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	68186	10492	Python	93	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-06-26T17:57:47Z
2	public-apis	58501	6135	Python	72	A collective list of free APIs for use in software and web development.	2019-06-20T13:53:24Z
3	models	54625	33974	Python	1697	Models and examples built with TensorFlow	2019-06-28T22:42:50Z
4	Python	47750	13829	Python	199	All Algorithms implemented in Python	2019-06-29T01:33:40Z
5	flask	45014	12640	Python	17	The Python micro framework for building web applications.	2019-06-27T15:04:36Z
6	thefuck	44515	2222	Python	161	Magnificent app which corrects your previous console command.	2019-06-26T18:38:50Z
7	django	42446	18259	Python	229	The Web framework for perfectionists with deadlines.	2019-06-29T01:58:15Z
8	keras	42286	16118	Python	2440	Deep Learning for humans	2019-06-28T12:11:55Z
9	httpie	42120	2768	Python	158	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	2019-06-24T10:36:17Z
10	awesome-machine-learning	40534	10182	Python	2	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-06-25T14:25:26Z
11	requests	39161	7141	Python	240	Python HTTP Requests for Humans™ ✨🍰✨	2019-06-26T19:21:20Z
12	scikit-learn	35840	17536	Python	1934	scikit-learn: machine learning in Python	2019-06-28T20:07:12Z
13	scrapy	33402	7857	Python	814	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-06-27T13:59:56Z
14	XX-Net	28092	7600	Python	7793	a web proxy tool	2019-06-19T08:09:48Z
15	you-get	25331	5046	Python	317	⏬ Dumb downloader that scrapes the web	2019-06-18T14:48:57Z
16	face_recognition	25131	6727	Python	337	The world's simplest facial recognition api for Python and the command line	2019-06-28T17:44:28Z
17	home-assistant	24489	7142	Python	1286	🏡 Open source home automation that puts local control and privacy first	2019-06-29T02:38:47Z
18	Algorithm_Interview_Notes-Chinese	24131	7416	Python	26	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	2019-05-24T08:16:55Z
19	100-Days-Of-ML-Code	23814	5592	Python	41	100 Days of ML Coding	2019-06-08T14:57:19Z
20	CppCoreGuidelines	23295	3018	Python	128	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-06-28T08:18:04Z
21	tldr	22797	1688	Python	84	📚 Simplified and community-driven man pages	2019-06-28T10:05:53Z
22	sentry	21302	2433	Python	894	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-06-29T00:25:39Z
23	python-patterns	21033	4551	Python	9	A collection of design patterns/idioms in Python	2019-06-04T18:49:48Z
24	Detectron	20874	4485	Python	247	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-05-31T18:21:06Z
25	faceswap	19901	6622	Python	8	Non official project based on original /r/Deepfakes thread. Many thanks to him!	2019-06-28T17:35:09Z
26	linux-insides	19837	2124	Python	26	A little bit about a linux kernel	2019-05-30T23:45:08Z
27	tornado	17941	4982	Python	160	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-06-26T15:37:36Z
28	localstack	17543	1218	Python	439	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-06-28T21:35:22Z
29	ItChat	17515	4052	Python	184	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。	2019-05-24T03:13:26Z
30	interactive-coding-challenges	17469	2576	Python	42	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-05-17T09:22:54Z
31	pipenv	17385	1286	Python	302	Python Development Workflow for Humans.	2019-06-28T07:53:33Z
32	cheat.sh	16613	803	Python	40	the only cheat sheet you need	2019-05-31T19:49:06Z
33	compose	16523	2534	Python	495	Define and run multi-container applications with Docker	2019-06-24T10:16:31Z
34	data-science-ipython-notebooks	15917	4859	Python	8	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.	2019-04-10T10:46:55Z
35	AiLearning	15859	5602	Python	24	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-06-24T07:50:04Z
36	mitmproxy	15443	2002	Python	269	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-06-29T01:26:29Z
37	algorithms	15294	2855	Python	53	Minimal examples of data structures and algorithms in Python	2019-06-20T16:08:09Z
38	wtfpython	15031	1420	Python	16	A collection of surprising Python snippets and lesser-known features.	2019-06-28T05:03:21Z
39	reddit	15030	2756	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
40	macOS-Security-and-Privacy-Guide	14897	1041	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
41	source-code-pro	14705	1221	Python	37	Monospaced font family for user interface and coding environments	2019-06-10T07:39:30Z
42	django-rest-framework	14551	4310	Python	207	Web APIs for Django. ⚡️	2019-06-29T01:42:00Z
43	chinese-poetry	14085	2469	Python	28	最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。	2019-06-17T01:21:51Z
44	HelloGitHub	13837	1512	Python	29	:octocat: 分享 GitHub 上有趣、入门级的开源项目	2019-06-28T10:19:44Z
45	glances	13692	929	Python	114	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-06-20T18:50:00Z
46	spaCy	13671	2355	Python	164	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-06-28T14:23:11Z
47	ipython	13652	3829	Python	1191	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-06-28T23:55:53Z
48	algo	13613	1195	Python	47	Set up a personal IPSEC VPN in the cloud	2019-06-25T17:19:34Z
49	pyspider	13305	3264	Python	239	A Powerful Spider(Web Crawler) System in Python.	2019-06-18T16:10:44Z
50	redash	13005	2155	Python	469	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-06-29T02:18:44Z
51	hosts	12936	1139	Python	53	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.	2019-06-28T17:14:33Z
52	airflow	12830	4667	Python	300	Apache Airflow	2019-06-28T23:37:54Z
53	celery	12815	3319	Python	384	Distributed Task Queue (development branch)	2019-06-28T01:14:18Z
54	Mask_RCNN	12728	5643	Python	974	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-06-28T08:40:45Z
55	TensorFlow-Course	12376	2345	Python	1	Simple and ready-to-use tutorials for TensorFlow	2019-05-16T05:36:38Z
56	sanic	12310	1156	Python	39	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-06-27T05:56:22Z
57	pytorch-tutorial	12057	3698	Python	47	PyTorch Tutorial for Deep Learning Researchers	2019-05-12T21:44:06Z
58	bitcoinbook	11980	3479	Python	75	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-06-19T21:26:41Z
59	luigi	11799	1953	Python	41	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.	2019-06-27T09:45:26Z
60	PySnooper	11762	729	Python	9	Never use print for debugging again	2019-06-25T14:16:11Z
61	ML-From-Scratch	11644	2098	Python	11	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.	2019-06-09T02:21:59Z
62	Python	11617	6501	Python	78	My Python Examples	2019-06-28T19:50:26Z
63	fabric	11395	1725	Python	343	Simple, Pythonic remote execution and deployment.	2019-06-21T16:34:47Z
64	black	11131	562	Python	172	The uncompromising Python code formatter	2019-06-28T16:31:55Z
65	nginx-proxy	11073	2055	Python	531	Automated nginx proxy for Docker containers using docker-gen	2019-06-23T13:22:27Z
66	NLP-progress	10969	1790	Python	15	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.	2019-06-27T14:08:10Z
67	tqdm	10575	557	Python	201	A Fast, Extensible Progress Bar for Python and CLI	2019-06-26T23:27:00Z
68	awesome-algorithm	10546	2123	Python	2	Lisanaaa 小专栏	2019-06-27T10:46:07Z
69	powerline	10477	808	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.	2019-06-12T22:27:54Z
70	pix2code	10274	1059	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
71	salt	10030	4589	Python	2572	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-06-29T00:03:57Z
72	bokeh	9914	2609	Python	412	Interactive Web Plotting for Python	2019-06-28T22:35:03Z
73	requests-html	9809	588	Python	56	Pythonic HTML Parsing for Humans™	2019-05-31T17:23:28Z
74	d2l-zh	9652	2460	Python	1	《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（STAT 157）”教材。	2019-06-27T09:09:27Z
75	funNLP	9631	2654	Python	0	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。	2019-06-20T09:02:51Z
76	yapf	9398	641	Python	233	A formatter for Python files	2019-06-27T17:32:02Z
77	Zappa	9342	1010	Python	563	Serverless Python	2019-06-28T15:44:20Z
78	neural-enhance	9307	1010	Python	121	Super Resolution for images using deep learning.	2018-01-25T05:01:58Z
79	examples	9202	4280	Python	167	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2019-06-20T16:54:16Z
80	neural-doodle	9146	822	Python	48	Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)	2019-04-11T05:05:51Z
81	tflearn	9131	2304	Python	555	Deep learning library featuring a higher-level API for TensorFlow.	2019-04-12T10:05:38Z
82	inter	9003	174	Python	19	The Inter font family	2019-06-03T17:26:31Z
83	sshuttle	8998	671	Python	22	Wrong project! You should head over to http://github.com/sshuttle/sshuttle	2018-02-15T13:16:12Z
84	zipline	8980	2773	Python	303	Zipline, a Pythonic Algorithmic Trading Library	2019-06-25T15:03:07Z
85	RocAlphaGo	8930	2483	Python	30	An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.	2018-06-09T13:55:11Z
86	pelican	8864	1580	Python	144	Static site generator that supports Markdown and reST syntax. Powered by Python.	2019-06-28T15:45:18Z
87	Theano	8825	2489	Python	656	Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.	2019-06-01T05:33:19Z
88	wxpy	8811	1591	Python	268	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-06-21T02:36:31Z
89	mackup	8750	695	Python	287	Keep your application settings in sync (OS X/Linux)	2019-06-20T16:49:33Z
90	prophet	8713	2128	Python	82	Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.	2019-06-28T18:41:22Z
91	ChromeAppHeroes	8678	713	Python	2	🌈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~	2019-06-28T01:06:38Z
92	magic-wormhole	8633	334	Python	93	get things from one computer to another, safely	2019-06-04T18:57:20Z
93	awesome-python-login-model	8582	1628	Python	48	😮python模拟登陆一些大型网站，还有一些简单的爬虫，希望对你们有所帮助❤️，如果喜欢记得给个star哦🌟	2019-06-20T02:05:58Z
94	ChatterBot	8526	2971	Python	98	ChatterBot is a machine learning, conversational dialog engine for creating chat bots	2019-06-22T14:13:16Z
95	facenet	8454	3509	Python	393	Face recognition using Tensorflow	2019-05-25T02:03:02Z
96	awesome-python-applications	8418	1466	Python	22	💿 Free software that works great, and also happens to be open-source Python.	2019-06-26T12:08:19Z
97	newspaper	8303	1387	Python	297	News, full-text, and article metadata extraction in Python 3. Advanced docs:	2019-06-10T15:13:24Z
98	speedtest-cli	8250	1158	Python	21	Command line interface for testing internet bandwidth using speedtest.net	2019-03-13T21:08:08Z
99	mailinabox	8206	875	Python	243	Mail-in-a-Box helps individuals take back control of their email by defining a one-click, easy-to-deploy SMTP+everything else server: a mail server in a box.	2019-06-27T15:24:41Z
100	tensor2tensor	8205	2094	Python	416	Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.	2019-06-29T00:57:54Z