Github-Ranking/Top100/Python.md

Github Ranking

Top 100 Stars in Python

Ranking	Project Name	Stars	Forks	Language	Open Issues	Description	Last Commit
1	awesome-python	72411	14185	Python	486	A curated list of awesome Python frameworks, libraries, software and resources	2019-08-30T13:04:02Z
2	system-design-primer	72107	11420	Python	104	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-08-29T02:01:55Z
3	public-apis	60701	6529	Python	68	A collective list of free APIs for use in software and web development.	2019-08-30T10:04:09Z
4	models	57096	35736	Python	1858	Models and examples built with TensorFlow	2019-08-30T21:40:28Z
5	youtube-dl	54894	9527	Python	2981	Command-line program to download videos from YouTube.com and other video sites	2019-08-31T09:03:02Z
6	thefuck	46382	2292	Python	171	Magnificent app which corrects your previous console command.	2019-08-30T11:50:25Z
7	flask	46169	12847	Python	20	The Python micro framework for building web applications.	2019-08-30T20:36:23Z
8	django	43774	18793	Python	222	The Web framework for perfectionists with deadlines.	2019-08-31T09:09:43Z
9	httpie	42903	2816	Python	147	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	2019-08-31T10:32:54Z
10	awesome-machine-learning	41510	10469	Python	4	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-08-29T14:16:13Z
11	requests	39976	7266	Python	233	Python HTTP Requests for Humans™ ✨🍰✨	2019-08-30T20:16:06Z
12	ansible	39092	16567	Python	6006	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/	2019-08-31T10:53:40Z
13	scikit-learn	36821	18104	Python	1922	scikit-learn: machine learning in Python	2019-08-31T08:38:26Z
14	scrapy	34195	7989	Python	703	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-08-31T05:44:35Z
15	big-list-of-naughty-strings	33028	1418	Python	74	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.	2019-07-07T07:05:31Z
16	shadowsocks	31160	19012	Python	449	None	2019-08-27T10:19:00Z
17	XX-Net	28564	7683	Python	7400	a web proxy tool	2019-08-31T05:24:48Z
18	face_recognition	27612	7429	Python	367	The world's simplest facial recognition api for Python and the command line	2019-08-24T20:51:13Z
19	you-get	26712	5336	Python	320	⏬ Dumb downloader that scrapes the web	2019-08-28T02:24:25Z
20	cpython	26371	11349	Python	1090	The Python programming language	2019-08-31T10:37:36Z
21	home-assistant	26095	7640	Python	901	🏡 Open source home automation that puts local control and privacy first	2019-08-31T10:22:31Z
22	certbot	25562	2664	Python	570	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.	2019-08-30T20:42:19Z
23	100-Days-Of-ML-Code	25481	6167	Python	45	100 Days of ML Coding	2019-06-08T14:57:19Z
24	CppCoreGuidelines	24055	3162	Python	135	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-08-27T23:15:20Z
25	Deep-Learning-Papers-Reading-Roadmap	23873	5430	Python	73	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
26	tldr	23332	1726	Python	80	📚 Simplified and community-driven man pages	2019-08-29T08:26:32Z
27	faceswap	22229	7384	Python	13	Deepfakes Software For All	2019-08-31T10:01:10Z
28	sentry	21953	2534	Python	898	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-08-31T00:22:53Z
29	python-patterns	21822	4685	Python	9	A collection of design patterns/idioms in Python	2019-08-28T06:17:33Z
30	Detectron	21633	4717	Python	270	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-08-30T06:24:03Z
31	pandas	21051	8338	Python	3212	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-08-31T10:19:10Z
32	linux-insides	20102	2170	Python	31	A little bit about a linux kernel	2019-08-26T08:15:23Z
33	jieba	19882	5123	Python	490	结巴中文分词	2019-07-20T06:48:03Z
34	YouCompleteMe	19660	2230	Python	61	A code-completion engine for Vim	2019-08-31T10:59:08Z
35	localstack	18767	1334	Python	429	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-08-31T07:23:26Z
36	AiLearning	18624	6626	Python	28	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-08-08T03:24:47Z
37	ItChat	18449	4258	Python	202	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
38	tornado	18224	5040	Python	174	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-08-31T04:27:07Z
39	gym	17960	4887	Python	170	A toolkit for developing and comparing reinforcement learning algorithms.	2019-08-26T19:31:03Z
40	bert	17728	4574	Python	487	TensorFlow code and pre-trained models for BERT	2019-08-28T08:31:36Z
41	incubator-mxnet	17594	6255	Python	1411	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-08-31T10:33:30Z
42	cheat.sh	17323	827	Python	46	the only cheat sheet you need	2019-08-19T05:16:48Z
43	compose	17179	2665	Python	542	Define and run multi-container applications with Docker	2019-08-30T14:42:57Z
44	data-science-ipython-notebooks	16290	5008	Python	8	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.	2019-04-10T10:46:55Z
45	mitmproxy	16114	2077	Python	290	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-08-16T02:05:20Z
46	algorithms	15754	2998	Python	58	Minimal examples of data structures and algorithms in Python	2019-08-23T10:47:41Z
47	wtfpython	15713	1511	Python	20	A collection of surprising Python snippets and lesser-known features.	2019-08-04T07:26:25Z
48	django-rest-framework	15250	4467	Python	207	Web APIs for Django. ⚡️	2019-08-30T12:37:07Z
49	HelloGitHub	15244	1689	Python	19	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-08-27T15:34:14Z
50	macOS-Security-and-Privacy-Guide	15101	1059	Python	3	Guide to securing and improving privacy on macOS	2019-08-29T18:58:37Z
51	reddit	15097	2774	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
52	python-fire	15038	895	Python	53	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-08-08T19:10:00Z
53	sqlmap	14999	3270	Python	48	Automatic SQL injection and database takeover tool	2019-08-30T12:44:12Z
54	ZeroNet	14517	1869	Python	597	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-08-30T19:05:47Z
55	spaCy	14331	2492	Python	180	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-08-30T19:16:05Z
56	algo	14263	1251	Python	46	Set up a personal VPN in the cloud	2019-08-31T09:17:01Z
57	glances	14075	956	Python	113	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-08-27T14:41:33Z
58	wechat_jump_game	13917	4686	Python	26	微信《跳一跳》Python 辅助	2019-08-28T12:21:19Z
59	magenta	13799	2756	Python	209	Magenta: Music and Art Generation with Machine Intelligence	2019-08-28T17:30:32Z
60	Mask_RCNN	13724	6208	Python	1065	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-08-28T17:57:37Z
61	airflow	13698	5067	Python	333	Apache Airflow	2019-08-31T03:38:49Z
62	redash	13664	2297	Python	456	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-08-31T08:09:28Z
63	pyspider	13584	3334	Python	244	A Powerful Spider(Web Crawler) System in Python.	2019-08-17T04:52:41Z
64	hosts	13331	1179	Python	55	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.	2019-08-30T15:20:15Z
65	celery	13282	3394	Python	333	Distributed Task Queue (development branch)	2019-08-30T02:34:54Z
66	TensorFlow-Course	13095	2575	Python	1	Simple and ready-to-use tutorials for TensorFlow	2019-08-28T19:49:00Z
67	manim	13043	1511	Python	107	Animation engine for explanatory math videos	2019-08-28T18:47:16Z
68	Python	12547	6829	Python	85	My Python Examples	2019-08-25T17:00:39Z
69	bitcoinbook	12244	3553	Python	81	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-08-27T12:32:37Z
70	luigi	12144	1992	Python	44	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.	2019-08-27T08:21:58Z
71	funNLP	12099	3509	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。	2019-08-31T02:45:03Z
72	NLP-progress	11767	1965	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.	2019-08-30T14:25:34Z
73	fabric	11618	1748	Python	355	Simple, Pythonic remote execution and deployment.	2019-08-13T04:29:17Z
74	pytorch-transformers	11530	2823	Python	218	👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)	2019-08-31T10:24:36Z
75	Awesome-Linux-Software	11486	1088	Python	8	A list of awesome applications, software, tools and other materials for Linux distros.	2019-08-25T13:22:51Z
76	nginx-proxy	11468	2121	Python	549	Automated nginx proxy for Docker containers using docker-gen	2019-08-29T21:03:24Z
77	bokeh	11379	2859	Python	433	Interactive Data Visualization in the browser, from Python	2019-08-31T09:33:42Z
78	tqdm	11365	598	Python	212	A Fast, Extensible Progress Bar for Python and CLI	2019-08-27T15:59:53Z
79	d2l-zh	11065	2872	Python	5	《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。	2019-08-30T18:47:53Z
80	material-theme	10964	787	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
81	locust	10807	1556	Python	188	Scalable user load testing tool written in Python	2019-08-27T20:20:39Z
82	powerline	10663	823	Python	178	Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.	2019-07-05T11:31:33Z
83	pix2code	10398	1074	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
84	zulip	10349	3177	Python	1334	Zulip server - powerful open source team chat	2019-08-31T01:50:37Z
85	salt	10233	4623	Python	2745	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-08-31T10:28:50Z
86	cookiecutter	10162	1116	Python	194	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-08-30T18:06:34Z
87	requests-html	10139	625	Python	71	Pythonic HTML Parsing for Humans™	2019-08-11T03:04:11Z
88	autojump	10045	498	Python	156	A cd command that learns - easily navigate directories from the command line	2019-07-27T10:21:28Z
89	matplotlib	9965	4433	Python	1471	matplotlib: plotting with Python	2019-08-31T00:34:08Z
90	examples	9920	4615	Python	190	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2019-08-30T16:31:18Z
91	neural-networks-and-deep-learning	9878	4783	Python	6	Code samples for my book "Neural Networks and Deep Learning"	2019-05-09T10:58:46Z
92	FastPhotoStyle	9812	977	Python	42	Style transfer, deep learning, feature transform	2019-05-14T09:40:36Z
93	kivy	9782	2183	Python	657	Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS	2019-08-29T14:07:50Z
94	gensim	9757	3530	Python	254	Topic Modelling for Humans	2019-08-28T21:18:18Z
95	dash	9751	983	Python	194	Analytical Web Apps for Python & R. No JavaScript Required.	2019-08-30T18:44:14Z
96	yapf	9673	660	Python	234	A formatter for Python files	2019-08-13T22:05:50Z
97	ChromeAppHeroes	9648	825	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~	2019-08-22T01:50:14Z
98	Zappa	9610	1046	Python	586	Serverless Python	2019-08-28T16:05:52Z
99	inter	9474	189	Python	31	The Inter font family	2019-08-07T04:31:07Z
100	neural-enhance	9468	1046	Python	126	Super Resolution for images using deep learning.	2018-01-25T05:01:58Z