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	70113	13684	Python	468	A curated list of awesome Python frameworks, libraries, software and resources	2019-07-17T01:49:35Z
2	models	55467	34572	Python	1761	Models and examples built with TensorFlow	2019-07-19T02:47:52Z
3	flask	45392	12725	Python	18	The Python micro framework for building web applications.	2019-07-18T05:14:32Z
4	django	42813	18423	Python	214	The Web framework for perfectionists with deadlines.	2019-07-18T20:15:22Z
5	keras	42789	16296	Python	2476	Deep Learning for humans	2019-07-18T14:21:25Z
6	httpie	42351	2789	Python	161	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	2019-07-18T05:17:53Z
7	requests	39406	7191	Python	247	Python HTTP Requests for Humans™ ✨🍰✨	2019-07-15T17:40:30Z
8	shadowsocks	30821	18799	Python	448	None	2019-06-14T03:17:23Z
9	XX-Net	28268	7639	Python	7507	a web proxy tool	2019-07-15T10:24:42Z
10	you-get	25812	5156	Python	321	⏬ Dumb downloader that scrapes the web	2019-07-16T07:12:50Z
11	face_recognition	25636	6882	Python	344	The world's simplest facial recognition api for Python and the command line	2019-07-09T11:36:10Z
12	cpython	25477	10705	Python	1019	The Python programming language	2019-07-19T02:21:21Z
13	certbot	25357	2631	Python	549	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.	2019-07-18T22:44:02Z
14	home-assistant	25237	7284	Python	899	🏡 Open source home automation that puts local control and privacy first	2019-07-19T01:34:04Z
15	Algorithm_Interview_Notes-Chinese	24603	7586	Python	26	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	2019-05-24T08:16:55Z
16	100-Days-Of-ML-Code	24395	5784	Python	44	100 Days of ML Coding	2019-06-08T14:57:19Z
17	Deep-Learning-Papers-Reading-Roadmap	23504	5342	Python	75	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
18	sentry	21502	2465	Python	905	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-07-19T02:38:41Z
19	linux-insides	19909	2138	Python	31	A little bit about a linux kernel	2019-07-14T17:49:45Z
20	YouCompleteMe	19390	2191	Python	50	A code-completion engine for Vim	2019-07-15T21:06:03Z
21	jieba	19386	5030	Python	482	结巴中文分词	2019-07-04T15:39:46Z
22	tornado	18024	4995	Python	166	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-07-17T21:52:36Z
23	ItChat	17978	4156	Python	193	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。	2019-07-16T04:19:48Z
24	localstack	17839	1253	Python	448	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-07-18T20:01:57Z
25	pipenv	17728	1306	Python	275	Python Development Workflow for Humans.	2019-07-18T16:23:01Z
26	interactive-coding-challenges	17601	2613	Python	42	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-05-17T09:22:54Z
27	gym	17467	4736	Python	172	A toolkit for developing and comparing reinforcement learning algorithms.	2019-07-18T10:35:06Z
28	AiLearning	17100	6047	Python	26	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-07-03T11:28:47Z
29	cheat.sh	16794	806	Python	41	the only cheat sheet you need	2019-07-13T18:34:37Z
30	bert	16749	4183	Python	441	TensorFlow code and pre-trained models for BERT	2019-07-18T11:32:55Z
31	compose	16740	2575	Python	502	Define and run multi-container applications with Docker	2019-07-18T09:10:56Z
32	algorithms	15424	2908	Python	54	Minimal examples of data structures and algorithms in Python	2019-07-03T22:43:56Z
33	wtfpython	15240	1442	Python	17	A collection of surprising Python snippets and lesser-known features.	2019-07-13T17:11:41Z
34	macOS-Security-and-Privacy-Guide	14946	1049	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
35	sqlmap	14658	3175	Python	42	Automatic SQL injection and database takeover tool	2019-07-18T18:32:10Z
36	chinese-poetry	14644	2573	Python	28	最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。	2019-06-17T01:21:51Z
37	HelloGitHub	14193	1555	Python	47	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-07-17T02:51:34Z
38	ZeroNet	14083	1820	Python	567	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-07-18T01:34:17Z
39	glances	13834	943	Python	108	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-07-17T15:54:22Z
40	ipython	13663	3845	Python	1191	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-07-16T01:55:37Z
41	redash	13176	2185	Python	460	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-07-18T23:49:46Z
42	airflow	13102	4794	Python	310	Apache Airflow	2019-07-18T22:02:12Z
43	hosts	13076	1150	Python	52	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.	2019-07-15T21:10:36Z
44	sanic	12422	1164	Python	40	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-07-16T00:37:50Z
45	pytorch-tutorial	12400	3816	Python	48	PyTorch Tutorial for Deep Learning Researchers	2019-07-12T13:02:07Z
46	PySnooper	12185	749	Python	13	Never use print for debugging again	2019-07-17T06:33:17Z
47	bitcoinbook	12065	3505	Python	77	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-06-29T05:14:47Z
48	ML-From-Scratch	11717	2131	Python	12	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.	2019-07-11T16:20:06Z
49	manim	11495	1301	Python	86	Animation engine for explanatory math videos	2019-07-18T01:02:01Z
50	fabric	11465	1732	Python	348	Simple, Pythonic remote execution and deployment.	2019-07-08T06:26:26Z
51	black	11445	584	Python	180	The uncompromising Python code formatter	2019-07-18T12:35:14Z
52	Awesome-Linux-Software	11328	1058	Python	15	A list of awesome applications, software, tools and other materials for Linux distros.	2019-07-06T12:05:43Z
53	NLP-progress	11225	1858	Python	18	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.	2019-07-17T18:11:19Z
54	material-theme	10921	791	Python	5	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-07-11T00:28:54Z
55	awesome-algorithm	10588	2150	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
56	d2l-zh	10540	2690	Python	3	《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（STAT 157）”教材。	2019-07-18T23:44:21Z
57	powerline	10533	814	Python	175	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
58	funNLP	10510	2950	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。	2019-07-18T08:07:13Z
59	pix2code	10329	1068	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
60	zulip	10118	3114	Python	1337	Zulip server - powerful open source team chat	2019-07-19T02:46:29Z
61	cookiecutter	9901	1087	Python	204	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-07-17T00:49:48Z
62	requests-html	9891	598	Python	62	Pythonic HTML Parsing for Humans™	2019-05-31T17:23:28Z
63	autojump	9854	486	Python	154	A cd command that learns - easily navigate directories from the command line	2019-07-15T15:15:30Z
64	neural-networks-and-deep-learning	9567	4654	Python	6	Code samples for my book "Neural Networks and Deep Learning"	2019-05-09T10:58:46Z
65	kivy	9549	2133	Python	643	Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS	2019-07-18T16:38:12Z
66	yapf	9493	651	Python	230	A formatter for Python files	2019-07-16T21:38:52Z
67	game-programmer	9185	1103	Python	17	A Study Path for Game Programmer	2019-04-30T01:30:36Z
68	neural-doodle	9165	827	Python	49	Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)	2019-04-11T05:05:51Z
69	zipline	9165	2804	Python	310	Zipline, a Pythonic Algorithmic Trading Library	2019-07-18T20:02:32Z
70	inter	9055	181	Python	21	The Inter font family	2019-07-19T01:53:58Z
71	sshuttle	8995	672	Python	22	Wrong project! You should head over to http://github.com/sshuttle/sshuttle	2018-02-15T13:16:12Z
72	magic-wormhole	8952	343	Python	94	get things from one computer to another, safely	2019-07-15T00:55:05Z
73	RocAlphaGo	8933	2484	Python	30	An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.	2018-06-09T13:55:11Z
74	pelican	8918	1582	Python	144	Static site generator that supports Markdown and reST syntax. Powered by Python.	2019-07-14T15:45:59Z
75	prophet	8865	2168	Python	88	Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.	2019-07-17T19:23:52Z
76	Theano	8841	2494	Python	656	Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.	2019-06-01T05:33:19Z
77	mackup	8812	698	Python	281	Keep your application settings in sync (OS X/Linux)	2019-07-14T01:13:53Z
78	awesome-python-login-model	8783	1687	Python	53	😮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🌟	2019-07-17T09:27:32Z
79	beets	8770	1520	Python	612	music library manager and MusicBrainz tagger	2019-07-19T00:24:22Z
80	stanford-tensorflow-tutorials	8735	4025	Python	80	This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.	2019-03-02T17:44:57Z
81	ChatterBot	8639	3024	Python	98	ChatterBot is a machine learning, conversational dialog engine for creating chat bots	2019-07-18T23:16:50Z
82	facenet	8611	3558	Python	408	Face recognition using Tensorflow	2019-07-02T11:47:58Z
83	PayloadsAllTheThings	8471	2650	Python	0	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2019-07-17T21:18:04Z
84	newspaper	8374	1396	Python	301	News, full-text, and article metadata extraction in Python 3. Advanced docs:	2019-06-10T15:13:24Z
85	speedtest-cli	8346	1175	Python	25	Command line interface for testing internet bandwidth using speedtest.net	2019-07-18T08:32:56Z
86	InstaPy	8296	2278	Python	181	📷 Instagram Bot - Tool for automated Instagram interactions	2019-07-18T15:34:18Z
87	mailinabox	8260	880	Python	248	Mail-in-a-Box helps individuals take back control of their email by defining a one-click, easy-to-deploy SMTP+everything else server: a mail server in a box.	2019-07-16T17:43:37Z
88	faker	8149	951	Python	83	Faker is a Python package that generates fake data for you.	2019-07-16T20:54:16Z
89	jupyter	8135	1905	Python	141	Jupyter metapackage for installation, docs and chat	2019-07-17T01:47:06Z
90	fast-style-transfer	8109	1954	Python	51	TensorFlow CNN for fast style transfer ⚡🖥🎨🖼	2019-04-08T23:50:42Z
91	termtosvg	8061	289	Python	7	Record terminal sessions as SVG animations	2019-07-13T09:30:04Z
92	baselines	8034	2590	Python	337	OpenAI Baselines: high-quality implementations of reinforcement learning algorithms	2019-07-09T07:28:14Z
93	pgcli	8023	367	Python	101	Postgres CLI with autocompletion and syntax highlighting	2019-07-14T03:08:11Z
94	python-spider	8016	3154	Python	2	:rainbow:Python3网络爬虫实战：VIP视频破解助手；GEETEST验证码破解；小说、动漫下载；手机APP爬取；财务报表入库；火车票抢票；抖音APP视频下载；百万英雄辅助；网易云音乐下载；B站视频和弹幕下载；京东晒单图下载	2019-03-04T04:55:48Z
95	python-telegram-bot	7988	1638	Python	76	We have made you a wrapper you can't refuse	2019-07-13T14:07:29Z
96	mkdocs	7975	1203	Python	94	Project documentation with Markdown.	2019-06-23T22:58:12Z
97	ray	7966	1104	Python	767	A fast and simple framework for building and running distributed applications.	2019-07-19T02:35:20Z
98	tushare	7951	3233	Python	195	TuShare is a utility for crawling historical data of China stocks	2019-07-05T04:41:35Z
99	click	7821	778	Python	211	Python composable command line interface toolkit	2019-07-18T04:35:07Z
100	httpbin	7752	1156	Python	79	HTTP Request & Response Service, written in Python + Flask.	2019-07-09T21:10:03Z