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	69725	13592	Python	467	A curated list of awesome Python frameworks, libraries, software and resources	2019-07-09T05:18:13Z
2	system-design-primer	68826	10638	Python	98	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-07-10T01:23:34Z
3	public-apis	58726	6176	Python	63	A collective list of free APIs for use in software and web development.	2019-07-07T22:25:39Z
4	models	55062	34298	Python	1722	Models and examples built with TensorFlow	2019-07-09T23:21:56Z
5	youtube-dl	52421	9144	Python	2903	Command-line program to download videos from YouTube.com and other video sites	2019-07-10T01:27:10Z
6	Python	50199	14620	Python	214	All Algorithms implemented in Python	2019-07-09T19:15:49Z
7	flask	45216	12684	Python	16	The Python micro framework for building web applications.	2019-07-08T18:05:24Z
8	thefuck	44694	2225	Python	163	Magnificent app which corrects your previous console command.	2019-07-05T19:54:02Z
9	django	42630	18347	Python	223	The Web framework for perfectionists with deadlines.	2019-07-10T02:58:40Z
10	keras	42537	16193	Python	2459	Deep Learning for humans	2019-07-09T23:51:45Z
11	httpie	42247	2774	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
12	awesome-machine-learning	40750	10229	Python	3	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-07-08T13:31:20Z
13	requests	39264	7166	Python	245	Python HTTP Requests for Humans™ ✨🍰✨	2019-07-04T21:10:30Z
14	ansible	38234	16026	Python	5872	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/	2019-07-10T02:55:38Z
15	scikit-learn	35988	17619	Python	1943	scikit-learn: machine learning in Python	2019-07-09T20:49:03Z
16	scrapy	33513	7878	Python	772	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-07-09T22:18:52Z
17	big-list-of-naughty-strings	32766	1391	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
18	shadowsocks	30747	18757	Python	448	None	2019-06-14T03:17:23Z
19	XX-Net	28185	7619	Python	7701	a web proxy tool	2019-07-08T01:17:17Z
20	you-get	25599	5111	Python	317	⏬ Dumb downloader that scrapes the web	2019-07-08T12:34:56Z
21	face_recognition	25398	6820	Python	342	The world's simplest facial recognition api for Python and the command line	2019-07-09T11:36:10Z
22	cpython	25321	10555	Python	982	The Python programming language	2019-07-09T20:02:04Z
23	certbot	25314	2612	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.	2019-07-10T00:13:30Z
24	home-assistant	24788	7213	Python	1282	🏡 Open source home automation that puts local control and privacy first	2019-07-10T01:32:57Z
25	Algorithm_Interview_Notes-Chinese	24357	7501	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
26	100-Days-Of-ML-Code	24195	5697	Python	43	100 Days of ML Coding	2019-06-08T14:57:19Z
27	CppCoreGuidelines	23432	3035	Python	135	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
28	Deep-Learning-Papers-Reading-Roadmap	23421	5325	Python	75	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
29	tldr	22933	1701	Python	87	📚 Simplified and community-driven man pages	2019-07-09T17:27:01Z
30	sentry	21407	2451	Python	914	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-07-10T02:48:30Z
31	python-patterns	21185	4577	Python	9	A collection of design patterns/idioms in Python	2019-06-04T18:49:48Z
32	Detectron	20999	4526	Python	251	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-05-31T18:21:06Z
33	faceswap	20427	6787	Python	6	Deepfakes Software For All	2019-07-09T23:45:43Z
34	pandas	20245	8009	Python	3060	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-07-10T03:00:43Z
35	linux-insides	19877	2133	Python	28	A little bit about a linux kernel	2019-05-30T23:45:08Z
36	YouCompleteMe	19341	2163	Python	49	A code-completion engine for Vim	2019-07-09T21:59:21Z
37	jieba	19229	5003	Python	482	结巴中文分词	2019-07-04T15:39:46Z
38	tornado	17975	4986	Python	164	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-06-30T05:54:10Z
39	ItChat	17792	4111	Python	189	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	localstack	17680	1231	Python	445	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-07-09T17:05:58Z
41	pipenv	17545	1296	Python	301	Python Development Workflow for Humans.	2019-07-10T02:44:09Z
42	interactive-coding-challenges	17535	2598	Python	42	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-05-17T09:22:54Z
43	gym	17348	4707	Python	191	A toolkit for developing and comparing reinforcement learning algorithms.	2019-07-10T01:17:57Z
44	cheat.sh	16698	803	Python	40	the only cheat sheet you need	2019-07-07T11:35:34Z
45	compose	16636	2560	Python	505	Define and run multi-container applications with Docker	2019-07-08T16:42:36Z
46	AiLearning	16603	5849	Python	25	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
47	bert	16488	4092	Python	424	TensorFlow code and pre-trained models for BERT	2019-07-01T14:32:29Z
48	data-science-ipython-notebooks	15977	4882	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
49	mitmproxy	15555	2011	Python	276	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-07-09T19:16:45Z
50	algorithms	15358	2885	Python	54	Minimal examples of data structures and algorithms in Python	2019-07-03T22:43:56Z
51	wtfpython	15133	1444	Python	16	A collection of surprising Python snippets and lesser-known features.	2019-07-08T16:55:37Z
52	reddit	15041	2762	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
53	macOS-Security-and-Privacy-Guide	14928	1045	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
54	source-code-pro	14749	1231	Python	38	Monospaced font family for user interface and coding environments	2019-06-10T07:39:30Z
55	django-rest-framework	14667	4329	Python	173	Web APIs for Django. ⚡️	2019-07-09T10:41:06Z
56	sqlmap	14601	3155	Python	43	Automatic SQL injection and database takeover tool	2019-07-08T11:48:20Z
57	python-fire	14419	857	Python	57	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-07-07T15:39:13Z
58	chinese-poetry	14271	2517	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
59	HelloGitHub	14047	1535	Python	37	:octocat: 分享 GitHub 上有趣、入门级的开源项目	2019-07-07T07:54:31Z
60	ZeroNet	14046	1816	Python	565	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-07-10T01:16:04Z
61	wechat_jump_game	13922	4685	Python	25	微信《跳一跳》Python 辅助	2018-08-03T00:44:49Z
62	glances	13788	938	Python	113	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-07-09T19:33:54Z
63	algo	13773	1208	Python	43	Set up a personal IPSEC VPN in the cloud	2019-07-08T22:10:34Z
64	spaCy	13763	2373	Python	169	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-07-09T20:23:17Z
65	ipython	13659	3839	Python	1194	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-07-08T19:01:54Z
66	magenta	13528	2674	Python	204	Magenta: Music and Art Generation with Machine Intelligence	2019-07-09T18:16:15Z
67	pyspider	13352	3281	Python	239	A Powerful Spider(Web Crawler) System in Python.	2019-06-18T16:10:44Z
68	redash	13097	2174	Python	467	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-07-09T21:54:00Z
69	hosts	13014	1142	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.	2019-07-05T01:26:37Z
70	airflow	12972	4723	Python	310	Apache Airflow	2019-07-09T23:39:34Z
71	Mask_RCNN	12937	5726	Python	996	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-07-03T12:37:49Z
72	celery	12913	3328	Python	327	Distributed Task Queue (development branch)	2019-07-09T03:03:41Z
73	TensorFlow-Course	12535	2391	Python	1	Simple and ready-to-use tutorials for TensorFlow	2019-05-16T05:36:38Z
74	sanic	12366	1156	Python	38	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-07-08T07:34:22Z
75	pytorch-tutorial	12240	3754	Python	47	PyTorch Tutorial for Deep Learning Researchers	2019-05-12T21:44:06Z
76	bitcoinbook	12036	3495	Python	77	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-06-29T05:14:47Z
77	PySnooper	12017	744	Python	10	Never use print for debugging again	2019-06-25T14:16:11Z
78	luigi	11862	1958	Python	41	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.	2019-07-08T14:24:46Z
79	Python	11728	6541	Python	82	My Python Examples	2019-07-10T02:44:00Z
80	ML-From-Scratch	11675	2117	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
81	fabric	11437	1731	Python	348	Simple, Pythonic remote execution and deployment.	2019-07-08T06:26:26Z
82	black	11291	571	Python	176	The uncompromising Python code formatter	2019-07-03T18:42:01Z
83	Awesome-Linux-Software	11291	1055	Python	15	A list of awesome applications, software, tools and other materials for Linux distros.	2019-07-06T12:05:43Z
84	manim	11244	1276	Python	84	Animation engine for explanatory math videos	2019-07-09T10:52:41Z
85	nginx-proxy	11129	2067	Python	538	Automated nginx proxy for Docker containers using docker-gen	2019-07-08T19:47:17Z
86	NLP-progress	11066	1824	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
87	material-theme	10920	791	Python	4	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-06-20T21:25:40Z
88	tqdm	10700	568	Python	204	A Fast, Extensible Progress Bar for Python and CLI	2019-07-09T14:17:43Z
89	bokeh	10646	2703	Python	418	Interactive Web Plotting for Python	2019-07-09T04:57:06Z
90	awesome-algorithm	10581	2130	Python	3	Lisanaaa 小专栏	2019-06-30T02:18:30Z
91	powerline	10503	811	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	locust	10426	1499	Python	180	Scalable user load testing tool written in Python	2019-06-28T03:18:05Z
93	pix2code	10302	1063	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
94	d2l-zh	10194	2583	Python	2	《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。	2019-07-05T03:10:33Z
95	funNLP	10111	2802	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。	2019-07-04T09:15:23Z
96	salt	10071	4592	Python	2586	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-07-10T01:34:20Z
97	zulip	10068	3104	Python	1342	Zulip server - powerful open source team chat	2019-07-10T02:29:50Z
98	cookiecutter	9854	1079	Python	241	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-07-06T15:17:49Z
99	requests-html	9843	591	Python	58	Pythonic HTML Parsing for Humans™	2019-05-31T17:23:28Z
100	autojump	9818	485	Python	153	A cd command that learns - easily navigate directories from the command line	2019-05-31T07:43:20Z