flexible forms validation and rendering library for Python.

Functional Programming

  • coconut coconut 3,937
    star
    updated 26 days ago Apache License 2.0

    Simple, elegant, Pythonic functional programming.

  • fn.py fn.py 3,302
    star
    updated over 1 year ago Other

    Functional programming in Python: implementation of missing features to enjoy FP

  • funcy funcy 3,248
    star
    updated 26 days ago BSD 3-Clause "New...

    A fancy and practical functional tools

  • returns returns 3,249
    star
    updated 9 days ago BSD 2-Clause "Sim...

    Make your functions return something meaningful, typed, and safe!

  • toolz toolz 4,469
    star
    updated 3 months ago Other

    A functional standard library for Python.

Game Development

  • updated 12 months ago

    The first level of Super Mario Bros made with Python and Pygame.

  • updated 8 months ago

    This is the code base for the pygame tutorials posted on my YouTube channel.

  • updated 3 months ago
  • updated 11 months ago

    Creating the game Space Invaders using Pygame Module in Python

Geolocation

  • updated 2 months ago MIT License

    A Django application that provides country choices for use with forms, flag icons static files, and a country field for models.

  • updated about 3 years ago GNU Lesser Genera...

    DEPRECATED GeoIP Legacy Python API

GIS

  • cartopy cartopy 1,329
    star
    updated 2 months ago BSD 3-Clause "New...

    Cartopy - a cartographic python library with matplotlib support

  • geopandas geopandas 4,072
    star
    updated about 2 months ago BSD 3-Clause "New...

    Python tools for geographic data

  • updated 12 days ago Other

    Core components of Python Spatial Analysis Library

  • pyshp pyshp 1,066
    star
    updated 3 months ago MIT License

    This library reads and writes ESRI Shapefiles in pure Python.

Graph

  • cugraph cugraph 1,559
    star
    updated 22 days ago Apache License 2.0

    cuGraph - RAPIDS Graph Analytics Library

  • dask dask 11,967
    star
    updated 4 days ago BSD 3-Clause "New...

    Parallel computing with task scheduling

  • detectron2 detectron2 25,567
    star
    updated 9 months ago Apache License 2.0

    Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

  • hydra hydra 8,044
    star
    updated about 1 month ago MIT License

    Hydra is a framework for elegantly configuring complex applications

  • metaflow metaflow 7,498
    star
    updated 21 days ago Apache License 2.0

    🚀 Build and manage real-life ML, AI, and data science projects with ease!

  • updated about 2 months ago Other

    Neo4j Bolt driver for Python

  • networkx networkx 13,543
    star
    updated 4 months ago Other

    Network Analysis in Python

  • updated 29 days ago GNU General Publi...

    Python interface for igraph

  • SlowFast SlowFast 5,678
    star
    updated 11 months ago Apache License 2.0

    PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

  • yt yt 429
    star
    updated 2 months ago Other

    Main yt repository

GraphQL

  • graphene graphene 7,945
    star
    updated 2 months ago MIT License

    GraphQL framework for Python

  • updated 5 months ago MIT License

    tartiflette-aiohttp is a wrapper of aiohttp which includes the Tartiflette GraphQL Engine, do not hesitate to take a look of the Tartiflette project.

  • updated 10 months ago MIT License

    ASGI support for the Tartiflette GraphQL engine

GUI

  • updated over 1 year ago

    A common base representation of python source code for pylint and other projects

  • bandit bandit 5,900
    star
    updated about 1 month ago Apache License 2.0

    Bandit is a tool designed to find common security issues in Python code.

  • dash dash 19,422
    star
    updated 7 months ago MIT License

    Data Apps & Dashboards for Python. No JavaScript Required.

  • flake8 flake8 3,068
    star
    updated 6 months ago Other

    flake8 is a python tool that glues together pycodestyle, pyflakes, mccabe, and third-party plugins to check the style and quality of some python code.

  • isort isort 6,304
    star
    updated 7 days ago MIT License

    A Python utility / library to sort imports.

  • mccabe mccabe 602
    star
    updated 7 months ago Other

    McCabe complexity checker for Python

  • napari napari 2,036
    star
    updated 15 days ago BSD 3-Clause "New...

    napari: a fast, interactive, multi-dimensional image viewer for python

  • updated 6 months ago Other

    Simple Python style checker in one Python file

  • updated 6 months ago MIT License

    docstring style checker

  • pylint pylint 4,246
    star
    updated over 1 year ago

    It's not just a linter that annoys you!

  • PyQt PyQt 6,161
    star
    updated about 2 months ago

    PyQt Examples(PyQt各种测试和例子) PyQt4 PyQt5

  • PySide PySide 281
    star
    updated over 7 years ago GNU Lesser Genera...

    ATTENTION: This project is deprecated, please refer to PySide2

  • PySimpleGUI PySimpleGUI 13,080
    star
    updated 10 days ago Other

    Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users.

  • updated 12 days ago Other

    TraitsUI: Traits-capable windowing framework

GUI Development

  • Eel Eel 4,878
    star
    updated about 2 years ago MIT License

    A little Python library for making simple Electron-like HTML/JS GUI apps

  • enaml enaml 1,487
    star
    updated 6 months ago Other

    Declarative User Interfaces for Python

  • Gooey Gooey 20,313
    star
    updated about 2 months ago MIT License

    Turn (almost) any Python command line program into a full GUI application with one line

  • pyglet pyglet 1,741
    star
    updated 3 days ago BSD 3-Clause "New...

    pyglet is a cross-platform windowing and multimedia library for Python, for developing games and other visually rich applications.

  • PySimpleGUI PySimpleGUI 13,080
    star
    updated 10 days ago Other

    Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users.

  • pywebview pywebview 4,048
    star
    updated 2 months ago BSD 3-Clause "New...

    Build GUI for your Python program with JavaScript, HTML, and CSS

GUI / Web Testing

  • locust locust 23,382
    star
    updated about 1 month ago MIT License

    Write scalable load tests in plain Python 🚗💨

  • splinter splinter 2,683
    star
    updated 10 days ago BSD 3-Clause "New...

    splinter - python test framework for web applications

Hardware

  • keyboard keyboard 3,602
    star
    updated 11 months ago MIT License

    Hook and simulate global keyboard events on Windows and Linux.

  • mouse mouse 837
    star
    updated 5 months ago MIT License

    Hook and simulate global mouse events in pure Python

  • updated over 2 years ago GNU General Publi...

    A module for cross-platform control of the mouse and keyboard in python that is simple to install and use.

  • scapy scapy 9,761
    star
    updated 2 months ago GNU General Publi...

    Scapy: the Python-based interactive packet manipulation program & library. Supports Python 2 & Python 3.

HTML Manipulation

  • bleach bleach 2,590
    star
    updated 3 months ago Other

    Bleach is an allowed-list-based HTML sanitizing library that escapes or strips markup and attributes

  • updated 3 months ago MIT License

    Standards-compliant library for parsing and serializing HTML documents and fragments in Python

  • updated about 1 month ago BSD 3-Clause "New...

    Safely add untrusted strings to HTML/XML markup.

  • pyquery pyquery 2,230
    star
    updated 9 months ago Other

    A jquery-like library for python

  • updated 10 months ago MIT License

    Converts XML to Python objects

  • xmltodict xmltodict 5,305
    star
    updated 7 months ago MIT License

    Python module that makes working with XML feel like you are working with JSON

HTTP Clients

  • grequests grequests 4,400
    star
    updated 11 months ago BSD 2-Clause "Sim...

    Requests + Gevent = <3

  • updated 11 months ago Other

    Small, fast HTTP client library for Python. Features persistent connections, cache, and Google App Engine support. Originally written by Joe Gregorio, now supported by community.

  • httpx httpx 11,445
    star
    updated 5 months ago BSD 3-Clause "New...

    A next generation HTTP client for Python. 🦋

  • requests requests 51,187
    star
    updated about 1 month ago Apache License 2.0

    A simple, yet elegant, HTTP library.

  • treq treq 570
    star
    updated 3 months ago Other

    Python requests like API built on top of Twisted's HTTP client.

Image Processing

  • hmap hmap 208
    star
    updated over 4 years ago Other

    Image histogram remapping

  • updated over 3 years ago MIT License

    Nudity detection with Python

  • pagan pagan 299
    star
    updated over 1 year ago GNU General Publi...

    Python avatar generator for absolute nerds

  • Pillow Pillow 11,308
    star
    updated 4 months ago Other

    Python Imaging Library (Fork)

  • pymatting pymatting 1,662
    star
    updated 3 months ago MIT License

    A Python library for alpha matting

  • updated 10 months ago MIT License

    ㊙️ Create standard barcodes with Python. No external dependencies. 100% Organic Python.

  • updated 4 months ago Other

    Python QR Code image generator

  • pyvips pyvips 570
    star
    updated 3 months ago MIT License

    python binding for libvips using cffi

  • pywal pywal 7,866
    star
    updated 3 months ago MIT License

    🎨 Generate and change color-schemes on the fly.

  • Quads Quads 1,160
    star
    updated over 1 year ago

    Computer art based on quadtrees.

  • thumbor thumbor 9,853
    star
    updated 11 days ago MIT License

    thumbor is an open-source photo thumbnail service by globo.com

Implementations

  • updated 6 months ago Other

    An implementation of Python in Common Lisp

  • cpython cpython 55,867
    star
    updated 7 months ago Other

    The Python programming language

  • grumpy grumpy 10,464
    star
    updated about 2 years ago Apache License 2.0

    Grumpy is a Python to Go source code transcompiler and runtime.

  • updated 13 days ago Apache License 2.0

    Implementation of Python 3.x for .NET Framework that is built on top of the Dynamic Language Runtime.

  • micropython micropython 17,190
    star
    updated 7 months ago Other

    MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems

  • PeachPy PeachPy 1,946
    star
    updated 7 months ago Other

    x86-64 assembler embedded in Python

Interactive Interpreter

  • updated 14 days ago Creative Commons ...

    A curated list of awesome Jupyter projects, libraries and resources

  • bpython bpython 2,517
    star
    updated 2 months ago Other

    bpython - A fancy curses interface to the Python interactive interpreter

Internationalization

  • pyicu pyicu 132
    star
    updated about 3 years ago Other

    The PyICU project repository has moved to https://pyicu.org.

Job Scheduler

  • updated over 4 years ago

    A calendaring app for Django. It is now stable, Please feel free to use it now. Active development has been taken over by bartekgorny.

  • updated about 2 years ago Apache License 2.0

    Remote task execution tool

  • plan plan 1,166
    star
    updated almost 2 years ago Other

    Crontab jobs management in Python

  • prefect prefect 14,421
    star
    updated 15 days ago Apache License 2.0

    Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines

  • schedule schedule 11,400
    star
    updated 4 months ago MIT License

    Python job scheduling for humans.

Jupyter

  • binderhub binderhub 2,465
    star
    updated 9 days ago BSD 3-Clause "New...

    Run your code in the cloud, with technology so advanced, it feels like magic!

  • updated 2 months ago BSD 3-Clause "New...

    Spawns JupyterHub single user servers in Docker containers

  • updated 2 months ago BSD 3-Clause "New...

    Jupyter extensions for running an RStudio rsession proxy

  • updated 2 months ago BSD 3-Clause "New...

    Jupyter notebook server extension to proxy web services.

  • updated 2 months ago Other

    Multi-user server for Jupyter notebooks

  • updated 2 months ago BSD 3-Clause "New...

    Reference deployment of JupyterHub with docker

  • updated over 4 years ago BSD 3-Clause "New...

    Reference deployment of JupyterHub and nbgrader on a single server

  • updated 2 months ago BSD 3-Clause "New...

    Kubernetes spawner for JupyterHub

  • updated 2 months ago BSD 3-Clause "New...

    LDAP Authenticator Plugin for Jupyter

  • updated 2 months ago BSD 3-Clause "New...

    OAuth + JupyterHub Authenticator = OAuthenticator

  • updated 17 days ago BSD 3-Clause "New...

    Turn repositories into Jupyter-enabled Docker images

  • updated 4 months ago BSD 3-Clause "New...

    Spawn JupyterHub single-user servers with sudo

  • updated 17 days ago BSD 3-Clause "New...

    Simple JupyterHub distribution for 1-100 users on a single server

  • updated 3 months ago BSD 3-Clause "New...

    Mechanism for runtime configuration of spawners for JupyterHub

  • updated 2 months ago Other

    Helm Chart & Documentation for deploying JupyterHub on Kubernetes

Logging

  • loguru loguru 17,762
    star
    updated about 2 months ago MIT License

    Python logging made (stupidly) simple

  • updated 11 months ago MIT License

    The official Python SDK for Sentry.io

Machine Learning

  • Detectron Detectron 25,771
    star
    updated 11 months ago Apache License 2.0

    FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

  • gym gym 33,715
    star
    updated about 2 months ago Other

    A toolkit for developing and comparing reinforcement learning algorithms.

  • h2o-3 h2o-3 6,658
    star
    updated about 1 month ago Apache License 2.0

    H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

  • llama llama 44,989
    star
    updated 5 months ago Other

    Inference code for LLaMA models

  • m2cgen m2cgen 2,477
    star
    updated about 1 year ago MIT License

    Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

  • Metrics Metrics 1,606
    star
    updated over 1 year ago Other

    Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

  • mindsdb mindsdb 21,047
    star
    updated 16 days ago Other

    The platform for customizing AI from enterprise data

  • updated 8 months ago GNU Affero Genera...

    Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

  • updated over 4 years ago Other

    lightweight python wrapper for vowpal wabbit

  • whisper whisper 57,624
    star
    updated about 1 month ago MIT License

    Robust Speech Recognition via Large-Scale Weak Supervision

  • xgboost xgboost 25,402
    star
    updated about 1 month ago Apache License 2.0

    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

Math

  • ipython ipython 16,128
    star
    updated 6 days ago BSD 3-Clause "New...

    Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

  • matplotlib matplotlib 19,149
    star
    updated 10 days ago

    matplotlib: plotting with Python

  • numba numba 9,409
    star
    updated 3 days ago BSD 2-Clause "Sim...

    NumPy aware dynamic Python compiler using LLVM

  • numpy numpy 26,137
    star
    updated 21 days ago Other

    The fundamental package for scientific computing with Python.

  • pandas pandas 41,491
    star
    updated about 1 month ago BSD 3-Clause "New...

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

  • pyro pyro 8,331
    star
    updated 9 days ago Apache License 2.0

    Deep universal probabilistic programming with Python and PyTorch

  • updated 4 days ago BSD 3-Clause "New...

    scikit-learn: machine learning in Python

  • scipy scipy 12,295
    star
    updated about 1 month ago BSD 3-Clause "New...

    SciPy library main repository

  • sympy sympy 11,931
    star
    updated about 1 month ago Other

    A computer algebra system written in pure Python

  • xarray xarray 3,374
    star
    updated 30 days ago Apache License 2.0

    N-D labeled arrays and datasets in Python

Microsoft Windows

  • pythonnet pythonnet 4,230
    star
    updated 2 months ago MIT License

    Python for .NET is a package that gives Python programmers nearly seamless integration with the .NET Common Language Runtime (CLR) and provides a powerful application scripting tool for .NET developers.

  • pywin32 pywin32 4,714
    star
    updated 2 months ago

    Python for Windows (pywin32) Extensions

Miscellaneous

  • boltons boltons 6,360
    star
    updated 3 months ago Other

    🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.

  • updated 2 months ago BSD 3-Clause "New...

    Safely pass trusted data to untrusted environments and back.

  • magenta magenta 18,886
    star
    updated 3 months ago Apache License 2.0

    Magenta: Music and Art Generation with Machine Intelligence

  • updated almost 3 years ago Other

    A simple but flexible plugin system for Python.

ML - Deep Learning

  • bert bert 36,701
    star
    updated 6 months ago Apache License 2.0

    TensorFlow code and pre-trained models for BERT

  • datasets datasets 4,156
    star
    updated 7 days ago Apache License 2.0

    TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

  • detectron2 detectron2 25,567
    star
    updated 9 months ago Apache License 2.0

    Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

  • gpt-2 gpt-2 20,844
    star
    updated 3 months ago Other

    Code for the paper "Language Models are Unsupervised Multitask Learners"

  • keras keras 60,873
    star
    updated 4 days ago Apache License 2.0

    Deep Learning for humans

  • updated 11 months ago MIT License

    Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

  • NeMo NeMo 9,977
    star
    updated 2 days ago Apache License 2.0

    A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

  • updated about 1 year ago Apache License 2.0

    An open source framework for seq2seq models in PyTorch.

  • updated 4 days ago BSD 3-Clause "New...

    scikit-learn: machine learning in Python

  • transformers transformers 124,150
    star
    updated 6 days ago Apache License 2.0

    🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

  • yolov5 yolov5 45,908
    star
    updated about 1 month ago GNU Affero Genera...

    YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

ML - General

  • updated about 1 year ago Apache License 2.0

    An open source framework for seq2seq models in PyTorch.

  • sonnet sonnet 9,682
    star
    updated 4 months ago Apache License 2.0

    TensorFlow-based neural network library

  • updated 5 months ago Apache License 2.0
  • Theano Theano 9,850
    star
    updated 3 months ago Other

    Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor

ML - Interpretability

  • AIF360 AIF360 2,301
    star
    updated 10 days ago Apache License 2.0

    A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

  • lale lale 321
    star
    updated 29 days ago Apache License 2.0

    Library for Semi-Automated Data Science

ML - Ops

  • updated over 2 years ago Apache License 2.0

    Cloud ML Engine repo. Please visit the new Vertex AI samples repo at https://github.com/GoogleCloudPlatform/vertex-ai-samples

  • dvc dvc 13,036
    star
    updated 22 days ago Apache License 2.0

    🦉 ML Experiments and Data Management with Git

  • mlflow mlflow 17,161
    star
    updated 7 days ago Apache License 2.0

    Open source platform for the machine learning lifecycle

  • tfx tfx 2,073
    star
    updated 20 days ago Apache License 2.0

    TFX is an end-to-end platform for deploying production ML pipelines

ML - Reinforcement

  • garage garage 1,807
    star
    updated 12 months ago MIT License

    A toolkit for reproducible reinforcement learning research.

  • gym gym 33,715
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    updated about 2 months ago Other

    A toolkit for developing and comparing reinforcement learning algorithms.

  • homework homework 1,520
    star
    updated about 1 year ago MIT License

    Assignments for CS294-112.

  • Metaworld Metaworld 1,066
    star
    updated 3 months ago MIT License

    Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning

  • updated almost 2 years ago MIT License

    PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

  • updated about 3 years ago MIT License

    Implementation of algorithms for continuous control (DDPG and NAF).

  • updated about 1 year ago MIT License

    Minimal and Clean Reinforcement Learning Examples

  • rllab rllab 2,855
    star
    updated 10 months ago Other

    rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

  • trfl trfl 3,139
    star
    updated over 1 year ago Apache License 2.0

    TensorFlow Reinforcement Learning

ML - Time Series

  • keras-tcn keras-tcn 1,798
    star
    updated 5 months ago MIT License

    Keras Temporal Convolutional Network.

  • orbit orbit 1,797
    star
    updated 18 days ago Other

    A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

  • prophet prophet 17,624
    star
    updated about 1 month ago MIT License

    Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

  • updated 18 days ago BSD 3-Clause "New...

    Statsmodels: statistical modeling and econometrics in Python

Mocking

  • freezegun freezegun 3,919
    star
    updated 2 months ago Apache License 2.0

    Let your Python tests travel through time

  • updated 7 months ago Other

    A mocking library for requests

  • HTTPretty HTTPretty 2,092
    star
    updated 28 days ago MIT License

    Intercept HTTP requests at the Python socket level. Fakes the whole socket module

  • updated about 2 months ago BSD 3-Clause "New...

    a socket mock framework - for all kinds of socket animals, web-clients included

  • responses responses 4,030
    star
    updated 2 months ago Apache License 2.0

    A utility for mocking out the Python Requests library.

  • vcrpy vcrpy 2,604
    star
    updated 6 days ago MIT License

    Automatically mock your HTTP interactions to simplify and speed up testing

Natural Language Processing

  • funNLP funNLP 52,971
    star
    updated 10 months ago

    中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLU太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文语音识别系统、笑声检测器、Microsoft多语言数字/单位/如日期时间识别包、中华新华字典数据库及api(包括常用歇后语、成语、词语和汉字)、文档图谱自动生成、SpaCy 中文模型、Common Voice语音识别数据集新版、神经网络关系抽取、基于bert的命名实体识别、关键词(Keyphrase)抽取包pke、基于医疗领域知识图谱的问答系统、基于依存句法与语义角色标注的事件三元组抽取、依存句法分析4万句高质量标注数据、cnocr:用来做中文OCR的Python3包、中文人物关系知识图谱项目、中文nlp竞赛项目及代码汇总、中文字符数据、speech-aligner: 从“人声语音”及其“语言文本”产生音素级别时间对齐标注的工具、AmpliGraph: 知识图谱表示学习(Python)库:知识图谱概念链接预测、Scattertext 文本可视化(python)、语言/知识表示工具:BERT & ERNIE、中文对比英文自然语言处理NLP的区别综述、Synonyms中文近义词工具包、HarvestText领域自适应文本挖掘工具(新词发现-情感分析-实体链接等)、word2word:(Python)方便易用的多语言词-词对集:62种语言/3,564个多语言对、语音识别语料生成工具:从具有音频/字幕的在线视频创建自动语音识别(ASR)语料库、构建医疗实体识别的模型(包含词典和语料标注)、单文档非监督的关键词抽取、Kashgari中使用gpt-2语言模型、开源的金融投资数据提取工具、文本自动摘要库TextTeaser: 仅支持英文、人民日报语料处理工具集、一些关于自然语言的基本模型、基于14W歌曲知识库的问答尝试--功能包括歌词接龙and已知歌词找歌曲以及歌曲歌手歌词三角关系的问答、基于Siamese bilstm模型的相似句子判定模型并提供训练数据集和测试数据集、用Transformer编解码模型实现的根据Hacker News文章标题自动生成评论、用BERT进行序列标记和文本分类的模板代码、LitBank:NLP数据集——支持自然语言处理和计算人文学科任务的100部带标记英文小说语料、百度开源的基准信息抽取系统、虚假新闻数据集、Facebook: LAMA语言模型分析,提供Transformer-XL/BERT/ELMo/GPT预训练语言模型的统一访问接口、CommonsenseQA:面向常识的英文QA挑战、中文知识图谱资料、数据及工具、各大公司内部里大牛分享的技术文档 PDF 或者 PPT、自然语言生成SQL语句(英文)、中文NLP数据增强(EDA)工具、英文NLP数据增强工具 、基于医药知识图谱的智能问答系统、京东商品知识图谱、基于mongodb存储的军事领域知识图谱问答项目、基于远监督的中文关系抽取、语音情感分析、中文ULMFiT-情感分析-文本分类-语料及模型、一个拍照做题程序、世界各国大规模人名库、一个利用有趣中文语料库 qingyun 训练出来的中文聊天机器人、中文聊天机器人seqGAN、省市区镇行政区划数据带拼音标注、教育行业新闻语料库包含自动文摘功能、开放了对话机器人-知识图谱-语义理解-自然语言处理工具及数据、中文知识图谱:基于百度百科中文页面-抽取三元组信息-构建中文知识图谱、masr: 中文语音识别-提供预训练模型-高识别率、Python音频数据增广库、中文全词覆盖BERT及两份阅读理解数据、ConvLab:开源多域端到端对话系统平台、中文自然语言处理数据集、基于最新版本rasa搭建的对话系统、基于TensorFlow和BERT的管道式实体及关系抽取、一个小型的证券知识图谱/知识库、复盘所有NLP比赛的TOP方案、OpenCLaP:多领域开源中文预训练语言模型仓库、UER:基于不同语料+编码器+目标任务的中文预训练模型仓库、中文自然语言处理向量合集、基于金融-司法领域(兼有闲聊性质)的聊天机器人、g2pC:基于上下文的汉语读音自动标记模块、Zincbase 知识图谱构建工具包、诗歌质量评价/细粒度情感诗歌语料库、快速转化「中文数字」和「阿拉伯数字」、百度知道问答语料库、基于知识图谱的问答系统、jieba_fast 加速版的jieba、正则表达式教程、中文阅读理解数据集、基于BERT等最新语言模型的抽取式摘要提取、Python利用深度学习进行文本摘要的综合指南、知识图谱深度学习相关资料整理、维基大规模平行文本语料、StanfordNLP 0.2.0:纯Python版自然语言处理包、NeuralNLP-NeuralClassifier:腾讯开源深度学习文本分类工具、端到端的封闭域对话系统、中文命名实体识别:NeuroNER vs. BertNER、新闻事件线索抽取、2019年百度的三元组抽取比赛:“科学空间队”源码、基于依存句法的开放域文本知识三元组抽取和知识库构建、中文的GPT2训练代码、ML-NLP - 机器学习(Machine Learning)NLP面试中常考到的知识点和代码实现、nlp4han:中文自然语言处理工具集(断句/分词/词性标注/组块/句法分析/语义分析/NER/N元语法/HMM/代词消解/情感分析/拼写检查、XLM:Facebook的跨语言预训练语言模型、用基于BERT的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取、中文自然语言处理相关的开放任务-数据集-当前最佳结果、CoupletAI - 基于CNN+Bi-LSTM+Attention 的自动对对联系统、抽象知识图谱、MiningZhiDaoQACorpus - 580万百度知道问答数据挖掘项目、brat rapid annotation tool: 序列标注工具、大规模中文知识图谱数据:1.4亿实体、数据增强在机器翻译及其他nlp任务中的应用及效果、allennlp阅读理解:支持多种数据和模型、PDF表格数据提取工具 、 Graphbrain:AI开源软件库和科研工具,目的是促进自动意义提取和文本理解以及知识的探索和推断、简历自动筛选系统、基于命名实体识别的简历自动摘要、中文语言理解测评基准,包括代表性的数据集&基准模型&语料库&排行榜、树洞 OCR 文字识别 、从包含表格的扫描图片中识别表格和文字、语声迁移、Python口语自然语言处理工具集(英文)、 similarity:相似度计算工具包,java编写、海量中文预训练ALBERT模型 、Transformers 2.0 、基于大规模音频数据集Audioset的音频增强 、Poplar:网页版自然语言标注工具、图片文字去除,可用于漫画翻译 、186种语言的数字叫法库、Amazon发布基于知识的人-人开放领域对话数据集 、中文文本纠错模块代码、繁简体转换 、 Python实现的多种文本可读性评价指标、类似于人名/地名/组织机构名的命名体识别数据集 、东南大学《知识图谱》研究生课程(资料)、. 英文拼写检查库 、 wwsearch是企业微信后台自研的全文检索引擎、CHAMELEON:深度学习新闻推荐系统元架构 、 8篇论文梳理BERT相关模型进展与反思、DocSearch:免费文档搜索引擎、 LIDA:轻量交互式对话标注工具 、aili - the fastest in-memory index in the East 东半球最快并发索引 、知识图谱车音工作项目、自然语言生成资源大全 、中日韩分词库mecab的Python接口库、中文文本摘要/关键词提取、汉字字符特征提取器 (featurizer),提取汉字的特征(发音特征、字形特征)用做深度学习的特征、中文生成任务基准测评 、中文缩写数据集、中文任务基准测评 - 代表性的数据集-基准(预训练)模型-语料库-baseline-工具包-排行榜、PySS3:面向可解释AI的SS3文本分类器机器可视化工具 、中文NLP数据集列表、COPE - 格律诗编辑程序、doccano:基于网页的开源协同多语言文本标注工具 、PreNLP:自然语言预处理库、简单的简历解析器,用来从简历中提取关键信息、用于中文闲聊的GPT2模型:GPT2-chitchat、基于检索聊天机器人多轮响应选择相关资源列表(Leaderboards、Datasets、Papers)、(Colab)抽象文本摘要实现集锦(教程 、词语拼音数据、高效模糊搜索工具、NLP数据增广资源集、微软对话机器人框架 、 GitHub Typo Corpus:大规模GitHub多语言拼写错误/语法错误数据集、TextCluster:短文本聚类预处理模块 Short text cluster、面向语音识别的中文文本规范化、BLINK:最先进的实体链接库、BertPunc:基于BERT的最先进标点修复模型、Tokenizer:快速、可定制的文本词条化库、中文语言理解测评基准,包括代表性的数据集、基准(预训练)模型、语料库、排行榜、spaCy 医学文本挖掘与信息提取 、 NLP任务示例项目代码集、 python拼写检查库、chatbot-list - 行业内关于智能客服、聊天机器人的应用和架构、算法分享和介绍、语音质量评价指标(MOSNet, BSSEval, STOI, PESQ, SRMR)、 用138GB语料训练的法文RoBERTa预训练语言模型 、BERT-NER-Pytorch:三种不同模式的BERT中文NER实验、无道词典 - 有道词典的命令行版本,支持英汉互查和在线查询、2019年NLP亮点回顾、 Chinese medical dialogue data 中文医疗对话数据集 、最好的汉字数字(中文数字)-阿拉伯数字转换工具、 基于百科知识库的中文词语多词义/义项获取与特定句子词语语义消歧、awesome-nlp-sentiment-analysis - 情感分析、情绪原因识别、评价对象和评价词抽取、LineFlow:面向所有深度学习框架的NLP数据高效加载器、中文医学NLP公开资源整理 、MedQuAD:(英文)医学问答数据集、将自然语言数字串解析转换为整数和浮点数、Transfer Learning in Natural Language Processing (NLP) 、面向语音识别的中文/英文发音辞典、Tokenizers:注重性能与多功能性的最先进分词器、CLUENER 细粒度命名实体识别 Fine Grained Named Entity Recognition、 基于BERT的中文命名实体识别、中文谣言数据库、NLP数据集/基准任务大列表、nlp相关的一些论文及代码, 包括主题模型、词向量(Word Embedding)、命名实体识别(NER)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算等,涉及到各种与nlp相关的算法,基于keras和tensorflow 、Python文本挖掘/NLP实战示例、 Blackstone:面向非结构化法律文本的spaCy pipeline和NLP模型通过同义词替换实现文本“变脸” 、中文 预训练 ELECTREA 模型: 基于对抗学习 pretrain Chinese Model 、albert-chinese-ner - 用预训练语言模型ALBERT做中文NER 、基于GPT2的特定主题文本生成/文本增广、开源预训练语言模型合集、多语言句向量包、编码、标记和实现:一种可控高效的文本生成方法、 英文脏话大列表 、attnvis:GPT2、BERT等transformer语言模型注意力交互可视化、CoVoST:Facebook发布的多语种语音-文本翻译语料库,包括11种语言(法语、德语、荷兰语、俄语、西班牙语、意大利语、土耳其语、波斯语、瑞典语、蒙古语和中文)的语音、文字转录及英文译文、Jiagu自然语言处理工具 - 以BiLSTM等模型为基础,提供知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要 文本聚类等功能、用unet实现对文档表格的自动检测,表格重建、NLP事件提取文献资源列表 、 金融领域自然语言处理研究资源大列表、CLUEDatasetSearch - 中英文NLP数据集:搜索所有中文NLP数据集,附常用英文NLP数据集 、medical_NER - 中文医学知识图谱命名实体识别 、(哈佛)讲因果推理的免费书、知识图谱相关学习资料/数据集/工具资源大列表、Forte:灵活强大的自然语言处理pipeline工具集 、Python字符串相似性算法库、PyLaia:面向手写文档分析的深度学习工具包、TextFooler:针对文本分类/推理的对抗文本生成模块、Haystack:灵活、强大的可扩展问答(QA)框架、中文关键短语抽取工具

  • gensim gensim 15,189
    star
    updated 11 days ago GNU Lesser Genera...

    Topic Modelling for Humans

  • jieba jieba 31,953
    star
    updated 3 months ago MIT License

    结巴中文分词

  • langid.py langid.py 2,228
    star
    updated over 4 years ago Other

    Stand-alone language identification system

  • pattern pattern 8,655
    star
    updated 9 months ago BSD 3-Clause "New...

    Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

  • updated over 1 year ago MIT License

    pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation

  • polyglot polyglot 2,244
    star
    updated 5 months ago Other

    Multilingual text (NLP) processing toolkit

  • pytext pytext 6,357
    star
    updated 11 months ago Other

    A natural language modeling framework based on PyTorch

  • updated 10 months ago BSD 3-Clause "New...

    Basic Utilities for PyTorch Natural Language Processing (NLP)

  • snownlp snownlp 6,291
    star
    updated about 4 years ago MIT License

    Python library for processing Chinese text

  • stanza stanza 6,998
    star
    updated about 1 month ago Other

    Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

Network Virtualization

  • mininet mininet 5,078
    star
    updated 4 months ago BSD 3-Clause "New...

    Emulator for rapid prototyping of Software Defined Networks

  • napalm napalm 2,158
    star
    updated about 2 months ago Apache License 2.0

    Network Automation and Programmability Abstraction Layer with Multivendor support

  • pox pox 611
    star
    updated 12 months ago Apache License 2.0

    The POX network software platform

News Feed

  • updated 23 days ago BSD 3-Clause "New...

    Generate generic activity streams from the actions on your site. Users can follow any actors' activities for personalized streams.

  • updated 11 months ago Other

    Stream Framework is a Python library, which allows you to build news feed, activity streams and notification systems using Cassandra and/or Redis. The authors of Stream-Framework also provide a cloud service for feed technology:

NLP

  • allennlp allennlp 11,639
    star
    updated over 1 year ago Apache License 2.0

    An open-source NLP research library, built on PyTorch.

  • bert bert 36,701
    star
    updated 6 months ago Apache License 2.0

    TensorFlow code and pre-trained models for BERT

  • updated over 1 year ago MIT License

    Fixes contractions such as `you're` to `you are`

  • updated about 1 year ago GNU General Publi...

    Fuzzy String Matching in Python

  • gensim gensim 15,189
    star
    updated 11 days ago GNU Lesser Genera...

    Topic Modelling for Humans

  • haystack haystack 12,711
    star
    updated 2 months ago Apache License 2.0

    🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

  • nltk nltk 12,904
    star
    updated about 1 month ago Apache License 2.0

    NLTK Source

  • polyglot polyglot 2,244
    star
    updated 5 months ago Other

    Multilingual text (NLP) processing toolkit

  • updated 2 days ago Apache License 2.0

    Multilingual Sentence & Image Embeddings with BERT

  • spaCy spaCy 28,425
    star
    updated about 1 month ago MIT License

    💫 Industrial-strength Natural Language Processing (NLP) in Python

  • stanza stanza 6,998
    star
    updated about 1 month ago Other

    Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

  • transformers transformers 124,150
    star
    updated 6 days ago Apache License 2.0

    🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

  • updated about 5 years ago Apache License 2.0

    Lightning Fast Language Prediction 🚀

  • updated 3 months ago GNU Affero Genera...

    A tool for extracting plain text from Wikipedia dumps

  • updated 3 months ago MIT License

    A little word cloud generator in Python

Object Factories

  • updated 2 months ago MIT License

    A test fixtures replacement for Python

  • mixer mixer 927
    star
    updated 3 months ago Other

    Mixer -- Is a fixtures replacement. Supported Django, Flask, SqlAlchemy and custom python objects.

ORM

  • updated 6 months ago

    A curated list of awesome tools for SQLAlchemy

  • dataset dataset 4,716
    star
    updated 8 months ago MIT License

    Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.

  • updated about 1 year ago BSD 2-Clause "Sim...

    Rich Python data types for Redis

  • updated about 1 month ago MIT License

    A Python Object-Document-Mapper for working with MongoDB

  • orator orator 1,421
    star
    updated over 1 year ago MIT License

    The Orator ORM provides a simple yet beautiful ActiveRecord implementation.

  • orm orm 1,752
    star
    updated over 1 year ago BSD 3-Clause "New...

    An async ORM. 🗃

  • peewee peewee 10,766
    star
    updated 9 days ago MIT License

    a small, expressive orm -- supports postgresql, mysql, sqlite and cockroachdb

  • pony pony 3,368
    star
    updated 7 months ago Apache License 2.0

    Pony Object Relational Mapper

  • pydal pydal 468
    star
    updated 3 months ago BSD 3-Clause "New...

    A pure Python Database Abstraction Layer

Package Management

  • conda conda 5,988
    star
    updated about 2 months ago Other

    A system-level, binary package and environment manager running on all major operating systems and platforms.

  • pip-tools pip-tools 7,398
    star
    updated about 1 month ago BSD 3-Clause "New...

    A set of tools to keep your pinned Python dependencies fresh.

Package Repositories

  • updated 2 months ago Academic Free Lic...

    A PyPI mirror client according to PEP 381 http://www.python.org/dev/peps/pep-0381/

  • devpi devpi 807
    star
    updated about 2 months ago

    Python PyPi staging server and packaging, testing, release tool

Pandas

  • missingno missingno 3,634
    star
    updated about 1 year ago MIT License

    Missing data visualization module for Python.

  • modin modin 9,449
    star
    updated 8 days ago Apache License 2.0

    Modin: Scale your Pandas workflows by changing a single line of code

  • pandas pandas 41,491
    star
    updated about 1 month ago BSD 3-Clause "New...

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

  • updated 6 months ago Other

    Extract data from a wide range of Internet sources into a pandas DataFrame.

  • qgrid qgrid 3,018
    star
    updated 3 months ago Apache License 2.0

    An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks

Penetration testing

  • fsociety fsociety 9,996
    star
    updated 4 months ago MIT License

    fsociety Hacking Tools Pack – A Penetration Testing Framework

  • updated 4 months ago

    The Social-Engineer Toolkit (SET) repository from TrustedSec - All new versions of SET will be deployed here.

  • sqlmap sqlmap 28,686
    star
    updated 6 months ago Other

    Automatic SQL injection and database takeover tool

Performance

  • black black 37,257
    star
    updated 10 days ago MIT License

    The uncompromising Python code formatter

  • cython cython 8,388
    star
    updated 7 months ago Apache License 2.0

    The most widely used Python to C compiler

  • numba numba 9,409
    star
    updated 3 days ago BSD 2-Clause "Sim...

    NumPy aware dynamic Python compiler using LLVM

  • numpy numpy 26,137
    star
    updated 21 days ago Other

    The fundamental package for scientific computing with Python.

  • pytest pytest 11,150
    star
    updated about 2 months ago MIT License

    The pytest framework makes it easy to write small tests, yet scales to support complex functional testing

  • scipy scipy 12,295
    star
    updated about 1 month ago BSD 3-Clause "New...

    SciPy library main repository

Permissions

  • updated 25 days ago MIT License

    Awesome Django authorization, without the database

Processes

  • updated over 1 year ago MIT License

    Subprocesses for Humans 2.0.

  • sh sh 6,822
    star
    updated 4 months ago MIT License

    Python process launching

Profiling

  • profiling profiling 2,965
    star
    updated over 3 years ago BSD 3-Clause "New...

    Was an interactive continuous Python profiler.

  • updated 7 months ago BSD 3-Clause "New...

    🚴 Call stack profiler for Python. Shows you why your code is slow!

  • yappi yappi 1,362
    star
    updated about 1 month ago MIT License

    Yet Another Python Profiler, but this time multithreading, asyncio and gevent aware.

Recommender Systems

  • annoy annoy 12,458
    star
    updated 2 months ago Apache License 2.0

    Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

  • fastFM fastFM 1,059
    star
    updated almost 2 years ago Other

    fastFM: A Library for Factorization Machines

  • implicit implicit 3,383
    star
    updated 5 months ago MIT License

    Fast Python Collaborative Filtering for Implicit Feedback Datasets

  • lightfm lightfm 4,568
    star
    updated 4 months ago Apache License 2.0

    A Python implementation of LightFM, a hybrid recommendation algorithm.

  • spotlight spotlight 2,857
    star
    updated 11 months ago MIT License

    Deep recommender models using PyTorch.

  • Surprise Surprise 6,125
    star
    updated 11 months ago BSD 3-Clause "New...

    A Python scikit for building and analyzing recommender systems

  • tensorrec tensorrec 1,249
    star
    updated 11 months ago Apache License 2.0

    A TensorFlow recommendation algorithm and framework in Python.

Refactoring

  • rope rope 1,803
    star
    updated 2 months ago GNU Lesser Genera...

    a python refactoring library

RESTful API

  • apistar apistar 5,578
    star
    updated about 2 years ago BSD 3-Clause "New...

    The Web API toolkit. 🛠

  • updated 2 months ago Other

    Build Web Services with Pyramid.

  • eve eve 6,654
    star
    updated 3 months ago Other

    REST API framework designed for human beings

  • falcon falcon 9,323
    star
    updated 3 months ago Apache License 2.0

    The no-magic web data plane API and microservices framework for Python developers, with a focus on reliability, correctness, and performance at scale.

  • fastapi fastapi 69,216
    star
    updated about 1 month ago MIT License

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

  • updated 8 months ago BSD 3-Clause "New...

    Simple framework for creating REST APIs

  • hug hug 6,809
    star
    updated 10 months ago MIT License

    Embrace the APIs of the future. Hug aims to make developing APIs as simple as possible, but no simpler.

  • sandman2 sandman2 1,981
    star
    updated about 1 month ago Apache License 2.0

    Automatically generate a RESTful API service for your legacy database. No code required!

Robotics

  • updated 8 months ago Other

    Python sample codes for robotics algorithms.

RPC Servers

Science

  • bcbb bcbb 582
    star
    updated about 1 year ago

    Incubator for useful bioinformatics code, primarily in Python and R

  • updated about 1 month ago GNU General Publi...

    Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

  • updated 18 days ago BSD 3-Clause "New...

    Statsmodels: statistical modeling and econometrics in Python

  • sympy sympy 11,931
    star
    updated about 1 month ago Other

    A computer algebra system written in pure Python

  • zipline zipline 16,969
    star
    updated 2 months ago Apache License 2.0

    Zipline, a Pythonic Algorithmic Trading Library

Security

  • impacket impacket 9,423
    star

    Impacket is a collection of Python classes for working with network protocols.

  • lemur lemur 1,651
    star
    updated 7 months ago Apache License 2.0

    Repository for the Lemur Certificate Manager

  • metaflow metaflow 7,498
    star
    updated 21 days ago Apache License 2.0

    🚀 Build and manage real-life ML, AI, and data science projects with ease!

  • repokid repokid 1,084
    star
    updated 9 months ago Apache License 2.0

    AWS Least Privilege for Distributed, High-Velocity Deployment

  • updated about 3 years ago Apache License 2.0

    Security Monkey monitors AWS, GCP, OpenStack, and GitHub orgs for assets and their changes over time.

  • w3af w3af 4,309
    star
    updated about 1 year ago

    w3af: web application attack and audit framework, the open source web vulnerability scanner.

Serialization

  • updated 17 days ago MIT License

    A lightweight library for converting complex objects to and from simple Python datatypes.

  • updated 2 months ago Other

    Python bindings for the simdjson project.

  • updated about 1 month ago Other

    Python wrapper around rapidjson

  • rapidjson rapidjson 13,803
    star
    updated 26 days ago Other

    A fast JSON parser/generator for C++ with both SAX/DOM style API

Serverless Frameworks

  • updated 10 months ago ISC License

    A toolkit for developing and deploying serverless Python code in AWS Lambda.

  • Zappa Zappa 3,027
    star
    updated 10 days ago MIT License

    Serverless Python

Shell

  • xonsh xonsh 7,938
    star
    updated 9 days ago Other

    🐚 Python-powered, cross-platform, Unix-gazing shell.

Simulation

  • PyPSA PyPSA 1,036
    star
    updated about 2 months ago MIT License

    PyPSA: Python for Power System Analysis

  • updated about 1 month ago MIT License

    A community based Python library for quantitative economics

  • RLBot RLBot 576
    star
    updated 2 months ago MIT License

    A framework that allows people to write their own Rocket League bots.

Specific Formats Processing

  • csvkit csvkit 5,780
    star
    updated about 2 months ago MIT License

    A suite of utilities for converting to and working with CSV, the king of tabular file formats.

  • mistune mistune 2,323
    star
    updated 8 months ago BSD 3-Clause "New...

    A fast yet powerful Python Markdown parser with renderers and plugins.

  • pdfminer pdfminer 5,178
    star
    updated over 1 year ago MIT License

    Python PDF Parser (Not actively maintained). Check out pdfminer.six.

  • pyexcel pyexcel 1,162
    star
    updated 4 months ago Other

    Single API for reading, manipulating and writing data in csv, ods, xls, xlsx and xlsm files

  • updated 3 months ago MIT License

    Create and modify Word documents with Python

  • updated 2 months ago GNU Lesser Genera...

    Use a docx as a jinja2 template

  • updated about 1 month ago MIT License

    Create Open XML PowerPoint documents in Python

  • tablib tablib 4,500
    star
    updated about 2 months ago MIT License

    Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.

  • unoconv unoconv 2,514
    star
    updated almost 1 year ago GNU General Publi...

    Universal Office Converter - Convert between any document format supported by LibreOffice/OpenOffice.

  • unp unp 414
    star
    updated almost 7 years ago Other

    Unpacks things.

  • xlrd xlrd 2,125
    star
    updated 2 months ago Other

    Please use openpyxl where you can...

  • updated 3 months ago BSD 2-Clause "Sim...

    A Python module for creating Excel XLSX files.

  • xlwt xlwt 1,029
    star
    updated about 4 years ago Other

    Library to create spreadsheet files compatible with MS Excel 97/2000/XP/2003 XLS files, on any platform.

Static Site Generator

  • lektor lektor 3,729
    star
    updated 5 months ago BSD 3-Clause "New...

    The lektor static file content management system

  • makesite makesite 1,691
    star
    updated about 1 year ago MIT License

    Simple, lightweight, and magic-free static site/blog generator for Python coders

  • mkdocs mkdocs 18,095
    star
    updated about 1 month ago BSD 2-Clause "Sim...

    Project documentation with Markdown.

  • nikola nikola 2,486
    star
    updated 6 months ago MIT License

    A static website and blog generator

  • pelican pelican 12,063
    star
    updated about 1 month ago GNU Affero Genera...

    Static site generator that supports Markdown and reST syntax. Powered by Python.

Study

  • updated almost 2 years ago

    Matplotlib tutorial for beginner

  • numpy-100 numpy-100 10,706
    star
    updated 9 months ago MIT License

    100 numpy exercises (with solutions)

  • updated 3 months ago Other

    An open access book on scientific visualization using python and matplotlib

Tagging

  • updated about 1 month ago BSD 3-Clause "New...

    Simple tagging for django

Task Queues

  • dramatiq dramatiq 3,640
    star
    updated 10 months ago GNU Lesser Genera...

    A fast and reliable background task processing library for Python 3.

  • huey huey 4,869
    star
    updated 14 days ago MIT License

    a little task queue for python

  • mrq mrq 878
    star
    updated 10 months ago MIT License

    Mr. Queue - A distributed worker task queue in Python using Redis & gevent

  • rq rq 9,454
    star
    updated 21 days ago Other

    Simple job queues for Python

Template

  • updated 10 days ago BSD 3-Clause "New...

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

  • PyGithub PyGithub 6,628
    star
    updated 21 days ago GNU Lesser Genera...

    Typed interactions with the GitHub API v3

  • updated about 2 months ago MIT License

    BDD library for the py.test runner

Template Engine

  • jinja jinja 9,852
    star
    updated about 2 months ago BSD 3-Clause "New...

    A very fast and expressive template engine.

Terminal

  • bless bless 2,722
    star
    updated 9 months ago Apache License 2.0

    Repository for BLESS, an SSH Certificate Authority that runs as a AWS Lambda function

  • bpython bpython 2,517
    star
    updated 2 months ago Other

    bpython - A fancy curses interface to the Python interactive interpreter

  • Gooey Gooey 20,313
    star
    updated about 2 months ago MIT License

    Turn (almost) any Python command line program into a full GUI application with one line

  • icdiff icdiff 4,121
    star
    updated 8 months ago Other

    improved colored diff

  • ipython ipython 16,128
    star
    updated 6 days ago BSD 3-Clause "New...

    Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

  • lemur lemur 1,651
    star
    updated 7 months ago Apache License 2.0

    Repository for the Lemur Certificate Manager

  • pexpect pexpect 2,425
    star
    updated 7 months ago Other

    A Python module for controlling interactive programs in a pseudo-terminal

  • repokid repokid 1,084
    star
    updated 9 months ago Apache License 2.0

    AWS Least Privilege for Distributed, High-Velocity Deployment

  • updated about 3 years ago Apache License 2.0

    Security Monkey monitors AWS, GCP, OpenStack, and GitHub orgs for assets and their changes over time.

  • tmuxp tmuxp 3,847
    star
    updated 4 months ago MIT License

    🖥️ tmux session manager. built on libtmux

Testing

  • updated 2 months ago MIT License

    A test fixtures replacement for Python

  • fake2db fake2db 2,256
    star
    updated over 4 years ago GNU General Publi...

    create custom test databases that are populated with fake data

  • faker faker 16,985
    star
    updated 29 days ago MIT License

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

  • freezegun freezegun 3,919
    star
    updated 2 months ago Apache License 2.0

    Let your Python tests travel through time

  • green green 780
    star
    updated 2 months ago MIT License

    Green is a clean, colorful, fast python test runner.

  • updated 7 months ago Other

    A mocking library for requests

  • HTTPretty HTTPretty 2,092
    star
    updated 28 days ago MIT License

    Intercept HTTP requests at the Python socket level. Fakes the whole socket module

  • updated 30 days ago Other

    Hypothesis is a powerful, flexible, and easy to use library for property-based testing.

  • locust locust 23,382
    star
    updated about 1 month ago MIT License

    Write scalable load tests in plain Python 🚗💨

  • mimesis mimesis 4,243
    star
    updated about 2 months ago MIT License

    Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.

  • mixer mixer 927
    star
    updated 3 months ago Other

    Mixer -- Is a fixtures replacement. Supported Django, Flask, SqlAlchemy and custom python objects.

  • nose2 nose2 771
    star
    updated 7 days ago Other

    The successor to nose, based on unittest2

  • updated about 2 months ago BSD 3-Clause "New...

    a socket mock framework - for all kinds of socket animals, web-clients included

  • responses responses 4,030
    star
    updated 2 months ago Apache License 2.0

    A utility for mocking out the Python Requests library.

  • updated 14 days ago Apache License 2.0

    Generic automation framework for acceptance testing and RPA

  • splinter splinter 2,683
    star
    updated 10 days ago BSD 3-Clause "New...

    splinter - python test framework for web applications

  • vcrpy vcrpy 2,604
    star
    updated 6 days ago MIT License

    Automatically mock your HTTP interactions to simplify and speed up testing

Testing Frameworks

  • updated 30 days ago Other

    Hypothesis is a powerful, flexible, and easy to use library for property-based testing.

  • nose2 nose2 771
    star
    updated 7 days ago Other

    The successor to nose, based on unittest2

  • updated 14 days ago Apache License 2.0

    Generic automation framework for acceptance testing and RPA

Test Runners

  • green green 780
    star
    updated 2 months ago MIT License

    Green is a clean, colorful, fast python test runner.

Text Processing

  • chardet chardet 2,055
    star
    updated 6 months ago GNU Lesser Genera...

    Python character encoding detector

  • updated about 1 year ago GNU General Publi...

    Fuzzy String Matching in Python

  • updated 10 months ago MIT License

    Implementation of hashids (http://hashids.org) in Python. Compatible with Python 2 and Python 3

  • updated about 1 year ago MIT License

    Paranoid text spacing in Python

  • ply ply 2,681
    star
    updated 8 months ago

    Python Lex-Yacc

  • pyfiglet pyfiglet 1,283
    star
    updated 3 months ago Other

    An implementation of figlet written in Python

  • pyparsing pyparsing 2,004
    star
    updated 5 months ago MIT License

    Python library for creating PEG parsers

  • updated 5 months ago Other

    A simple Python module for parsing human names into their individual components

  • updated about 2 months ago Apache License 2.0

    Python port of Google's libphonenumber

  • updated 7 months ago MIT License

    汉字转拼音(pypinyin)

  • updated about 2 months ago MIT License

    Returns unicode slugs

  • updated about 1 year ago MIT License

    A Python library that provides an easy way to identify devices like mobile phones, tablets and their capabilities by parsing (browser) user agent strings.

  • shortuuid shortuuid 1,905
    star
    updated about 1 year ago BSD 3-Clause "New...

    A generator library for concise, unambiguous and URL-safe UUIDs.

  • sqlparse sqlparse 3,539
    star
    updated about 1 month ago BSD 3-Clause "New...

    A non-validating SQL parser module for Python

  • updated about 1 year ago BSD 3-Clause "New...

    A slugifier that works in unicode

Third-party APIs

  • boto3 boto3 8,584
    star
    updated about 2 months ago Apache License 2.0

    AWS SDK for Python

  • updated 6 months ago Apache License 2.0

    Python SDK for Facebook's Graph API

  • gspread gspread 6,844
    star
    updated 10 days ago MIT License

    Google Sheets Python API

  • twython twython 1,849