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	70863	13863	Python	478	A curated list of awesome Python frameworks, libraries, software and resources	2019-08-08T10:12:58Z
2	system-design-primer	70456	11068	Python	104	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-08-08T08:32:25Z
3	public-apis	59787	6380	Python	61	A collective list of free APIs for use in software and web development.	2019-08-02T17:37:29Z
4	models	56268	35192	Python	1803	Models and examples built with TensorFlow	2019-08-08T05:20:52Z
5	youtube-dl	53916	9361	Python	2915	Command-line program to download videos from YouTube.com and other video sites	2019-08-08T00:55:49Z
6	flask	45777	12787	Python	20	The Python micro framework for building web applications.	2019-08-07T21:16:22Z
7	thefuck	45339	2244	Python	170	Magnificent app which corrects your previous console command.	2019-08-05T06:58:15Z
8	keras	43311	16486	Python	2502	Deep Learning for humans	2019-08-06T14:24:47Z
9	django	43252	18607	Python	224	The Web framework for perfectionists with deadlines.	2019-08-08T04:31:57Z
10	httpie	42579	2806	Python	162	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	2019-08-01T13:39:49Z
11	awesome-machine-learning	41185	10379	Python	2	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-07-25T19:05:54Z
12	requests	39693	7217	Python	250	Python HTTP Requests for Humans™ ✨🍰✨	2019-08-06T08:18:07Z
13	ansible	38749	16307	Python	6036	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/	2019-08-08T10:52:59Z
14	scikit-learn	36500	17897	Python	1866	scikit-learn: machine learning in Python	2019-08-08T09:44:46Z
15	scrapy	33907	7953	Python	762	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-08-08T08:49:10Z
16	big-list-of-naughty-strings	32926	1407	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
17	shadowsocks	30983	18884	Python	448	None	2019-06-14T03:17:23Z
18	XX-Net	28409	7658	Python	7412	a web proxy tool	2019-07-25T02:00:32Z
19	face_recognition	26754	7166	Python	358	The world's simplest facial recognition api for Python and the command line	2019-08-07T22:10:08Z
20	you-get	26289	5260	Python	318	⏬ Dumb downloader that scrapes the web	2019-08-05T17:52:44Z
21	cpython	25915	11036	Python	1074	The Python programming language	2019-08-08T08:57:11Z
22	home-assistant	25686	7457	Python	878	🏡 Open source home automation that puts local control and privacy first	2019-08-08T10:56:05Z
23	Algorithm_Interview_Notes-Chinese	25631	7902	Python	29	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
24	certbot	25445	2641	Python	558	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.	2019-08-08T00:44:21Z
25	100-Days-Of-ML-Code	24820	5948	Python	44	100 Days of ML Coding	2019-06-08T14:57:19Z
26	CppCoreGuidelines	23783	3115	Python	129	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-08-07T20:28:53Z
27	Deep-Learning-Papers-Reading-Roadmap	23687	5384	Python	74	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
28	tldr	23151	1723	Python	89	📚 Simplified and community-driven man pages	2019-08-08T00:01:02Z
29	sentry	21694	2501	Python	916	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-08-08T01:26:38Z
30	python-patterns	21580	4656	Python	9	A collection of design patterns/idioms in Python	2019-06-04T18:49:48Z
31	faceswap	21555	7150	Python	13	Deepfakes Software For All	2019-08-07T23:44:56Z
32	Detectron	21403	4631	Python	262	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-07-25T13:24:06Z
33	pandas	20708	8174	Python	3160	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-08-08T11:00:58Z
34	linux-insides	20006	2159	Python	32	A little bit about a linux kernel	2019-08-05T02:34:11Z
35	jieba	19639	5073	Python	485	结巴中文分词	2019-07-20T06:48:03Z
36	YouCompleteMe	19536	2221	Python	59	A code-completion engine for Vim	2019-08-03T20:48:58Z
37	ItChat	18214	4203	Python	199	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
38	localstack	18162	1287	Python	452	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-08-08T09:35:08Z
39	tornado	18124	5024	Python	171	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-08-06T16:26:42Z
40	pipenv	17948	1324	Python	284	Python Development Workflow for Humans.	2019-08-07T09:46:21Z
41	AiLearning	17932	6356	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
42	interactive-coding-challenges	17781	2647	Python	43	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-05-17T09:22:54Z
43	gym	17677	4812	Python	175	A toolkit for developing and comparing reinforcement learning algorithms.	2019-08-02T15:49:24Z
44	bert	17260	4385	Python	454	TensorFlow code and pre-trained models for BERT	2019-08-02T02:39:51Z
45	cheat.sh	17131	820	Python	43	the only cheat sheet you need	2019-08-06T07:29:28Z
46	compose	16959	2617	Python	519	Define and run multi-container applications with Docker	2019-08-07T15:43:49Z
47	data-science-ipython-notebooks	16154	4960	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
48	interview_internal_reference	16065	4306	Python	8	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。	2019-08-07T03:18:48Z
49	mitmproxy	15888	2039	Python	278	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-08-01T12:35:03Z
50	algorithms	15567	2956	Python	54	Minimal examples of data structures and algorithms in Python	2019-07-29T19:48:38Z
51	wtfpython	15518	1484	Python	18	A collection of surprising Python snippets and lesser-known features.	2019-08-04T07:26:25Z
52	reddit	15061	2765	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
53	macOS-Security-and-Privacy-Guide	15040	1055	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
54	django-rest-framework	14980	4407	Python	181	Web APIs for Django. ⚡️	2019-08-07T20:09:28Z
55	sqlmap	14828	3231	Python	45	Automatic SQL injection and database takeover tool	2019-08-06T00:54:27Z
56	python-fire	14682	872	Python	47	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-08-05T22:39:00Z
57	HelloGitHub	14497	1590	Python	29	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-07-30T14:00:11Z
58	ZeroNet	14256	1841	Python	583	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-08-07T12:13:13Z
59	spaCy	14096	2449	Python	182	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-08-08T09:21:08Z
60	algo	14035	1236	Python	43	Set up a personal VPN in the cloud	2019-07-31T15:47:12Z
61	glances	13940	950	Python	122	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-08-01T07:19:13Z
62	wechat_jump_game	13914	4674	Python	25	微信《跳一跳》Python 辅助	2018-08-03T00:44:49Z
63	ipython	13701	3858	Python	1196	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-08-01T17:39:38Z
64	magenta	13667	2722	Python	208	Magenta: Music and Art Generation with Machine Intelligence	2019-08-07T10:41:33Z
65	pyspider	13487	3309	Python	242	A Powerful Spider(Web Crawler) System in Python.	2019-07-17T09:46:43Z
66	redash	13428	2238	Python	458	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-08-08T10:13:12Z
67	Mask_RCNN	13405	6000	Python	1035	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-08-03T07:32:42Z
68	airflow	13402	4926	Python	314	Apache Airflow	2019-08-08T10:46:11Z
69	hosts	13176	1163	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.	2019-08-06T17:23:07Z
70	celery	13120	3361	Python	339	Distributed Task Queue (development branch)	2019-08-08T08:21:43Z
71	TensorFlow-Course	12866	2498	Python	1	Simple and ready-to-use tutorials for TensorFlow	2019-05-16T05:36:38Z
72	pytorch-tutorial	12745	3958	Python	50	PyTorch Tutorial for Deep Learning Researchers	2019-07-12T13:02:07Z
73	sanic	12561	1182	Python	51	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-08-06T15:33:11Z
74	PySnooper	12342	761	Python	16	Never use print for debugging again	2019-08-01T14:35:53Z
75	manim	12286	1390	Python	89	Animation engine for explanatory math videos	2019-08-07T09:27:50Z
76	Python	12191	6712	Python	83	My Python Examples	2019-07-27T09:46:40Z
77	bitcoinbook	12139	3532	Python	79	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-07-24T16:35:41Z
78	luigi	12020	1983	Python	46	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.	2019-08-08T01:42:02Z
79	black	11917	607	Python	195	The uncompromising Python code formatter	2019-08-06T01:04:17Z
80	ML-From-Scratch	11805	2154	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
81	fabric	11536	1737	Python	349	Simple, Pythonic remote execution and deployment.	2019-08-06T23:12:12Z
82	NLP-progress	11479	1913	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.	2019-08-08T08:05:48Z
83	Awesome-Linux-Software	11406	1064	Python	10	A list of awesome applications, software, tools and other materials for Linux distros.	2019-08-01T16:39:04Z
84	nginx-proxy	11334	2098	Python	542	Automated nginx proxy for Docker containers using docker-gen	2019-08-08T09:09:45Z
85	funNLP	11323	3228	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。	2019-08-03T11:58:39Z
86	bokeh	11159	2807	Python	421	Interactive Data Visualization in the browser, from Python	2019-08-08T08:47:59Z
87	tqdm	11079	583	Python	216	A Fast, Extensible Progress Bar for Python and CLI	2019-08-07T16:12:56Z
88	material-theme	10944	788	Python	5	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-07-11T00:28:54Z
89	d2l-zh	10846	2783	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。	2019-08-06T02:53:50Z
90	locust	10641	1536	Python	183	Scalable user load testing tool written in Python	2019-08-06T23:53:02Z
91	powerline	10600	821	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
92	awesome-algorithm	10521	2153	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
93	pytorch-transformers	10489	2565	Python	190	👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)	2019-08-07T21:43:54Z
94	pix2code	10366	1072	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
95	zulip	10237	3144	Python	1334	Zulip server - powerful open source team chat	2019-08-08T10:03:02Z
96	salt	10147	4608	Python	2701	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-08-08T09:33:56Z
97	requests-html	10033	614	Python	66	Pythonic HTML Parsing for Humans™	2019-08-02T14:00:48Z
98	cookiecutter	10004	1097	Python	203	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-08-08T10:27:54Z
99	autojump	9941	493	Python	156	A cd command that learns - easily navigate directories from the command line	2019-07-27T10:21:28Z
100	FastPhotoStyle	9774	961	Python	42	Style transfer, deep learning, feature transform	2019-05-14T09:40:36Z