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	73005	14318	Python	494	A curated list of awesome Python frameworks, libraries, software and resources	2019-09-13T10:21:57Z
2	system-design-primer	72824	11603	Python	113	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-09-13T16:40:28Z
3	public-apis	61387	6638	Python	74	A collective list of free APIs for use in software and web development.	2019-09-13T10:37:05Z
4	models	57484	36086	Python	1870	Models and examples built with TensorFlow	2019-09-13T20:24:02Z
5	youtube-dl	55519	9642	Python	3020	Command-line program to download videos from YouTube.com and other video sites	2019-09-12T18:22:11Z
6	thefuck	46785	2312	Python	173	Magnificent app which corrects your previous console command.	2019-09-13T04:40:38Z
7	flask	46413	12903	Python	25	The Python micro framework for building web applications.	2019-09-10T13:29:10Z
8	keras	44068	16768	Python	2537	Deep Learning for humans	2019-09-13T20:09:10Z
9	django	43998	18908	Python	230	The Web framework for perfectionists with deadlines.	2019-09-14T09:03:25Z
10	httpie	43085	2830	Python	143	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	2019-09-10T12:40:39Z
11	awesome-machine-learning	41721	10510	Python	3	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-09-12T15:33:01Z
12	requests	40138	7288	Python	242	Python HTTP Requests for Humans™ ✨🍰✨	2019-09-13T00:38:39Z
13	ansible	39303	16705	Python	6076	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/	2019-09-14T07:26:22Z
14	scikit-learn	37001	18194	Python	1943	scikit-learn: machine learning in Python	2019-09-14T10:56:02Z
15	scrapy	34381	8018	Python	702	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-09-14T02:40:18Z
16	big-list-of-naughty-strings	33095	1424	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	31267	19088	Python	449	None	2019-08-27T10:19:00Z
18	XX-Net	28652	7702	Python	7405	a web proxy tool	2019-09-02T14:00:26Z
19	face_recognition	28045	7575	Python	371	The world's simplest facial recognition api for Python and the command line	2019-09-02T21:32:18Z
20	you-get	26976	5396	Python	323	⏬ Dumb downloader that scrapes the web	2019-09-13T02:29:19Z
21	cpython	26622	11532	Python	917	The Python programming language	2019-09-14T10:31:51Z
22	Algorithm_Interview_Notes-Chinese	26562	8216	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	26326	7731	Python	878	🏡 Open source home automation that puts local control and privacy first	2019-09-14T10:46:36Z
24	100-Days-Of-ML-Code	25685	6241	Python	45	100 Days of ML Coding	2019-06-08T14:57:19Z
25	certbot	25615	2670	Python	571	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.	2019-09-13T19:13:24Z
26	faceswap	25358	8250	Python	21	Deepfakes Software For All	2019-09-14T10:58:54Z
27	CppCoreGuidelines	24192	3179	Python	135	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-09-06T12:39:17Z
28	Deep-Learning-Papers-Reading-Roadmap	24010	5463	Python	73	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
29	tldr	23454	1733	Python	80	📚 Simplified and community-driven man pages	2019-09-13T18:17:55Z
30	sentry	22079	2544	Python	914	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-09-14T00:01:50Z
31	python-patterns	21968	4722	Python	9	A collection of design patterns/idioms in Python	2019-08-31T18:48:20Z
32	Detectron	21763	4752	Python	270	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-08-30T06:24:03Z
33	pandas	21283	8420	Python	3253	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-09-14T10:44:08Z
34	linux-insides	20164	2186	Python	32	A little bit about a linux kernel	2019-08-26T08:15:23Z
35	jieba	20048	5155	Python	491	结巴中文分词	2019-07-20T06:48:03Z
36	YouCompleteMe	19731	2241	Python	64	A code-completion engine for Vim	2019-09-09T10:41:19Z
37	localstack	19051	1362	Python	432	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-09-12T07:05:24Z
38	AiLearning	19041	6773	Python	29	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
39	interview_internal_reference	18902	5180	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。	2019-09-07T11:47:14Z
40	ItChat	18581	4285	Python	202	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。	2019-08-27T01:47:42Z
41	tornado	18275	5042	Python	174	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-09-10T20:29:55Z
42	pipenv	18249	1365	Python	309	Python Development Workflow for Humans.	2019-09-10T20:50:32Z
43	gym	18076	4921	Python	177	A toolkit for developing and comparing reinforcement learning algorithms.	2019-09-11T20:55:36Z
44	interactive-coding-challenges	18070	2700	Python	45	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-08-14T18:16:00Z
45	bert	18030	4691	Python	506	TensorFlow code and pre-trained models for BERT	2019-08-28T08:31:36Z
46	incubator-mxnet	17682	6294	Python	1430	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-09-14T09:42:03Z
47	cheat.sh	17404	829	Python	47	the only cheat sheet you need	2019-09-06T12:28:56Z
48	compose	17320	2693	Python	549	Define and run multi-container applications with Docker	2019-09-13T21:25:23Z
49	data-science-ipython-notebooks	16790	5133	Python	9	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.	2019-09-07T12:03:52Z
50	mitmproxy	16246	2102	Python	298	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-09-10T10:44:56Z
51	algorithms	15848	3030	Python	59	Minimal examples of data structures and algorithms in Python	2019-09-11T18:15:38Z
52	wtfpython	15814	1528	Python	20	A collection of surprising Python snippets and lesser-known features.	2019-09-13T09:45:41Z
53	HelloGitHub	15521	1723	Python	26	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-09-02T13:57:10Z
54	django-rest-framework	15349	4485	Python	208	Web APIs for Django. ⚡️	2019-09-13T13:08:58Z
55	python-fire	15174	911	Python	51	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-09-08T01:27:44Z
56	macOS-Security-and-Privacy-Guide	15134	1062	Python	3	Guide to securing and improving privacy on macOS	2019-08-29T18:58:37Z
57	reddit	15104	2777	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
58	sqlmap	15090	3294	Python	46	Automatic SQL injection and database takeover tool	2019-09-13T14:30:33Z
59	ZeroNet	14595	1881	Python	597	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-09-11T22:24:25Z
60	spaCy	14467	2510	Python	164	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-09-14T10:58:16Z
61	algo	14378	1262	Python	43	Set up a personal VPN in the cloud	2019-09-12T11:46:38Z
62	glances	14156	955	Python	117	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-09-11T19:22:12Z
63	Mask_RCNN	13930	6300	Python	1087	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-09-02T16:02:45Z
64	wechat_jump_game	13915	4679	Python	26	微信《跳一跳》Python 辅助	2019-08-28T12:21:19Z
65	magenta	13903	2775	Python	212	Magenta: Music and Art Generation with Machine Intelligence	2019-09-14T01:29:23Z
66	airflow	13898	5145	Python	285	Apache Airflow	2019-09-14T09:00:53Z
67	ipython	13771	3872	Python	1209	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-09-08T19:26:22Z
68	redash	13747	2319	Python	452	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-09-13T22:23:53Z
69	pyspider	13642	3347	Python	244	A Powerful Spider(Web Crawler) System in Python.	2019-08-17T04:52:41Z
70	hosts	13429	1189	Python	57	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.	2019-09-10T19:34:51Z
71	celery	13379	3413	Python	342	Distributed Task Queue (development branch)	2019-09-13T16:42:50Z
72	manim	13346	1561	Python	112	Animation engine for explanatory math videos	2019-09-12T18:07:37Z
73	TensorFlow-Course	13269	2620	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-08-28T19:49:00Z
74	pytorch-tutorial	13263	4129	Python	52	PyTorch Tutorial for Deep Learning Researchers	2019-08-27T09:34:54Z
75	12306	13248	4079	Python	61	12306智能刷票，订票	2019-09-14T01:22:48Z
76	ML-From-Scratch	13133	2401	Python	13	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.	2019-09-06T01:31:46Z
77	sanic	12759	1203	Python	50	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-09-14T01:33:33Z
78	Python	12699	6885	Python	86	My Python Examples	2019-09-14T04:53:20Z
79	PySnooper	12563	775	Python	16	Never use print for debugging again	2019-09-14T10:56:45Z
80	funNLP	12501	3667	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。	2019-08-31T02:45:03Z
81	black	12475	648	Python	223	The uncompromising Python code formatter	2019-09-12T18:51:29Z
82	bitcoinbook	12299	3571	Python	90	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-09-07T16:14:55Z
83	luigi	12186	1999	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.	2019-09-14T02:53:48Z
84	pytorch-transformers	12150	2993	Python	241	👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)	2019-09-13T15:09:33Z
85	NLP-progress	11981	2021	Python	23	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.	2019-09-13T20:52:22Z
86	fabric	11657	1756	Python	358	Simple, Pythonic remote execution and deployment.	2019-09-11T09:51:54Z
87	nginx-proxy	11551	2130	Python	554	Automated nginx proxy for Docker containers using docker-gen	2019-09-09T15:04:21Z
88	tqdm	11543	606	Python	220	A Fast, Extensible Progress Bar for Python and CLI	2019-09-07T23:38:25Z
89	Awesome-Linux-Software	11531	1096	Python	8	A list of awesome applications, software, tools and other materials for Linux distros.	2019-08-25T13:22:51Z
90	bokeh	11489	2882	Python	434	Interactive Data Visualization in the browser, from Python	2019-09-14T02:33:02Z
91	d2l-zh	11324	2941	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”教材。	2019-09-12T23:08:31Z
92	material-theme	10973	787	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
93	locust	10887	1571	Python	187	Scalable user load testing tool written in Python	2019-09-09T14:53:35Z
94	powerline	10713	828	Python	179	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
95	awesome-algorithm	10443	2157	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
96	pix2code	10429	1080	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
97	zulip	10403	3203	Python	1347	Zulip server - powerful open source team chat	2019-09-14T00:50:28Z
98	salt	10266	4634	Python	2770	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-09-13T22:37:20Z
99	cookiecutter	10233	1122	Python	199	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-09-12T18:43:47Z
100	requests-html	10185	631	Python	76	Pythonic HTML Parsing for Humans™	2019-08-31T15:48:42Z