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	75605	12271	Python	120	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-10-30T09:12:44Z
2	awesome-python	74942	14726	Python	545	A curated list of awesome Python frameworks, libraries, software and resources	2019-10-30T10:28:56Z
3	public-apis	64218	7170	Python	53	A collective list of free APIs for use in software and web development.	2019-10-30T10:45:42Z
4	models	58838	37134	Python	1844	Models and examples built with TensorFlow	2019-10-29T18:52:42Z
5	youtube-dl	57208	9935	Python	3101	Command-line program to download videos from YouTube.com and other video sites	2019-10-30T03:00:05Z
6	thefuck	49984	2493	Python	203	Magnificent app which corrects your previous console command.	2019-10-30T00:11:44Z
7	flask	47245	13017	Python	24	The Python micro framework for building web applications.	2019-10-29T01:26:17Z
8	keras	45084	17131	Python	2640	Deep Learning for humans	2019-10-29T07:52:34Z
9	httpie	43607	2857	Python	151	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	2019-10-15T18:54:24Z
10	awesome-machine-learning	42345	10703	Python	1	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-10-29T13:49:30Z
11	ansible	40013	17245	Python	6271	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/	2019-10-30T10:54:34Z
12	scikit-learn	37738	18559	Python	1944	scikit-learn: machine learning in Python	2019-10-30T10:17:12Z
13	scrapy	34897	8116	Python	716	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-10-30T10:31:45Z
14	big-list-of-naughty-strings	33457	1437	Python	77	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.	2019-10-25T14:10:16Z
15	shadowsocks	31717	19415	Python	449	None	2019-08-27T10:19:00Z
16	face_recognition	29357	8038	Python	393	The world's simplest facial recognition api for Python and the command line	2019-10-25T21:41:11Z
17	XX-Net	29014	7768	Python	7363	a web proxy tool	2019-09-19T15:57:39Z
18	home-assistant	27780	8217	Python	1038	🏡 Open source home automation that puts local control and privacy first	2019-10-30T10:56:52Z
19	you-get	27727	5540	Python	321	⏬ Dumb downloader that scrapes the web	2019-10-27T18:04:05Z
20	cpython	27437	12166	Python	973	The Python programming language	2019-10-30T10:03:54Z
21	faceswap	27049	8733	Python	17	Deepfakes Software For All	2019-10-30T09:59:17Z
22	100-Days-Of-ML-Code	26893	6616	Python	50	100 Days of ML Coding	2019-10-20T09:33:50Z
23	certbot	25824	2707	Python	597	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.	2019-10-30T00:35:12Z
24	CppCoreGuidelines	24861	3277	Python	153	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-10-29T15:15:24Z
25	Deep-Learning-Papers-Reading-Roadmap	24390	5571	Python	73	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-10-13T06:28:29Z
26	tldr	23965	1832	Python	128	📚 Simplified and community-driven man pages	2019-10-30T05:05:46Z
27	python-patterns	22532	4806	Python	12	A collection of design patterns/idioms in Python	2019-10-29T20:54:39Z
28	Detectron	22251	4892	Python	282	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-10-16T16:55:28Z
29	pandas	22046	8773	Python	3328	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-10-30T09:39:09Z
30	interview_internal_reference	21683	5889	Python	11	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。	2019-10-27T11:38:23Z
31	AiLearning	20853	7331	Python	29	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-10-28T07:57:06Z
32	jieba	20611	5258	Python	500	结巴中文分词	2019-09-26T15:08:59Z
33	linux-insides	20342	2229	Python	34	A little bit about a linux kernel	2019-10-10T18:14:55Z
34	YouCompleteMe	20012	2277	Python	44	A code-completion engine for Vim	2019-10-30T06:21:44Z
35	localstack	19808	1434	Python	442	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-10-30T10:24:16Z
36	bert	19133	5093	Python	531	TensorFlow code and pre-trained models for BERT	2019-10-29T03:05:44Z
37	ItChat	18967	4403	Python	207	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
38	pipenv	18686	1404	Python	322	Python Development Workflow for Humans.	2019-10-29T12:06:40Z
39	gym	18619	5137	Python	91	A toolkit for developing and comparing reinforcement learning algorithms.	2019-10-28T19:44:09Z
40	tornado	18492	5070	Python	178	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-10-21T05:47:52Z
41	interactive-coding-challenges	18415	2787	Python	52	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-22T16:06:47Z
42	incubator-mxnet	17959	6394	Python	1516	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-10-30T11:01:15Z
43	compose	17710	2780	Python	348	Define and run multi-container applications with Docker	2019-10-28T15:55:49Z
44	cheat.sh	17662	855	Python	50	the only cheat sheet you need	2019-10-21T16:44:03Z
45	data-science-ipython-notebooks	17492	5371	Python	11	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.	2019-10-25T10:21:39Z
46	12306	17418	5471	Python	61	12306智能刷票，订票	2019-10-24T03:35:53Z
47	mitmproxy	16638	2155	Python	294	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-10-29T15:15:09Z
48	algorithms	16184	3176	Python	92	Minimal examples of data structures and algorithms in Python	2019-10-30T07:19:23Z
49	transformers	16021	3704	Python	317	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2019-10-30T10:40:39Z
50	django-rest-framework	15693	4601	Python	237	Web APIs for Django. 🎸	2019-10-29T17:53:23Z
51	python-fire	15559	944	Python	62	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-10-11T17:09:49Z
52	odoo	15558	11151	Python	2445	Odoo. Open Source Apps To Grow Your Business.	2019-10-30T11:01:21Z
53	algo	15534	1344	Python	56	Set up a personal VPN in the cloud	2019-10-30T07:38:40Z
54	sqlmap	15469	3356	Python	48	Automatic SQL injection and database takeover tool	2019-10-29T14:07:35Z
55	macOS-Security-and-Privacy-Guide	15282	1076	Python	3	Guide to securing and improving privacy on macOS	2019-10-25T16:57:01Z
56	reddit	15138	2781	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
57	Python	15007	7510	Python	118	My Python Examples	2019-10-29T16:25:08Z
58	spaCy	14954	2594	Python	118	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-10-30T10:50:32Z
59	ZeroNet	14781	1908	Python	623	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-10-30T10:23:34Z
60	Mask_RCNN	14558	6637	Python	1161	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-10-24T11:59:18Z
61	manim	14504	1704	Python	140	Animation engine for explanatory math videos	2019-10-28T22:40:11Z
62	d2l-zh	14429	3642	Python	6	《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。	2019-10-29T00:15:17Z
63	glances	14368	969	Python	123	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-10-27T10:44:25Z
64	magenta	14150	2844	Python	220	Magenta: Music and Art Generation with Machine Intelligence	2019-10-29T05:55:53Z
65	redash	14115	2414	Python	476	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-10-30T07:53:10Z
66	wechat_jump_game	13936	4663	Python	29	微信《跳一跳》Python 辅助	2019-10-22T20:51:50Z
67	pytorch-tutorial	13893	4352	Python	58	PyTorch Tutorial for Deep Learning Researchers	2019-10-24T09:31:59Z
68	ipython	13835	3900	Python	1238	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-10-30T05:08:44Z
69	funNLP	13823	4104	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。	2019-10-15T13:35:10Z
70	hosts	13808	1232	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.	2019-10-29T00:53:50Z
71	pyspider	13770	3376	Python	251	A Powerful Spider(Web Crawler) System in Python.	2019-10-25T16:32:51Z
72	celery	13722	3496	Python	352	Distributed Task Queue (development branch)	2019-10-29T19:56:31Z
73	TensorFlow-Course	13624	2706	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-09-22T02:43:52Z
74	ML-From-Scratch	13615	2519	Python	16	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.	2019-10-29T03:20:32Z
75	black	13200	696	Python	230	The uncompromising Python code formatter	2019-10-30T10:11:21Z
76	sanic	12976	1218	Python	58	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-10-26T06:33:27Z
77	PySnooper	12809	796	Python	13	Never use print for debugging again	2019-10-23T08:03:34Z
78	bitcoinbook	12556	3645	Python	76	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-10-30T05:23:45Z
79	NLP-progress	12471	2152	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.	2019-10-30T05:25:42Z
80	luigi	12400	2037	Python	68	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.	2019-10-29T08:06:51Z
81	tqdm	12092	628	Python	221	A Fast, Extensible Progress Bar for Python and CLI	2019-10-29T12:28:14Z
82	bokeh	11938	2966	Python	450	Interactive Data Visualization in the browser, from Python	2019-10-29T21:37:13Z
83	nginx-proxy	11833	2171	Python	559	Automated nginx proxy for Docker containers using docker-gen	2019-10-08T13:07:56Z
84	fabric	11785	1779	Python	375	Simple, Pythonic remote execution and deployment.	2019-10-28T00:34:25Z
85	Awesome-Linux-Software	11658	1121	Python	10	A list of awesome applications, software, tools and other materials for Linux distros.	2019-10-27T17:09:28Z
86	wxpy	11241	1962	Python	283	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-07-14T17:59:47Z
87	locust	11200	1614	Python	70	Scalable user load testing tool written in Python	2019-10-30T10:27:01Z
88	material-theme	10998	788	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
89	powerline	10849	833	Python	165	Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.	2019-10-26T21:02:25Z
90	examples	10606	4941	Python	197	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2019-10-25T05:27:48Z
91	zulip	10578	3290	Python	1354	Zulip server - powerful open source team chat	2019-10-30T03:37:34Z
92	DeepFaceLab	10572	2430	Python	105	DeepFaceLab is a tool that utilizes machine learning to replace faces in videos. Includes prebuilt ready to work standalone Windows 7,8,10 binary (look readme.md).	2019-10-27T14:53:09Z
93	cookiecutter	10523	1165	Python	204	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-10-27T03:19:04Z
94	pix2code	10512	1110	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
95	algo	10480	3171	Python	59	数据结构和算法必知必会的50个代码实现	2019-10-25T09:40:24Z
96	ChromeAppHeroes	10416	915	Python	5	🌈谷粒-Chrome插件英雄榜, 为优秀的Chrome插件写一本中文说明书, 让Chrome插件英雄们造福人类~ ChromePluginHeroes, Write a Chinese manual for the excellent Chrome plugin, let the Chrome plugin heroes benefit the human~	2019-10-17T04:49:26Z
97	CheatSheetSeries	10394	1441	Python	53	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2019-10-29T18:55:25Z
98	awesome-algorithm	10380	2160	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
99	salt	10367	4686	Python	3070	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-10-30T08:53:18Z
100	autojump	10322	515	Python	156	A cd command that learns - easily navigate directories from the command line	2019-10-01T18:52:10Z