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	77222	12677	Python	119	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-11-16T03:54:41Z
2	awesome-python	76236	14967	Python	86	A curated list of awesome Python frameworks, libraries, software and resources	2019-11-24T07:27:32Z
3	public-apis	65907	7398	Python	53	A collective list of free APIs for use in software and web development.	2019-11-26T12:40:49Z
4	Python	62886	18850	Python	243	All Algorithms implemented in Python	2019-11-27T10:30:26Z
5	models	59770	37855	Python	1889	Models and examples built with TensorFlow	2019-11-27T05:20:16Z
6	youtube-dl	58239	10083	Python	3084	Command-line program to download videos from YouTube.com and other video sites	2019-11-26T22:58:20Z
7	thefuck	50542	2521	Python	204	Magnificent app which corrects your previous console command.	2019-11-27T03:30:10Z
8	flask	47703	13083	Python	24	The Python micro framework for building web applications.	2019-11-24T23:38:51Z
9	keras	45618	17312	Python	2702	Deep Learning for humans	2019-11-24T16:50:38Z
10	django	45474	19634	Python	253	The Web framework for perfectionists with deadlines.	2019-11-27T10:47:52Z
11	httpie	43883	2882	Python	156	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	2019-11-01T12:49:21Z
12	awesome-machine-learning	42671	10806	Python	3	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-11-15T13:25:12Z
13	requests	40885	7441	Python	281	A simple, yet elegant HTTP library.	2019-11-25T06:53:15Z
14	ansible	40615	17558	Python	6289	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/	2019-11-27T11:00:43Z
15	scikit-learn	38259	18793	Python	1989	scikit-learn: machine learning in Python	2019-11-27T10:32:48Z
16	scrapy	35221	8184	Python	722	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-11-26T16:12:21Z
17	big-list-of-naughty-strings	33559	1452	Python	76	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
18	shadowsocks	31962	19535	Python	449	None	2019-11-06T02:01:03Z
19	face_recognition	30067	8254	Python	403	The world's simplest facial recognition api for Python and the command line	2019-11-20T15:09:50Z
20	XX-Net	29123	7776	Python	7372	a web proxy tool	2019-09-19T15:57:39Z
21	home-assistant	28699	8504	Python	1036	🏡 Open source home automation that puts local control and privacy first	2019-11-27T10:27:49Z
22	you-get	28278	5647	Python	327	⏬ Dumb downloader that scrapes the web	2019-11-25T12:24:04Z
23	cpython	27976	12567	Python	1006	The Python programming language	2019-11-27T10:39:41Z
24	faceswap	27632	8870	Python	17	Deepfakes Software For All	2019-11-25T02:02:29Z
25	100-Days-Of-ML-Code	27138	6712	Python	50	100 Days of ML Coding	2019-10-20T09:33:50Z
26	certbot	25922	2724	Python	624	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.	2019-11-27T02:43:08Z
27	CppCoreGuidelines	25233	3333	Python	155	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-11-22T18:32:08Z
28	Deep-Learning-Papers-Reading-Roadmap	24561	5633	Python	73	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-10-13T06:28:29Z
29	tldr	24251	1856	Python	123	📚 Simplified and community-driven man pages	2019-11-27T10:48:41Z
30	sentry	22990	2636	Python	969	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-11-27T10:49:09Z
31	python-patterns	22870	4862	Python	10	A collection of design patterns/idioms in Python	2019-11-16T00:08:00Z
32	interview_internal_reference	22711	6225	Python	13	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。	2019-11-20T13:58:33Z
33	pandas	22453	8934	Python	3321	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-11-27T10:25:35Z
34	Detectron	22432	4947	Python	287	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-11-04T18:17:30Z
35	AiLearning	21680	7602	Python	29	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-11-06T10:19:52Z
36	localstack	21636	1520	Python	357	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-11-27T07:51:23Z
37	jieba	20972	5327	Python	508	结巴中文分词	2019-11-26T04:11:57Z
38	linux-insides	20448	2244	Python	32	A little bit about a linux kernel	2019-11-24T13:09:07Z
39	YouCompleteMe	20177	2311	Python	45	A code-completion engine for Vim	2019-11-24T12:27:40Z
40	bert	19838	5339	Python	576	TensorFlow code and pre-trained models for BERT	2019-11-14T01:57:03Z
41	ItChat	19177	4461	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
42	gym	18951	5267	Python	90	A toolkit for developing and comparing reinforcement learning algorithms.	2019-11-27T07:15:40Z
43	pipenv	18949	1420	Python	334	Python Development Workflow for Humans.	2019-11-20T22:28:04Z
44	interactive-coding-challenges	18607	2835	Python	53	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-22T16:06:47Z
45	tornado	18573	5092	Python	180	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-11-23T20:48:44Z
46	incubator-mxnet	18077	6444	Python	1558	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-11-27T10:43:49Z
47	compose	17996	2832	Python	334	Define and run multi-container applications with Docker	2019-11-25T14:20:47Z
48	12306	17804	5588	Python	67	12306智能刷票，订票	2019-11-08T05:25:16Z
49	cheat.sh	17771	863	Python	51	the only cheat sheet you need	2019-10-30T16:45:29Z
50	transformers	17743	4095	Python	390	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2019-11-27T10:07:20Z
51	data-science-ipython-notebooks	17671	5430	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
52	HelloGitHub	16969	1915	Python	5	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-11-27T09:41:48Z
53	mitmproxy	16909	2184	Python	274	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-11-26T02:45:08Z
54	algorithms	16364	3217	Python	96	Minimal examples of data structures and algorithms in Python	2019-11-26T10:07:33Z
55	wtfpython	16252	1575	Python	25	A collection of surprising Python snippets and lesser-known features.	2019-10-28T17:18:22Z
56	algo	15993	1371	Python	56	Set up a personal VPN in the cloud	2019-11-27T06:48:37Z
57	django-rest-framework	15933	4670	Python	232	Web APIs for Django. 🎸	2019-11-23T21:32:14Z
58	odoo	15855	11287	Python	2511	Odoo. Open Source Apps To Grow Your Business.	2019-11-27T11:00:50Z
59	python-fire	15744	950	Python	63	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-10-11T17:09:49Z
60	sqlmap	15715	3402	Python	45	Automatic SQL injection and database takeover tool	2019-11-26T15:22:28Z
61	Python	15696	7751	Python	111	My Python Examples	2019-11-25T14:40:00Z
62	macOS-Security-and-Privacy-Guide	15336	1082	Python	3	Guide to securing and improving privacy on macOS	2019-11-20T21:53:54Z
63	reddit	15180	2790	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
64	spaCy	15171	2656	Python	157	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-11-26T15:10:09Z
65	manim	15077	1785	Python	153	Animation engine for explanatory math videos	2019-11-27T00:16:14Z
66	ZeroNet	14946	1943	Python	631	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-11-27T02:08:28Z
67	d2l-zh	14939	3807	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。	2019-11-27T09:13:02Z
68	Mask_RCNN	14920	6855	Python	1199	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-11-21T07:53:14Z
69	funNLP	14745	4390	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。	2019-11-22T07:40:38Z
70	airflow	14706	5542	Python	338	Apache Airflow	2019-11-27T10:45:27Z
71	glances	14545	971	Python	121	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-11-24T16:41:18Z
72	pytorch-tutorial	14440	4519	Python	59	PyTorch Tutorial for Deep Learning Researchers	2019-10-24T09:31:59Z
73	magenta	14299	2885	Python	221	Magenta: Music and Art Generation with Machine Intelligence	2019-11-26T12:45:26Z
74	hosts	14059	1252	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.	2019-11-27T05:01:40Z
75	wechat_jump_game	13915	4657	Python	29	微信《跳一跳》Python 辅助	2019-10-22T20:51:50Z
76	celery	13912	3522	Python	378	Distributed Task Queue (development branch)	2019-11-25T21:53:30Z
77	ipython	13898	3910	Python	1240	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-11-26T22:06:08Z
78	ML-From-Scratch	13893	2609	Python	18	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.	2019-11-06T02:49:00Z
79	pyspider	13864	3397	Python	255	A Powerful Spider(Web Crawler) System in Python.	2019-11-14T06:16:19Z
80	TensorFlow-Course	13767	2753	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-09-22T02:43:52Z
81	black	13647	729	Python	259	The uncompromising Python code formatter	2019-11-25T22:16:02Z
82	sanic	13126	1230	Python	58	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-11-21T15:33:51Z
83	NLP-progress	12932	2235	Python	22	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.	2019-11-27T03:58:21Z
84	PySnooper	12899	802	Python	13	Never use print for debugging again	2019-11-19T17:08:24Z
85	Real-Time-Voice-Cloning	12868	2157	Python	68	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2019-11-15T01:06:12Z
86	bitcoinbook	12780	3711	Python	80	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-11-20T07:32:33Z
87	luigi	12542	2059	Python	71	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.	2019-11-27T09:54:51Z
88	tqdm	12423	642	Python	224	A Fast, Extensible Progress Bar for Python and CLI	2019-11-26T18:03:12Z
89	bokeh	12231	3111	Python	456	Interactive Data Visualization in the browser, from Python	2019-11-27T10:13:02Z
90	nginx-proxy	11995	2188	Python	568	Automated nginx proxy for Docker containers using docker-gen	2019-11-08T14:00:08Z
91	fabric	11868	1783	Python	379	Simple, Pythonic remote execution and deployment.	2019-11-26T13:03:51Z
92	Awesome-Linux-Software	11738	1134	Python	12	A list of awesome applications, software, tools and other materials for Linux distros.	2019-11-23T12:45:31Z
93	locust	11461	1642	Python	29	Scalable user load testing tool written in Python	2019-11-26T09:02:24Z
94	wxpy	11419	2011	Python	288	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-07-14T17:59:47Z
95	algo	11296	3459	Python	62	数据结构和算法必知必会的50个代码实现	2019-11-27T07:44:53Z
96	ChromeAppHeroes	11162	995	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~	2019-11-26T06:21:55Z
97	DeepFaceLab	11161	2555	Python	126	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).	2019-11-24T16:33:40Z
98	examples	11020	5149	Python	208	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2019-11-23T18:13:43Z
99	material-theme	11010	792	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
100	powerline	10942	839	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.	2019-11-20T07:39:26Z