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	70071	13676	Python	468	A curated list of awesome Python frameworks, libraries, software and resources	2019-07-17T01:49:35Z
2	system-design-primer	69264	10780	Python	101	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-07-13T12:42:44Z
3	public-apis	59103	6245	Python	63	A collective list of free APIs for use in software and web development.	2019-07-16T11:23:47Z
4	models	55418	34537	Python	1758	Models and examples built with TensorFlow	2019-07-17T21:09:29Z
5	youtube-dl	52871	9215	Python	2884	Command-line program to download videos from YouTube.com and other video sites	2019-07-17T19:27:52Z
6	flask	45365	12720	Python	17	The Python micro framework for building web applications.	2019-07-10T19:45:42Z
7	thefuck	44848	2223	Python	162	Magnificent app which corrects your previous console command.	2019-07-12T11:23:25Z
8	django	42790	18420	Python	215	The Web framework for perfectionists with deadlines.	2019-07-17T18:21:36Z
9	keras	42760	16284	Python	2470	Deep Learning for humans	2019-07-17T23:36:24Z
10	httpie	42338	2786	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
11	awesome-machine-learning	40861	10268	Python	2	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-07-13T23:43:54Z
12	requests	39380	7190	Python	246	Python HTTP Requests for Humans™ ✨🍰✨	2019-07-15T17:40:30Z
13	ansible	38387	16101	Python	5845	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/	2019-07-18T03:00:30Z
14	scikit-learn	36128	17711	Python	1963	scikit-learn: machine learning in Python	2019-07-18T02:18:56Z
15	scrapy	33628	7905	Python	753	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-07-18T00:57:56Z
16	big-list-of-naughty-strings	32833	1399	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	30812	18797	Python	448	None	2019-06-14T03:17:23Z
18	XX-Net	28256	7640	Python	7507	a web proxy tool	2019-07-15T10:24:42Z
19	you-get	25790	5151	Python	321	⏬ Dumb downloader that scrapes the web	2019-07-16T07:12:50Z
20	face_recognition	25606	6875	Python	345	The world's simplest facial recognition api for Python and the command line	2019-07-09T11:36:10Z
21	cpython	25458	10681	Python	1008	The Python programming language	2019-07-18T02:02:26Z
22	certbot	25355	2630	Python	555	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.	2019-07-18T00:49:51Z
23	home-assistant	25169	7275	Python	879	🏡 Open source home automation that puts local control and privacy first	2019-07-18T02:53:10Z
24	Algorithm_Interview_Notes-Chinese	24578	7575	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
25	100-Days-Of-ML-Code	24376	5773	Python	44	100 Days of ML Coding	2019-06-08T14:57:19Z
26	CppCoreGuidelines	23528	3052	Python	137	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-07-09T21:07:34Z
27	Deep-Learning-Papers-Reading-Roadmap	23496	5343	Python	75	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
28	tldr	23008	1716	Python	90	📚 Simplified and community-driven man pages	2019-07-17T20:50:25Z
29	sentry	21492	2462	Python	910	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-07-18T02:39:12Z
30	python-patterns	21285	4597	Python	10	A collection of design patterns/idioms in Python	2019-06-04T18:49:48Z
31	Detectron	21092	4561	Python	253	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-05-31T18:21:06Z
32	faceswap	20859	6942	Python	6	Deepfakes Software For All	2019-07-17T23:26:29Z
33	pandas	20381	8056	Python	3078	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-07-18T02:51:44Z
34	linux-insides	19909	2137	Python	31	A little bit about a linux kernel	2019-07-14T17:49:45Z
35	YouCompleteMe	19382	2188	Python	50	A code-completion engine for Vim	2019-07-15T21:06:03Z
36	jieba	19370	5026	Python	482	结巴中文分词	2019-07-04T15:39:46Z
37	tornado	18022	4996	Python	166	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-07-17T21:52:36Z
38	ItChat	17959	4153	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
39	localstack	17819	1252	Python	451	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-07-17T23:49:43Z
40	pipenv	17719	1305	Python	275	Python Development Workflow for Humans.	2019-07-17T13:24:17Z
41	interactive-coding-challenges	17592	2612	Python	42	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-05-17T09:22:54Z
42	gym	17452	4731	Python	171	A toolkit for developing and comparing reinforcement learning algorithms.	2019-07-16T17:30:59Z
43	AiLearning	17048	6024	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
44	cheat.sh	16786	805	Python	40	the only cheat sheet you need	2019-07-13T18:34:37Z
45	compose	16719	2573	Python	499	Define and run multi-container applications with Docker	2019-07-17T01:14:01Z
46	bert	16713	4177	Python	442	TensorFlow code and pre-trained models for BERT	2019-07-17T05:43:25Z
47	data-science-ipython-notebooks	16031	4906	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	mitmproxy	15631	2015	Python	258	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-07-18T01:15:09Z
49	algorithms	15414	2905	Python	54	Minimal examples of data structures and algorithms in Python	2019-07-03T22:43:56Z
50	wtfpython	15226	1444	Python	17	A collection of surprising Python snippets and lesser-known features.	2019-07-13T17:11:41Z
51	reddit	15053	2763	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
52	macOS-Security-and-Privacy-Guide	14945	1049	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
53	django-rest-framework	14770	4360	Python	175	Web APIs for Django. ⚡️	2019-07-17T18:51:43Z
54	sqlmap	14649	3170	Python	42	Automatic SQL injection and database takeover tool	2019-07-17T11:20:30Z
55	chinese-poetry	14561	2561	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
56	python-fire	14472	861	Python	57	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-07-11T16:56:24Z
57	HelloGitHub	14177	1552	Python	46	: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
58	ZeroNet	14077	1820	Python	567	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-07-18T01:34:17Z
59	wechat_jump_game	13923	4684	Python	25	微信《跳一跳》Python 辅助	2018-08-03T00:44:49Z
60	spaCy	13872	2393	Python	165	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-07-17T22:20:33Z
61	algo	13837	1215	Python	43	Set up a personal IPSEC VPN in the cloud	2019-07-16T07:40:21Z
62	glances	13830	944	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
63	ipython	13664	3844	Python	1193	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-07-16T01:55:37Z
64	magenta	13564	2689	Python	206	Magenta: Music and Art Generation with Machine Intelligence	2019-07-17T11:42:24Z
65	pyspider	13387	3294	Python	240	A Powerful Spider(Web Crawler) System in Python.	2019-07-17T09:46:43Z
66	redash	13167	2186	Python	462	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-07-17T23:42:39Z
67	Mask_RCNN	13081	5811	Python	1008	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-07-17T10:19:40Z
68	airflow	13081	4788	Python	307	Apache Airflow	2019-07-17T23:14:15Z
69	hosts	13069	1151	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
70	celery	12971	3337	Python	328	Distributed Task Queue (development branch)	2019-07-16T14:01:27Z
71	TensorFlow-Course	12635	2426	Python	1	Simple and ready-to-use tutorials for TensorFlow	2019-05-16T05:36:38Z
72	sanic	12411	1162	Python	40	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-07-16T00:37:50Z
73	pytorch-tutorial	12378	3810	Python	48	PyTorch Tutorial for Deep Learning Researchers	2019-07-12T13:02:07Z
74	PySnooper	12173	748	Python	13	Never use print for debugging again	2019-07-17T06:33:17Z
75	bitcoinbook	12064	3506	Python	77	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-06-29T05:14:47Z
76	luigi	11912	1967	Python	50	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.	2019-07-15T21:55:10Z
77	Python	11809	6582	Python	85	My Python Examples	2019-07-17T15:42:33Z
78	ML-From-Scratch	11711	2129	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
79	manim	11467	1301	Python	85	Animation engine for explanatory math videos	2019-07-18T01:02:01Z
80	fabric	11458	1733	Python	348	Simple, Pythonic remote execution and deployment.	2019-07-08T06:26:26Z
81	black	11421	584	Python	179	The uncompromising Python code formatter	2019-07-16T17:45:57Z
82	Awesome-Linux-Software	11327	1056	Python	15	A list of awesome applications, software, tools and other materials for Linux distros.	2019-07-06T12:05:43Z
83	nginx-proxy	11198	2069	Python	537	Automated nginx proxy for Docker containers using docker-gen	2019-07-08T19:47:17Z
84	NLP-progress	11196	1854	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
85	material-theme	10922	791	Python	5	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-07-11T00:28:54Z
86	bokeh	10902	2755	Python	409	Interactive Web Plotting for Python	2019-07-17T10:13:27Z
87	tqdm	10807	574	Python	205	A Fast, Extensible Progress Bar for Python and CLI	2019-07-14T14:28:13Z
88	awesome-algorithm	10593	2150	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
89	powerline	10529	813	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
90	d2l-zh	10505	2680	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
91	locust	10486	1508	Python	181	Scalable user load testing tool written in Python	2019-07-12T06:32:21Z
92	funNLP	10460	2933	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
93	pix2code	10325	1068	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
94	zulip	10114	3113	Python	1335	Zulip server - powerful open source team chat	2019-07-18T01:06:19Z
95	salt	10091	4596	Python	2622	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-07-17T23:13:55Z
96	cookiecutter	9897	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
97	requests-html	9875	598	Python	61	Pythonic HTML Parsing for Humans™	2019-05-31T17:23:28Z
98	autojump	9851	486	Python	154	A cd command that learns - easily navigate directories from the command line	2019-07-15T15:15:30Z
99	FastPhotoStyle	9731	948	Python	38	Style transfer, deep learning, feature transform	2019-05-14T09:40:36Z
100	matplotlib	9608	4319	Python	1491	matplotlib: plotting with Python	2019-07-18T02:42:08Z