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	69359	13516	Python	462	A curated list of awesome Python frameworks, libraries, software and resources	2019-06-29T20:53:00Z
2	system-design-primer	68316	10524	Python	96	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-06-30T19:18:16Z
3	public-apis	58536	6141	Python	72	A collective list of free APIs for use in software and web development.	2019-06-20T13:53:24Z
4	models	54657	34011	Python	1700	Models and examples built with TensorFlow	2019-06-29T03:47:31Z
5	youtube-dl	52075	9062	Python	2910	Command-line program to download videos from YouTube.com and other video sites	2019-06-30T21:59:25Z
6	flask	45032	12657	Python	18	The Python micro framework for building web applications.	2019-06-30T09:08:02Z
7	thefuck	44536	2221	Python	161	Magnificent app which corrects your previous console command.	2019-06-26T18:38:50Z
8	django	42473	18270	Python	230	The Web framework for perfectionists with deadlines.	2019-07-01T00:21:49Z
9	keras	42310	16124	Python	2445	Deep Learning for humans	2019-06-30T08:01:29Z
10	httpie	42138	2768	Python	158	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	40577	10190	Python	2	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-06-25T14:25:26Z
12	requests	39166	7143	Python	240	Python HTTP Requests for Humans™ ✨🍰✨	2019-06-26T19:21:20Z
13	ansible	38007	15928	Python	5783	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/	2019-07-01T02:22:05Z
14	scikit-learn	35855	17548	Python	1940	scikit-learn: machine learning in Python	2019-07-01T01:29:15Z
15	scrapy	33427	7862	Python	815	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-06-27T13:59:56Z
16	big-list-of-naughty-strings	32587	1381	Python	72	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.	2019-03-03T04:08:47Z
17	shadowsocks	30659	18692	Python	448	None	2019-06-14T03:17:23Z
18	XX-Net	28111	7605	Python	7742	a web proxy tool	2019-06-19T08:09:48Z
19	you-get	25375	5063	Python	317	⏬ Dumb downloader that scrapes the web	2019-06-18T14:48:57Z
20	certbot	25281	2609	Python	535	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.	2019-06-30T16:28:58Z
21	cpython	25171	10448	Python	980	The Python programming language	2019-07-01T01:36:27Z
22	face_recognition	25162	6737	Python	337	The world's simplest facial recognition api for Python and the command line	2019-06-30T14:36:10Z
23	home-assistant	24515	7157	Python	1287	🏡 Open source home automation that puts local control and privacy first	2019-07-01T02:29:26Z
24	Algorithm_Interview_Notes-Chinese	24155	7418	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	23864	5606	Python	41	100 Days of ML Coding	2019-06-08T14:57:19Z
26	Deep-Learning-Papers-Reading-Roadmap	23321	5305	Python	75	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
27	CppCoreGuidelines	23309	3019	Python	130	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-06-30T20:30:41Z
28	tldr	22821	1691	Python	85	📚 Simplified and community-driven man pages	2019-06-30T22:52:56Z
29	sentry	21314	2435	Python	894	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-06-30T06:14:55Z
30	python-patterns	21044	4556	Python	9	A collection of design patterns/idioms in Python	2019-06-04T18:49:48Z
31	Detectron	20888	4488	Python	248	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-05-31T18:21:06Z
32	pandas	20133	7971	Python	3072	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-07-01T02:24:55Z
33	faceswap	20018	6658	Python	8	Non official project based on original /r/Deepfakes thread. Many thanks to him!	2019-06-30T22:50:27Z
34	linux-insides	19842	2124	Python	26	A little bit about a linux kernel	2019-05-30T23:45:08Z
35	YouCompleteMe	19277	2152	Python	52	A code-completion engine for Vim	2019-06-29T08:30:11Z
36	jieba	19108	4965	Python	483	结巴中文分词	2019-06-04T03:45:50Z
37	tornado	17948	4983	Python	161	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-06-30T05:54:10Z
38	localstack	17565	1220	Python	440	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-06-29T18:08:11Z
39	ItChat	17551	4063	Python	185	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
40	interactive-coding-challenges	17473	2581	Python	42	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-05-17T09:22:54Z
41	pipenv	17397	1287	Python	303	Python Development Workflow for Humans.	2019-06-28T07:53:33Z
42	gym	17260	4667	Python	179	A toolkit for developing and comparing reinforcement learning algorithms.	2019-06-30T19:21:59Z
43	cheat.sh	16623	804	Python	40	the only cheat sheet you need	2019-05-31T19:49:06Z
44	compose	16539	2537	Python	495	Define and run multi-container applications with Docker	2019-06-24T10:16:31Z
45	bert	16207	3983	Python	410	TensorFlow code and pre-trained models for BERT	2019-06-30T12:47:23Z
46	data-science-ipython-notebooks	15932	4863	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
47	AiLearning	15924	5617	Python	24	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-06-24T07:50:04Z
48	mitmproxy	15459	2004	Python	269	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-06-29T01:26:29Z
49	algorithms	15301	2862	Python	53	Minimal examples of data structures and algorithms in Python	2019-06-20T16:08:09Z
50	wtfpython	15048	1426	Python	16	A collection of surprising Python snippets and lesser-known features.	2019-06-28T05:03:21Z
51	reddit	15032	2756	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
52	macOS-Security-and-Privacy-Guide	14901	1041	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
53	source-code-pro	14710	1221	Python	37	Monospaced font family for user interface and coding environments	2019-06-10T07:39:30Z
54	sqlmap	14524	3140	Python	43	Automatic SQL injection and database takeover tool	2019-06-28T11:56:55Z
55	python-fire	14357	850	Python	56	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-06-27T18:51:41Z
56	chinese-poetry	14101	2471	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
57	ZeroNet	13990	1804	Python	583	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-06-30T14:47:05Z
58	wechat_jump_game	13915	4686	Python	25	微信《跳一跳》Python 辅助	2018-08-03T00:44:49Z
59	HelloGitHub	13864	1516	Python	30	:octocat: 分享 GitHub 上有趣、入门级的开源项目	2019-06-28T10:19:44Z
60	glances	13718	931	Python	114	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-06-20T18:50:00Z
61	ipython	13652	3835	Python	1193	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-06-29T18:11:05Z
62	algo	13620	1194	Python	49	Set up a personal IPSEC VPN in the cloud	2019-06-25T17:19:34Z
63	magenta	13456	2658	Python	202	Magenta: Music and Art Generation with Machine Intelligence	2019-06-28T13:57:30Z
64	redash	13021	2158	Python	470	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-07-01T02:08:45Z
65	hosts	12950	1141	Python	53	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.	2019-06-28T17:14:33Z
66	airflow	12851	4669	Python	297	Apache Airflow	2019-07-01T02:06:26Z
67	Mask_RCNN	12755	5652	Python	977	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-06-28T08:40:45Z
68	sanic	12316	1157	Python	39	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-06-27T05:56:22Z
69	pytorch-tutorial	12075	3702	Python	47	PyTorch Tutorial for Deep Learning Researchers	2019-05-12T21:44:06Z
70	bitcoinbook	11991	3484	Python	76	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-06-29T05:14:47Z
71	PySnooper	11776	731	Python	10	Never use print for debugging again	2019-06-25T14:16:11Z
72	ML-From-Scratch	11643	2099	Python	11	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.	2019-06-09T02:21:59Z
73	Python	11635	6503	Python	80	My Python Examples	2019-06-30T17:32:58Z
74	fabric	11399	1727	Python	344	Simple, Pythonic remote execution and deployment.	2019-06-21T16:34:47Z
75	Awesome-Linux-Software	11227	1044	Python	12	A list of awesome applications, software, tools and other materials for Linux distros.	2019-06-29T19:59:43Z
76	black	11145	565	Python	171	The uncompromising Python code formatter	2019-06-29T16:35:17Z
77	nginx-proxy	11083	2057	Python	533	Automated nginx proxy for Docker containers using docker-gen	2019-06-29T12:01:27Z
78	NLP-progress	10987	1792	Python	16	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.	2019-06-29T20:51:20Z
79	material-theme	10907	788	Python	4	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-06-20T21:25:40Z
80	manim	10809	1236	Python	75	Animation engine for explanatory math videos	2019-06-29T22:22:29Z
81	tqdm	10594	558	Python	201	A Fast, Extensible Progress Bar for Python and CLI	2019-06-26T23:27:00Z
82	awesome-algorithm	10553	2123	Python	3	Lisanaaa 小专栏	2019-06-30T02:18:30Z
83	powerline	10480	807	Python	172	Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.	2019-06-12T22:27:54Z
84	locust	10372	1491	Python	177	Scalable user load testing tool written in Python	2019-06-28T03:18:05Z
85	pix2code	10279	1059	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
86	zulip	10020	3095	Python	1350	Zulip server - powerful open source team chat	2019-07-01T02:05:57Z
87	bokeh	9939	2609	Python	411	Interactive Web Plotting for Python	2019-06-30T09:31:07Z
88	requests-html	9813	588	Python	57	Pythonic HTML Parsing for Humans™	2019-05-31T17:23:28Z
89	cookiecutter	9792	1065	Python	239	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-06-11T01:53:15Z
90	autojump	9773	481	Python	155	A cd command that learns - easily navigate directories from the command line	2019-05-31T07:43:20Z
91	d2l-zh	9713	2470	Python	1	《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。	2019-06-27T09:09:27Z
92	FastPhotoStyle	9697	940	Python	37	Style transfer, deep learning, feature transform	2019-05-14T09:40:36Z
93	funNLP	9683	2661	Python	0	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。	2019-06-29T11:10:10Z
94	matplotlib	9490	4277	Python	1509	matplotlib: plotting with Python	2019-07-01T02:26:24Z
95	neural-networks-and-deep-learning	9466	4618	Python	6	Code samples for my book "Neural Networks and Deep Learning"	2019-05-09T10:58:46Z
96	kivy	9455	2113	Python	626	Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS	2019-06-28T15:31:35Z
97	gensim	9428	3444	Python	242	Topic Modelling for Humans	2019-06-30T12:31:23Z
98	yapf	9402	642	Python	234	A formatter for Python files	2019-06-29T23:41:48Z
99	neural-enhance	9308	1010	Python	121	Super Resolution for images using deep learning.	2018-01-25T05:01:58Z
100	examples	9216	4284	Python	169	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2019-06-20T16:54:16Z