/awesome-python

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

awesome-python

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.
  • TheAlgorithms/Python - All Algorithms implemented in Python
  • jackfrued/Python-100-Days - Python - 100天从新手到大师
  • nvbn/thefuck - Magnificent app which corrects your previous console command.
  • huggingface/transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
  • django/django - The Web framework for perfectionists with deadlines.
  • pallets/flask - The Python micro framework for building web applications.
  • 521xueweihan/HelloGitHub - :octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.
  • keras-team/keras - Deep Learning for humans
  • home-assistant/core - 🏡 Open source home automation that puts local control and privacy first.
  • ansible/ansible - 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.
  • scikit-learn/scikit-learn - scikit-learn: machine learning in Python
  • tiangolo/fastapi - FastAPI framework, high performance, easy to learn, fast to code, ready for production
  • psf/requests - A simple, yet elegant, HTTP library.
  • python/cpython - The Python programming language
  • 3b1b/manim - Animation engine for explanatory math videos
  • ageitgey/face_recognition - The world's simplest facial recognition api for Python and the command line
  • scrapy/scrapy - Scrapy, a fast high-level web crawling & scraping framework for Python.
  • localstack/localstack - 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!
  • 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
  • Textualize/rich - Rich is a Python library for rich text and beautiful formatting in the terminal.
  • CorentinJ/Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time
  • sherlock-project/sherlock - 🔎 Hunt down social media accounts by username across social networks
  • d2l-ai/d2l-zh - 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60个国家的400所大学用于教学。
  • 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
  • faif/python-patterns - A collection of design patterns/idioms in Python
  • apachecn/ailearning - AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
  • yt-dlp/yt-dlp - A youtube-dl fork with additional features and fixes
  • getsentry/sentry - Sentry is cross-platform application monitoring, with a focus on error reporting.
  • satwikkansal/wtfpython - What the f*ck 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. DevOps Interview Questions
  • gto76/python-cheatsheet - Comprehensive Python Cheatsheet
  • psf/black - The uncompromising Python code formatter
  • mitmproxy/mitmproxy - An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
  • apache/airflow - Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
  • geekcomputers/Python - My Python Examples
  • donnemartin/interactive-coding-challenges - 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
  • explosion/spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
  • encode/django-rest-framework - Web APIs for Django. 🎸
  • httpie/httpie - 🥧 HTTPie for Terminal — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.
  • 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.
  • pypa/pipenv - Python Development Workflow for Humans.
  • google/python-fire - Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
  • tqdm/tqdm - A Fast, Extensible Progress Bar for Python and CLI
  • ray-project/ray - Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.
  • python-poetry/poetry - Python packaging and dependency management made easy
  • getredash/redash - Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.
  • keon/algorithms - Minimal examples of data structures and algorithms in Python
  • numpy/numpy - The fundamental package for scientific computing with Python.
  • StevenBlack/hosts - 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories.
  • nicolargo/glances - Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.
  • streamlit/streamlit - Streamlit — The fastest way to build data apps in Python
  • tornadoweb/tornado - Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
  • deezer/spleeter - Deezer source separation library including pretrained models.
  • google/jax - Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
  • Lightning-AI/lightning - Build and train PyTorch models and connect them to the ML lifecycle using Lightning App templates, without handling DIY infrastructure, cost management, scaling, and other headaches.
  • celery/celery - Distributed Task Queue (development branch)
  • locustio/locust - Scalable user load testing tool written in Python
  • freqtrade/freqtrade - Free, open source crypto trading bot
  • facebookresearch/fairseq - Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
  • kivy/kivy - Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS
  • mkdocs/mkdocs - Project documentation with Markdown.
  • InstaPy/InstaPy - 📷 Instagram Bot - Tool for automated Instagram interactions
  • 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🌟
  • ArchiveBox/ArchiveBox - 🗃 Open source self-hosted web archiving. Takes URLs/browser history/bookmarks/Pocket/Pinboard/etc., saves HTML, JS, PDFs, media, and more...
  • wting/autojump - A cd command that learns - easily navigate directories from the command line
  • python/mypy - Optional static typing for Python
  • 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.
  • wangshub/wechat_jump_game - 微信《跳一跳》Python 辅助
  • fabric/fabric - Simple, Pythonic remote execution and deployment.
  • RaRe-Technologies/gensim - Topic Modelling for Humans
  • 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.
  • kovidgoyal/calibre - The official source code repository for the calibre ebook manager
  • trekhleb/learn-python - 📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.
  • wagtail/wagtail - A Django content management system focused on flexibility and user experience
  • Delgan/loguru - Python logging made (stupidly) simple
  • pallets/click - Python composable command line interface toolkit
  • aio-libs/aiohttp - Asynchronous HTTP client/server framework for asyncio and Python
  • pyecharts/pyecharts - 🎨 Python Echarts Plotting Library
  • 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:
  • psf/requests-html - Pythonic HTML Parsing for Humans™
  • gunthercox/ChatterBot - ChatterBot is a machine learning, conversational dialog engine for creating chat bots
  • sivel/speedtest-cli - Command line interface for testing internet bandwidth using speedtest.net
  • RunaCapital/awesome-oss-alternatives - Awesome list of open-source startup alternatives to well-known SaaS products 🚀
  • plotly/plotly.py - The interactive graphing library for Python (includes Plotly Express) ✨
  • codelucas/newspaper - News, full-text, and article metadata extraction in Python 3. Advanced docs:
  • microsoft/nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
  • frappe/erpnext - Free and Open Source Enterprise Resource Planning (ERP)
  • searx/searx - Privacy-respecting metasearch engine
  • Miserlou/Zappa - Serverless Python
  • ShangtongZhang/reinforcement-learning-an-introduction - Python Implementation of Reinforcement Learning: An Introduction
  • waditu/tushare - TuShare is a utility for crawling historical data of China stocks
  • networkx/networkx - Network Analysis in Python
  • Python-World/python-mini-projects - A collection of simple python mini projects to enhance your python skills
  • Rapptz/discord.py - An API wrapper for Discord written in Python.
  • ManimCommunity/manim - A community-maintained Python framework for creating mathematical animations.
  • meolu/walle-web - walle - 瓦力 Devops开源项目代码部署平台
  • 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、微信读书、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. )
  • ansible/awx - AWX Project
  • SFTtech/openage - Free (as in freedom) open source clone of the Age of Empires II engine 🚀
  • pydantic/pydantic - Data parsing and validation using Python type hints
  • netbox-community/netbox - The premiere source of truth powering network automation. Open source under Apache 2. Public demo: https://demo.netbox.dev
  • allenai/allennlp - An open-source NLP research library, built on PyTorch.
  • beetbox/beets - music library manager and MusicBrainz tagger
  • wifiphisher/wifiphisher - The Rogue Access Point Framework
  • nltk/nltk - NLTK Source
  • scipy/scipy - SciPy library main repository
  • MorvanZhou/tutorials - 机器学习相关教程
  • PrefectHQ/prefect - The easiest way to coordinate your dataflow
  • chiphuyen/stanford-tensorflow-tutorials - This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
  • gradio-app/gradio - Create UIs for your machine learning model in Python in 3 minutes
  • tiangolo/full-stack-fastapi-postgresql - Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more.
  • matrix-org/synapse - Synapse: Matrix homeserver written in Python 3/Twisted.
  • SecureAuthCorp/impacket - Impacket is a collection of Python classes for working with network protocols.
  • dbader/schedule - Python job scheduling for humans.
  • mwaskom/seaborn - Statistical data visualization in Python
  • cookiecutter/cookiecutter-django - Cookiecutter Django is a framework for jumpstarting production-ready Django projects quickly.
  • ydataai/pandas-profiling - Create HTML profiling reports from pandas DataFrame objects
  • microsoft/qlib - Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.
  • sympy/sympy - A computer algebra system written in pure Python
  • pyinstaller/pyinstaller - Freeze (package) Python programs into stand-alone executables
  • Gallopsled/pwntools - CTF framework and exploit development library
  • coleifer/peewee - a small, expressive orm -- supports postgresql, mysql and sqlite
  • encode/httpx - A next generation HTTP client for Python. 🦋
  • darknessomi/musicbox - 网易云音乐命令行版本
  • mementum/backtrader - Python Backtesting library for trading strategies
  • bloomberg/memray - Memray is a memory profiler for Python
  • pytest-dev/pytest - The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
  • rougier/numpy-100 - 100 numpy exercises (with solutions)
  • wkentaro/labelme - Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
  • aws/chalice - Python Serverless Microframework for AWS
  • 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）
  • pyodide/pyodide - Pyodide is a Python distribution for the browser and Node.js based on WebAssembly
  • tweepy/tweepy - Twitter for Python!
  • amueller/word_cloud - A little word cloud generator in Python
  • s0md3v/Photon - Incredibly fast crawler designed for OSINT.
  • tiangolo/typer - Typer, build great CLIs. Easy to code. Based on Python type hints.
  • OpenEthan/SMSBoom - 短信轰炸/短信测压/ | 一个健壮免费的python短信轰炸程序，专门炸坏蛋蛋，百万接口，多线程全自动添加有效接口，支持异步协程百万并发，全免费的短信轰炸工具！！hongkonger开发全网首发！！
  • falconry/falcon - The no-magic web data plane API and microservices framework for Python developers, with a focus on reliability, correctness, and performance at scale.
  • cyrus-and/gdb-dashboard - Modular visual interface for GDB in Python
  • coursera-dl/coursera-dl - Script for downloading Coursera.org videos and naming them.
  • pallets/jinja - A very fast and expressive template engine.
  • EpistasisLab/tpot - A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
  • seatgeek/fuzzywuzzy - Fuzzy String Matching in Python
  • giampaolo/psutil - Cross-platform lib for process and system monitoring in Python
  • tiangolo/sqlmodel - SQL databases in Python, designed for simplicity, compatibility, and robustness.
  • borgbackup/borg - Deduplicating archiver with compression and authenticated encryption.
  • jopohl/urh - Universal Radio Hacker: Investigate Wireless Protocols Like A Boss
  • maurosoria/dirsearch - Web path scanner
  • keras-team/autokeras - AutoML library for deep learning
  • smicallef/spiderfoot - SpiderFoot automates OSINT for threat intelligence and mapping your attack surface.
  • httpie/http-prompt - An interactive command-line HTTP and API testing client built on top of HTTPie featuring autocomplete, syntax highlighting, and more. https://twitter.com/httpie
  • benoitc/gunicorn - gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.
  • ludwig-ai/ludwig - Data-centric declarative deep learning framework
  • MrS0m30n3/youtube-dl-gui - A cross platform front-end GUI of the popular youtube-dl written in wxPython.
  • microsoft/pyright - Static type checker for Python
  • 30-seconds/30-seconds-of-python - Short Python code snippets for all your development needs
  • Yorko/mlcourse.ai - Open Machine Learning Course
  • rougier/scientific-visualization-book - An open access book on scientific visualization using python and matplotlib
  • clips/pattern - Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
  • sloria/TextBlob - Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
  • pypa/pip - The Python package installer
  • qutebrowser/qutebrowser - A keyboard-driven, vim-like browser based on Python and Qt.
  • hardikvasa/google-images-download - Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!
  • arrow-py/arrow - 🏹 Better dates & times for Python
  • secdev/scapy - Scapy: the Python-based interactive packet manipulation program & library. Supports Python 2 & Python 3.
  • Manisso/fsociety - fsociety Hacking Tools Pack – A Penetration Testing Framework
  • dabeaz-course/practical-python - Practical Python Programming (course by @dabeaz)
  • streamlink/streamlink - Streamlink is a CLI utility which pipes video streams from various services into a video player
  • prompt-toolkit/python-prompt-toolkit - Library for building powerful interactive command line applications in Python
  • wangshub/Douyin-Bot - 😍 Python 抖音机器人，论如何在抖音上找到漂亮小姐姐？
  • paramiko/paramiko - The leading native Python SSHv2 protocol library.
  • modin-project/modin - Modin: Scale your Pandas workflows by changing a single line of code
  • miguelgrinberg/flasky - Companion code to my O'Reilly book "Flask Web Development", second edition.
  • 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
  • numba/numba - NumPy aware dynamic Python compiler using LLVM
  • statsmodels/statsmodels - Statsmodels: statistical modeling and econometrics in Python
  • altair-viz/altair - Declarative statistical visualization library for Python
  • bottlepy/bottle - bottle.py is a fast and simple micro-framework for python web-applications.
  • rbgirshick/py-faster-rcnn - Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
  • ranaroussi/yfinance - Download market data from Yahoo! Finance's API
  • kedro-org/kedro - A Python framework for creating reproducible, maintainable and modular data science code.
  • docopt/docopt - Pythonic command line arguments parser, that will make you smile
  • pytube/pytube - A lightweight, dependency-free Python library (and command-line utility) for downloading YouTube Videos.
  • pyro-ppl/pyro - Deep universal probabilistic programming with Python and PyTorch
  • boto/boto3 - AWS SDK for Python
  • Nuitka/Nuitka - Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7, 3.8, 3.9, and 3.10. You feed it your Python app, it does a lot of clever things, and spits out an executable or extension module.
  • MorvanZhou/Reinforcement-learning-with-tensorflow - Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
  • fail2ban/fail2ban - Daemon to ban hosts that cause multiple authentication errors
  • mopidy/mopidy - Mopidy is an extensible music server written in Python
  • OctoPrint/OctoPrint - OctoPrint is the snappy web interface for your 3D printer!
  • kennethreitz/records - SQL for Humans™
  • ajenti/ajenti - Ajenti Core and stock plugins
  • instillai/machine-learning-course - 💬 Machine Learning Course with Python:
  • doccano/doccano - Open source annotation tool for machine learning practitioners.
  • unifyai/ivy - The Unified Machine Learning Framework
  • soxoj/maigret - 🕵️‍♂️ Collect a dossier on a person by username from thousands of sites
  • coqui-ai/TTS - 🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
  • hugapi/hug - Embrace the APIs of the future. Hug aims to make developing APIs as simple as possible, but no simpler.
  • Jack-Cherish/Machine-Learning - ⚡机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归
  • simonw/datasette - An open source multi-tool for exploring and publishing data
  • matplotlib/cheatsheets - Official Matplotlib cheat sheets
  • houtianze/bypy - Python client for Baidu Yun (Personal Cloud Storage) 百度云/百度网盘Python客户端
  • pyeve/eve - REST API framework designed for human beings
  • Uberi/speech_recognition - Speech recognition module for Python, supporting several engines and APIs, online and offline.
  • caronc/apprise - Apprise - Push Notifications that work with just about every platform!
  • Porchetta-Industries/CrackMapExec - A swiss army knife for pentesting networks
  • boto/boto - For the latest version of boto, see https://github.com/boto/boto3 -- Python interface to Amazon Web Services
  • hyperopt/hyperopt - Distributed Asynchronous Hyperparameter Optimization in Python
  • benbusby/whoogle-search - A self-hosted, ad-free, privacy-respecting metasearch engine
  • amoffat/sh - Python process launching
  • cupy/cupy - NumPy & SciPy for GPU
  • xonsh/xonsh - 🐚 Python-powered, cross-platform, Unix-gazing shell
  • alteryx/featuretools - An open source python library for automated feature engineering
  • robinhood/faust - Python Stream Processing
  • SerpentAI/SerpentAI - Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!
  • stanfordnlp/stanza - Official Stanford NLP Python Library for Many Human Languages
  • fmfn/BayesianOptimization - A Python implementation of global optimization with gaussian processes.
  • jazzband/pip-tools - A set of tools to keep your pinned Python dependencies fresh.
  • yzhao062/pyod - A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
  • marshmallow-code/marshmallow - A lightweight library for converting complex objects to and from simple Python datatypes.
  • Jack-Cherish/PythonPark - Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。
  • HypothesisWorks/hypothesis - Hypothesis is a powerful, flexible, and easy to use library for property-based testing.
  • gruns/icecream - 🍦 Never use print() to debug again.
  • pallets/werkzeug - The comprehensive WSGI web application library.
  • dataabc/weiboSpider - 新浪微博爬虫，用python爬取新浪微博数据
  • eternnoir/pyTelegramBotAPI - Python Telegram bot api.
  • burnash/gspread - Google Sheets Python API
  • sqlalchemy/sqlalchemy - The Database Toolkit for Python
  • Netflix/metaflow - 🚀 Build and manage real-life data science projects with ease!
  • openreplay/openreplay - 📺 OpenReplay is developer-friendly, open-source session replay.
  • MycroftAI/mycroft-core - Mycroft Core, the Mycroft Artificial Intelligence platform.
  • lining0806/PythonSpiderNotes - Python入门网络爬虫之精华版
  • spesmilo/electrum - Electrum Bitcoin Wallet
  • b-ryan/powerline-shell - A beautiful and useful prompt for your shell
  • mahmoud/boltons - 🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
  • worldveil/dejavu - Audio fingerprinting and recognition in Python
  • deepset-ai/haystack - 🔍 Haystack is an open source NLP framework that leverages pre-trained Transformer models. It enables developers to quickly implement production-ready semantic search, question answering, summarization and document ranking for a wide range of NLP applications.
  • brython-dev/brython - Brython (Browser Python) is an implementation of Python 3 running in the browser
  • joeyespo/grip - Preview GitHub README.md files locally before committing them.
  • encode/uvicorn - An ASGI web server, for Python. 🦄
  • chainer/chainer - A flexible framework of neural networks for deep learning
  • webpy/webpy - web.py is a web framework for python that is as simple as it is powerful.
  • vibora-io/vibora - Fast, asynchronous and elegant Python web framework.
  • domlysz/BlenderGIS - Blender addons to make the bridge between Blender and geographic data
  • MagicStack/asyncpg - A fast PostgreSQL Database Client Library for Python/asyncio.
  • volatilityfoundation/volatility - An advanced memory forensics framework
  • dagster-io/dagster - An orchestration platform for the development, production, and observation of data assets.
  • mwouts/jupytext - Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts
  • jrnl-org/jrnl - Collect your thoughts and notes without leaving the command line.
  • pypa/pipx - Install and Run Python Applications in Isolated Environments
  • encode/apistar - The Web API toolkit. 🛠
  • healthchecks/healthchecks - A cron monitoring tool written in Python & Django
  • NicolasHug/Surprise - A Python scikit for building and analyzing recommender systems
  • PyGithub/PyGithub - Typed interactions with the GitHub API v3
  • persepolisdm/persepolis - Persepolis Download Manager is a GUI for aria2.
  • bee-san/pyWhat - 🐸 Identify anything. pyWhat easily lets you identify emails, IP addresses, and more. Feed it a .pcap file or some text and it'll tell you what it is! 🧙‍♀️
  • gorakhargosh/watchdog - Python library and shell utilities to monitor filesystem events.
  • k4yt3x/video2x - A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley 2, 2018.
  • librosa/librosa - Python library for audio and music analysis
  • nuno-faria/tiler - 👷 Build images with images
  • mher/flower - Real-time monitor and web admin for Celery distributed task queue
  • msiemens/tinydb - TinyDB is a lightweight document oriented database optimized for your happiness :)
  • chyroc/WechatSogou - 基于搜狗微信搜索的微信公众号爬虫接口
  • onionshare/onionshare - Securely and anonymously share files, host websites, and chat with friends using the Tor network
  • theskumar/python-dotenv - Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications following the 12-factor principles.
  • liuwons/wxBot - Python网页微信API
  • fluentpython/example-code - Example code for the book Fluent Python, 1st Edition (O'Reilly, 2015)
  • py-why/dowhy - DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
  • MingchaoZhu/DeepLearning - Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
  • twisted/twisted - Event-driven networking engine written 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.
  • unit8co/darts - A python library for easy manipulation and forecasting of time series.
  • cloudtools/troposphere - troposphere - Python library to create AWS CloudFormation descriptions
  • stamparm/maltrail - Malicious traffic detection system
  • serengil/deepface - A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
  • openatx/uiautomator2 - Android Uiautomator2 Python Wrapper
  • PyCQA/pycodestyle - Simple Python style checker in one Python file
  • oppia/oppia - A free, online learning platform to make quality education accessible for all.
  • ricequant/rqalpha - A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities
  • PyQt5/PyQt - PyQt Examples（PyQt各种测试和例子） PyQt4 PyQt5
  • alirezamika/autoscraper - A Smart, Automatic, Fast and Lightweight Web Scraper for Python
  • ParthJadhav/Tkinter-Designer - An easy and fast way to create a Python GUI 🐍
  • 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:
  • NullArray/AutoSploit - Automated Mass Exploiter
  • pytransitions/transitions - A lightweight, object-oriented finite state machine implementation in Python with many extensions
  • r0oth3x49/udemy-dl - A cross-platform python based utility to download courses from udemy for personal offline use.
  • gregmalcolm/python_koans - Python Koans - Learn Python through TDD
  • agronholm/apscheduler - Task scheduling library for Python
  • mininet/mininet - Emulator for rapid prototyping of Software Defined Networks
  • Tautulli/Tautulli - A Python based monitoring and tracking tool for Plex Media Server.
  • astorfi/TensorFlow-World - 🌎 Simple and ready-to-use tutorials for TensorFlow
  • qiyuangong/leetcode - Python & JAVA Solutions for Leetcode
  • kellyjonbrazil/jc - CLI tool and python library that converts the output of popular command-line tools, file-types, and common strings to JSON, YAML, or Dictionaries. This allows piping of output to tools like jq and simplifying automation scripts.
  • ajalt/fuckitpy - The Python error steamroller.
  • madmaze/pytesseract - A Python wrapper for Google Tesseract
  • python-attrs/attrs - Python Classes Without Boilerplate
  • nameko/nameko - Python framework for building microservices
  • hylang/hy - A dialect of Lisp that's embedded in Python
  • jpadilla/pyjwt - JSON Web Token implementation in Python
  • moranzcw/Computer-Networking-A-Top-Down-Approach-NOTES - 《计算机网络－自顶向下方法(原书第6版)》编程作业，Wireshark实验文档的翻译和解答。
  • ReactiveX/RxPY - ReactiveX for Python
  • vyperlang/vyper - Pythonic Smart Contract Language for the EVM
  • OmkarPathak/pygorithm - A Python module for learning all major algorithms
  • careercup/CtCI-6th-Edition-Python - Cracking the Coding Interview 6th Ed. Python Solutions
  • pypa/virtualenv - Virtual Python Environment builder
  • DLR-RM/stable-baselines3 - PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
  • Qix-/better-exceptions - Pretty and useful exceptions in Python, automatically.
  • lux-org/lux - Automatically visualize your pandas dataframe via a single print! 📊 💡
  • jesse-ai/jesse - An advanced crypto trading bot written in Python
  • schenkd/nginx-ui - Nginx UI allows you to access and modify the nginx configurations files without cli.
  • pudo/dataset - Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.
  • cookiecutter-flask/cookiecutter-flask - A flask template with Bootstrap, asset bundling+minification with webpack, starter templates, and registration/authentication. For use with cookiecutter.
  • PyImageSearch/imutils - A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.
  • aaugustin/websockets - Library for building WebSocket servers and clients in Python
  • Ultimaker/Cura - 3D printer / slicing GUI built on top of the Uranium framework
  • hhatto/autopep8 - A tool that automatically formats Python code to conform to the PEP 8 style guide.
  • jazzband/tablib - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.
  • lyst/lightfm - A Python implementation of LightFM, a hybrid recommendation algorithm.
  • Tribler/tribler - Privacy enhanced BitTorrent client with P2P content discovery
  • offu/WeRoBot - WeRoBot 是一个微信公众号开发框架
  • rasbt/mlxtend - A library of extension and helper modules for Python's data analysis and machine learning libraries.
  • CharlesPikachu/Games - Games: Create interesting games by pure python.
  • plamere/spotipy - A light weight Python library for the Spotify Web API
  • jaungiers/LSTM-Neural-Network-for-Time-Series-Prediction - LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
  • pytorch/ignite - High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
  • neozhaoliang/pywonderland - A tour in the wonderland of math with python.
  • vinta/awesome-python - A curated list of awesome Python frameworks, libraries, software and resources
  • 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.
  • sqlmapproject/sqlmap - Automatic SQL injection and database takeover tool
  • python-telegram-bot/python-telegram-bot - We have made you a wrapper you can't refuse
  • vnpy/vnpy - 基于Python的开源量化交易平台开发框架
  • jumpserver/jumpserver - JumpServer 是广受欢迎的开源堡垒机，是符合 4A 规范的专业运维安全审计系统。
  • cookiecutter/cookiecutter - A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
  • saleor/saleor - A modular, high performance, headless e-commerce platform built with Python, GraphQL, Django, and React.
  • bokeh/bokeh - Interactive Data Visualization in the browser, from Python
  • chriskiehl/Gooey - Turn (almost) any Python command line program into a full GUI application with one line
  • OpenBB-finance/OpenBBTerminal - Investment Research for Everyone, Anywhere.
  • sanic-org/sanic - Next generation Python web server/framework | Build fast. Run fast.
  • zulip/zulip - Zulip server and web app—powerful open source team chat
  • AtsushiSakai/PythonRobotics - Python sample codes for robotics algorithms.
  • reddit-archive/reddit - historical code from reddit.com
  • jhao104/proxy_pool - Python爬虫代理IP池(proxy pool)
  • matplotlib/matplotlib - matplotlib: plotting with Python
  • kovidgoyal/kitty - Cross-platform, fast, feature-rich, GPU based terminal
  • JaidedAI/EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
  • ipython/ipython - Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
  • Jack-Cherish/python-spider - 🌈Python3网络爬虫实战：淘宝、京东、网易云、B站、12306、抖音、笔趣阁、漫画小说下载、音乐电影下载等
  • cool-RR/PySnooper - Never use print for debugging again
  • alievk/avatarify-python - Avatars for Zoom, Skype and other video-conferencing apps.
  • d2l-ai/d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
  • facebook/prophet - Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
  • joke2k/faker - Faker is a Python package that generates fake data for you.
  • Asabeneh/30-Days-Of-Python - 30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace.
  • microsoft/recommenders - Best Practices on Recommendation Systems
  • Textualize/textual - Textual is a TUI (Text User Interface) framework for Python inspired by modern web development.
  • google/yapf - A formatter for Python files
  • Theano/Theano - 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 aesara: www.github.com/pymc-devs/aesara
  • 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
  • x-hw/amazing-qr - 💮 amazing QRCode generator in Python (supporting animated gif) - Python amazing 二维码生成器（支持 gif 动态图片二维码）
  • harelba/q - q - Run SQL directly on delimited files and multi-file sqlite databases
  • rushter/MLAlgorithms - Minimal and clean examples of machine learning algorithms implementations
  • django-cms/django-cms - The easy-to-use and developer-friendly enterprise CMS powered by Django
  • pre-commit/pre-commit - A framework for managing and maintaining multi-language pre-commit hooks.
  • rq/rq - Simple job queues for Python
  • samshadwell/TrumpScript - Make Python great again
  • encode/starlette - The little ASGI framework that shines. 🌟
  • graphql-python/graphene - GraphQL framework for Python
  • crazyguitar/pysheeet - Python Cheat Sheet
  • laramies/theHarvester - E-mails, subdomains and names Harvester - OSINT
  • cython/cython - The most widely used Python to C compiler
  • kornia/kornia - Open Source Differentiable Computer Vision Library
  • gelstudios/gitfiti - abusing github commit history for the lulz
  • tensorlayer/TensorLayer - Deep Learning and Reinforcement Learning Library for Scientists and Engineers
  • PyMySQL/PyMySQL - Pure Python MySQL Client
  • 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）
  • pymc-devs/pymc - Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
  • lazyprogrammer/machine_learning_examples - A collection of machine learning examples and tutorials.
  • optuna/optuna - A hyperparameter optimization framework
  • EZFNDEV/EZFN-Lobbybot - With EasyFNBot you can easily create you own Fortnite Lobby Bot in less than 5 minutes which will be online forever!
  • microsoft/playwright-python - Python version of the Playwright testing and automation library.
  • jupyter/docker-stacks - Ready-to-run Docker images containing Jupyter applications
  • jupyterhub/jupyterhub - Multi-user server for Jupyter notebooks
  • pythonstock/stock - stock，股票系统。使用python进行开发。
  • karpathy/neuraltalk - NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.
  • snorkel-team/snorkel - A system for quickly generating training data with weak supervision
  • Datalux/Osintgram - Osintgram is a OSINT tool on Instagram. It offers an interactive shell to perform analysis on Instagram account of any users by its nickname
  • scikit-image/scikit-image - Image processing in Python
  • pyca/cryptography - cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.
  • donnemartin/saws - A supercharged AWS command line interface (CLI).
  • navdeep-G/setup.py - 📦 A Human's Ultimate Guide to setup.py.
  • sdispater/pendulum - Python datetimes made easy
  • lawlite19/MachineLearning_Python - 机器学习算法python实现
  • tyiannak/pyAudioAnalysis - Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
  • hugsy/gef - GEF (GDB Enhanced Features) - a modern experience for GDB with advanced debugging capabilities for exploit devs & reverse engineers on Linux
  • dpkp/kafka-python - Python client for Apache Kafka
  • 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/.
  • QingdaoU/OnlineJudge - open source online judge based on Vue, Django and Docker. | 青岛大学开源 Online Judge | QQ群 496710125 | admin@qduoj.com
  • fogleman/Minecraft - Simple Minecraft-inspired program using Python and Pyglet
  • martinblech/xmltodict - Python module that makes working with XML feel like you are working with JSON
  • buildbot/buildbot - Python-based continuous integration testing framework; your pull requests are more than welcome!
  • sphinx-doc/sphinx - Main repository for the Sphinx documentation builder
  • nteract/papermill - 📚 Parameterize, execute, and analyze notebooks
  • python-trio/trio - Trio – a friendly Python library for async concurrency and I/O
  • pwndbg/pwndbg - Exploit Development and Reverse Engineering with GDB Made Easy
  • yoshiko2/Movie_Data_Capture - Local Movies Organizer
  • euske/pdfminer - Python PDF Parser (Not actively maintained). Check out pdfminer.six.
  • aidlearning/AidLearning-FrameWork - 🔥🔥AidLearning is a powerful AIOT development platform, AidLearning builds a linux env supporting GUI, deep learning and visual IDE on Android...Now Aid supports CPU+GPU+NPU for inference with high performance acceleration...Linux on Android or HarmonyOS
  • liangliangyy/DjangoBlog - 🍺基于Django的博客系统
  • DEAP/deap - Distributed Evolutionary Algorithms in Python