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	69937	13631	Python	468	A curated list of awesome Python frameworks, libraries, software and resources	2019-07-09T05:18:13Z
2	system-design-primer	69076	10724	Python	101	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-07-13T12:42:44Z
3	models	55245	34423	Python	1738	Models and examples built with TensorFlow	2019-07-14T02:45:47Z
4	youtube-dl	52608	9177	Python	2902	Command-line program to download videos from YouTube.com and other video sites	2019-07-14T19:58:08Z
5	flask	45298	12708	Python	16	The Python micro framework for building web applications.	2019-07-10T19:45:42Z
6	thefuck	44780	2225	Python	162	Magnificent app which corrects your previous console command.	2019-07-12T11:23:25Z
7	django	42722	18396	Python	219	The Web framework for perfectionists with deadlines.	2019-07-14T23:53:11Z
8	keras	42661	16254	Python	2477	Deep Learning for humans	2019-07-14T17:18:56Z
9	httpie	42307	2781	Python	159	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	2019-06-24T10:36:17Z
10	requests	39324	7173	Python	246	Python HTTP Requests for Humans™ ✨🍰✨	2019-07-12T00:18:44Z
11	ansible	38321	16074	Python	5882	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/	2019-07-15T02:49:46Z
12	big-list-of-naughty-strings	32797	1396	Python	73	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
13	shadowsocks	30784	18782	Python	448	None	2019-06-14T03:17:23Z
14	XX-Net	28223	7628	Python	7553	a web proxy tool	2019-07-08T01:17:17Z
15	you-get	25705	5130	Python	317	⏬ Dumb downloader that scrapes the web	2019-07-14T04:11:31Z
16	face_recognition	25511	6848	Python	344	The world's simplest facial recognition api for Python and the command line	2019-07-09T11:36:10Z
17	cpython	25394	10631	Python	1000	The Python programming language	2019-07-14T23:49:53Z
18	certbot	25335	2619	Python	544	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.	2019-07-12T22:26:13Z
19	home-assistant	24914	7260	Python	892	🏡 Open source home automation that puts local control and privacy first	2019-07-15T00:45:37Z
20	Algorithm_Interview_Notes-Chinese	24474	7546	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
21	100-Days-Of-ML-Code	24308	5738	Python	43	100 Days of ML Coding	2019-06-08T14:57:19Z
22	Deep-Learning-Papers-Reading-Roadmap	23464	5340	Python	75	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
23	sentry	21451	2457	Python	904	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-07-15T02:30:29Z
24	Detectron	21038	4539	Python	252	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-05-31T18:21:06Z
25	pandas	20326	8038	Python	3073	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-07-15T02:56:16Z
26	linux-insides	19898	2134	Python	30	A little bit about a linux kernel	2019-07-14T17:49:45Z
27	YouCompleteMe	19358	2177	Python	50	A code-completion engine for Vim	2019-07-14T19:35:56Z
28	jieba	19302	5014	Python	482	结巴中文分词	2019-07-04T15:39:46Z
29	tornado	18003	4987	Python	165	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-06-30T05:54:10Z
30	ItChat	17899	4139	Python	192	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。	2019-06-30T06:59:17Z
31	localstack	17756	1246	Python	447	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-07-14T23:21:50Z
32	pipenv	17690	1304	Python	301	Python Development Workflow for Humans.	2019-07-15T02:01:13Z
33	interactive-coding-challenges	17568	2605	Python	42	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-05-17T09:22:54Z
34	gym	17411	4718	Python	169	A toolkit for developing and comparing reinforcement learning algorithms.	2019-07-14T19:39:41Z
35	AiLearning	16834	5947	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
36	cheat.sh	16745	802	Python	40	the only cheat sheet you need	2019-07-13T18:34:37Z
37	compose	16685	2569	Python	501	Define and run multi-container applications with Docker	2019-07-13T19:31:24Z
38	bert	16596	4127	Python	432	TensorFlow code and pre-trained models for BERT	2019-07-13T09:58:59Z
39	algorithms	15399	2897	Python	54	Minimal examples of data structures and algorithms in Python	2019-07-03T22:43:56Z
40	wtfpython	15185	1442	Python	17	A collection of surprising Python snippets and lesser-known features.	2019-07-13T17:11:41Z
41	reddit	15048	2764	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
42	macOS-Security-and-Privacy-Guide	14938	1048	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
43	source-code-pro	14772	1233	Python	40	Monospaced font family for user interface and coding environments	2019-07-15T00:05:09Z
44	django-rest-framework	14722	4344	Python	175	Web APIs for Django. ⚡️	2019-07-13T13:45:53Z
45	sqlmap	14625	3162	Python	40	Automatic SQL injection and database takeover tool	2019-07-12T12:19:30Z
46	chinese-poetry	14473	2545	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
47	python-fire	14447	858	Python	57	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-07-11T16:56:24Z
48	HelloGitHub	14129	1541	Python	44	:octocat: 分享 GitHub 上有趣、入门级的开源项目	2019-07-14T09:51:00Z
49	ZeroNet	14066	1819	Python	567	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-07-10T17:08:56Z
50	wechat_jump_game	13927	4686	Python	25	微信《跳一跳》Python 辅助	2018-08-03T00:44:49Z
51	spaCy	13841	2384	Python	160	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-07-15T00:46:13Z
52	glances	13817	941	Python	115	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-07-14T22:40:35Z
53	algo	13812	1214	Python	41	Set up a personal IPSEC VPN in the cloud	2019-07-14T11:00:16Z
54	ipython	13660	3841	Python	1196	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-07-15T02:03:10Z
55	magenta	13547	2681	Python	205	Magenta: Music and Art Generation with Machine Intelligence	2019-07-12T19:33:56Z
56	pyspider	13367	3289	Python	239	A Powerful Spider(Web Crawler) System in Python.	2019-06-18T16:10:44Z
57	redash	13145	2181	Python	464	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-07-14T16:07:23Z
58	hosts	13044	1148	Python	56	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.	2019-07-13T19:06:47Z
59	airflow	13027	4756	Python	308	Apache Airflow	2019-07-15T02:04:01Z
60	celery	12948	3335	Python	325	Distributed Task Queue (development branch)	2019-07-14T14:36:45Z
61	TensorFlow-Course	12602	2413	Python	1	Simple and ready-to-use tutorials for TensorFlow	2019-05-16T05:36:38Z
62	sanic	12395	1157	Python	40	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-07-14T08:56:47Z
63	pytorch-tutorial	12317	3788	Python	48	PyTorch Tutorial for Deep Learning Researchers	2019-07-12T13:02:07Z
64	PySnooper	12133	746	Python	11	Never use print for debugging again	2019-07-11T17:31:00Z
65	bitcoinbook	12050	3502	Python	77	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-06-29T05:14:47Z
66	luigi	11891	1964	Python	48	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.	2019-07-12T21:43:14Z
67	Python	11772	6570	Python	83	My Python Examples	2019-07-14T09:18:08Z
68	ML-From-Scratch	11697	2126	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
69	fabric	11447	1732	Python	348	Simple, Pythonic remote execution and deployment.	2019-07-08T06:26:26Z
70	manim	11387	1295	Python	81	Animation engine for explanatory math videos	2019-07-14T05:28:01Z
71	black	11357	580	Python	178	The uncompromising Python code formatter	2019-07-03T18:42:01Z
72	Awesome-Linux-Software	11315	1055	Python	15	A list of awesome applications, software, tools and other materials for Linux distros.	2019-07-06T12:05:43Z
73	NLP-progress	11136	1837	Python	19	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.	2019-07-14T21:09:00Z
74	material-theme	10921	790	Python	5	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-07-11T00:28:54Z
75	awesome-algorithm	10589	2136	Python	3	项目暂时冻结，本周会给大家一个答复	2019-06-30T02:18:30Z
76	powerline	10514	812	Python	174	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
77	locust	10453	1502	Python	180	Scalable user load testing tool written in Python	2019-07-12T06:32:21Z
78	d2l-zh	10360	2630	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。	2019-07-12T19:06:52Z
79	pix2code	10320	1066	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
80	funNLP	10290	2870	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。	2019-07-14T19:52:59Z
81	zulip	10096	3110	Python	1340	Zulip server - powerful open source team chat	2019-07-15T02:34:39Z
82	salt	10088	4596	Python	2592	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-07-15T01:38:59Z
83	cookiecutter	9875	1086	Python	202	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-07-13T08:02:57Z
84	requests-html	9849	598	Python	60	Pythonic HTML Parsing for Humans™	2019-05-31T17:23:28Z
85	autojump	9837	485	Python	153	A cd command that learns - easily navigate directories from the command line	2019-05-31T07:43:20Z
86	FastPhotoStyle	9724	946	Python	37	Style transfer, deep learning, feature transform	2019-05-14T09:40:36Z
87	matplotlib	9590	4314	Python	1525	matplotlib: plotting with Python	2019-07-14T21:45:54Z
88	neural-networks-and-deep-learning	9537	4654	Python	6	Code samples for my book "Neural Networks and Deep Learning"	2019-05-09T10:58:46Z
89	kivy	9529	2125	Python	636	Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS	2019-07-14T05:34:12Z
90	gensim	9525	3472	Python	242	Topic Modelling for Humans	2019-07-09T00:37:51Z
91	yapf	9470	651	Python	232	A formatter for Python files	2019-07-12T07:35:09Z
92	Zappa	9401	1016	Python	567	Serverless Python	2019-07-06T01:34:42Z
93	game-programmer	9162	1101	Python	17	A Study Path for Game Programmer	2019-04-30T01:30:36Z
94	tflearn	9161	2315	Python	557	Deep learning library featuring a higher-level API for TensorFlow.	2019-04-12T10:05:38Z
95	neural-doodle	9160	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
96	zipline	9149	2797	Python	310	Zipline, a Pythonic Algorithmic Trading Library	2019-07-15T00:55:33Z
97	inter	9044	179	Python	24	The Inter font family	2019-07-14T07:18:45Z
98	sshuttle	8997	672	Python	22	Wrong project! You should head over to http://github.com/sshuttle/sshuttle	2018-02-15T13:16:12Z
99	wxpy	8935	1616	Python	275	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-07-14T17:59:47Z
100	RocAlphaGo	8930	2482	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