Ajenti Core and stock plugins
Modern responsive template for the Django admin interface with improved functionality. We are proud to announce completely new Jet. Please check out Live Demo
Simple and extensible administrative interface framework for Flask
Real-time monitor and web admin for Celery distributed task queue
Jet Admin – No-code Business App builder
Drop-in replacement of Django admin comes with lots of goodies, fully extensible with plugin support, pretty UI based on Twitter Bootstrap.
Minimal examples of data structures and algorithms in Python
A curated list of awesome places to learn and/or practice algorithms.
A simple library for implementing common design patterns.
All Algorithms implemented in Python
No non-sense and no BS repo for how data structure code should be in Python - simple and elegant.
A collection of design patterns/idioms in Python
Python Sorted Container Types: Sorted List, Sorted Dict, and Sorted Set
A lightweight, object-oriented finite state machine implementation in Python with many extensions
Django Channels HTTP/WebSocket server
An ASGI web server, for Python. 🦄
A curated list of awesome Python asyncio frameworks, libraries, software and resources
Trio – a friendly Python library for async concurrency and I/O
Ultra fast asyncio event loop.
cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding for Python
music library manager and MusicBrainz tagger
Audio fingerprinting and recognition in Python
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: Keras Audio Preprocessors
Python library for audio and music analysis
🎚️ Open Source Audio Matching and Mastering
Python module for handling audio metadata
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
Manipulate audio with a simple and easy high level interface
scalable audio processing framework and server written in Python
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
The ultimate Python library in building OAuth, OpenID Connect clients and servers. JWS,JWE,JWK,JWA,JWT included.
Integrated set of Django applications addressing authentication, registration, account management as well as 3rd party (social) account authentication.
JSON Web Token implementation in Python
A JOSE implementation in Python
Python module for generating and verifying JSON Web Tokens
A fully tested, abstract interface to creating OAuth clients and servers.
Social auth made simple
Your Gateway to Embedded Software Development Excellence 👽
Software build automation tool for Python.
Python Classes Without Boilerplate
The bidirectional mapping library for Python.
Python dictionaries with advanced dot notation access
Python library that provides a method of accessing lists and dicts with a dotted path notation.
WSGI middleware for sessions and caching
Automatic caching and invalidation for Django models through the ORM.
A slick ORM cache with automatic granular event-driven invalidation.
A Python wrapper around the libmemcached interface from TangentOrg.
Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"
Code for the paper "Language Models are Unsupervised Multitask Learners"
Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation
Specify what you want it to build, the AI asks for clarification, and then builds it.
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!
Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.
State-of-the-Art Text Embeddings
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
PyTorch original implementation of Cross-lingual Language Model Pretraining.
Errbot is a chatbot, a daemon that connects to your favorite chat service and bring your tools and some fun into the conversation.
A Django-based CMS with a focus on extensibility and concise code
Indico - A feature-rich event management system, made @ CERN, the place where the Web was born.
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.
CMS framework for Django
:octocat: A curated awesome list of flake8 extensions. Feel free to contribute! 🎓
Collection of awesome Python types, stubs, plugins, and tools to work with them.
coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming languages you use.
Pretty good call graphs for dynamic languages
A Python library that generates static type annotations by collecting runtime types
Inspects Python source files and provides information about type and location of classes, methods etc
pycallgraph is a Python module that creates call graphs for Python programs.
Code audit tool for python.
Performant type-checking for python.
A static type analyzer for Python code
Collection of library stubs for Python, with static types
Find dead Python code
The strictest and most opinionated python linter ever!
A formatter for Python files
Python report uploader for Codecov
The code coverage tool for Python
A Django plugin for pytest.
extracted --boxed from pytest-xdist to ensure backward compat
Thin-wrapper around the mock package for easier use with pytest
🎲 Pytest plugin to randomly order tests and control random.seed
a pytest plugin that re-runs failed tests up to -n times to eliminate flakey failures
pytest plugin for distributed testing and loop-on-failures testing modes.
pytest external process plugin
A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII art animations
plotting in the terminal
Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
Rich is a Python library for rich text and beautiful formatting in the terminal.
⚡ A Fast, Extensible Progress Bar for Python and CLI
Universal Command Line Interface for Amazon Web Services
Because sometimes you need to do it live
instant coding answers via the command line
Interactive Redis: A Terminal Client for Redis with AutoCompletion and Syntax Highlighting.
Kubernetes shell: An integrated shell for working with the Kubernetes
CLI for SQLite Databases with auto-completion and syntax highlighting
A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.
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.
adds flavor of interactive filtering to the traditional pipe concept of UNIX shell
Postgres CLI with autocompletion and syntax highlighting
A supercharged AWS command line interface (CLI).
Magnificent app which corrects your previous console command.
tmux source code
Dead simple CLI tool to try Python packages - It's never been easier! 📦
Modernizes Python code for eventual Python 3 migration. Built on top of fissix (a fork of lib2to3)
The world's simplest facial recognition api for Python and the command line
Geometric Computer Vision Library for Spatial AI
A Python wrapper for Google Tesseract
The Open Source Framework for Machine Vision
A Python wrapper for the tesseract-ocr API
Lightweight in-process concurrent programming
SCOOP (Scalable COncurrent Operations in Python)
Ultra fast asyncio event loop.
Python 3+ compatible port of the configobj library
Hydra is a framework for elegantly configuring complex applications
Strict separation of config from code.
Ethereum ABI utilities for python
Account abstraction library for web3.py
The Ethereum hashing function, keccak256, sometimes (erroneously) called sha256 or sha3
A common API for Ethereum key operations.
Tool suite for testing ethereum applications.
Python types for type hinting commonly used ethereum types
Utility functions for working with ethereum related codebases.
A Python implementation of the Ethereum Virtual Machine
A python interface for interacting with the Ethereum blockchain and ecosystem.
Python binding to the Networking and Cryptography (NaCl) library
The interactive graphing library for Python ✨ This project now includes Plotly Express!
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.
NumPy and Pandas interface to Big Data
Business Intelligence (BI) in Python, OLAP
the AI-native open-source embedding database
pickleDB is an open source key-value store using Python's json module.
TinyDB is a lightweight document oriented database optimized for your happiness :)
Python object-oriented database
Another Python SQLite wrapper
A curated list of awesome PostgreSQL software, libraries, tools and resources, inspired by awesome-mysql
A collection of awesome sqlite tools, scripts, books, etc
ClickHouse Python Driver with native interface support
PyMongo - the Official MongoDB Python driver
Motor - the async Python driver for MongoDB and Tornado or asyncio
MySQL client library for Python
DataStax Python Driver for Apache Cassandra
PostgreSQL database access simplified
A supercharged SQLite library for Python
Lightweight, extensible data validation library for Python
An implementation of the JSON Schema specification for Python
Schema validation just got Pythonic
Python Data Structures for Humans™.
Lightweight data validation and adaptation Python library.
CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data validation library.
Declarative statistical visualization library for Python
Interactive Data Visualization in the browser, from Python
Cartopy - a cartographic python library with matplotlib support
Python library that makes it easy for data scientists to create charts.
🎨 Diagram as Code for prototyping cloud system architectures
A Grammar of Graphics for Python
Statistical data visualization in Python
Main repository for Vispy
A Python 3 library for parsing human-written times and dates
Useful extensions to the standard Python datetime features
Delorean: Time Travel Made Easy
Datetimes for Humans™
A Python library for dealing with dates
Python datetimes made easy
PyTime is an easy-use Python module which aims to operate date/time/datetime by string.
Friendly Python Dates
Python Cloud Debugger
Python debugger package for use with Visual Studio and Visual Studio Code.
The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
Coverage plugin for pytest.
Plugin for generating HTML reports for pytest results
Thin-wrapper around the mock package for easier use with pytest
pytest plugin for distributed testing and loop-on-failures testing modes.
The comprehensive WSGI web application library.
A configurable set of panels that display various debug information about the current request/response.
A drop-in replacement for Django's runserver.
🍦 Never use print() to debug again.
Integration of IPython pdb
(OLD REPO) Line-by-line profiling for Python - Current repo ->
Trace any Python program, anywhere!
Full-screen console debugger for Python
Sampling profiler for Python programs
Parsing ELF and DWARF in Python
Debugger capable of attaching to and injecting code into python processes.
Hunter is a flexible code tracing toolkit.
Debugging manhole for python applications.
Visual profiler for Python
An improbable web debugger through WebSockets
Caffe: a fast open framework for deep learning.
Deep Learning for humans
Tensors and Dynamic neural networks in Python with strong GPU acceleration
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!
An Open Source Machine Learning Framework for Everyone
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
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
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.
Chef-like functionality for Fabric
Simple, Pythonic remote execution and deployment.
Tools for writing awesome Fabric files
Manage Procfile-based applications
Honcho: a python clone of Foreman. For managing Procfile-based applications.
Cross-platform lib for process and system monitoring in Python
pyinfra automates infrastructure super fast at massive scale. It can be used for ad-hoc command execution, service deployment, configuration management and more.
Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:
Supervisor process control system for Unix (supervisord)
Text to image synthesis using thought vectors
Parallel computing with task scheduling
Python Stream Processing
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.
Run MapReduce jobs on Hadoop or Amazon Web Services
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.
Run Python in Apache Storm topologies. Pythonic API, CLI tooling, and a topology DSL.
Python virtualenvs in Debian packages
A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
Freeze (package) Python programs into stand-alone executables
shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all their dependencies included.
A curated list of awesome tools for Sphinx Python Documentation Generator
API Documentation for Python Projects
Literate-style documentation generator.
The Sphinx documentation generator
Official s3cmd repo -- Command line tool for managing S3 compatible storage services (including Amazon S3 and CloudFront).
Super S3 command line tool
An Unofficial Alipay API for Python
Ecommerce for Mezzanine
A Django based shop system
Foreign exchange rates, Bitcoin price index and currency conversion using ratesapi.io
A Django app to accept payments from various payment processors via Pluggable backends.
Python money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.
Display money format and its filthy currencies, for all money lovers out there.
Python email address and Mime parsing library
Python IMAP for Human beings
A light-weight, modular, message representation and mail delivery framework for Python.
Mail hosting made simple
A Python Mail Server
Send email in Python conveniently for gmail using yagmail
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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.
A collection of useful CloudFormation templates
AWS Glue Libraries are additions and enhancements to Spark for ETL operations.
A developer toolkit to implement Serverless best practices and increase developer velocity.
AWS SDK for Python
Official Python client for Elasticsearch
The Python micro framework for building web applications.
🐍 The official Python client library for Google's discovery based APIs.
Pythonic task management & command execution.
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.
Pure Python RabbitMQ/AMQP 0-9-1 client library
A simple, yet elegant, HTTP library.
Simple Python version management
Virtual Python Environment builder
create custom test databases that are populated with fake data
Faker is a Python package that generates fake data for you.
Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.
A python wrapper for libmagic
An object-oriented approach to Python file/directory operations.
Python library and shell utilities to monitor filesystem events.
ARCH models in Python
Python Backtesting library for trading strategies
Common financial risk and performance metrics. Used by zipline and pyfolio.
An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks
Download market data from Yahoo! Finance's API
Zipline, a Pythonic Algorithmic Trading Library
A lightweight LLVM python binding for writing JIT compilers
A Python HTML form library.
Bootstrap 4 integration with Django.
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.
A platform independent django form serializer
A flexible forms validation and rendering library for Python.
Simple, elegant, Pythonic functional programming.
Functional programming in Python: implementation of missing features to enjoy FP
A fancy and practical functional tools
Make your functions return something meaningful, typed, and safe!
A functional standard library for Python.
The first level of Super Mario Bros made with Python and Pygame.
This is the code base for the pygame tutorials posted on my YouTube channel.
Creating the game Space Invaders using Pygame Module in Python
A Django application that provides country choices for use with forms, flag icons static files, and a country field for models.
DEPRECATED GeoIP Legacy Python API
Cartopy - a cartographic python library with matplotlib support
Python tools for geographic data
Core components of Python Spatial Analysis Library
This library reads and writes ESRI Shapefiles in pure Python.
cuGraph - RAPIDS Graph Analytics Library
Parallel computing with task scheduling
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Hydra is a framework for elegantly configuring complex applications
🚀 Build and manage real-life ML, AI, and data science projects with ease!
Neo4j Bolt driver for Python
Network Analysis in Python
Python interface for igraph
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
Main yt repository
GraphQL framework for Python
tartiflette-aiohttp is a wrapper of aiohttp which includes the Tartiflette GraphQL Engine, do not hesitate to take a look of the Tartiflette project.
ASGI support for the Tartiflette GraphQL engine
A common base representation of python source code for pylint and other projects
Bandit is a tool designed to find common security issues in Python code.
Data Apps & Dashboards for Python. No JavaScript Required.
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.
A Python utility / library to sort imports.
McCabe complexity checker for Python
napari: a fast, interactive, multi-dimensional image viewer for python
Simple Python style checker in one Python file
docstring style checker
It's not just a linter that annoys you!
PyQt Examples(PyQt各种测试和例子) PyQt4 PyQt5
ATTENTION: This project is deprecated, please refer to PySide2
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.
TraitsUI: Traits-capable windowing framework
A little Python library for making simple Electron-like HTML/JS GUI apps
Declarative User Interfaces for Python
Turn (almost) any Python command line program into a full GUI application with one line
pyglet is a cross-platform windowing and multimedia library for Python, for developing games and other visually rich applications.
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.
Build GUI for your Python program with JavaScript, HTML, and CSS
Write scalable load tests in plain Python 🚗💨
splinter - python test framework for web applications
Hook and simulate global keyboard events on Windows and Linux.
Hook and simulate global mouse events in pure Python
A module for cross-platform control of the mouse and keyboard in python that is simple to install and use.
Scapy: the Python-based interactive packet manipulation program & library.
Bleach is an allowed-list-based HTML sanitizing library that escapes or strips markup and attributes
Standards-compliant library for parsing and serializing HTML documents and fragments in Python
Safely add untrusted strings to HTML/XML markup.
A jquery-like library for python
Converts XML to Python objects
Python module that makes working with XML feel like you are working with JSON
Requests + Gevent = <3
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.
A next generation HTTP client for Python. 🦋
A simple, yet elegant, HTTP library.
Python requests like API built on top of Twisted's HTTP client.
Image histogram remapping
Nudity detection with Python
Python avatar generator for absolute nerds
Python Imaging Library (Fork)
A Python library for alpha matting
㊙️ Create standard barcodes with Python. No external dependencies. 100% Organic Python.
Python QR Code image generator
python binding for libvips using cffi
🎨 Generate and change color-schemes on the fly.
Computer art based on quadtrees.
thumbor is an open-source photo thumbnail service by globo.com
An implementation of Python in Common Lisp
The Python programming language
Grumpy is a Python to Go source code transcompiler and runtime.
Implementation of Python 3.x for .NET Framework that is built on top of the Dynamic Language Runtime.
MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems
x86-64 assembler embedded in Python
A curated list of awesome Jupyter projects, libraries and resources
bpython - A fancy curses interface to the Python interactive interpreter
The PyICU project repository has moved to https://pyicu.org.
A calendaring app for Django. It is now stable, Please feel free to use it now. Active development has been taken over by bartekgorny.
Remote task execution tool
Crontab jobs management in Python
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
Python job scheduling for humans.
Run your code in the cloud, with technology so advanced, it feels like magic!
Spawns JupyterHub single user servers in Docker containers
Jupyter extensions for running an RStudio rsession proxy
Jupyter notebook server extension to proxy web services.
Multi-user server for Jupyter notebooks
Reference deployment of JupyterHub with docker
Reference deployment of JupyterHub and nbgrader on a single server
Kubernetes spawner for JupyterHub
LDAP Authenticator Plugin for Jupyter
OAuth + JupyterHub Authenticator = OAuthenticator
Turn repositories into Jupyter-enabled Docker images
Spawn JupyterHub single-user servers with sudo
Simple JupyterHub distribution for 1-100 users on a single server
Mechanism for runtime configuration of spawners for JupyterHub
Helm Chart & Documentation for deploying JupyterHub on Kubernetes
Python logging made (stupidly) simple
The official Python SDK for Sentry.io
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
A toolkit for developing and comparing reinforcement learning algorithms.
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.
Inference code for LLaMA models
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
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
The platform for building AI from enterprise data
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.
lightweight python wrapper for vowpal wabbit
Robust Speech Recognition via Large-Scale Weak Supervision
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
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
matplotlib: plotting with Python
NumPy aware dynamic Python compiler using LLVM
The fundamental package for scientific computing with Python.
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Deep universal probabilistic programming with Python and PyTorch
scikit-learn: machine learning in Python
SciPy library main repository
A computer algebra system written in pure Python
N-D labeled arrays and datasets in Python
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.
Python for Windows (pywin32) Extensions
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
Safely pass trusted data to untrusted environments and back.
Magenta: Music and Art Generation with Machine Intelligence
A simple but flexible plugin system for Python.
TensorFlow code and pre-trained models for BERT
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Code for the paper "Language Models are Unsupervised Multitask Learners"
Deep Learning for humans
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
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)
An open source framework for seq2seq models in PyTorch.
scikit-learn: machine learning in Python
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
An open source framework for seq2seq models in PyTorch.
TensorFlow-based neural network library
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
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.
Library for Semi-Automated Data Science
Cloud ML Engine repo. Please visit the new Vertex AI samples repo at https://github.com/GoogleCloudPlatform/vertex-ai-samples
🦉 ML Experiments and Data Management with Git
Open source platform for the machine learning lifecycle
TFX is an end-to-end platform for deploying production ML pipelines
A toolkit for reproducible reinforcement learning research.
A toolkit for developing and comparing reinforcement learning algorithms.
Assignments for CS294-112.
Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning
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).
Implementation of algorithms for continuous control (DDPG and NAF).
Minimal and Clean Reinforcement Learning Examples
rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.
TensorFlow Reinforcement Learning
Keras Temporal Convolutional Network.
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Statsmodels: statistical modeling and econometrics in Python
Let your Python tests travel through time
A mocking library for requests
Intercept HTTP requests at the Python socket level. Fakes the whole socket module
a socket mock framework - for all kinds of socket animals, web-clients included
A utility for mocking out the Python Requests library.
Automatically mock your HTTP interactions to simplify and speed up testing
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
Topic Modelling for Humans
结巴中文分词
Stand-alone language identification system
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation
Multilingual text (NLP) processing toolkit
A natural language modeling framework based on PyTorch
Basic Utilities for PyTorch Natural Language Processing (NLP)
Python library for processing Chinese text
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
Emulator for rapid prototyping of Software Defined Networks
Network Automation and Programmability Abstraction Layer with Multivendor support
The POX network software platform
Generate generic activity streams from the actions on your site. Users can follow any actors' activities for personalized streams.
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:
An open-source NLP research library, built on PyTorch.
TensorFlow code and pre-trained models for BERT
Fixes contractions such as `you're` to `you are`
Fuzzy String Matching in Python
Topic Modelling for Humans
🔍 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 Source
Multilingual text (NLP) processing toolkit
State-of-the-Art Text Embeddings
💫 Industrial-strength Natural Language Processing (NLP) in Python
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Lightning Fast Language Prediction 🚀
A tool for extracting plain text from Wikipedia dumps
A little word cloud generator in Python
A test fixtures replacement for Python
Mixer -- Is a fixtures replacement. Supported Django, Flask, SqlAlchemy and custom python objects.
A curated list of awesome tools for SQLAlchemy
Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.
Rich Python data types for Redis
A Python Object-Document-Mapper for working with MongoDB
The Orator ORM provides a simple yet beautiful ActiveRecord implementation.
An async ORM. 🗃
a small, expressive orm -- supports postgresql, mysql, sqlite and cockroachdb
Pony Object Relational Mapper
A pure Python Database Abstraction Layer
A system-level, binary package and environment manager running on all major operating systems and platforms.
A set of tools to keep your pinned Python dependencies fresh.
A PyPI mirror client according to PEP 381 http://www.python.org/dev/peps/pep-0381/
Python PyPi staging server and packaging, testing, release tool
Missing data visualization module for Python.
Modin: Scale your Pandas workflows by changing a single line of code
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Extract data from a wide range of Internet sources into a pandas DataFrame.
An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks
fsociety Hacking Tools Pack – A Penetration Testing Framework
The Social-Engineer Toolkit (SET) repository from TrustedSec - All new versions of SET will be deployed here.
Automatic SQL injection and database takeover tool
The uncompromising Python code formatter
The most widely used Python to C compiler
NumPy aware dynamic Python compiler using LLVM
The fundamental package for scientific computing with Python.
The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
SciPy library main repository
Awesome Django authorization, without the database
Subprocesses for Humans 2.0.
Python process launching
Was an interactive continuous Python profiler.
🚴 Call stack profiler for Python. Shows you why your code is slow!
Yet Another Python Profiler, but this time multithreading, asyncio and gevent aware.
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
fastFM: A Library for Factorization Machines
Fast Python Collaborative Filtering for Implicit Feedback Datasets
A Python implementation of LightFM, a hybrid recommendation algorithm.
Deep recommender models using PyTorch.
A Python scikit for building and analyzing recommender systems
A TensorFlow recommendation algorithm and framework in Python.
a python refactoring library
The Web API toolkit. 🛠
Build Web Services with Pyramid.
REST API framework designed for human beings
The no-magic web data plane API and microservices framework for Python developers, with a focus on reliability, correctness, and performance at scale.
FastAPI framework, high performance, easy to learn, fast to code, ready for production
Simple framework for creating REST APIs
Embrace the APIs of the future. Hug aims to make developing APIs as simple as possible, but no simpler.
Automatically generate a RESTful API service for your legacy database. No code required!
Python sample codes for robotics algorithms.
zerorpc for python
Incubator for useful bioinformatics code, primarily in Python and R
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
Statsmodels: statistical modeling and econometrics in Python
A computer algebra system written in pure Python
Zipline, a Pythonic Algorithmic Trading Library
Modular search for Django
High level Python client for Elasticsearch
Pysolr — Python Solr client
Impacket is a collection of Python classes for working with network protocols.
Repository for the Lemur Certificate Manager
🚀 Build and manage real-life ML, AI, and data science projects with ease!
AWS Least Privilege for Distributed, High-Velocity Deployment
Security Monkey monitors AWS, GCP, OpenStack, and GitHub orgs for assets and their changes over time.
w3af: web application attack and audit framework, the open source web vulnerability scanner.
A lightweight library for converting complex objects to and from simple Python datatypes.
Python bindings for the simdjson project.
Python wrapper around rapidjson
A fast JSON parser/generator for C++ with both SAX/DOM style API
A toolkit for developing and deploying serverless Python code in AWS Lambda.
Serverless Python
🐚 Python-powered shell. Full-featured and cross-platform.
PyPSA: Python for Power System Analysis
A community based Python library for quantitative economics
A framework that allows people to write their own Rocket League bots.
A suite of utilities for converting to and working with CSV, the king of tabular file formats.
A fast yet powerful Python Markdown parser with renderers and plugins.
Python PDF Parser (Not actively maintained). Check out pdfminer.six.
Single API for reading, manipulating and writing data in csv, ods, xls, xlsx and xlsm files
Create and modify Word documents with Python
Use a docx as a jinja2 template
Create Open XML PowerPoint documents in Python
Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.
Universal Office Converter - Convert between any document format supported by LibreOffice/OpenOffice.
Unpacks things.
Please use openpyxl where you can...
A Python module for creating Excel XLSX files.
Library to create spreadsheet files compatible with MS Excel 97/2000/XP/2003 XLS files, on any platform.
The lektor static file content management system
Simple, lightweight, and magic-free static site/blog generator for Python coders
Project documentation with Markdown.
A static website and blog generator
Static site generator that supports Markdown and reST syntax. Powered by Python.
Matplotlib tutorial for beginner
100 numpy exercises (with solutions)
An open access book on scientific visualization using python and matplotlib
Simple tagging for django
A fast and reliable background task processing library for Python 3.
a little task queue for python
Mr. Queue - A distributed worker task queue in Python using Redis & gevent
Simple job queues for Python
A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
Typed interactions with the GitHub API v3
BDD library for the py.test runner
A very fast and expressive template engine.
Repository for BLESS, an SSH Certificate Authority that runs as a AWS Lambda function
bpython - A fancy curses interface to the Python interactive interpreter
Turn (almost) any Python command line program into a full GUI application with one line
improved colored diff
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
Repository for the Lemur Certificate Manager
A Python module for controlling interactive programs in a pseudo-terminal
AWS Least Privilege for Distributed, High-Velocity Deployment
Security Monkey monitors AWS, GCP, OpenStack, and GitHub orgs for assets and their changes over time.
🖥️ tmux session manager. built on libtmux
A test fixtures replacement for Python
create custom test databases that are populated with fake data
Faker is a Python package that generates fake data for you.
Let your Python tests travel through time
Green is a clean, colorful, fast python test runner.
A mocking library for requests
Intercept HTTP requests at the Python socket level. Fakes the whole socket module
Hypothesis is a powerful, flexible, and easy to use library for property-based testing.
Write scalable load tests in plain Python 🚗💨
Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.
Mixer -- Is a fixtures replacement. Supported Django, Flask, SqlAlchemy and custom python objects.
The successor to nose, based on unittest2
a socket mock framework - for all kinds of socket animals, web-clients included
A utility for mocking out the Python Requests library.
Generic automation framework for acceptance testing and RPA
splinter - python test framework for web applications
Automatically mock your HTTP interactions to simplify and speed up testing
Hypothesis is a powerful, flexible, and easy to use library for property-based testing.
The successor to nose, based on unittest2
Generic automation framework for acceptance testing and RPA
Green is a clean, colorful, fast python test runner.
Python character encoding detector
Fuzzy String Matching in Python
Implementation of hashids (http://hashids.org) in Python. Compatible with Python 2 and Python 3
Paranoid text spacing in Python
Python Lex-Yacc
An implementation of figlet written in Python
Python library for creating PEG parsers
A simple Python module for parsing human names into their individual components
Python port of Google's libphonenumber
汉字转拼音(pypinyin)
Returns unicode slugs
A Python library that provides an easy way to identify devices like mobile phones, tablets and their capabilities by parsing (browser) user agent strings.
A generator library for concise, unambiguous and URL-safe UUIDs.
A non-validating SQL parser module for Python
A slugifier that works in unicode
AWS SDK for Python
Python SDK for Facebook's Graph API
Google Sheets Python API
Actively maintained, pure Python wrapper for the Twitter API. Supports both normal and streaming Twitter APIs.
Optional static typing for Python
Run-time type checker for Python
Runtime inspection utilities for Python typing module
🌐 URL parsing and manipulation made easy.
A simple, immutable URL class with a clean API for interrogation and manipulation.
🔌 Generating short urls with python has never been easier
A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, Pyramid, webapp2, Falcon, and aiohttp.
A common base representation of python source code for pylint and other projects
Bandit is a tool designed to find common security issues in Python code.
The uncompromising Python code formatter
Python composable command line interface toolkit
Web APIs for Django. 🎸
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.
The Python micro framework for building web applications.
A next generation HTTP client for Python. 🦋
A Python utility / library to sort imports.
McCabe complexity checker for Python
Typed interactions with the GitHub API v3
It's not just a linter that annoys you!
Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
Scrapy, a fast high-level web crawling & scraping framework for Python.
The official Python SDK for Sentry.io
The Database Toolkit for Python
Video processing routines for SciPy
A High-performance cross-platform Video Processing Python framework powerpacked with unique trailblazing features 🔥
Declarative statistical visualization library for Python
Interactive Data Visualization in the browser, from Python
Python binding for the freetype library
matplotlib: plotting with Python
Matplotlib 3.1 cheat sheet.
Matplotlib tutorial for beginner
100 numpy exercises (with solutions)
The interactive graphing library for Python ✨ This project now includes Plotly Express!
An open access book on scientific visualization using python and matplotlib
Ten simple rules for better figures
Main repository for Vispy
bottle.py is a fast and simple micro-framework for python web-applications.
The Web framework for perfectionists with deadlines.
Web APIs for Django. 🎸
a small, expressive orm -- supports postgresql, mysql, sqlite and cockroachdb
MySQL client library for Python
Coverage plugin for pytest.
A Django plugin for pytest.
A set of pytest fixtures to test Flask applications
Plugin for generating HTML reports for pytest results
Plugin for running Selenium with pytest
Social auth made simple
THIS IS NOT THE OFFICIAL REPO - PLEASE SUBMIT PRs ETC AT: http://github.com/sqlalchemy/sqlalchemy
The Database Toolkit for Python
The little ASGI framework that shines. 🌟
An ASGI web server, for Python. 🦄
Compresses linked and inline javascript or CSS into a single cached file.
Pipeline is an asset packaging library for Django.
https://django-storages.readthedocs.io/
Flask webassets integration.
Asset management for Python web development.
Web Content Retrieval for Humans™
a small library for extracting rich content from urls
newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs:
Pythonic HTML Parsing for Humans™
Module for automatic summarization of text documents and HTML pages.
extract text from any document. no muss. no fuss.
Web Scraping Framework
A Python library for automating interaction with websites.
Visual scraping for Scrapy
A Powerful Spider(Web Crawler) System in Python.
The Best Django Resource, Awesome Django for mature packages.
A curated list of awesome things related to Django
A curated list of awesome Flask resources and plugins
A curated list of awesome Pyramid apps, projects and resources.
The Modern And Developer Centric Python Web Framework. Be sure to read the documentation and join the Discord channel for questions: https://discord.gg/TwKeFahmPZ
WebSocket and WAMP in Python for Twisted and asyncio
Developer-friendly asynchrony for Django
Library for building WebSocket servers and clients in Python
A screamingly fast Python 2/3 WSGI server written in C.
gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.
Waitress - A WSGI server for Python 3
The comprehensive WSGI web application library.