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Python Repositories
Versatile programming language for web development, data science, and automation
422 repositories•Updated regularly
Virtual environment for Node.js & integrator with virtualenv
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
Ajenti Core and stock plugins
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
A Django app that creates automatic web UIs for Python scripts.
Streamlit — A faster way to build and share data apps.
Minimal examples of data structures and algorithms in Python
No non-sense and no BS repo for how data structure code should be in Python - simple and elegant.
Python Sorted Container Types: Sorted List, Sorted Dict, and Sorted Set
All Algorithms implemented in Python
algorithm
algorithm-competitions
algorithms-implemented
+11
7/16/2016
200,898
Python
A simple library for implementing common design patterns.
A collection of design patterns/idioms in Python
A lightweight, object-oriented finite state machine implementation in Python with many extensions
An ASGI web server, for Python. 🦄
Hypercorn is an ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.
Trio – a friendly Python library for async concurrency and I/O
Event-driven networking engine written in Python.
Concurrent networking library for Python
Coroutine-based concurrency library for Python
cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding for Python
Audio fingerprinting and recognition in Python
kapre: Keras Audio Preprocessors
Python library for audio and music analysis
🎚️ Open Source Audio Matching and Mastering
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
music library manager and MusicBrainz tagger
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).
Python module for handling audio metadata
Python library for reading audio file metadata
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. 🔁 Mirror of https://codeberg.org/allauth/django-allauth/
OAuth2 goodies for the Djangonauts!
A generic, spec-compliant, thorough implementation of the OAuth request-signing logic
JSON Web Token implementation in Python
The official bitbake Git is at https://git.openembedded.org/bitbake/. Do not open issues or file pull requests here.
Buildout is a deployment automation tool written in and extended with Python
Your Gateway to Embedded Software Development Excellence :alien:
Software build automation tool for Python.
SCons - a software construction tool
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.
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.
A Django content management system focused on flexibility and user experience
Automatic caching and invalidation for Django models through the ORM.
A slick ORM cache with automatic granular event-driven invalidation.
Python disk-backed cache (Django-compatible). Faster than Redis and Memcached. Pure-Python.
Errbot is a chatbot, a daemon that connects to your favorite chat service and bring your tools and some fun into the conversation.
Pretty good call graphs for dynamic languages
Inspects Python source files and provides information about type and location of classes, methods etc
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 uncompromising Python code formatter
A Python utility / library to sort imports.
Collection of library stubs for Python, with static types
A Python library that generates static type annotations by collecting runtime types
A static type analyzer for Python code
Python composable command line interface toolkit
Command Line Interface Formulation Framework. Mirror of code maintained at opendev.org.
Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
Library for building powerful interactive command line applications in Python
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
Simple cross-platform colored terminal text in Python
Rich is a Python library for rich text and beautiful formatting in the terminal.
:zap: A Fast, Extensible Progress Bar for Python and CLI
Library and command-line utility for rendering projects templates.
A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
Because sometimes you need to do it live
instant coding answers via the command line
Pythonic task management & command execution.
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.
Magnificent app which corrects your previous console command.
🖥️ Session manager for tmux, build on libtmux.
Dead simple CLI tool to try Python packages - It's never been easier! :package:
🥧 HTTPie CLI — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.
Interactive Redis: A Terminal Client for Redis with AutoCompletion and Syntax Highlighting.
CLI for SQLite Databases with auto-completion and syntax highlighting
A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.
Postgres CLI with autocompletion and syntax highlighting
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
🐍 Geometric Computer Vision Library for Spatial AI
A Python wrapper for Google Tesseract
A Python wrapper for the tesseract-ocr API
Python 3+ compatible port of the configobj library
Hydra is a framework for elegantly configuring complex applications
Strict separation of config from code.
cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.
The leading native Python SSHv2 protocol library.
pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
An open source multi-tool for exploring and publishing data
:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
Lightweight, extensible data validation library for Python
A serialization/deserialization/validation library for strings, mappings and lists.
An implementation of the JSON Schema specification for Python
Python Data Structures for Humans™.
CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data validation library.
Data validation using Python type hints
Declarative visualization library for Python
Cartopy - a cartographic python library with matplotlib support
:art: Diagram as Code for prototyping cloud system architectures
matplotlib: plotting with Python
A Grammar of Graphics for Python
Fast data visualization and GUI tools for scientific / engineering applications
Statistical data visualization in Python
Main repository for Vispy
pickleDB is an in memory key-value store using Python's orjson module for persistence.
TinyDB is a lightweight document oriented database optimized for your happiness :)
Python object-oriented database
MySQL/MariaDB connector for Python
Python CLI utility and library for manipulating SQLite databases
ClickHouse Python Driver with native interface support
DataStax Python Driver for Apache Cassandra
A developer-friendly Python library to interact with Apache HBase
PyMongo - the Official MongoDB Python driver
Motor - the async Python driver for MongoDB and Tornado or asyncio
🏹 Better dates & times for Python
Useful extensions to the standard Python datetime features
Full-screen console debugger for Python
Debugging manhole for python applications.
Hunter is a flexible code tracing toolkit.
Visual profiler for Python
A configurable set of panels that display various debug information about the current request/response.
🍦 Never use print() to debug again.
Parsing ELF and DWARF in Python
Deep Learning for humans
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
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
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.
Official upstream for the cloud-init: cloud instance initialization
🔧 pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fast and scales from one server to thousands.
cloud-management
configuration-management
high-performance
+4
10/19/2014
4,232
Python
Software to automate the management and configuration of infrastructure and applications at scale.
Simple, Pythonic remote execution and deployment.
Supervisor process control system for Unix (supervisord)
Cross-platform lib for process and system monitoring in Python
Deduplicating archiver with compression and authenticated encryption.
Parallel computing with task scheduling
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.
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Python Stream Processing
Run Python in Apache Storm topologies. Pythonic API, CLI tooling, and a topology DSL.
py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins from Python scripts.
Create standalone Windows programs from Python code
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.
The Sphinx documentation generator
A curated list of awesome tools for Sphinx Python Documentation Generator
AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
Official s3cmd repo -- Command line tool for managing S3 compatible storage services (including Amazon S3 and CloudFront).
Command-line program to download videos from YouTube.com and other video sites
Using the jedi autocompletion library for VIM.
A code-completion engine for Vim
Official repository for Spyder - The Scientific Python Development Environment
Send email in Python conveniently for gmail using yagmail
Python email address and Mime parsing library
A light-weight, modular, message representation and mail delivery framework for Python.
Virtual Python Environment builder
Python library and shell utilities to monitor filesystem events.
Simple, elegant, Pythonic functional programming.
A fancy and practical functional tools
More routines for operating on iterables, beyond itertools
Make your functions return something meaningful, typed, and safe!
Cython implementation of Toolz: High performance functional utilities
A little Python library for making simple Electron-like HTML/JS GUI apps
Write desktop and web apps in pure 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
GraphQL framework for Python
A Django application that provides country choices for use with forms, flag icons static files, and a country field for models.
Python bindings and utilities for GeoJSON
Geocoding library for Python.
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.
Python module that makes working with XML feel like you are working with JSON
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.
urllib3 is a user-friendly HTTP client library for Python
Hook and simulate global keyboard events on Windows and Linux.
Hook and simulate global mouse events in pure Python
Scapy: the Python-based interactive packet manipulation program & library.
Python Imaging Library (Fork)
㊙️ Create standard barcodes with Python. No external dependencies. 100% Organic Python.
🎨 Generate and change color-schemes on the fly.
python binding for libvips using cffi
thumbor is an open-source photo thumbnail service by globo.com
The ctypes-based simple ImageMagick binding for Python
The most widely used Python to C compiler
NumPy aware dynamic Python compiler using LLVM
x86-64 assembler embedded in Python
(No longer maintained) A faster and highly-compatible implementation of the Python programming language.
bpython - A fancy curses interface to the Python interactive interpreter
A calendaring app for Django. It is now stable, Please feel free to use it now. Active development has been taken over by bartekgorny.
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
A powerful workflow engine implemented in pure Python
Python logging made (stupidly) simple
The official Python SDK for Sentry.io
A toolkit for developing and comparing reinforcement learning algorithms.
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
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.
artificial-intelligence
hierarchical-temporal-memory
machine-intelligence
+1
4/5/2013
6,347
Python
lightweight python wrapper for vowpal wabbit
A fast Python in-process signal/event dispatching system.
🔩 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.
Topic Modelling for Humans
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
machine-learning
natural-language-processing
network-analysis
+4
5/3/2011
8,817
Python
Multilingual text (NLP) processing toolkit
A natural language modeling framework based on PyTorch
Basic Utilities for PyTorch Natural Language Processing (NLP)
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
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
pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation
Python library for processing Chinese text
Emulator for rapid prototyping of Software Defined Networks
Network Automation and Programmability Abstraction Layer with Multivendor support
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:
A curated list of awesome tools for SQLAlchemy
The Orator ORM provides a simple yet beautiful ActiveRecord implementation.
a small, expressive orm -- supports postgresql, mysql, sqlite and cockroachdb
Pony Object Relational Mapper
A Python Object-Document-Mapper for working with MongoDB
A pythonic interface to Amazon's DynamoDB
A Python Library for Simple Models and Containers Persisted in Redis
A set of tools to keep your pinned Python dependencies fresh.
A system-level, binary package and environment manager running on all major operating systems and platforms.
Python packaging and dependency management made easy
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
The Python Package Index
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
Awesome Django authorization, without the database
fastFM: A Library for Factorization Machines
factorization-machines
machine-learning
matrix-factorization
+1
10/27/2014
1,085
Python
Fast Python Collaborative Filtering for Implicit Feedback Datasets
collaborative-filtering
machine-learning
matrix-factorization
+3
4/17/2016
3,675
Python
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.
Web APIs for Django. 🎸
Creating delicious APIs for Django apps since 2010.
REST API framework designed for human beings
Simple framework for creating REST APIs
The no-magic web API and microservices framework for Python developers, with an emphasis on reliability and performance at scale.
FastAPI framework, high performance, easy to learn, fast to code, ready for production
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!
Accelerate your web app development | Build fast. Run fast.
Python sample codes and textbook for robotics algorithms.
RPyC (Remote Python Call) - A transparent and symmetric RPC library for python
Validated, scalable, community developed variant calling, RNA-seq and small RNA analysis
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)
Bayesian Modeling and Probabilistic Programming in Python
Statsmodels: statistical modeling and econometrics in Python
A computer algebra system written in pure Python
Zipline, a Pythonic Algorithmic Trading Library
High level Python client for Elasticsearch
A lightweight library for converting complex objects to and from simple Python datatypes.
Python bindings for the simdjson project.
A toolkit for developing and deploying serverless Python code in AWS Lambda.
:shell: Python-powered shell. Full-featured and cross-platform.
Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.
Single API for reading, manipulating and writing data in csv, ods, xls, xlsx and xlsm files
Create and modify Word documents with Python
Create Open XML PowerPoint documents in Python
Universal Office Converter - Convert between any document format supported by LibreOffice/OpenOffice.
A Python module for creating Excel XLSX files.
xlwings is a Python library that makes it easy to call Python from Excel and vice versa. It works with Excel on Windows and macOS as well as with Google Sheets and Excel on the web.
Library to create spreadsheet files compatible with MS Excel 97/2000/XP/2003 XLS files, on any platform.
A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files
A fast yet powerful Python Markdown parser with renderers and plugins.
A Python implementation of John Gruber’s Markdown with Extension support.
A suite of utilities for converting to and working with CSV, the king of tabular file formats.
The lektor static file content management system
Project documentation with Markdown.
Simple, lightweight, and magic-free static site/blog generator for Python coders
A static website and blog generator
Static site generator that supports Markdown and reST syntax. Powered by Python.
A fast and reliable background task processing library for Python 3.
Mr. Queue - A distributed worker task queue in Python using Redis & gevent
Simple job queues for Python
A very fast and expressive template engine.
The property-based testing library for Python
The successor to nose, based on unittest2
Generic automation framework for acceptance testing and RPA
Green is a clean, colorful, fast python test runner.
Write scalable load tests in plain Python 🚗💨
A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.
Supercharge your API testing, catch bugs, and ensure compliance
Sixpack is a language-agnostic a/b-testing framework
splinter - python test framework for web applications
Let your Python tests travel through time
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
A test fixtures replacement for Python
Mixer -- Is a fixtures replacement. Supported Django, Flask, SqlAlchemy and custom python objects.
No longer maintained, please migrate to model_bakery
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.
Fixes mojibake and other glitches in Unicode text, after the fact.
An implementation of figlet written in Python
📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.
Implementation of hashids (http://hashids.org) in Python. Compatible with Python 2 and Python 3
A generator library for concise, unambiguous and URL-safe UUIDs.
Python library for creating PEG parsers
A simple Python module for parsing human names into their individual components
Python port of Google's libphonenumber
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 non-validating SQL parser module for Python
WordPress models and views for Django.
Python SDK for Facebook's Graph API
🐍 The official Python client library for Google's discovery based APIs.
Google Sheets Python API
Actively maintained, pure Python wrapper for the Twitter API. Supports both normal and streaming Twitter APIs.
🌐 URL parsing and manipulation made easy.
A simple, immutable URL class with a clean API for interrogation and manipulation.
:electric_plug: 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 High-performance cross-platform Video Processing Python framework powerpacked with unique trailblazing features :fire:
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/
Asset management for Python web development.
Convert HTML to Markdown-formatted text.
a small library for extracting rich content from urls
fast python port of arc90's readability tool, updated to match latest readability.js!
Pythonic HTML Parsing for Humans™
Module for automatic summarization of text documents and HTML pages.
A Python library for automating interaction with websites.
Scrapy, a fast high-level web crawling & scraping framework for Python.
The Web framework for perfectionists with deadlines.
The Python micro framework for building web applications.
Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
WebSocket and WAMP in Python for Twisted and asyncio
Library for building WebSocket servers and clients in Python
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.