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	72752	14256	Python	490	A curated list of awesome Python frameworks, libraries, software and resources	2019-09-06T09:28:50Z
2	system-design-primer	72506	11529	Python	106	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-09-01T01:03:33Z
3	public-apis	61129	6587	Python	72	A collective list of free APIs for use in software and web development.	2019-09-07T09:21:54Z
4	models	57304	35949	Python	1873	Models and examples built with TensorFlow	2019-09-06T22:29:07Z
5	youtube-dl	55109	9573	Python	2998	Command-line program to download videos from YouTube.com and other video sites	2019-09-08T07:44:44Z
6	thefuck	46638	2307	Python	171	Magnificent app which corrects your previous console command.	2019-09-06T18:04:09Z
7	flask	46314	12885	Python	22	The Python micro framework for building web applications.	2019-09-08T04:12:46Z
8	keras	43953	16720	Python	2569	Deep Learning for humans	2019-09-08T01:27:42Z
9	django	43891	18857	Python	224	The Web framework for perfectionists with deadlines.	2019-09-08T07:24:02Z
10	httpie	42975	2821	Python	144	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	2019-09-05T16:47:50Z
11	awesome-machine-learning	41643	10485	Python	7	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-09-05T18:54:33Z
12	requests	40071	7274	Python	241	Python HTTP Requests for Humans™ ✨🍰✨	2019-09-05T23:25:45Z
13	ansible	39209	16638	Python	6012	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/	2019-09-08T06:54:53Z
14	scikit-learn	36920	18148	Python	1942	scikit-learn: machine learning in Python	2019-09-08T02:53:25Z
15	scrapy	34305	8004	Python	693	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-09-07T23:23:17Z
16	big-list-of-naughty-strings	33048	1418	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	31218	19060	Python	449	None	2019-08-27T10:19:00Z
18	XX-Net	28616	7686	Python	7394	a web proxy tool	2019-09-02T14:00:26Z
19	face_recognition	27882	7504	Python	368	The world's simplest facial recognition api for Python and the command line	2019-09-02T21:32:18Z
20	you-get	26881	5380	Python	323	⏬ Dumb downloader that scrapes the web	2019-09-08T07:23:16Z
21	cpython	26509	11456	Python	1101	The Python programming language	2019-09-08T10:36:39Z
22	Algorithm_Interview_Notes-Chinese	26446	8177	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	26226	7694	Python	879	🏡 Open source home automation that puts local control and privacy first	2019-09-08T09:24:19Z
24	100-Days-Of-ML-Code	25598	6220	Python	45	100 Days of ML Coding	2019-06-08T14:57:19Z
25	certbot	25593	2670	Python	565	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.	2019-09-07T00:53:59Z
26	faceswap	24757	8064	Python	19	Deepfakes Software For All	2019-09-07T18:07:02Z
27	CppCoreGuidelines	24131	3172	Python	132	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	23964	5448	Python	73	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
29	tldr	23419	1733	Python	82	📚 Simplified and community-driven man pages	2019-09-06T18:51:24Z
30	sentry	22039	2539	Python	905	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-09-08T09:58:58Z
31	python-patterns	21908	4708	Python	9	A collection of design patterns/idioms in Python	2019-08-31T18:48:20Z
32	Detectron	21702	4733	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	21207	8383	Python	3234	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-09-08T09:44:55Z
34	linux-insides	20140	2176	Python	31	A little bit about a linux kernel	2019-08-26T08:15:23Z
35	jieba	19981	5139	Python	490	结巴中文分词	2019-07-20T06:48:03Z
36	YouCompleteMe	19696	2238	Python	64	A code-completion engine for Vim	2019-09-04T11:58:28Z
37	localstack	18910	1348	Python	422	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-09-08T10:51:20Z
38	AiLearning	18872	6724	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	18763	5124	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	18525	4277	Python	201	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	18253	5042	Python	173	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-09-08T03:22:41Z
42	pipenv	18203	1357	Python	305	Python Development Workflow for Humans.	2019-09-08T04:17:29Z
43	interactive-coding-challenges	18029	2692	Python	45	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-08-14T18:16:00Z
44	gym	18027	4898	Python	174	A toolkit for developing and comparing reinforcement learning algorithms.	2019-09-05T16:49:19Z
45	bert	17888	4652	Python	502	TensorFlow code and pre-trained models for BERT	2019-08-28T08:31:36Z
46	incubator-mxnet	17650	6276	Python	1414	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-09-08T09:44:20Z
47	cheat.sh	17363	828	Python	47	the only cheat sheet you need	2019-09-06T12:28:56Z
48	compose	17259	2683	Python	547	Define and run multi-container applications with Docker	2019-09-07T10:50:40Z
49	data-science-ipython-notebooks	16412	5072	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	16190	2094	Python	293	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-09-07T21:32:42Z
51	algorithms	15813	3016	Python	58	Minimal examples of data structures and algorithms in Python	2019-08-23T10:47:41Z
52	wtfpython	15775	1523	Python	20	A collection of surprising Python snippets and lesser-known features.	2019-08-04T07:26:25Z
53	HelloGitHub	15436	1710	Python	20	: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	15306	4474	Python	201	Web APIs for Django. ⚡️	2019-09-06T17:51:08Z
55	macOS-Security-and-Privacy-Guide	15119	1061	Python	3	Guide to securing and improving privacy on macOS	2019-08-29T18:58:37Z
56	reddit	15101	2775	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
57	python-fire	15099	904	Python	52	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-09-08T01:27:44Z
58	sqlmap	15055	3288	Python	44	Automatic SQL injection and database takeover tool	2019-09-05T09:34:02Z
59	ZeroNet	14563	1874	Python	595	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-09-08T09:52:38Z
60	spaCy	14407	2496	Python	185	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-09-07T14:37:43Z
61	algo	14336	1258	Python	46	Set up a personal VPN in the cloud	2019-09-08T10:00:29Z
62	glances	14127	955	Python	117	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-08-27T14:41:33Z
63	wechat_jump_game	13915	4678	Python	26	微信《跳一跳》Python 辅助	2019-08-28T12:21:19Z
64	magenta	13858	2766	Python	210	Magenta: Music and Art Generation with Machine Intelligence	2019-09-06T21:16:17Z
65	Mask_RCNN	13848	6256	Python	1076	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-09-02T16:02:45Z
66	airflow	13810	5112	Python	333	Apache Airflow	2019-09-08T10:33:32Z
67	ipython	13767	3871	Python	1214	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-09-05T11:30:05Z
68	redash	13713	2312	Python	457	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-09-08T10:41:26Z
69	pyspider	13616	3339	Python	244	A Powerful Spider(Web Crawler) System in Python.	2019-08-17T04:52:41Z
70	hosts	13393	1182	Python	55	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.	2019-09-06T04:25:00Z
71	celery	13325	3403	Python	338	Distributed Task Queue (development branch)	2019-09-08T07:50:53Z
72	manim	13240	1543	Python	109	Animation engine for explanatory math videos	2019-09-07T12:38:25Z
73	TensorFlow-Course	13206	2603	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-08-28T19:49:00Z
74	pytorch-tutorial	13194	4106	Python	52	PyTorch Tutorial for Deep Learning Researchers	2019-08-27T09:34:54Z
75	ML-From-Scratch	13051	2390	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
76	sanic	12725	1199	Python	47	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-09-08T08:58:40Z
77	Python	12635	6857	Python	85	My Python Examples	2019-09-02T22:47:58Z
78	PySnooper	12519	775	Python	18	Never use print for debugging again	2019-09-02T17:02:52Z
79	black	12393	641	Python	215	The uncompromising Python code formatter	2019-09-07T01:55:50Z
80	funNLP	12334	3604	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
81	bitcoinbook	12272	3562	Python	89	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-09-07T16:14:55Z
82	luigi	12164	1994	Python	43	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.	2019-08-27T08:21:58Z
83	pytorch-transformers	11900	2934	Python	231	👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)	2019-09-07T08:56:16Z
84	NLP-progress	11871	1991	Python	25	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.	2019-09-06T04:04:10Z
85	fabric	11640	1752	Python	355	Simple, Pythonic remote execution and deployment.	2019-08-13T04:29:17Z
86	nginx-proxy	11516	2128	Python	553	Automated nginx proxy for Docker containers using docker-gen	2019-09-05T20:12:51Z
87	Awesome-Linux-Software	11513	1094	Python	8	A list of awesome applications, software, tools and other materials for Linux distros.	2019-08-25T13:22:51Z
88	tqdm	11458	598	Python	215	A Fast, Extensible Progress Bar for Python and CLI	2019-09-07T23:38:25Z
89	bokeh	11443	2872	Python	432	Interactive Data Visualization in the browser, from Python	2019-09-08T05:33:35Z
90	d2l-zh	11185	2904	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。	2019-08-30T18:47:53Z
91	material-theme	10971	787	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
92	locust	10847	1562	Python	187	Scalable user load testing tool written in Python	2019-09-07T13:48:30Z
93	powerline	10691	827	Python	178	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
94	awesome-algorithm	10457	2159	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
95	pix2code	10413	1078	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
96	zulip	10380	3193	Python	1338	Zulip server - powerful open source team chat	2019-09-07T16:41:02Z
97	salt	10253	4630	Python	2752	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-09-07T09:30:00Z
98	cookiecutter	10195	1119	Python	196	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-09-05T20:39:36Z
99	requests-html	10163	629	Python	73	Pythonic HTML Parsing for Humans™	2019-08-31T15:48:42Z
100	autojump	10085	503	Python	156	A cd command that learns - easily navigate directories from the command line	2019-09-03T22:00:16Z