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	67658	10382	Python	91	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-06-19T10:19:07Z
2	thefuck	44421	2215	Python	166	Magnificent app which corrects your previous console command.	2019-06-18T02:33:12Z
3	django	42356	18226	Python	230	The Web framework for perfectionists with deadlines.	2019-06-25T00:36:36Z
4	keras	42184	16079	Python	2425	Deep Learning for humans	2019-06-25T00:02:31Z
5	httpie	42046	2764	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
6	requests	39092	7128	Python	235	Python HTTP Requests for Humans™ ✨🍰✨	2019-06-24T17:13:08Z
7	scikit-learn	35770	17506	Python	1928	scikit-learn: machine learning in Python	2019-06-25T02:18:39Z
8	you-get	25100	4999	Python	317	⏬ Dumb downloader that scrapes the web	2019-06-18T14:48:57Z
9	face_recognition	25000	6689	Python	331	The world's simplest facial recognition api for Python and the command line	2019-06-13T10:07:03Z
10	home-assistant	24418	7114	Python	1260	🏡 Open source home automation that puts local control and privacy first	2019-06-25T03:00:32Z
11	Algorithm_Interview_Notes-Chinese	24047	7389	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
12	100-Days-Of-ML-Code	23744	5574	Python	41	100 Days of ML Coding	2019-06-08T14:57:19Z
13	CppCoreGuidelines	23239	3011	Python	126	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-06-23T22:46:51Z
14	tldr	22757	1685	Python	85	📚 Simplified and community-driven man pages	2019-06-24T23:23:01Z
15	sentry	21254	2431	Python	877	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-06-25T02:08:30Z
16	python-patterns	20992	4542	Python	9	A collection of design patterns/idioms in Python	2019-06-04T18:49:48Z
17	Detectron	20808	4466	Python	243	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-05-31T18:21:06Z
18	faceswap	19690	6541	Python	12	Non official project based on original /r/Deepfakes thread. Many thanks to him!	2019-06-24T23:13:47Z
19	tornado	17919	4980	Python	156	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-06-23T22:57:57Z
20	localstack	17484	1211	Python	430	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-06-21T10:59:05Z
21	pipenv	17350	1285	Python	304	Python Development Workflow for Humans.	2019-06-24T06:40:18Z
22	cheat.sh	16588	803	Python	41	the only cheat sheet you need	2019-05-31T19:49:06Z
23	data-science-ipython-notebooks	15879	4852	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
24	algorithms	15265	2848	Python	53	Minimal examples of data structures and algorithms in Python	2019-06-20T16:08:09Z
25	reddit	15021	2759	Python	303	historical code from reddit.com	2017-10-17T19:57:07Z
26	wtfpython	14918	1402	Python	15	A collection of surprising Python snippets and lesser-known features.	2019-06-10T19:13:56Z
27	macOS-Security-and-Privacy-Guide	14881	1038	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
28	chinese-poetry	14054	2460	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
29	HelloGitHub	13712	1497	Python	39	:octocat: 分享 GitHub 上有趣、入门级的开源项目「每月28号更新」	2019-06-21T09:03:13Z
30	glances	13669	926	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
31	algo	13577	1195	Python	47	Set up a personal IPSEC VPN in the cloud	2019-06-24T20:26:01Z
32	redash	12961	2148	Python	465	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-06-24T19:03:29Z
33	airflow	12751	4635	Python	298	Apache Airflow	2019-06-24T22:59:59Z
34	Mask_RCNN	12631	5592	Python	963	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-06-21T11:47:52Z
35	bitcoinbook	11964	3476	Python	75	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-06-19T21:26:41Z
36	Python	11567	6478	Python	77	My Python Examples	2019-06-17T05:05:16Z
37	fabric	11377	1724	Python	343	Simple, Pythonic remote execution and deployment.	2019-06-21T16:34:47Z
38	black	11054	555	Python	173	The uncompromising Python code formatter	2019-06-24T15:44:48Z
39	NLP-progress	10925	1774	Python	14	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.	2019-06-23T21:03:37Z
40	powerline	10458	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
41	pix2code	10268	1057	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
42	requests-html	9790	583	Python	56	Pythonic HTML Parsing for Humans™	2019-05-31T17:23:28Z
43	d2l-zh	9501	2419	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（STAT 157）”教材。	2019-06-24T03:33:35Z
44	funNLP	9470	2587	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
45	neural-doodle	9142	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
46	tflearn	9131	2306	Python	555	Deep learning library featuring a higher-level API for TensorFlow.	2019-04-12T10:05:38Z
47	inter	8987	174	Python	19	The Inter font family	2019-06-03T17:26:31Z
48	Theano	8822	2488	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
49	prophet	8681	2110	Python	78	Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.	2019-06-24T20:04:03Z
50	awesome-python-login-model	8527	1607	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
51	ChatterBot	8502	2964	Python	97	ChatterBot is a machine learning, conversational dialog engine for creating chat bots	2019-06-22T14:13:16Z
52	facenet	8418	3497	Python	390	Face recognition using Tensorflow	2019-05-25T02:03:02Z
53	awesome-python-applications	8378	1449	Python	20	💿 Free software that works great, and also happens to be open-source Python.	2019-06-12T17:02:05Z
54	newspaper	8291	1385	Python	297	News, full-text, and article metadata extraction in Python 3. Advanced docs:	2019-06-10T15:13:24Z
55	speedtest-cli	8230	1156	Python	20	Command line interface for testing internet bandwidth using speedtest.net	2019-03-13T21:08:08Z
56	mailinabox	8194	874	Python	241	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.	2019-06-19T12:33:09Z
57	aws-cli	8178	1760	Python	538	Universal Command Line Interface for Amazon Web Services	2019-06-24T21:08:19Z
58	PayloadsAllTheThings	8138	2512	Python	2	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2019-06-24T12:32:12Z
59	InstaPy	8135	2222	Python	179	📷 Instagram Bot - Tool for automated Instagram interactions	2019-06-24T14:45:13Z
60	faker	8032	942	Python	89	Faker is a Python package that generates fake data for you.	2019-06-22T09:14:31Z
61	DeepCreamPy	8019	818	Python	8	Decensoring Hentai with Deep Neural Networks	2019-06-23T10:57:34Z
62	walle-web	7977	2077	Python	223	walle - 瓦力 Devops开源项目代码部署平台	2019-06-17T13:12:27Z
63	termtosvg	7928	283	Python	12	Record terminal sessions as SVG animations	2019-06-16T11:57:16Z
64	mkdocs	7870	1179	Python	88	Project documentation with Markdown.	2019-06-23T22:58:12Z
65	Mailpile	7834	930	Python	389	A free & open modern, fast email client with user-friendly encryption and privacy features	2019-06-21T17:20:05Z
66	aiohttp	7830	1176	Python	263	Asynchronous HTTP client/server framework for asyncio and Python	2019-06-23T05:21:24Z
67	python-spider	7738	3036	Python	1	:rainbow:Python3网络爬虫实战：VIP视频破解助手；GEETEST验证码破解；小说、动漫下载；手机APP爬取；财务报表入库；火车票抢票；抖音APP视频下载；百万英雄辅助；网易云音乐下载；B站视频和弹幕下载；京东晒单图下载	2019-03-04T04:55:48Z
68	click	7727	771	Python	208	Python composable command line interface toolkit	2019-06-20T18:56:55Z
69	wtfpython-cn	7565	1408	Python	3	wtfpython的中文翻译/施工结束/ 能力有限，欢迎帮我改进翻译	2019-06-12T08:05:04Z
70	wttr.in	7557	422	Python	101	⛅ The right way to check the weather	2019-06-24T19:43:31Z
71	http-prompt	7411	278	Python	29	HTTPie + prompt_toolkit = an interactive command-line HTTP client featuring autocomplete and syntax highlighting	2019-06-14T07:56:17Z
72	ungoogled-chromium	7340	309	Python	62	Google Chromium, sans integration with Google	2019-06-24T02:44:54Z
73	12306	7165	2159	Python	25	12306智能刷票，订票	2019-06-24T11:22:18Z
74	universe	7073	851	Python	0	Universe: a software platform for measuring and training an AI's general intelligence across the world's supply of games, websites and other applications.	2018-04-05T18:58:15Z
75	q	7010	317	Python	65	q - Run SQL directly on CSV or TSV files	2019-06-14T09:39:07Z
76	pattern	7007	1380	Python	133	Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.	2019-06-19T18:54:13Z
77	bcc	6923	1177	Python	354	BCC - Tools for BPF-based Linux IO analysis, networking, monitoring, and more	2019-06-24T16:24:43Z
78	explainshell	6824	441	Python	95	match command-line arguments to their help text	2019-05-29T22:01:42Z
79	Gooey	6767	423	Python	52	Turn (almost) any Python command line program into a full GUI application with one line	2019-06-03T09:05:44Z
80	TrumpScript	6767	389	Python	9	Make Python great again	2019-06-21T04:50:36Z
81	USTC-Course	6743	2103	Python	2	:heart:中国科学技术大学课程资源	2019-06-17T07:43:49Z
82	XSStrike	6724	831	Python	17	Most advanced XSS scanner.	2019-06-08T17:25:50Z
83	peewee	6587	1091	Python	0	a small, expressive orm -- supports postgresql, mysql and sqlite	2019-06-24T19:22:09Z
84	proxy_pool	6577	1975	Python	160	Python爬虫代理IP池(proxy pool)	2019-06-09T07:35:07Z
85	maybe	6486	173	Python	18	📂 🐇 🎩 See what a program does before deciding whether you really want it to happen (NO LONGER MAINTAINED)	2017-01-22T11:38:22Z
86	boto	6323	2296	Python	1165	For the latest version of boto, see https://github.com/boto/boto3 -- Python interface to Amazon Web Services	2019-06-19T13:19:27Z
87	Pillow	6322	1260	Python	207	The friendly PIL fork (Python Imaging Library)	2019-06-24T19:55:05Z
88	tutorials	6288	3845	Python	8	机器学习相关教程	2018-10-10T13:39:50Z
89	spinnaker	6223	897	Python	409	Spinnaker is an open source, multi-cloud continuous delivery platform for releasing software changes with high velocity and confidence.	2019-06-24T17:30:27Z
90	bottle	6213	1213	Python	277	bottle.py is a fast and simple micro-framework for python web-applications.	2019-06-23T17:10:29Z
91	visdom	6192	742	Python	46	A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.	2019-06-20T21:12:09Z
92	WeixinBot	6157	1820	Python	185	网页版微信API，包含终端版微信及微信机器人	2018-01-02T19:53:21Z
93	deis	6115	861	Python	4	Deis v1, the CoreOS and Docker PaaS: Your PaaS. Your Rules.	2019-05-05T05:29:20Z
94	awx	6085	1365	Python	673	AWX Project	2019-06-24T21:18:41Z
95	DeDRM_tools	6003	546	Python	208	DeDRM tools for ebooks	2019-06-24T16:50:24Z
96	howmanypeoplearearound	5990	305	Python	17	Count the number of people around you 👨‍👨‍👦 by monitoring wifi signals 📡	2019-03-23T05:10:06Z
97	fashion-mnist	5973	1134	Python	10	A MNIST-like fashion product database. Benchmark 👉	2019-05-09T07:36:01Z
98	qrcode	5966	917	Python	34	artistic QR Code in Python （Animated GIF qr code）- Python 艺术二维码生成器 （GIF动态二维码、图片二维码）	2019-01-22T06:44:58Z
99	pyecharts	5964	1279	Python	57	🎨 Python Echarts Plotting Library	2019-06-24T21:37:15Z
100	the-gan-zoo	5894	1304	Python	12	A list of all named GANs!	2019-02-10T10:20:01Z