A curated list of awesome Python frameworks, libraries and software.

• donnemartin/system-design-primer - Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
• vinta/awesome-python - A curated list of awesome Python frameworks, libraries, software and resources
• TheAlgorithms/Python - All Algorithms implemented in Python
• nvbn/thefuck - Magnificent app which corrects your previous console command.
• pallets/flask - The Python micro framework for building web applications.
• django/django - The Web framework for perfectionists with deadlines.
• keras-team/keras - Deep Learning for humans
• jakubroztocil/httpie - As easy as HTTPie /aitch-tee-tee-pie/ 🥧 Modern command line HTTP client – user-friendly curl alternative with intuitive UI, JSON support, syntax highlighting, wget-like downloads, extensions, etc. https://twitter.com/clihttp
• ansible/ansible - Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy. Avoid writing scripts or custom code to deploy and update your applications — automate in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com/ansible/
• psf/requests - A simple, yet elegant HTTP library.
• scikit-learn/scikit-learn - scikit-learn: machine learning in Python
• scrapy/scrapy - Scrapy, a fast high-level web crawling & scraping framework for Python.
• ageitgey/face_recognition - The world's simplest facial recognition api for Python and the command line
• home-assistant/core - 🏡 Open source home automation that puts local control and privacy first
• python/cpython - The Python programming language
• 521xueweihan/HelloGitHub - Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目
• Avik-Jain/100-Days-Of-ML-Code - 100 Days of ML Coding
• certbot/certbot - Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol.
• faif/python-patterns - A collection of design patterns/idioms in Python
• pandas-dev/pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
• apachecn/AiLearning - AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
• pypa/pipenv - Python Development Workflow for Humans.
• satwikkansal/wtfpython - Do you think you know Python?
• donnemartin/interactive-coding-challenges - 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
• docker/compose - Define and run multi-container applications with Docker
• 3b1b/manim - Animation engine for explanatory math videos
• tornadoweb/tornado - Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
• apache/incubator-mxnet - Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
• fighting41love/funNLP - 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
• mitmproxy/mitmproxy - An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
• donnemartin/data-science-ipython-notebooks - Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
• keon/algorithms - Minimal examples of data structures and algorithms in Python
• encode/django-rest-framework - Web APIs for Django. 🎸
• sqlmapproject/sqlmap - Automatic SQL injection and database takeover tool
• geekcomputers/Python - My Python Examples
• d2l-ai/d2l-zh - 《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。
• google/python-fire - Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
• apache/airflow - Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
• explosion/spaCy - 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython
• CorentinJ/Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time
• nicolargo/glances - Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.
• HelloZeroNet/ZeroNet - ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network
• reddit-archive/reddit - historical code from reddit.com
• psf/black - The uncompromising Python code formatter
• StevenBlack/hosts - Extending and consolidating hosts files from several well-curated sources like adaway.org, mvps.org, malwaredomainlist.com, someonewhocares.org, and potentially others. You can optionally invoke extensions to block additional sites by category.
• celery/celery - Distributed Task Queue (development branch)
• binux/pyspider - A Powerful Spider(Web Crawler) System in Python.
• machinelearningmindset/TensorFlow-Course - Simple and ready-to-use tutorials for TensorFlow
• ipython/ipython - Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
• wangshub/wechat_jump_game - 微信《跳一跳》Python 辅助
• tqdm/tqdm - A Fast, Extensible Progress Bar for Python and CLI
• huge-success/sanic - Async Python 3.6+ web server/framework | Build fast. Run fast.
• swisskyrepo/PayloadsAllTheThings - A list of useful payloads and bypass for Web Application Security and Pentest/CTF
• cool-RR/PySnooper - Never use print for debugging again
• bokeh/bokeh - Interactive Data Visualization in the browser, from Python
• spotify/luigi - 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.
• locustio/locust - Scalable user load testing tool written in Python
• gto76/python-cheatsheet - Comprehensive Python Cheatsheet
• fabric/fabric - Simple, Pythonic remote execution and deployment.
• tiangolo/fastapi - FastAPI framework, high performance, easy to learn, fast to code, ready for production
• cookiecutter/cookiecutter - A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects.
• zulip/zulip - Zulip server - powerful open source team chat
• powerline/powerline - Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.
• Kr1s77/awesome-python-login-model - 😮python模拟登陆一些大型网站，还有一些简单的爬虫，希望对你们有所帮助❤️，如果喜欢记得给个star哦🌟
• plotly/dash - Analytical Web Apps for Python & R. No JavaScript Required.
• matplotlib/matplotlib - matplotlib: plotting with Python
• wting/autojump - A cd command that learns - easily navigate directories from the command line
• ray-project/ray - A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
• kivy/kivy - Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS
• quantopian/zipline - Zipline, a Pythonic Algorithmic Trading Library
• psf/requests-html - Pythonic HTML Parsing for Humans™
• saltstack/salt - Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:
• deezer/spleeter - Deezer source separation library including pretrained models.
• RaRe-Technologies/gensim - Topic Modelling for Humans
• facebook/prophet - Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
• google/yapf - A formatter for Python files
• Miserlou/Zappa - Serverless Python
• Jack-Cherish/python-spider - 🌈Python3网络爬虫实战
• apachecn/awesome-algorithm - 项目永久冻结，迁移至新地址：
• python-telegram-bot/python-telegram-bot - We have made you a wrapper you can't refuse
• python-poetry/poetry - Python dependency management and packaging made easy.
• gunthercox/ChatterBot - ChatterBot is a machine learning, conversational dialog engine for creating chat bots
• timgrossmann/InstaPy - 📷 Instagram Bot - Tool for automated Instagram interactions
• getpelican/pelican - Static site generator that supports Markdown and reST syntax. Powered by Python.
• joke2k/faker - Faker is a Python package that generates fake data for you.
• chiphuyen/stanford-tensorflow-tutorials - This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
• meolu/walle-web - walle - 瓦力 Devops开源项目代码部署平台
• sivel/speedtest-cli - Command line interface for testing internet bandwidth using speedtest.net
• aio-libs/aiohttp - Asynchronous HTTP client/server framework for asyncio and Python
• mkdocs/mkdocs - Project documentation with Markdown.
• codelucas/newspaper - News, full-text, and article metadata extraction in Python 3. Advanced docs:
• beetbox/beets - music library manager and MusicBrainz tagger
• jhao104/proxy_pool - Python爬虫代理IP池(proxy pool)
• waditu/tushare - TuShare is a utility for crawling historical data of China stocks
• Theano/Theano - Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.
• pallets/click - Python composable command line interface toolkit
• nltk/nltk - NLTK Source
• wifiphisher/wifiphisher - The Rogue Access Point Framework
• chriskiehl/Gooey - Turn (almost) any Python command line program into a full GUI application with one line
• kovidgoyal/kitty - A cross-platform, fast, feature full, GPU based terminal emulator
• postmanlabs/httpbin - HTTP Request & Response Service, written in Python + Flask.
• dbcli/pgcli - Postgres CLI with autocompletion and syntax highlighting
• wagtail/wagtail - A Django content management system focused on flexibility and user experience
• dbcli/mycli - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.
• pyecharts/pyecharts - 🎨 Python Echarts Plotting Library
• andymccurdy/redis-py - Redis Python Client
• ShangtongZhang/reinforcement-learning-an-introduction - Python Implementation of Reinforcement Learning: An Introduction
• allenai/allennlp - An open-source NLP research library, built on PyTorch.
• darknessomi/musicbox - 网易云音乐命令行版本
• python/mypy - Optional static typing for Python 3 and 2 (PEP 484)
• rushter/MLAlgorithms - Minimal and clean examples of machine learning algorithms implementations
• MorvanZhou/tutorials - 机器学习相关教程
• threat9/routersploit - Exploitation Framework for Embedded Devices
• coursera-dl/coursera-dl - Script for downloading Coursera.org videos and naming them.
• eliangcs/http-prompt - HTTPie + prompt_toolkit = an interactive command-line HTTP client featuring autocomplete and syntax highlighting
• falconry/falcon - Too much magic makes your apps hard to debug and hard to scale. Falcon is the minimalist web framework for building incredibly fast, reliable, and scalable microservices, proxies, and app backends.
• dragen1860/Deep-Learning-with-TensorFlow-book - 深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
• google/jax - Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
• coleifer/peewee - a small, expressive orm -- supports postgresql, mysql and sqlite
• harelba/q - q - Run SQL directly on CSV or TSV files
• divio/django-cms - The easy-to-use and developer-friendly CMS
• kovidgoyal/calibre - The official source code repository for the calibre ebook manager
• clips/pattern - Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
• pytorch/fairseq - Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
• sfyc23/EverydayWechat - 微信助手：1.每日定时给好友（女友）发送定制消息。2.机器人自动回复好友。3.群助手功能（例如：查询垃圾分类、天气、日历、电影实时票房、快递物流、PM2.5等）
• python-pillow/Pillow - The friendly PIL fork (Python Imaging Library)
• dbader/schedule - Python job scheduling for humans.
• sylnsfar/qrcode - artistic QR Code in Python （Animated GIF qr code）- Python 艺术二维码生成器 （GIF动态二维码、图片二维码）
• samshadwell/TrumpScript - Make Python great again
• networkx/networkx - Official NetworkX source code repository.
• mirumee/saleor - A modular, high performance, headless e-commerce storefront built with Python, GraphQL, Django, and ReactJS.
• docopt/docopt - Pythonic command line arguments parser, that will make you smile
• pallets/jinja - A very fast and expressive template engine.
• sloria/TextBlob - Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
• EpistasisLab/tpot - A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
• shengqiangzhang/examples-of-web-crawlers - 一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. )
• rq/rq - Simple job queues for Python
• amueller/word_cloud - A little word cloud generator in Python
• sympy/sympy - A computer algebra system written in pure Python
• donnemartin/gitsome - A supercharged Git/GitHub command line interface (CLI). An official integration for GitHub and GitHub Enterprise: https://github.com/works-with/category/desktop-tools
• keras-team/autokeras - An AutoML system based on Keras
• wangshub/Douyin-Bot - 😍 Python 抖音机器人，论如何在抖音上找到漂亮小姐姐？
• Yorko/mlcourse.ai - Open Machine Learning Course
• bottlepy/bottle - bottle.py is a fast and simple micro-framework for python web-applications.
• MagicStack/uvloop - Ultra fast asyncio event loop.
• seatgeek/fuzzywuzzy - Fuzzy String Matching in Python
• rbgirshick/py-faster-rcnn - Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
• benoitc/gunicorn - gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.
• tweepy/tweepy - Twitter for Python!
• aws/chalice - Python Serverless Microframework for AWS
• hardikvasa/google-images-download - Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!
• pyinstaller/pyinstaller - Freeze (package) Python programs into stand-alone executables
• dask/dask - Parallel computing with task scheduling
• boto/boto - For the latest version of boto, see https://github.com/boto/boto3 -- Python interface to Amazon Web Services
• s0md3v/Photon - Incredibly fast crawler designed for OSINT.
• mopidy/mopidy - Mopidy is an extensible music server written in Python
• miguelgrinberg/flasky - Companion code to my O'Reilly book "Flask Web Development", second edition.
• Gallopsled/pwntools - CTF framework and exploit development library
• Zulko/moviepy - Video editing with Python
• machinelearningmindset/machine-learning-course - 💬 Machine Learning Course with Python:
• plotly/plotly.py - An open-source, interactive graphing library for Python (includes Plotly Express) ✨
• cyrus-and/gdb-dashboard - Modular visual interface for GDB in Python
• 30-seconds/30-seconds-of-python - Short Python code snippets for all your development needs
• kennethreitz-archive/records - SQL for Humans™
• pirate/ArchiveBox - 🗃 The open source self-hosted web archive. Takes browser history/bookmarks/Pocket/Pinboard/etc., saves HTML, JS, PDFs, media, and more...
• pypa/pip - The Python package installer
• hugapi/hug - Embrace the APIs of the future. Hug aims to make developing APIs as simple as possible, but no simpler.
• prompt-toolkit/python-prompt-toolkit - Library for building powerful interactive command line applications in Python
• paramiko/paramiko - The leading native Python SSHv2 protocol library.
• bbfamily/abu - 阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构
• luyishisi/Anti-Anti-Spider - 越来越多的网站具有反爬虫特性，有的用图片隐藏关键数据，有的使用反人类的验证码，建立反反爬虫的代码仓库，通过与不同特性的网站做斗争（无恶意）提高技术。（欢迎提交难以采集的网站）（因工作原因，项目暂停）
• pyro-ppl/pyro - Deep universal probabilistic programming with Python and PyTorch
• pyeve/eve - REST API framework designed for human beings
• giampaolo/psutil - Cross-platform lib for process and system monitoring in Python
• crsmithdev/arrow - Better dates & times for Python
• tensorlayer/tensorlayer - Deep Learning and Reinforcement Learning Library for Scientists 🔥
• microsoft/botframework-sdk - Bot Framework provides the most comprehensive experience for building conversation applications.
• ajenti/ajenti - Ajenti Core and stock plugins
• microsoft/c9-python-getting-started - Sample code for Channel 9 Python for Beginners course
• kivy/python-for-android - Turn your Python application into an Android APK
• PyMySQL/PyMySQL - Pure Python MySQL Client
• Delgan/loguru - Python logging made (stupidly) simple
• crazyguitar/pysheeet - Python Cheat Sheet
• readthedocs/readthedocs.org - The source code that powers readthedocs.org
• MobSF/Mobile-Security-Framework-MobSF - Mobile Security Framework (MobSF) is an automated, all-in-one mobile application (Android/iOS/Windows) pen-testing, malware analysis and security assessment framework capable of performing static and dynamic analysis.
• pytest-dev/pytest - The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
• matrix-org/synapse - Synapse: Matrix reference homeserver
• microsoft/nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
• vibora-io/vibora - Fast, asynchronous and elegant Python web framework.
• graphql-python/graphene - GraphQL framework for Python
• jupyterhub/jupyterhub - Multi-user server for Jupyter notebooks
• instabot-py/instabot.py - Instagram bot. It works without instagram api, need only login and password. Write on python.
• samuelclay/NewsBlur - NewsBlur is a personal news reader that brings people together to talk about the world. A new sound of an old instrument.
• gelstudios/gitfiti - abusing github commit history for the lulz
• xiyouMc/WebHubBot - Python + Scrapy + MongoDB . 5 million data per day !!!💥 The world's largest website.
• encode/apistar - The Web API toolkit. 🛠
• a1studmuffin/SpaceshipGenerator - A Blender script to procedurally generate 3D spaceships
• n1nj4sec/pupy - Pupy is an opensource, cross-platform (Windows, Linux, OSX, Android) remote administration and post-exploitation tool mainly written in python
• webpy/webpy - web.py is a web framework for python that is as simple as it is powerful.
• shadowsocksr-backup/shadowsocksr - Python port of ShadowsocksR
• chainer/chainer - A flexible framework of neural networks for deep learning
• boto/boto3 - AWS SDK for Python
• spyder-ide/spyder - Official repository for Spyder - The Scientific Python Development Environment
• qutebrowser/qutebrowser - A keyboard-driven, vim-like browser based on PyQt5.
• pallets/werkzeug - The comprehensive WSGI web application library.
• amoffat/sh - Python process launching
• eastlakeside/interpy-zh - 📘《Python进阶》（Intermediate Python 中文版）
• Manisso/fsociety - fsociety Hacking Tools Pack – A Penetration Testing Framework
• houtianze/bypy - Python client for Baidu Yun (Personal Cloud Storage) 百度云/百度网盘Python客户端
• b-ryan/powerline-shell - A beautiful and useful prompt for your shell
• mahmoud/boltons - 🔩 Like builtins, but boltons. 240+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
• karpathy/neuraltalk - NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.
• numba/numba - NumPy aware dynamic Python compiler using LLVM
• snare/voltron - A hacky debugger UI for hackers
• gevent/gevent - Coroutine-based concurrency library for Python
• bregman-arie/devops-exercises - Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization
• secdev/scapy - Scapy: the Python-based interactive packet manipulation program & library. Supports Python 2 & Python 3.
• liuwons/wxBot - Python网页微信API
• cython/cython - The most widely used Python to C compiler
• Shougo/deoplete.nvim - 🌠 Dark powered asynchronous completion framework for neovim/Vim8
• altair-viz/altair - Declarative statistical visualization library for Python
• rougier/numpy-100 - 100 numpy exercises (with solutions)
• donnemartin/dev-setup - macOS development environment setup: Easy-to-understand instructions with automated setup scripts for developer tools like Vim, Sublime Text, Bash, iTerm, Python data analysis, Spark, Hadoop MapReduce, AWS, Heroku, JavaScript web development, Android development, common data stores, and dev-based OS X defaults.
• injetlee/Python - Python脚本。模拟登录知乎， 爬虫，操作excel，微信公众号，远程开机
• pymc-devs/pymc3 - Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano
• statsmodels/statsmodels - Statsmodels: statistical modeling and econometrics in Python
• 0x5e/wechat-deleted-friends - 查看被删的微信好友
• worldveil/dejavu - Audio fingerprinting and recognition in Python
• awslabs/aws-sam-cli - CLI tool to build, test, debug, and deploy Serverless applications using AWS SAM
• fail2ban/fail2ban - Daemon to ban hosts that cause multiple authentication errors
• jopohl/urh - Universal Radio Hacker: investigate wireless protocols like a boss 📡😎
• iterative/dvc - 🦉Data Version Control | Git for Data & Models
• albumentations-team/albumentations - fast image augmentation library and easy to use wrapper around other libraries
• FeatureLabs/featuretools - An open source python library for automated feature engineering
• jofpin/trape - People tracker on the Internet: OSINT analysis and research tool by Jose Pino
• lining0806/PythonSpiderNotes - Python入门网络爬虫之精华版
• lancopku/pkuseg-python - pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation
• docker/docker-py - A Python library for the Docker Engine API
• OlafenwaMoses/ImageAI - A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
• isnowfy/snownlp - Python library for processing Chinese text
• Uberi/speech_recognition - Speech recognition module for Python, supporting several engines and APIs, online and offline.
• burnash/gspread - Google Sheets Python API
• python-visualization/folium - Python Data. Leaflet.js Maps.
• modin-project/modin - Modin: Speed up your Pandas workflows by changing a single line of code
• marshmallow-code/marshmallow - A lightweight library for converting complex objects to and from simple Python datatypes.
• PyTorchLightning/pytorch-lightning - The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate
• joeyespo/grip - Preview GitHub Markdown files like Readme locally before committing them.
• dropbox/pyston - An open-source Python implementation using JIT techniques.
• astorfi/TensorFlow-World - 🌎 Simple and ready-to-use tutorials for TensorFlow
• streamlink/streamlink - CLI for extracting streams from various websites to a video player of your choosing
• michael-lazar/rtv - Browse Reddit from your terminal
• hyperopt/hyperopt - Distributed Asynchronous Hyperparameter Optimization in Python
• lazyprogrammer/machine_learning_examples - A collection of machine learning examples and tutorials.
• robotframework/robotframework - Generic automation framework for acceptance testing and RPA
• michaelliao/learn-python3 - Learn Python 3 Sample Code
• donnemartin/saws - A supercharged AWS command line interface (CLI).
• chyroc/WechatSogou - 基于搜狗微信搜索的微信公众号爬虫接口
• navdeep-G/setup.py - 📦 A Human's Ultimate Guide to setup.py.
• robinhood/faust - Python Stream Processing
• dmlc/dgl - Python package built to ease deep learning on graph, on top of existing DL frameworks.
• Rapptz/discord.py - An API wrapper for Discord written in Python.
• SecureAuthCorp/impacket - Impacket is a collection of Python classes for working with network protocols.
• lbryio/lbry-sdk - The LBRY SDK for building decentralized, censorship resistant, monetized, digital content apps.
• wkentaro/labelme - Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
• buildbot/buildbot - Python-based continuous integration testing framework; your pull requests are more than welcome!
• davidhalter/jedi - Awesome autocompletion, static analysis and refactoring library for python
• scikit-learn-contrib/imbalanced-learn - A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
• MrS0m30n3/youtube-dl-gui - A cross platform front-end GUI of the popular youtube-dl written in wxPython.
• smicallef/spiderfoot - SpiderFoot automates OSINT collection so that you can focus on analysis.
• tschellenbach/Stream-Framework - 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:
• encode/httpx - A next generation HTTP client for Python. 🦋
• HypothesisWorks/hypothesis - Hypothesis is a powerful, flexible, and easy to use library for property-based testing.
• jrnl-org/jrnl - Collect your thoughts and notes without leaving the command line.
• euske/pdfminer - Python PDF Parser (Not actively maintained). Check out pdfminer.six.
• mher/flower - Real-time monitor and web admin for Celery distributed task queue
• MycroftAI/mycroft-core - Mycroft Core, the Mycroft Artificial Intelligence platform.
• fogleman/Minecraft - Simple Minecraft-inspired program using Python and Pyglet
• jazzband/pip-tools - A set of tools to keep your pinned Python dependencies fresh.
• d2l-ai/d2l-en - Dive into Deep Learning: an interactive deep learning book on Jupyter notebooks, using the NumPy interface.
• nuno-faria/tiler - 👷 Build images with images
• pre-commit/pre-commit - A framework for managing and maintaining multi-language pre-commit hooks.
• gregmalcolm/python_koans - Python Koans - Learn Python through TDD
• NullArray/AutoSploit - Automated Mass Exploiter
• MagicStack/asyncpg - A fast PostgreSQL Database Client Library for Python/asyncio.
• cloudtools/troposphere - troposphere - Python library to create AWS CloudFormation descriptions
• reorx/httpstat - curl statistics made simple
• persepolisdm/persepolis - Persepolis Download Manager is a GUI for aria2.
• seemoo-lab/opendrop - An open Apple AirDrop implementation written in Python
• gorakhargosh/watchdog - Python library and shell utilities to monitor filesystem events.
• PyCQA/pycodestyle - Simple Python style checker in one Python file
• cupy/cupy - NumPy-like API accelerated with CUDA
• longld/peda - PEDA - Python Exploit Development Assistance for GDB
• GoogleCloudPlatform/python-docs-samples - Code samples used on cloud.google.com
• Netflix/security_monkey - Security Monkey monitors AWS, GCP, OpenStack, and GitHub orgs for assets and their changes over time.
• fmfn/BayesianOptimization - A Python implementation of global optimization with gaussian processes.
• OmkarPathak/pygorithm - A Python module for learning all major algorithms
• NicolasHug/Surprise - A Python scikit for building and analyzing recommender systems
• platformio/platformio-core - PlatformIO is a new generation ecosystem for embedded development 👽 A place where Developers and Teams have true Freedom! No more hardware or software lock-ins!
• ujjwalkarn/DataSciencePython - common data analysis and machine learning tasks using python
• martinblech/xmltodict - Python module that makes working with XML feel like you are working with JSON
• streamlit/streamlit - Streamlit — The fastest way to build custom ML tools
• NervanaSystems/neon - Intel® Nervana™ reference deep learning framework committed to best performance on all hardware
• home-assistant/home-assistant - 🏡 Open source home automation that puts local control and privacy first
• odoo/odoo - Odoo. Open Source Apps To Grow Your Business.
• kennethreitz/records - SQL for Humans™
• pandas-profiling/pandas-profiling - Create HTML profiling reports from pandas DataFrame objects
• twisted/twisted - Event-driven networking engine written in Python.
• Lasagne/Lasagne - Lightweight library to build and train neural networks in Theano
• pudo/dataset - Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.
• neozhaoliang/pywonderland - A tour in the wonderland of math with python.
• micahflee/onionshare - Securely and anonymously send and receive files, and publish onion sites
• sdispater/pendulum - Python datetimes made easy
• ajalt/fuckitpy - The Python error steamroller.
• PokemonGoF/PokemonGo-Bot - The Pokemon Go Bot, baking with community.
• StackStorm/st2 - StackStorm (aka "IFTTT for Ops") is event-driven automation for auto-remediation, security responses, troubleshooting, deployments, and more. Includes rules engine, workflow, 160 integration packs with 6000+ actions (see https://exchange.stackstorm.org) and ChatOps. Installer at https://docs.stackstorm.com/install/index.html. Questions? https://forum.stackstorm.com/.
• jazzband/tablib - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.
• fluentpython/example-code - Example code for the book Fluent Python
• emre/storm - Manage your SSH like a boss.
• ricequant/rqalpha - A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities
• Qix-/better-exceptions - Pretty and useful exceptions in Python, automatically.
• dpkp/kafka-python - Python client for Apache Kafka
• nvdv/vprof - Visual profiler for Python
• xonsh/xonsh - Python-powered, cross-platform, Unix-gazing shell
• snorkel-team/snorkel - A system for quickly generating training data with weak supervision
• yhat/ggpy - ggplot port for python
• pandolia/qqbot - QQBot: A conversation robot base on Tencent's SmartQQ
• prompt-toolkit/ptpython - A better Python REPL
• miguelgrinberg/Flask-SocketIO - Socket.IO integration for Flask applications.
• 1adrianb/face-alignment - 🔥 2D and 3D Face alignment library build using pytorch
• scikit-image/scikit-image - Image processing in Python
• minimaxir/textgenrnn - Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.
• taoufik07/responder - A familiar HTTP Service Framework for Python.
• offu/WeRoBot - WeRoBot 是一个微信公众号开发框架
• bigchaindb/bigchaindb - Meet BigchainDB. The blockchain database.
• asweigart/pyautogui - A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.
• stamparm/maltrail - Malicious traffic detection system
• yahoo/TensorFlowOnSpark - TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.
• MechanicalSoup/MechanicalSoup - A Python library for automating interaction with websites.
• iodide-project/pyodide - The Python scientific stack, compiled to WebAssembly
• volatilityfoundation/volatility - An advanced memory forensics framework
• DEAP/deap - Distributed Evolutionary Algorithms in Python
• maurosoria/dirsearch - Web path scanner
• pypa/virtualenv - Virtual Python Environment builder
• laramies/theHarvester - E-mails, subdomains and names Harvester - OSINT
• eudicots/Cactus - Static site generator for designers. Uses Python and Django templates.
• cchen156/Learning-to-See-in-the-Dark - Learning to See in the Dark. CVPR 2018
• hylang/hy - A dialect of Lisp that's embedded in Python
• Pylons/pyramid - Pyramid - A Python web framework
• Kozea/WeasyPrint - WeasyPrint converts web documents (HTML with CSS, SVG, …) to PDF.
• encode/starlette - The little ASGI framework that shines. 🌟
• rkern/line_profiler - Line-by-line profiling for Python
• nameko/nameko - Python framework for building microservices
• msiemens/tinydb - TinyDB is a lightweight document oriented database optimized for your happiness :)
• LonamiWebs/Telethon - Pure Python 3 MTProto API Telegram client library, for bots too!
• librosa/librosa - Python library for audio and music analysis
• ReactiveX/RxPY - Reactive Extensions for Python, https://rxpy.rtfd.io
• trekhleb/learn-python - 📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.
• gaubert/gmvault - gmail backup software
• aidlearning/AidLearning-FrameWork - 🔥🔥AidLearning build Linux environment running on the Android devices with GUI, Deep-Learning and Python Visual Programming support. Now support pyToApk! One-click install.🚀
• googleapis/google-api-python-client - 🐍 The official Python client library for Google's discovery based APIs.
• mementum/backtrader - Python Backtesting library for trading strategies
• samuelhwilliams/Eel - A little Python library for making simple Electron-like HTML/JS GUI apps
• hhatto/autopep8 - A tool that automatically formats Python code to conform to the PEP 8 style guide.
• mrjbq7/ta-lib - Python wrapper for TA-Lib (http://ta-lib.org/).
• Tautulli/Tautulli - A Python based monitoring and tracking tool for Plex Media Server.
• byt3bl33d3r/CrackMapExec - A swiss army knife for pentesting networks
• twintproject/twint - An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations.
• rarcega/instagram-scraper - Scrapes an instagram user's photos and videos
• snipsco/snips-nlu - Snips Python library to extract meaning from text
• PyGithub/PyGithub - Typed interactions with the GitHub API v3
• simonw/datasette - A tool for exploring and publishing data
• PySimpleGUI/PySimpleGUI - Launched in 2018 Actively developed and supported. Supports tkinter, Qt, WxPython, Remi (in browser). Create custom layout GUI's simply. Python 2.7 & 3 Support. 200+ Demo programs & Cookbook for rapid start. Extensive documentation. Examples using Machine Learning(GUI, OpenCV Integration, Chatterbot), Floating Desktop Widgets, Matplotlib + Pyplot integration, add GUI to command line scripts, PDF & Image Viewer. For both beginning and advanced programmers .
• mwouts/jupytext - Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts
• Tribler/tribler - Privacy enhanced BitTorrent client with P2P content discovery
• pyca/cryptography - cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.
• aziz/PlainTasks - An opinionated todo-list plugin for Sublime Text editor (version 2 and 3)
• timofurrer/maya - Datetimes for Humans™
• shobrook/rebound - Command-line tool that instantly fetches Stack Overflow results when an exception is thrown
• jpadilla/pyjwt - JSON Web Token implementation in Python
• sphinx-doc/sphinx - Main repository for the Sphinx documentation builder
• kkroening/ffmpeg-python - Python bindings for FFmpeg - with complex filtering support
• orakaro/rainbowstream - A smart and nice Twitter client on terminal written in Python.
• django-wiki/django-wiki - A wiki system with complex functionality for simple integration and a superb interface. Store your knowledge with style: Use django models.
• PyCQA/prospector - Inspects Python source files and provides information about type and location of classes, methods etc
• facebookresearch/SentEval - A python tool for evaluating the quality of sentence embeddings.
• CriseLYJ/awesome-python-login-model - 😮python模拟登陆一些大型网站，还有一些简单的爬虫，希望对你们有所帮助❤️，如果喜欢记得给个star哦🌟
• mahmoud/awesome-python-applications - 💿 Free software that works great, and also happens to be open-source Python.
• Chyroc/WechatSogou - 基于搜狗微信搜索的微信公众号爬虫接口
• 30-seconds/30-seconds-of-python-code - A curated collection of useful Python snippets that you can understand in 30 seconds or less.
• CriseLYJ/Python-crawler-tutorial-starts-from-zero - python爬虫教程，带你从零到一，包含js逆向，selenium, tesseract OCR识别,mongodb的使用，以及scrapy框架
• NervanaSystems/nlp-architect - NLP Architect by Intel AI Lab: A Python library for exploring the state-of-the-art deep learning topologies and techniques for natural language processing and natural language understanding
• xxg1413/python - Python学习
• orsinium/textdistance - Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.
• xlwings/xlwings - xlwings is a BSD-licensed Python library that makes it easy to call Python from Excel and vice versa. It works with Microsoft Excel on Windows and Mac. Sign up for the newsletter or follow us on twitter via
• Thriftpy/thriftpy - Thriftpy has been deprecated, please migrate to https://github.com/Thriftpy/thriftpy2
• DataDog/dd-agent - Datadog Agent Version 5
• TokenMarketNet/smart-contracts - Ethereum smart contracts for security and utility tokens
• watson-developer-cloud/python-sdk - 🐍 Client library to use the IBM Watson services in Python and available in pip as watson-developer-cloud
• Zelgius/pytheory - Music Theory for Humans.
• programa-stic/barf-project - BARF : A multiplatform open source Binary Analysis and Reverse engineering Framework
• GrahamDumpleton/wrapt - A Python module for decorators, wrappers and monkey patching.
• kennethreitz/requests - Python HTTP Requests for Humans™ ✨🍰✨
• python/black - The uncompromising Python code formatter
• kennethreitz/requests-html - Pythonic HTML Parsing for Humans™
• kennethreitz/setup.py - 📦 A Human's Ultimate Guide to setup.py.
• kennethreitz/tablib - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.
• kriadmin/30-seconds-of-python-code - Python implementation of 30-seconds-of-code
• kennethreitz/samplemod - Sample module for Python-Guide.org.
• kennethreitz/envoy - Python Subprocesses for Humans™.
• kennethreitz/twitter-scraper - Scrape the Twitter Frontend API without authentication.
• kennethreitz/inbox.py - Python SMTP Server for Humans
• pyviz/holoviews - With Holoviews, your data visualizes itself.
• kennethreitz/pytheory - Music Theory for Humans.
• fritzy/SleekXMPP - Python 2.6+/3.1+ XMPP Library
• keredson/gnomecast - Chromecast local files from Linux - supports MKV, subtitles and 4K!
• pybuilder/pybuilder - Continuous build tool for Python.
• jieter/django-tables2 - django-tables2 - An app for creating HTML tables
• joealcorn/laboratory - Achieving confident refactoring through experimentation with Python 2.7 & 3.3+
• machinalis/quepy - A python framework to transform natural language questions to queries in a database query language.
• daleroberts/itermplot - An awesome iTerm2 backend for Matplotlib, so you can plot directly in your terminal.
• matthewearl/faceswap - Python script to put facial features from one face onto another
• audreyr/cookiecutter - A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.
• kitao/pyxel - A retro game engine for Python
• rtfd/readthedocs.org - The source code that powers readthedocs.org
• microsoft/pyright - Static type checker for Python
• lbryio/lbry - A decentralized marketplace for digital content
• maebert/jrnl - A simple command line journal application that stores your journal in a plain text file.
• kennethreitz/responder - A familiar HTTP Service Framework for Python.
• kennethreitz/maya - Datetimes for Humans™
• TwoWater/Python - Python 入门教程：【草根学 Python （基于Python3.6）】
• GetBlimp/django-rest-framework-jwt - JSON Web Token Authentication support for Django REST Framework
• cosven/FeelUOwn - trying to be a user-friendly and hackable music player
• traverseda/pycraft - A fork of "Minecraft in 500 lines of python" intended to someday be used as a real engine, instead of as a learning example.
• stanfordjournalism/search-script-scrape - 101 real world web scraping exercises in Python 3 for data journalists
• jamesturk/jellyfish - 🎐 a python library for doing approximate and phonetic matching of strings.
• DenisCarriere/geocoder - 🌏 Python Geocoder
• fengsp/plan - Crontab jobs management in Python
• sloria/cookiecutter-flask - A flask template with Bootstrap 4, asset bundling+minification with webpack, starter templates, and registration/authentication. For use with cookiecutter.
• sdispater/orator - The Orator ORM provides a simple yet beautiful ActiveRecord implementation.
• theupdateframework/tuf - A framework for securing software update systems
• seemethere/nba_py - Python client for NBA statistics located at stats.nba.com
• python-gitlab/python-gitlab - Python wrapper for the GitLab API
• google-research/batch-ppo - Efficient Batched Reinforcement Learning in TensorFlow
• NifTK/NiftyNet - An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
• fossasia/pslab-python - Python Library for PSLab Desktop: http://pslab.io
• vyapp/vy - A vim-like in python made from scratch.
• nicodjimenez/lstm - Minimal, clean example of lstm neural network training in python, for learning purposes.
• mps-youtube/pafy - Python library to download YouTube content and retrieve metadata
• holgerd77/django-dynamic-scraper - Creating Scrapy scrapers via the Django admin interface
• dfunckt/django-rules - Awesome Django authorization, without the database
• Knio/dominate - Dominate is a Python library for creating and manipulating HTML documents using an elegant DOM API. It allows you to write HTML pages in pure Python very concisely, which eliminate the need to learn another template language, and to take advantage of the more powerful features of Python.
• securestate/king-phisher - Phishing Campaign Toolkit
• EasyIME/PIME - Develop input methods for Windows easily with Python and node.js
• howie6879/ruia - Async Python 3.6+ web scraping micro-framework based on asyncio.
• alejandroautalan/pygubu - A simple GUI designer for the python tkinter module
• ekzhu/datasketch - MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble
• bytefish/facerec - Implements face recognition algorithms for MATLAB/GNU Octave and Python.
• mherrmann/fbs-tutorial - Tutorial for creating Python/Qt GUIs with fbs
• jfkirk/tensorrec - A TensorFlow recommendation algorithm and framework in Python.
• Bogdanp/molten - A minimal, extensible, fast and productive framework for building HTTP APIs with Python 3.6 and later.
• webrecorder/webrecorder - Web Archiving For All!
• kurtmckee/feedparser - Parse feeds in Python
• mne-tools/mne-python - MNE : Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
• sweetsoftware/Ares - Python botnet and backdoor
• openid/python-openid - OpenID library for Python
• dhellmann/smiley - Python Application Tracer
• closeio/tasktiger - Python task queue. Because celery is gross.
• itdxer/neupy - NeuPy is a Python library for Artificial Neural Networks and Deep Learning.
• henriquebastos/python-decouple - Strict separation of config from code.
• ldx/python-iptables - Python bindings for iptables
• googleglass/mirror-quickstart-python - Google Mirror API's Quickstart for Python
• rubenvereecken/pokemongo-api - Pokemon Go API for Python
• alecthomas/pawk - PAWK - A Python line processor (like AWK)
• r1chardj0n3s/parse - Parse strings using a specification based on the Python format() syntax.
• openstack/python-novaclient - Client library for OpenStack Compute API
• sendgrid/sendgrid-python - SendGrid Python Library
• mattmakai/underwear - Dead simple LAMP-stack deployments for Python-powered web applications.
• pydata/patsy - Describing statistical models in Python using symbolic formulas
• prodicus/vocabulary - Python Module to get Meanings, Synonyms and what not for a given word
• paver/paver - Python-based project scripting.
• justdark/dml - D's Machine Learning is a machine learning toolkit for python,focus on rightness but efficiency
• EnigmaCurry/blogofile - A static website compiler and blog engine written in Python.
• takluyver/pynsist - Build Windows installers for Python applications
• pyupio/safety-db - A curated database of insecure Python packages
• Dinnerbone/mcstatus - A Python class for checking the status of an enabled Minecraft server
• stefanfoulis/django-phonenumber-field - A django model and form field for normalised phone numbers using python-phonenumbers
• scanny/python-pptx - Create Open XML PowerPoint documents in Python
• randomchars/pushbullet.py - A python client for http://pushbullet.com
• python-rope/rope - a python refactoring library
• fgrimme/Matroschka - Python steganography tool to hide images or text in images
• ducksboard/libsaas - Python library to take the pain out of using SaaS APIs. It's like an ORM for SaaS!
• timofurrer/try - 📦 Awesome cli tool to try python packages - It's never been easier!
• pagekite/PyPagekite - Python implementation of the PageKite remote front-end protocols.
• chapmanb/bcbb - Incubator for useful bioinformatics code, primarily in Python and R
• william-os4y/fapws3 - Fast Asynchronous Python Web Server (based on libev)
• appnexus/pyrobuf - A Cython alternative to Google's Python Protobuf library
• karan/HackerNewsAPI - 📰 Unofficial Python API for Hacker News. RESTful API at https://github.com/karan/HNify
• haypo/pysandbox - WARNING: pysandbox is BROKEN BY DESIGN, please move to a new sandboxing solution (run python in a sandbox, not the opposite!)
• ProgVal/Limnoria - A modified version of Supybot (an IRC bot) with Python 3 and IRCv3 support including SASL, translations (fr/fi/it/hu/de), GPG authentication, and many other enhancements and bug fixes
• los-cocos/cocos - graphic library for games and multimedia, for python language on PC-like hardware
• Imgur/imgurpython - The official Imgur python client library
• diyan/pywinrm - Python library for Windows Remote Management (WinRM)
• zeruniverse/QQRobot - QQBot, QQ机器人(群聊小黄鸡) LINUX挂机版, SmartQQ协议。Python版本及windows 32位EXE
• rspivak/slimit - SlimIt - a JavaScript minifier/parser in Python
• sivy/pystatsd - Python implementation of the Statsd client/server
• progrium/ginkgo - Python service microframework
• lionheart/bottlenose - A stable, up-to-date Python wrapper for the Amazon Product Advertising API.
• cudamat/cudamat - Python module for performing basic dense linear algebra computations on the GPU using CUDA.
• cobrateam/django-htmlmin - HTML minifier for Python frameworks (not only Django, despite the name).
• ganglia/gmond_python_modules - Repository of user-contributed Gmond Python DSO metric modules
• EiNSTeiN-/decompiler - A decompiler with multiple backend support, written in Python. Works with IDA and Capstone.
• jlafon/PynamoDB - A pythonic interface to Amazon's DynamoDB
• un33k/python-slugify - Returns unicode slugs
• pycurl/pycurl - PycURL - Python interface to libcurl
• jaberg/skdata - Data sets for machine learning in Python
• erocarrera/pefile - pefile is a Python module to read and work with PE (Portable Executable) files
• dropbox/PyHive - Python interface to Hive and Presto.
• djmelik/archey - Archey is a system information tool written in Python.
• nficano/python-lambda - A toolkit for developing and deploying serverless Python code in AWS Lambda
• jvns/teeceepee - mini-TCP stack in Python, for fun
• Grokzen/redis-py-cluster - Python cluster client for the official redis cluster. Redis 3.0+.
• cloudmatrix/esky - an auto-update framework for frozen python apps
• twisted/treq - Python requests like API built on top of Twisted's HTTP client.
• logpy/logpy - Logic Programming in Python
• dimka665/awesome-slugify - Python flexible slugify function
• OpenRCE/paimei - A reverse engineering framework written in Python.
• astraw/stdeb - produce Debian packages from Python packages
• cocagne/paxos - Plain Paxos Implementations in Python & Java
• agermanidis/SnapchatBot - [deprecated] Python library for building bots that live on Snapchat
• x1ddos/simpleauth - Simple authentication for Python on Google App Engine supporting OAuth 2.0, OAuth 1.0(a) and OpenID
• amol-mandhane/htmlPy - htmlPy is a wrapper around PySide's QtWebKit library. It helps with creating beautiful GUIs using HTML5, CSS3 and Javascript for standalone Python applications.
• achillean/shodan-python - The official Python library for Shodan
• pyelasticsearch/pyelasticsearch - python elasticsearch client
• terrible-ideas/butterdb - butterdb is a Python object mapper for Google Drive Spreadsheets. Still in development, but usable.
• phracker/HopperScripts - Python Scripts for use with Hopper Disassembler
• jonathanslenders/asyncio-redis - Redis client for Python asyncio (PEP 3156)
• geduldig/TwitterAPI - Minimal python wrapper for Twitter's REST and Streaming APIs
• basho/riak-python-client - The Riak client for Python.
• pixelogik/NearPy - Python framework for fast (approximated) nearest neighbour search in large, high-dimensional data sets using different locality-sensitive hashes.
• drkjam/netaddr - A network address manipulation library for Python
• coleifer/walrus - Lightweight Python utilities for working with Redis
• Blizzard/s2protocol - Python library to decode StarCraft II replay protocols
• josauder/procedural_city_generation - Procedural City Generation program implemented in Python and Visualized with Blender.
• GraylinKim/sc2reader - A python library that extracts data from various Starcraft II resources to power tools and services for the SC2 community. Who doesn't want to hack on the games they play?
• numba/llvmlite - A lightweight LLVM python binding for writing JIT compilers
• NathanEpstein/Dora - Tools for exploratory data analysis in Python
• fengsp/color-thief-py - Grabs the dominant color or a representative color palette from an image. Uses Python and Pillow.
• dateutil/dateutil - Useful extensions to the standard Python datetime features
• pyopencl/pyopencl - OpenCL integration for Python, plus shiny features
• lmjohns3/theanets - Neural network toolkit for Python
• deepgram/sidomo - Simple Docker Python Module
• buckyroberts/Spider - Python website crawler.
• pascalw/Airplayer - Python script to make media playing software Apple Airplay compatbible. Currently supports XBMC, Plex and Boxee.
• Kotti/Kotti - 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.
• trevorstephens/gplearn - Genetic Programming in Python, with a scikit-learn inspired API
• posativ/acrylamid - (unmaintained) static blog generator in python with incremental rendering
• bayespy/bayespy - Bayesian Python: Bayesian inference tools for Python
• ntasfi/PyGame-Learning-Environment - PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.
• ideoforms/python-twitter-examples - Examples of using Python for Twitter social data mining, using the python-twitter-tools framework.
• borntyping/python-colorlog - A colored formatter for the python logging module
• maxmind/GeoIP2-python - Python code for GeoIP2 webservice client and database reader
• locationlabs/mockredis - mock for redis-py
• strawlab/python-pcl - Python bindings to the pointcloud library (pcl)
• slimkrazy/python-google-places - Simple wrapper around the new 'experimental' Google Places API
• rohe/pysaml2 - Python implementation of SAML2
• lmacken/pyrasite-gui - A graphical interface for monitoring and interacting with running Python processes
• hgrecco/pyvisa - A Python package with bindings to the "Virtual Instrument Software Architecture" VISA library, in order to control measurement devices and test equipment via GPIB, RS232, or USB.
• derek73/python-nameparser - A simple Python module for parsing human names into their individual components
• akloster/python-mindwave - Python scripts to interface with the Neurosky Mindwave EEG Headset
• Frozenball/pytest-sugar - a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail instantly)
• FelikZ/ctrlp-py-matcher - Fast vim CtrlP matcher based on python
• pmarti/python-messaging - Pure python SMS/MMS encoder/decoder
• lsbardel/python-stdnet - Object-data mapper and advanced query manager for non relational databases
• jim-easterbrook/pywws - Python software for USB Wireless WeatherStations
• jbardin/scp.py - scp module for paramiko
• ianozsvald/EuroPython2011_HighPerformanceComputing - Code for High Performance Computing tutorial for EuroPython 2011
• staale/py-xlsx - Tiny python code for parsing data from an Office Open XML Spreadsheet - xlsx
• neo1691/scorer.py - A simple python script to fetch cricket scores and send notifications.
• liluo/py-oauth2 - A Python wrapper for the OAuth 2.0 specification
• joepie91/python-whois - A python module for retrieving and parsing WHOIS data
• jncraton/PythonDropboxUploader - Uploads a file to Dropbox
• ilius/pyglossary - PyGlossary
• horstjens/ThePythonGameBook - code examples for ThePythonGameBook.com
• softlayer/softlayer-python - A set of Python libraries that assist in calling the SoftLayer API.
• shazow/unstdlib.py - Unstandard Python library of useful and highly-reusable functions.
• scraperwiki/scraperwiki-python - ScraperWiki Python library for scraping and saving data
• miguelgrinberg/flask-pycon2014 - Code for my PyCon 2014 tutorial "Flask By Example"
• lethain/Redis-Python-Datastructures - simple python datastructure wrappings for redis
• keenlabs/KeenClient-Python - Official Python client for the Keen IO API. Build analytics features directly into your Python apps.
• BonsaiDen/twitter-text-python - Twitter text processing library (auto linking and extraction of usernames, lists and hashtags). Based on the Java implementation by Matt Sanford
• pykalman/pykalman - Kalman Filter, Smoother, and EM Algorithm for Python
• luckydonald/pytg - Python package that wraps around Telegram messenger CLI
• ivankorobkov/python-inject - Dependency injection the python way, the good way
• faucamp/python-gsmmodem - Python module to control a GSM modem attached to the system: send/receive SMS messages, handle calls, etc
• kra3/py-ga-mob - PYGA: Python Google Analytics - Data Collection API
• dtcooper/python-fitparse - Python library to parse ANT/Garmin .FIT files
• brandon-rhodes/pycon-pandas-tutorial - PyCon 2015 Pandas tutorial materials
• vorushin/sublimetext_python_checker - Integration of pep8 and pyflakes checkers for python files in SublimeText 2 editor (Linux/MacOSX only)
• topikachu/python-ev3 - a project to run lego ev3 in python
• lmfit/lmfit-py - Non-Linear Least Squares Minimization, with flexible Parameter settings, based on scipy.optimize.leastsq, and with many additional classes and methods for curve fitting
• ralsina/pyqt-by-example - A tutorial for PyQt focused on showing by doing
• pympler/pympler - Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.
• pycollada/pycollada - A python COLLADA library. Can be used to create, edit and load COLLADA documents.
• metalshark/lesscss-python - lessCSS Python Compiler
• kasun/python-tail - Unix tail follow implementation in python
• jfhbrook/pyee - A port of node.js's EventEmitter to python
• collective/buildout.python - Buildout all the Pythons
• braintree/braintree_python - braintree python client library
• wyplay/pytracemalloc - This project is no longer maintained here, instead, for Python < 3.4, please see 'https://github.com/haypo/pytracemalloc', maintained by Victor Stinner.
• svinota/pyroute2 - Python netlink library — Linux network / netns / wireless / ipset configuration
• poppy-project/pypot - Python library for controlling dynamixel motors. Documentation available here:
• perseas/Pyrseas - Provides a framework and utilities to upgrade and maintain a relational database.
• isislovecruft/python-gnupg - A modified version of python-gnupg, including security patches, extensive documentation, and extra features.
• geier/pycarddav - cli carddav client (for use with mutt etc.)
• dylanninin/blog - blog developed with web.py, posted with raw markdown files
• zonyl/pytomation - Pytomation is an extensible device communication and automation system written in Python. It's uses include home automation and lighting control but is certainly not limited to that. It is supported on any platform that support Python ( Windows, Mac OS-X, Linux, etc )
• urschrei/pyzotero - A Python wrapper for the Zotero API
• relekang/python-thumbnails - Thumbnails for Django, Flask and other Python projects.
• heynemann/pynq - Python implementation of Microsoft's .Net Language Integrated Query (LINQ)
• wikimedia/pywikibot-core - Github mirror of "pywikibot/core" - our actual code is hosted with Gerrit (please see https://www.mediawiki.org/wiki/Developer_access for contributing
• twinsant/pyweixin - Python Weixin Library
• pydanny/pydanny-event-notes - My notes for the various conferences I attend.
• ponty/pyscreenshot - python screenshot
• mysql/mysql-connector-python - MySQL Connector/Python is implementing the MySQL Client/Server protocol completely in Python. No MySQL libraries are needed, and no compilation is necessary to run this Python DB API v2.0 compliant driver. Documentation & Download: http://dev.mysql.com/doc/connector-python/en
• lord63/pyhipku - Encode any IP address as a haiku, funny and lovely. TRY IT NOW: http://pyhipku.lord63.com
• looly/python-basic - 老齐（qiwsir）的Python基础教程Gitbook版
• loisaidasam/pyslack - A Python wrapper for Slack's API
• lionheart/pinboard.py - A full-featured Python wrapper (and command-line utility) for the Pinboard API. Built by the makers of Pushpin for Pinboard.
• jaysonsantos/python-binary-memcached - A pure python module (thread safe) to access memcached via it's binary protocol with SASL auth support.
• couchbase/couchbase-python-client - Couchbase Python client library (official)
• victorlin/bugbuzz-python - Fall in love with debugging
• HallaZzang/pykakao - simple kakaotalk loco/http protocol wrapper for python
• williballenthin/python-registry - Read access to Windows Registry files.
• sysdream/pysqli - Python SQL injection framework
• seveas/python-hpilo - Accessing the HP iLO XML interface from python
• pepijndevos/PyMouse - Cross-platform Python mouse module
• liato/android-market-api-py - A Python port of the java Android Market API.
• kennknowles/python-jsonpath-rw - A robust and significantly extended implementation of JSONPath for Python, with a clear AST for metaprogramming.
• jparise/python-reloader - Dependency-based Python Module Reloader
• tito/pymt - A multitouch python framework
• shnode/PyTime - PyTime is a easy-use Python module which aims to operate date/time/datetime by string.
• shichao-an/leetcode-python - LeetCode problems in Python
• pydata/pyrallel - Experimental parallel data analysis toolkit.
• jgeralnik/Pytroj - A tool for infected .pyc files with arbitrary code that spreads out to infect all other .pyc files
• huzhifeng/py12306 - 12306.cn Python 订票程序
• ept/uploadr.py - Command-line Python script to upload photos to Flickr
• django-pylibmc/django-pylibmc - A cache backend for Django using pylibmc
• certifi/python-certifi - (Python Distribution) A carefully curated collection of Root Certificates for validating the trustworthiness of SSL certificates while verifying the identity of TLS hosts.
• acini/autowikibot-py - Reddit bot that replies to comments with excerpt from linked wikipedia article or section.
• pistolero/python-scss - Python bindings for libsass
• pims/retwis-py - Retwis clone in python
• miguelgrinberg/api-pycon2014 - Code for my PyCon talk "Writing RESTful Web Services with Flask"
• kennethreitz-archive/python-github3 - [In Progress] Python wrapper for the new GitHub API.