Github-Ranking/Top100/Python.md

Github Ranking

Top 100 Stars in Python

Ranking	Project Name	Stars	Forks	Language	Open Issues	Description	Last Commit
1	system-design-primer	74146	11909	Python	113	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-09-13T16:40:28Z
2	awesome-python	73671	14488	Python	509	A curated list of awesome Python frameworks, libraries, software and resources	2019-10-02T15:52:54Z
3	public-apis	63056	6949	Python	78	A collective list of free APIs for use in software and web development.	2019-10-03T07:03:25Z
4	models	57994	36483	Python	1904	Models and examples built with TensorFlow	2019-10-03T00:04:00Z
5	youtube-dl	56142	9744	Python	3058	Command-line program to download videos from YouTube.com and other video sites	2019-10-03T09:26:13Z
6	thefuck	48250	2360	Python	181	Magnificent app which corrects your previous console command.	2019-10-02T07:47:22Z
7	flask	46761	12949	Python	21	The Python micro framework for building web applications.	2019-09-24T14:49:45Z
8	keras	44497	16922	Python	2577	Deep Learning for humans	2019-10-02T06:42:40Z
9	django	44412	19145	Python	229	The Web framework for perfectionists with deadlines.	2019-10-03T10:54:03Z
10	httpie	43303	2838	Python	147	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	2019-09-28T08:36:29Z
11	awesome-machine-learning	41962	10574	Python	2	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-10-02T16:19:47Z
12	requests	40408	7334	Python	253	A simple, yet elegant HTTP library.	2019-10-02T18:49:20Z
13	ansible	39626	16922	Python	6182	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/	2019-10-03T09:59:00Z
14	scikit-learn	37289	18311	Python	1922	scikit-learn: machine learning in Python	2019-10-03T10:14:40Z
15	scrapy	34602	8048	Python	705	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-10-03T10:03:52Z
16	big-list-of-naughty-strings	33304	1433	Python	75	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.	2019-09-17T10:44:45Z
17	shadowsocks	31544	19272	Python	449	None	2019-08-27T10:19:00Z
18	XX-Net	28840	7738	Python	7380	a web proxy tool	2019-09-19T15:57:39Z
19	face_recognition	28481	7740	Python	380	The world's simplest facial recognition api for Python and the command line	2019-09-21T15:24:10Z
20	you-get	27250	5442	Python	321	⏬ Dumb downloader that scrapes the web	2019-10-02T10:42:57Z
21	cpython	26934	11826	Python	951	The Python programming language	2019-10-03T10:54:20Z
22	Algorithm_Interview_Notes-Chinese	26909	8343	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	26806	7882	Python	944	🏡 Open source home automation that puts local control and privacy first	2019-10-03T10:48:27Z
24	100-Days-Of-ML-Code	26451	6423	Python	46	100 Days of ML Coding	2019-06-08T14:57:19Z
25	faceswap	26194	8469	Python	12	Deepfakes Software For All	2019-10-03T02:05:14Z
26	certbot	25711	2687	Python	582	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.	2019-10-02T21:44:28Z
27	CppCoreGuidelines	24439	3211	Python	142	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-09-27T14:45:08Z
28	Deep-Learning-Papers-Reading-Roadmap	24152	5501	Python	73	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-09-20T16:55:56Z
29	tldr	23677	1756	Python	99	📚 Simplified and community-driven man pages	2019-10-03T10:59:04Z
30	sentry	22254	2556	Python	948	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-10-03T09:29:11Z
31	python-patterns	22206	4758	Python	9	A collection of design patterns/idioms in Python	2019-08-31T18:48:20Z
32	Detectron	21939	4799	Python	275	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-09-18T16:36:08Z
33	pandas	21586	8549	Python	3314	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-10-03T10:50:12Z
34	jieba	20258	5205	Python	495	结巴中文分词	2019-09-26T15:08:59Z
35	linux-insides	20233	2207	Python	36	A little bit about a linux kernel	2019-10-01T18:50:37Z
36	YouCompleteMe	19858	2253	Python	64	A code-completion engine for Vim	2019-10-01T22:50:47Z
37	AiLearning	19664	6994	Python	29	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-09-18T13:14:23Z
38	interview_internal_reference	19416	5351	Python	9	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。	2019-09-27T04:57:13Z
39	localstack	19372	1386	Python	450	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-10-02T18:01:11Z
40	ItChat	18758	4328	Python	206	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	pipenv	18401	1384	Python	317	Python Development Workflow for Humans.	2019-10-03T04:15:53Z
42	bert	18384	4857	Python	514	TensorFlow code and pre-trained models for BERT	2019-09-19T02:19:10Z
43	tornado	18361	5053	Python	174	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-09-10T20:29:55Z
44	gym	18279	4990	Python	170	A toolkit for developing and comparing reinforcement learning algorithms.	2019-10-03T06:10:15Z
45	interactive-coding-challenges	18211	2737	Python	46	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-02T11:30:12Z
46	incubator-mxnet	17812	6339	Python	1471	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-10-03T07:51:22Z
47	cheat.sh	17513	844	Python	48	the only cheat sheet you need	2019-09-06T12:28:56Z
48	compose	17485	2737	Python	586	Define and run multi-container applications with Docker	2019-10-01T20:43:49Z
49	data-science-ipython-notebooks	16993	5204	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	16416	2124	Python	288	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-10-03T08:27:53Z
51	12306	16292	5093	Python	59	12306智能刷票，订票	2019-09-30T02:06:47Z
52	algorithms	15988	3082	Python	65	Minimal examples of data structures and algorithms in Python	2019-10-03T09:59:30Z
53	wtfpython	15916	1535	Python	22	A collection of surprising Python snippets and lesser-known features.	2019-09-17T01:12:26Z
54	HelloGitHub	15831	1762	Python	8	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-09-28T12:27:05Z
55	django-rest-framework	15485	4537	Python	221	Web APIs for Django. ⚡️	2019-10-02T18:45:14Z
56	python-fire	15369	924	Python	51	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-09-14T15:15:46Z
57	sqlmap	15215	3306	Python	44	Automatic SQL injection and database takeover tool	2019-10-02T11:08:20Z
58	macOS-Security-and-Privacy-Guide	15189	1067	Python	3	Guide to securing and improving privacy on macOS	2019-08-29T18:58:37Z
59	odoo	15183	10993	Python	2575	Odoo. Open Source Apps To Grow Your Business.	2019-10-03T11:00:14Z
60	reddit	15123	2781	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
61	spaCy	14735	2553	Python	129	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-10-03T01:54:47Z
62	ZeroNet	14676	1898	Python	608	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-10-03T09:46:51Z
63	algo	14595	1284	Python	43	Set up a personal VPN in the cloud	2019-10-02T14:07:19Z
64	transformers	14476	3349	Python	277	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2019-10-03T08:31:18Z
65	glances	14236	958	Python	119	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-09-28T16:16:52Z
66	Mask_RCNN	14177	6410	Python	1113	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-09-23T17:32:56Z
67	airflow	14116	5262	Python	287	Apache Airflow	2019-10-03T10:46:52Z
68	magenta	14000	2801	Python	217	Magenta: Music and Art Generation with Machine Intelligence	2019-10-02T18:37:00Z
69	wechat_jump_game	13923	4669	Python	26	微信《跳一跳》Python 辅助	2019-08-28T12:21:19Z
70	redash	13898	2363	Python	476	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-10-03T10:24:33Z
71	Python	13859	7170	Python	103	My Python Examples	2019-10-03T10:58:07Z
72	ipython	13799	3886	Python	1220	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-09-24T10:24:39Z
73	pyspider	13694	3354	Python	247	A Powerful Spider(Web Crawler) System in Python.	2019-08-17T04:52:41Z
74	manim	13631	1589	Python	117	Animation engine for explanatory math videos	2019-09-26T18:05:05Z
75	hosts	13606	1216	Python	60	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.	2019-09-30T15:04:29Z
76	pytorch-tutorial	13525	4219	Python	55	PyTorch Tutorial for Deep Learning Researchers	2019-09-15T19:12:19Z
77	celery	13520	3442	Python	352	Distributed Task Queue (development branch)	2019-10-03T09:46:38Z
78	TensorFlow-Course	13480	2667	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-09-22T02:43:52Z
79	ML-From-Scratch	13297	2435	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
80	d2l-zh	13294	3379	Python	4	《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。	2019-09-30T16:47:39Z
81	funNLP	13011	3848	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。	2019-08-31T02:45:03Z
82	sanic	12865	1204	Python	50	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-10-02T06:03:11Z
83	black	12707	666	Python	233	The uncompromising Python code formatter	2019-10-03T01:57:50Z
84	PySnooper	12668	781	Python	15	Never use print for debugging again	2019-09-20T14:10:51Z
85	bitcoinbook	12349	3591	Python	90	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-09-24T22:07:26Z
86	luigi	12278	2013	Python	54	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.	2019-10-02T22:29:17Z
87	NLP-progress	12206	2081	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.	2019-10-03T01:58:12Z
88	tqdm	11806	614	Python	217	A Fast, Extensible Progress Bar for Python and CLI	2019-10-03T06:46:35Z
89	fabric	11710	1770	Python	367	Simple, Pythonic remote execution and deployment.	2019-10-02T17:06:44Z
90	nginx-proxy	11658	2142	Python	554	Automated nginx proxy for Docker containers using docker-gen	2019-10-01T14:01:10Z
91	bokeh	11637	2915	Python	449	Interactive Data Visualization in the browser, from Python	2019-10-03T05:36:04Z
92	Awesome-Linux-Software	11574	1103	Python	9	A list of awesome applications, software, tools and other materials for Linux distros.	2019-10-02T03:42:03Z
93	locust	11003	1584	Python	185	Scalable user load testing tool written in Python	2019-10-02T08:33:59Z
94	material-theme	10990	789	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
95	powerline	10764	824	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.	2019-09-27T12:33:36Z
96	wxpy	10582	1855	Python	279	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-07-14T17:59:47Z
97	zulip	10462	3236	Python	1357	Zulip server - powerful open source team chat	2019-10-03T08:25:58Z
98	pix2code	10459	1092	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
99	awesome-algorithm	10421	2163	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
100	cookiecutter	10341	1137	Python	201	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-10-02T02:13:07Z