Github-Ranking/Top100/Python.md

Github Ranking

Top 100 Stars in Python

Ranking	Project Name	Stars	Forks	Language	Open Issues	Description	Last Commit
1	system-design-primer	77280	12693	Python	119	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-11-16T03:54:41Z
2	awesome-python	76305	14976	Python	76	A curated list of awesome Python frameworks, libraries, software and resources	2019-11-24T07:27:32Z
3	public-apis	65963	7403	Python	55	A collective list of free APIs for use in software and web development.	2019-11-27T17:33:07Z
4	Python	62983	18865	Python	243	All Algorithms implemented in Python	2019-11-27T23:18:13Z
5	models	59817	37884	Python	1898	Models and examples built with TensorFlow	2019-11-28T01:13:10Z
6	youtube-dl	58270	10090	Python	3084	Command-line program to download videos from YouTube.com and other video sites	2019-11-28T08:23:39Z
7	thefuck	50572	2525	Python	205	Magnificent app which corrects your previous console command.	2019-11-28T08:28:37Z
8	flask	47720	13089	Python	24	The Python micro framework for building web applications.	2019-11-24T23:38:51Z
9	keras	45649	17320	Python	2701	Deep Learning for humans	2019-11-24T16:50:38Z
10	httpie	43894	2881	Python	156	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	2019-11-01T12:49:21Z
11	awesome-machine-learning	42680	10809	Python	3	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-11-15T13:25:12Z
12	ansible	40628	17574	Python	6311	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/	2019-11-28T10:46:25Z
13	scikit-learn	38272	18799	Python	1998	scikit-learn: machine learning in Python	2019-11-28T10:02:02Z
14	scrapy	35231	8186	Python	724	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-11-28T06:34:28Z
15	big-list-of-naughty-strings	33561	1454	Python	76	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.	2019-10-25T14:10:16Z
16	shadowsocks	31966	19537	Python	449	None	2019-11-06T02:01:03Z
17	face_recognition	30091	8265	Python	403	The world's simplest facial recognition api for Python and the command line	2019-11-20T15:09:50Z
18	XX-Net	29123	7776	Python	7373	a web proxy tool	2019-09-19T15:57:39Z
19	home-assistant	28719	8509	Python	1021	🏡 Open source home automation that puts local control and privacy first	2019-11-28T10:22:23Z
20	you-get	28302	5650	Python	327	⏬ Dumb downloader that scrapes the web	2019-11-25T12:24:04Z
21	cpython	27993	12585	Python	1006	The Python programming language	2019-11-28T10:21:02Z
22	faceswap	27652	8878	Python	17	Deepfakes Software For All	2019-11-25T02:02:29Z
23	100-Days-Of-ML-Code	27153	6720	Python	50	100 Days of ML Coding	2019-10-20T09:33:50Z
24	certbot	25924	2725	Python	626	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.	2019-11-28T03:35:37Z
25	CppCoreGuidelines	25251	3335	Python	155	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-11-22T18:32:08Z
26	Deep-Learning-Papers-Reading-Roadmap	24570	5638	Python	74	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-11-27T15:21:37Z
27	tldr	24260	1859	Python	123	📚 Simplified and community-driven man pages	2019-11-28T05:27:20Z
28	python-patterns	22878	4866	Python	10	A collection of design patterns/idioms in Python	2019-11-16T00:08:00Z
29	interview_internal_reference	22728	6230	Python	13	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。	2019-11-20T13:58:33Z
30	pandas	22475	8939	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	2019-11-28T10:58:57Z
31	Detectron	22438	4950	Python	287	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-11-27T22:57:02Z
32	AiLearning	21700	7603	Python	29	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-11-06T10:19:52Z
33	localstack	21657	1522	Python	339	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-11-27T19:58:49Z
34	jieba	20988	5329	Python	508	结巴中文分词	2019-11-26T04:11:57Z
35	linux-insides	20448	2244	Python	32	A little bit about a linux kernel	2019-11-24T13:09:07Z
36	YouCompleteMe	20183	2311	Python	46	A code-completion engine for Vim	2019-11-24T12:27:40Z
37	bert	19857	5343	Python	577	TensorFlow code and pre-trained models for BERT	2019-11-14T01:57:03Z
38	ItChat	19187	4464	Python	206	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
39	gym	18965	5270	Python	91	A toolkit for developing and comparing reinforcement learning algorithms.	2019-11-27T16:55:18Z
40	pipenv	18955	1421	Python	336	Python Development Workflow for Humans.	2019-11-28T07:41:31Z
41	interactive-coding-challenges	18617	2835	Python	53	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-22T16:06:47Z
42	tornado	18579	5095	Python	180	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-11-23T20:48:44Z
43	incubator-mxnet	18083	6443	Python	1565	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-11-28T10:09:58Z
44	compose	18010	2834	Python	334	Define and run multi-container applications with Docker	2019-11-25T14:20:47Z
45	12306	17840	5600	Python	67	12306智能刷票，订票	2019-11-08T05:25:16Z
46	transformers	17832	4110	Python	384	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2019-11-28T10:55:13Z
47	cheat.sh	17776	863	Python	51	the only cheat sheet you need	2019-10-30T16:45:29Z
48	data-science-ipython-notebooks	17677	5429	Python	11	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.	2019-10-25T10:21:39Z
49	mitmproxy	16918	2186	Python	274	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-11-27T22:56:01Z
50	algorithms	16371	3219	Python	97	Minimal examples of data structures and algorithms in Python	2019-11-27T23:41:41Z
51	algo	16003	1372	Python	56	Set up a personal VPN in the cloud	2019-11-27T06:48:37Z
52	django-rest-framework	15946	4673	Python	234	Web APIs for Django. 🎸	2019-11-28T04:02:02Z
53	odoo	15861	11297	Python	2521	Odoo. Open Source Apps To Grow Your Business.	2019-11-28T11:00:18Z
54	python-fire	15753	951	Python	63	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-10-11T17:09:49Z
55	sqlmap	15719	3405	Python	46	Automatic SQL injection and database takeover tool	2019-11-27T23:29:47Z
56	Python	15702	7753	Python	110	My Python Examples	2019-11-27T16:16:29Z
57	macOS-Security-and-Privacy-Guide	15342	1082	Python	3	Guide to securing and improving privacy on macOS	2019-11-20T21:53:54Z
58	spaCy	15184	2659	Python	158	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-11-28T10:35:14Z
59	reddit	15181	2790	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
60	manim	15100	1793	Python	151	Animation engine for explanatory math videos	2019-11-28T07:10:49Z
61	ZeroNet	14950	1943	Python	631	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-11-27T02:08:28Z
62	d2l-zh	14947	3811	Python	6	《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。	2019-11-27T09:13:02Z
63	Mask_RCNN	14936	6864	Python	1200	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-11-28T09:48:23Z
64	funNLP	14801	4404	Python	1	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。	2019-11-22T07:40:38Z
65	glances	14561	971	Python	121	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-11-24T16:41:18Z
66	pytorch-tutorial	14465	4523	Python	59	PyTorch Tutorial for Deep Learning Researchers	2019-10-24T09:31:59Z
67	magenta	14304	2886	Python	220	Magenta: Music and Art Generation with Machine Intelligence	2019-11-26T12:45:26Z
68	hosts	14066	1252	Python	60	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.	2019-11-27T05:01:40Z
69	celery	13920	3525	Python	378	Distributed Task Queue (development branch)	2019-11-25T21:53:30Z
70	wechat_jump_game	13915	4656	Python	29	微信《跳一跳》Python 辅助	2019-10-22T20:51:50Z
71	ML-From-Scratch	13901	2611	Python	19	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.	2019-11-06T02:49:00Z
72	ipython	13899	3910	Python	1246	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-11-28T00:16:18Z
73	pyspider	13873	3398	Python	255	A Powerful Spider(Web Crawler) System in Python.	2019-11-14T06:16:19Z
74	TensorFlow-Course	13772	2757	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-09-22T02:43:52Z
75	black	13665	731	Python	262	The uncompromising Python code formatter	2019-11-25T22:16:02Z
76	sanic	13130	1230	Python	60	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-11-21T15:33:51Z
77	NLP-progress	12974	2247	Python	21	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.	2019-11-28T04:31:12Z
78	Real-Time-Voice-Cloning	12931	2181	Python	70	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2019-11-15T01:06:12Z
79	PySnooper	12903	801	Python	13	Never use print for debugging again	2019-11-19T17:08:24Z
80	bitcoinbook	12785	3710	Python	80	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-11-20T07:32:33Z
81	luigi	12551	2058	Python	66	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.	2019-11-28T10:58:52Z
82	tqdm	12435	642	Python	225	A Fast, Extensible Progress Bar for Python and CLI	2019-11-28T04:09:07Z
83	bokeh	12244	3114	Python	456	Interactive Data Visualization in the browser, from Python	2019-11-28T09:54:04Z
84	nginx-proxy	11998	2189	Python	568	Automated nginx proxy for Docker containers using docker-gen	2019-11-08T14:00:08Z
85	fabric	11870	1783	Python	379	Simple, Pythonic remote execution and deployment.	2019-11-26T13:03:51Z
86	Awesome-Linux-Software	11743	1135	Python	12	A list of awesome applications, software, tools and other materials for Linux distros.	2019-11-23T12:45:31Z
87	locust	11467	1643	Python	31	Scalable user load testing tool written in Python	2019-11-27T15:44:50Z
88	wxpy	11426	2012	Python	288	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-07-14T17:59:47Z
89	algo	11345	3470	Python	62	数据结构和算法必知必会的50个代码实现	2019-11-27T07:44:53Z
90	DeepFaceLab	11178	2557	Python	129	DeepFaceLab is a tool that utilizes machine learning to replace faces in videos. Includes prebuilt ready to work standalone Windows 7,8,10 binary (look readme.md).	2019-11-24T16:33:40Z
91	ChromeAppHeroes	11176	995	Python	5	🌈谷粒-Chrome插件英雄榜, 为优秀的Chrome插件写一本中文说明书, 让Chrome插件英雄们造福人类~ ChromePluginHeroes, Write a Chinese manual for the excellent Chrome plugin, let the Chrome plugin heroes benefit the human~	2019-11-26T06:21:55Z
92	examples	11032	5154	Python	208	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2019-11-23T18:13:43Z
93	material-theme	11012	792	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
94	PayloadsAllTheThings	10957	3428	Python	6	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2019-11-26T22:39:30Z
95	powerline	10950	840	Python	172	Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.	2019-11-20T07:39:26Z
96	CheatSheetSeries	10950	1518	Python	52	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2019-11-28T08:38:40Z
97	zulip	10718	3346	Python	1347	Zulip server - powerful open source team chat	2019-11-28T10:40:34Z
98	cookiecutter	10681	1174	Python	207	A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, jQuery plugin projects.	2019-11-12T22:56:48Z
99	pix2code	10590	1133	Python	1	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-11-04T19:54:06Z
100	salt	10454	4721	Python	2981	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-11-28T07:40:48Z