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Top 100 Stars in Python

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 system-design-primer 74963 12096 Python 115 Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. 2019-10-11T17:47:42Z
2 awesome-python 74195 14592 Python 528 A curated list of awesome Python frameworks, libraries, software and resources 2019-10-16T12:56:55Z
3 public-apis 63723 7075 Python 49 A collective list of free APIs for use in software and web development. 2019-10-15T21:50:59Z
4 models 58449 36840 Python 1939 Models and examples built with TensorFlow 2019-10-17T06:24:08Z
5 youtube-dl 56685 9859 Python 3082 Command-line program to download videos from YouTube.com and other video sites 2019-10-16T22:58:01Z
6 thefuck 48776 2403 Python 195 Magnificent app which corrects your previous console command. 2019-10-17T09:56:16Z
7 flask 46993 12992 Python 20 The Python micro framework for building web applications. 2019-10-15T18:01:57Z
8 keras 44793 17035 Python 2606 Deep Learning for humans 2019-10-16T19:05:20Z
9 django 44682 19263 Python 234 The Web framework for perfectionists with deadlines. 2019-10-17T10:51:10Z
10 httpie 43482 2850 Python 149 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 2019-10-15T18:54:24Z
11 awesome-machine-learning 42175 10662 Python 1 A curated list of awesome Machine Learning frameworks, libraries and software. 2019-10-16T15:34:50Z
12 requests 40539 7352 Python 263 A simple, yet elegant HTTP library. 2019-10-16T11:47:02Z
13 ansible 39806 17094 Python 6242 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/ 2019-10-17T10:57:45Z
14 scikit-learn 37524 18466 Python 1984 scikit-learn: machine learning in Python 2019-10-17T10:07:41Z
15 scrapy 34745 8083 Python 715 Scrapy, a fast high-level web crawling & scraping framework for Python. 2019-10-17T00:55:39Z
16 big-list-of-naughty-strings 33347 1432 Python 75 The Big List of Naughty Strings is a list of strings which have a high probability of causing issues when used as user-input data. 2019-09-17T10:44:45Z
17 shadowsocks 31666 19367 Python 449 None 2019-08-27T10:19:00Z
18 XX-Net 28942 7761 Python 7379 a web proxy tool 2019-09-19T15:57:39Z
19 face_recognition 28928 7880 Python 384 The world's simplest facial recognition api for Python and the command line 2019-10-17T10:47:17Z
20 you-get 27474 5485 Python 321 ⏬ Dumb downloader that scrapes the web 2019-10-16T18:42:47Z
21 home-assistant 27404 8079 Python 999 🏡 Open source home automation that puts local control and privacy first 2019-10-17T10:57:00Z
22 Algorithm_Interview_Notes-Chinese 27280 8445 Python 27 2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记 2019-07-23T14:45:28Z
23 cpython 27176 11981 Python 970 The Python programming language 2019-10-17T10:41:36Z
24 100-Days-Of-ML-Code 26735 6549 Python 48 100 Days of ML Coding 2019-10-08T13:36:48Z
25 faceswap 26669 8617 Python 14 Deepfakes Software For All 2019-10-16T23:30:44Z
26 certbot 25778 2700 Python 589 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. 2019-10-17T08:38:46Z
27 CppCoreGuidelines 24707 3253 Python 147 The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ 2019-10-16T20:29:35Z
28 Deep-Learning-Papers-Reading-Roadmap 24266 5544 Python 73 Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! 2019-10-13T06:28:29Z
29 tldr 23814 1804 Python 123 📚 Simplified and community-driven man pages 2019-10-17T09:26:52Z
30 sentry 22384 2565 Python 963 Sentry is cross-platform application monitoring, with a focus on error reporting. 2019-10-17T10:59:16Z
31 python-patterns 22363 4786 Python 12 A collection of design patterns/idioms in Python 2019-10-17T10:47:26Z
32 Detectron 22148 4857 Python 281 FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. 2019-10-16T16:55:28Z
33 pandas 21851 8680 Python 3323 Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more 2019-10-17T10:42:32Z
34 interview_internal_reference 21074 5694 Python 10 2019年最新总结,阿里,腾讯,百度,美团,头条等技术面试题目,以及答案,专家出题人分析汇总。 2019-10-16T10:10:06Z
35 jieba 20443 5238 Python 497 结巴中文分词 2019-09-26T15:08:59Z
36 linux-insides 20304 2214 Python 34 A little bit about a linux kernel 2019-10-10T18:14:55Z
37 AiLearning 20154 7166 Python 30 AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP 2019-10-15T03:59:28Z
38 YouCompleteMe 19947 2268 Python 66 A code-completion engine for Vim 2019-10-13T17:31:25Z
39 localstack 19618 1416 Python 443 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! 2019-10-17T09:52:56Z
40 ItChat 18875 4372 Python 204 A complete and graceful API for Wechat. 微信个人号接口、微信机器人及命令行微信,三十行即可自定义个人号机器人。 2019-08-27T01:47:42Z
41 bert 18703 4957 Python 526 TensorFlow code and pre-trained models for BERT 2019-10-12T04:03:00Z
42 pipenv 18553 1400 Python 314 Python Development Workflow for Humans. 2019-10-17T01:47:43Z
43 gym 18447 5070 Python 104 A toolkit for developing and comparing reinforcement learning algorithms. 2019-10-14T02:31:10Z
44 tornado 18421 5060 Python 180 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. 2019-10-17T01:45:59Z
45 interactive-coding-challenges 18318 2761 Python 48 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards. 2019-10-14T19:14:53Z
46 incubator-mxnet 17880 6358 Python 1518 Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more 2019-10-17T10:05:01Z
47 compose 17599 2762 Python 343 Define and run multi-container applications with Docker 2019-10-16T15:51:09Z
48 cheat.sh 17579 847 Python 48 the only cheat sheet you need 2019-09-06T12:28:56Z
49 data-science-ipython-notebooks 17198 5300 Python 9 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. 2019-09-07T12:03:52Z
50 12306 17193 5392 Python 64 12306智能刷票,订票 2019-10-17T01:51:35Z
51 mitmproxy 16541 2141 Python 290 An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. 2019-10-17T01:28:34Z
52 algorithms 16084 3129 Python 80 Minimal examples of data structures and algorithms in Python 2019-10-17T00:00:28Z
53 wtfpython 16041 1546 Python 23 A collection of surprising Python snippets and lesser-known features. 2019-10-09T13:18:41Z
54 HelloGitHub 16037 1792 Python 8 :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 2019-09-28T12:27:05Z
55 django-rest-framework 15592 4572 Python 227 Web APIs for Django. 🎸 2019-10-16T19:19:12Z
56 python-fire 15496 941 Python 60 Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. 2019-10-11T17:09:49Z
57 odoo 15401 11065 Python 2495 Odoo. Open Source Apps To Grow Your Business. 2019-10-17T10:58:33Z
58 sqlmap 15378 3336 Python 48 Automatic SQL injection and database takeover tool 2019-10-17T09:54:00Z
59 transformers 15340 3525 Python 275 🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch. 2019-10-17T11:00:09Z
60 macOS-Security-and-Privacy-Guide 15229 1070 Python 3 Guide to securing and improving privacy on macOS 2019-10-16T18:26:55Z
61 reddit 15127 2778 Python 304 historical code from reddit.com 2017-10-17T19:57:07Z
62 spaCy 14850 2571 Python 140 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython 2019-10-17T09:26:56Z
63 algo 14782 1297 Python 57 Set up a personal VPN in the cloud 2019-10-15T05:02:22Z
64 ZeroNet 14736 1898 Python 612 ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network 2019-10-16T17:13:58Z
65 Python 14378 7331 Python 107 My Python Examples 2019-10-17T10:22:53Z
66 Mask_RCNN 14371 6533 Python 1133 Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2019-09-23T17:32:56Z
67 glances 14308 966 Python 121 Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. 2019-10-13T09:18:26Z
68 airflow 14284 5343 Python 309 Apache Airflow 2019-10-17T10:38:41Z
69 manim 14168 1648 Python 136 Animation engine for explanatory math videos 2019-10-16T18:04:32Z
70 magenta 14076 2821 Python 219 Magenta: Music and Art Generation with Machine Intelligence 2019-10-15T01:20:34Z
71 d2l-zh 14046 3548 Python 4 《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。 2019-09-30T16:47:39Z
72 redash 14004 2387 Python 468 Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. 2019-10-17T10:22:13Z
73 wechat_jump_game 13925 4662 Python 26 微信《跳一跳》Python 辅助 2019-08-28T12:21:19Z
74 ipython 13818 3899 Python 1233 Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. 2019-10-17T07:00:34Z
75 hosts 13739 1222 Python 57 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. 2019-10-15T15:27:28Z
76 pyspider 13722 3365 Python 248 A Powerful Spider(Web Crawler) System in Python. 2019-08-17T04:52:41Z
77 pytorch-tutorial 13687 4275 Python 56 PyTorch Tutorial for Deep Learning Researchers 2019-09-15T19:12:19Z
78 celery 13616 3466 Python 359 Distributed Task Queue (development branch) 2019-10-17T10:56:11Z
79 TensorFlow-Course 13542 2687 Python 2 Simple and ready-to-use tutorials for TensorFlow 2019-09-22T02:43:52Z
80 funNLP 13460 3990 Python 2 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、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。 2019-10-15T13:35:10Z
81 ML-From-Scratch 13370 2463 Python 14 Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning. 2019-10-06T20:03:36Z
82 black 12952 692 Python 237 The uncompromising Python code formatter 2019-10-15T18:56:29Z
83 sanic 12918 1211 Python 55 Async Python 3.6+ web server/framework | Build fast. Run fast. 2019-10-15T04:17:06Z
84 PySnooper 12744 790 Python 15 Never use print for debugging again 2019-09-20T14:10:51Z
85 bitcoinbook 12388 3610 Python 71 Mastering Bitcoin 2nd Edition - Programming the Open Blockchain 2019-10-12T04:48:07Z
86 luigi 12334 2026 Python 62 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. 2019-10-17T09:27:10Z
87 NLP-progress 12328 2117 Python 22 Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks. 2019-10-15T19:47:07Z
88 tqdm 11959 617 Python 213 A Fast, Extensible Progress Bar for Python and CLI 2019-10-12T21:53:18Z
89 bokeh 11763 2944 Python 459 Interactive Data Visualization in the browser, from Python 2019-10-17T07:36:12Z
90 fabric 11750 1775 Python 371 Simple, Pythonic remote execution and deployment. 2019-10-15T04:02:50Z
91 nginx-proxy 11744 2154 Python 558 Automated nginx proxy for Docker containers using docker-gen 2019-10-08T13:07:56Z
92 Awesome-Linux-Software 11624 1113 Python 11 A list of awesome applications, software, tools and other materials for Linux distros. 2019-10-14T11:07:27Z
93 locust 11103 1599 Python 187 Scalable user load testing tool written in Python 2019-10-04T09:46:21Z
94 material-theme 10994 788 Python 3 Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino 2019-08-20T19:59:53Z
95 wxpy 10873 1908 Python 276 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ 2019-07-14T17:59:47Z
96 powerline 10808 829 Python 161 Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. 2019-10-17T04:40:27Z
97 zulip 10506 3262 Python 1352 Zulip server - powerful open source team chat 2019-10-17T00:39:46Z
98 pix2code 10488 1105 Python 0 pix2code: Generating Code from a Graphical User Interface Screenshot 2019-04-09T23:35:37Z
99 examples 10452 4845 Python 195 A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. 2019-10-08T08:35:56Z
100 cookiecutter 10425 1157 Python 203 A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. 2019-10-16T00:35:56Z