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	71141	13910	Python	481	A curated list of awesome Python frameworks, libraries, software and resources	2019-08-13T10:58:15Z
2	system-design-primer	70802	11175	Python	101	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-08-13T23:51:21Z
3	public-apis	60104	6421	Python	61	A collective list of free APIs for use in software and web development.	2019-08-14T18:54:45Z
4	models	56470	35363	Python	1819	Models and examples built with TensorFlow	2019-08-15T06:24:38Z
5	youtube-dl	54420	9430	Python	2932	Command-line program to download videos from YouTube.com and other video sites	2019-08-14T11:20:30Z
6	flask	45884	12807	Python	21	The Python micro framework for building web applications.	2019-08-15T08:15:33Z
7	thefuck	45883	2269	Python	171	Magnificent app which corrects your previous console command.	2019-08-14T07:08:16Z
8	keras	43458	16539	Python	2517	Deep Learning for humans	2019-08-14T14:01:12Z
9	django	43394	18651	Python	228	The Web framework for perfectionists with deadlines.	2019-08-15T09:57:10Z
10	httpie	42651	2803	Python	164	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	2019-08-14T12:44:41Z
11	awesome-machine-learning	41278	10407	Python	3	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-08-10T13:25:08Z
12	requests	39768	7230	Python	254	Python HTTP Requests for Humans™ ✨🍰✨	2019-08-14T18:12:32Z
13	ansible	38863	16388	Python	6080	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/	2019-08-15T10:57:28Z
14	scikit-learn	36596	17956	Python	1861	scikit-learn: machine learning in Python	2019-08-15T09:13:32Z
15	scrapy	33979	7962	Python	723	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-08-14T17:43:48Z
16	big-list-of-naughty-strings	32967	1411	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	31031	18920	Python	448	None	2019-06-14T03:17:23Z
18	XX-Net	28449	7663	Python	7419	a web proxy tool	2019-08-11T10:42:32Z
19	face_recognition	27066	7261	Python	359	The world's simplest facial recognition api for Python and the command line	2019-08-07T22:10:08Z
20	you-get	26449	5282	Python	319	⏬ Dumb downloader that scrapes the web	2019-08-11T22:03:59Z
21	cpython	26040	11131	Python	1099	The Python programming language	2019-08-15T07:52:47Z
22	Algorithm_Interview_Notes-Chinese	25820	7966	Python	27	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
23	home-assistant	25809	7522	Python	899	🏡 Open source home automation that puts local control and privacy first	2019-08-15T10:51:59Z
24	certbot	25473	2644	Python	564	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.	2019-08-15T00:20:35Z
25	100-Days-Of-ML-Code	24935	5999	Python	45	100 Days of ML Coding	2019-06-08T14:57:19Z
26	CppCoreGuidelines	23881	3133	Python	128	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-08-08T18:47:35Z
27	Deep-Learning-Papers-Reading-Roadmap	23741	5408	Python	74	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
28	tldr	23188	1727	Python	93	📚 Simplified and community-driven man pages	2019-08-15T08:17:04Z
29	sentry	21784	2508	Python	919	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-08-15T10:43:19Z
30	faceswap	21775	7195	Python	15	Deepfakes Software For All	2019-08-15T02:27:35Z
31	python-patterns	21658	4661	Python	9	A collection of design patterns/idioms in Python	2019-06-04T18:49:48Z
32	Detectron	21462	4651	Python	264	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-08-13T17:21:21Z
33	pandas	20816	8241	Python	3169	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-08-15T10:33:36Z
34	linux-insides	20026	2162	Python	32	A little bit about a linux kernel	2019-08-05T02:34:11Z
35	jieba	19723	5085	Python	486	结巴中文分词	2019-07-20T06:48:03Z
36	YouCompleteMe	19573	2225	Python	61	A code-completion engine for Vim	2019-08-11T22:15:56Z
37	localstack	18372	1299	Python	452	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-08-15T06:52:27Z
38	ItChat	18305	4228	Python	200	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。	2019-08-15T07:37:39Z
39	tornado	18145	5031	Python	173	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-08-12T14:29:20Z
40	AiLearning	18096	6420	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
41	pipenv	17999	1329	Python	286	Python Development Workflow for Humans.	2019-08-07T09:46:21Z
42	interactive-coding-challenges	17837	2657	Python	44	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-08-14T18:16:00Z
43	gym	17785	4840	Python	171	A toolkit for developing and comparing reinforcement learning algorithms.	2019-08-14T17:28:51Z
44	bert	17424	4461	Python	462	TensorFlow code and pre-trained models for BERT	2019-08-14T02:40:44Z
45	interview_internal_reference	17411	4708	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。	2019-08-12T02:37:14Z
46	cheat.sh	17198	820	Python	43	the only cheat sheet you need	2019-08-10T08:15:17Z
47	compose	17023	2637	Python	526	Define and run multi-container applications with Docker	2019-08-15T10:41:33Z
48	data-science-ipython-notebooks	16182	4974	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	15964	2050	Python	282	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-08-10T12:31:54Z
50	algorithms	15615	2974	Python	55	Minimal examples of data structures and algorithms in Python	2019-08-14T21:18:05Z
51	wtfpython	15583	1494	Python	18	A collection of surprising Python snippets and lesser-known features.	2019-08-04T07:26:25Z
52	django-rest-framework	15070	4420	Python	185	Web APIs for Django. ⚡️	2019-08-14T21:39:46Z
53	reddit	15064	2765	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
54	macOS-Security-and-Privacy-Guide	15057	1058	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
55	HelloGitHub	14951	1654	Python	33	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-08-15T10:44:57Z
56	sqlmap	14865	3246	Python	44	Automatic SQL injection and database takeover tool	2019-08-15T07:45:15Z
57	python-fire	14774	882	Python	47	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-08-08T19:10:00Z
58	ZeroNet	14393	1852	Python	594	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-08-15T01:19:33Z
59	spaCy	14187	2463	Python	191	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-08-15T10:48:30Z
60	algo	14092	1238	Python	42	Set up a personal VPN in the cloud	2019-08-15T10:34:37Z
61	glances	13966	952	Python	118	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-08-14T09:46:36Z
62	wechat_jump_game	13920	4677	Python	25	微信《跳一跳》Python 辅助	2018-08-03T00:44:49Z
63	magenta	13720	2736	Python	209	Magenta: Music and Art Generation with Machine Intelligence	2019-08-14T14:57:11Z
64	ipython	13714	3862	Python	1199	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-08-14T21:26:36Z
65	pyspider	13521	3315	Python	242	A Powerful Spider(Web Crawler) System in Python.	2019-07-17T09:46:43Z
66	Mask_RCNN	13512	6060	Python	1039	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-08-13T04:23:48Z
67	redash	13498	2267	Python	440	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-08-15T08:50:31Z
68	airflow	13496	4970	Python	338	Apache Airflow	2019-08-15T06:30:54Z
69	hosts	13223	1169	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.	2019-08-14T19:49:13Z
70	celery	13163	3366	Python	338	Distributed Task Queue (development branch)	2019-08-14T17:04:21Z
71	TensorFlow-Course	12935	2529	Python	1	Simple and ready-to-use tutorials for TensorFlow	2019-05-16T05:36:38Z
72	pytorch-tutorial	12875	4001	Python	50	PyTorch Tutorial for Deep Learning Researchers	2019-07-12T13:02:07Z
73	sanic	12595	1183	Python	51	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-08-14T21:08:38Z
74	manim	12522	1428	Python	95	Animation engine for explanatory math videos	2019-08-12T06:42:12Z
75	PySnooper	12380	762	Python	16	Never use print for debugging again	2019-08-10T11:20:40Z
76	Python	12308	6758	Python	83	My Python Examples	2019-08-15T08:51:06Z
77	bitcoinbook	12162	3538	Python	79	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-07-24T16:35:41Z
78	luigi	12065	1986	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.	2019-08-15T10:54:12Z
79	black	12045	617	Python	205	The uncompromising Python code formatter	2019-08-14T11:28:39Z
80	ML-From-Scratch	11843	2166	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	11562	1741	Python	352	Simple, Pythonic remote execution and deployment.	2019-08-13T04:29:17Z
82	NLP-progress	11561	1922	Python	20	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.	2019-08-15T07:20:38Z
83	funNLP	11545	3320	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
84	Awesome-Linux-Software	11432	1075	Python	10	A list of awesome applications, software, tools and other materials for Linux distros.	2019-08-14T04:45:59Z
85	nginx-proxy	11374	2107	Python	544	Automated nginx proxy for Docker containers using docker-gen	2019-08-08T14:26:12Z
86	bokeh	11226	2820	Python	422	Interactive Data Visualization in the browser, from Python	2019-08-14T23:41:57Z
87	tqdm	11182	589	Python	215	A Fast, Extensible Progress Bar for Python and CLI	2019-08-14T08:50:49Z
88	material-theme	10951	790	Python	5	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-09T15:23:01Z
89	d2l-zh	10912	2812	Python	5	《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。	2019-08-14T19:11:30Z
90	pytorch-transformers	10785	2649	Python	205	👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)	2019-08-15T05:56:54Z
91	locust	10692	1544	Python	185	Scalable user load testing tool written in Python	2019-08-06T23:53:02Z
92	powerline	10621	820	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
93	awesome-algorithm	10497	2155	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
94	pix2code	10376	1073	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
95	zulip	10280	3156	Python	1351	Zulip server - powerful open source team chat	2019-08-15T10:49:38Z
96	salt	10170	4611	Python	2716	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-08-15T04:01:48Z
97	requests-html	10069	621	Python	68	Pythonic HTML Parsing for Humans™	2019-08-11T03:04:11Z
98	cookiecutter	10045	1111	Python	206	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-08-14T13:54:39Z
99	autojump	9969	493	Python	156	A cd command that learns - easily navigate directories from the command line	2019-07-27T10:21:28Z
100	matplotlib	9834	4400	Python	1478	matplotlib: plotting with Python	2019-08-15T08:03:20Z