Github-Ranking/Top100/Python.md

Github Ranking

Top 100 Stars in Python

Ranking	Project Name	Stars	Forks	Language	Open Issues	Description	Last Commit
1	public-apis	64377	7198	Python	50	A collective list of free APIs for use in software and web development.	2019-11-03T10:56:55Z
2	models	58966	37230	Python	1857	Models and examples built with TensorFlow	2019-11-02T03:15:36Z
3	youtube-dl	57358	9952	Python	3092	Command-line program to download videos from YouTube.com and other video sites	2019-11-04T10:13:41Z
4	flask	47332	13030	Python	26	The Python micro framework for building web applications.	2019-11-04T04:43:43Z
5	keras	45168	17162	Python	2652	Deep Learning for humans	2019-11-04T07:04:07Z
6	django	45035	19411	Python	243	The Web framework for perfectionists with deadlines.	2019-11-04T10:38:37Z
7	httpie	43657	2865	Python	154	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
8	awesome-machine-learning	42408	10731	Python	4	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-11-03T14:29:25Z
9	requests	40683	7392	Python	271	A simple, yet elegant HTTP library.	2019-11-04T10:30:46Z
10	ansible	40092	17295	Python	6278	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/	2019-11-04T10:41:20Z
11	scikit-learn	37819	18644	Python	2005	scikit-learn: machine learning in Python	2019-11-04T09:10:09Z
12	scrapy	34953	8127	Python	718	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-11-03T19:21:07Z
13	big-list-of-naughty-strings	33475	1441	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
14	face_recognition	29483	8080	Python	393	The world's simplest facial recognition api for Python and the command line	2019-11-03T16:32:56Z
15	XX-Net	29035	7769	Python	7366	a web proxy tool	2019-09-19T15:57:39Z
16	home-assistant	27963	8272	Python	1050	🏡 Open source home automation that puts local control and privacy first	2019-11-04T10:51:39Z
17	you-get	27811	5563	Python	321	⏬ Dumb downloader that scrapes the web	2019-10-27T18:04:05Z
18	cpython	27526	12268	Python	985	The Python programming language	2019-11-04T05:55:23Z
19	faceswap	27136	8759	Python	22	Deepfakes Software For All	2019-11-03T23:04:25Z
20	100-Days-Of-ML-Code	26939	6634	Python	50	100 Days of ML Coding	2019-10-20T09:33:50Z
21	CppCoreGuidelines	24932	3286	Python	154	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
22	tldr	24024	1839	Python	127	📚 Simplified and community-driven man pages	2019-11-04T09:54:20Z
23	python-patterns	22613	4818	Python	12	A collection of design patterns/idioms in Python	2019-11-03T21:49:03Z
24	sentry	22606	2598	Python	954	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-11-04T10:22:45Z
25	pandas	22107	8813	Python	3317	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-11-04T10:58:50Z
26	interview_internal_reference	21910	5949	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
27	AiLearning	21013	7379	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
28	linux-insides	20375	2233	Python	32	A little bit about a linux kernel	2019-11-01T17:36:53Z
29	localstack	20247	1450	Python	440	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-11-04T09:12:29Z
30	bert	19284	5137	Python	538	TensorFlow code and pre-trained models for BERT	2019-11-04T07:21:58Z
31	ItChat	19017	4415	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
32	pipenv	18734	1407	Python	318	Python Development Workflow for Humans.	2019-10-30T19:44:12Z
33	gym	18678	5160	Python	91	A toolkit for developing and comparing reinforcement learning algorithms.	2019-11-02T22:58:51Z
34	tornado	18509	5077	Python	178	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-11-03T22:08:53Z
35	interactive-coding-challenges	18452	2794	Python	53	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-22T16:06:47Z
36	compose	17752	2787	Python	350	Define and run multi-container applications with Docker	2019-11-03T23:44:48Z
37	cheat.sh	17682	857	Python	51	the only cheat sheet you need	2019-10-30T16:45:29Z
38	data-science-ipython-notebooks	17533	5384	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
39	12306	17457	5489	Python	61	12306智能刷票，订票	2019-10-24T03:35:53Z
40	mitmproxy	16685	2156	Python	296	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-10-31T19:09:33Z
41	HelloGitHub	16670	1865	Python	14	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-10-31T07:43:37Z
42	transformers	16332	3756	Python	325	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2019-11-04T10:49:03Z
43	algorithms	16221	3184	Python	93	Minimal examples of data structures and algorithms in Python	2019-11-02T18:07:11Z
44	wtfpython	16169	1560	Python	22	A collection of surprising Python snippets and lesser-known features.	2019-10-28T17:18:22Z
45	django-rest-framework	15728	4608	Python	242	Web APIs for Django. 🎸	2019-11-02T17:30:04Z
46	odoo	15605	11182	Python	2460	Odoo. Open Source Apps To Grow Your Business.	2019-11-04T11:00:01Z
47	python-fire	15587	944	Python	61	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-10-11T17:09:49Z
48	macOS-Security-and-Privacy-Guide	15289	1077	Python	3	Guide to securing and improving privacy on macOS	2019-10-25T16:57:01Z
49	spaCy	15000	2605	Python	125	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-11-04T10:47:05Z
50	manim	14610	1724	Python	144	Animation engine for explanatory math videos	2019-10-31T11:40:25Z
51	Mask_RCNN	14607	6672	Python	1170	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-11-01T01:24:45Z
52	d2l-zh	14509	3665	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。	2019-11-01T06:46:20Z
53	airflow	14472	5428	Python	332	Apache Airflow	2019-11-04T10:45:28Z
54	glances	14403	967	Python	118	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-11-02T12:43:01Z
55	magenta	14175	2854	Python	217	Magenta: Music and Art Generation with Machine Intelligence	2019-11-02T17:06:14Z
56	redash	14148	2420	Python	483	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-11-04T10:26:14Z
57	funNLP	13985	4159	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
58	pytorch-tutorial	13946	4379	Python	58	PyTorch Tutorial for Deep Learning Researchers	2019-10-24T09:31:59Z
59	wechat_jump_game	13939	4660	Python	29	微信《跳一跳》Python 辅助	2019-10-22T20:51:50Z
60	ipython	13848	3900	Python	1239	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-11-03T03:53:06Z
61	hosts	13834	1236	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.	2019-11-03T17:35:44Z
62	pyspider	13786	3379	Python	251	A Powerful Spider(Web Crawler) System in Python.	2019-10-25T16:32:51Z
63	celery	13757	3497	Python	360	Distributed Task Queue (development branch)	2019-11-04T11:00:13Z
64	ML-From-Scratch	13664	2529	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
65	TensorFlow-Course	13642	2716	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-09-22T02:43:52Z
66	black	13275	706	Python	235	The uncompromising Python code formatter	2019-11-04T01:17:06Z
67	sanic	12998	1221	Python	56	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-11-01T17:32:51Z
68	PySnooper	12826	794	Python	13	Never use print for debugging again	2019-10-23T08:03:34Z
69	bitcoinbook	12647	3668	Python	76	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-10-30T05:23:45Z
70	NLP-progress	12593	2172	Python	21	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.	2019-11-03T12:30:11Z
71	luigi	12417	2039	Python	65	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.	2019-11-01T21:47:04Z
72	tqdm	12146	627	Python	219	A Fast, Extensible Progress Bar for Python and CLI	2019-11-01T13:30:38Z
73	bokeh	12016	3079	Python	459	Interactive Data Visualization in the browser, from Python	2019-11-04T05:25:52Z
74	nginx-proxy	11863	2174	Python	564	Automated nginx proxy for Docker containers using docker-gen	2019-11-04T07:38:06Z
75	fabric	11803	1780	Python	377	Simple, Pythonic remote execution and deployment.	2019-10-28T00:34:25Z
76	wxpy	11281	1978	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
77	locust	11229	1617	Python	34	Scalable user load testing tool written in Python	2019-11-04T10:22:36Z
78	powerline	10858	837	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.	2019-11-03T10:16:39Z
79	examples	10672	4977	Python	200	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2019-11-03T03:06:25Z
80	DeepFaceLab	10628	2446	Python	111	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).	2019-11-04T10:52:23Z
81	ChromeAppHeroes	10592	939	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
82	algo	10557	3209	Python	60	数据结构和算法必知必会的50个代码实现	2019-11-02T07:17:44Z
83	cookiecutter	10543	1168	Python	207	A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, jQuery plugin projects.	2019-11-01T15:00:35Z
84	CheatSheetSeries	10536	1465	Python	54	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2019-11-01T19:44:47Z
85	pix2code	10521	1113	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-10-30T18:09:14Z
86	PayloadsAllTheThings	10404	3250	Python	5	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2019-11-04T08:11:27Z
87	salt	10378	4688	Python	3087	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-11-04T09:28:37Z
88	awesome-algorithm	10370	2158	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
89	requests-html	10368	646	Python	85	Pythonic HTML Parsing for Humans™	2019-10-26T00:27:35Z
90	matplotlib	10296	4581	Python	1478	matplotlib: plotting with Python	2019-11-03T09:36:35Z
91	dash	10234	1047	Python	225	Analytical Web Apps for Python & R. No JavaScript Required.	2019-11-04T10:21:46Z
92	awesome-python-login-model	10191	2091	Python	58	😮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🌟	2019-10-15T06:32:21Z
93	pytorch-CycleGAN-and-pix2pix	10062	2827	Python	121	Image-to-Image Translation in PyTorch	2019-11-03T22:54:32Z
94	zipline	10060	2990	Python	341	Zipline, a Pythonic Algorithmic Trading Library	2019-10-31T17:35:43Z
95	gensim	10050	3627	Python	266	Topic Modelling for Humans	2019-11-03T07:12:16Z
96	FastPhotoStyle	9927	1011	Python	43	Style transfer, deep learning, feature transform	2019-05-14T09:40:36Z
97	yapf	9891	675	Python	246	A formatter for Python files	2019-10-31T18:53:28Z
98	Zappa	9864	1071	Python	609	Serverless Python	2019-11-03T05:43:00Z
99	game-programmer	9800	1204	Python	18	A Study Path for Game Programmer	2019-10-26T03:01:04Z
100	python-cheatsheet	9793	2074	Python	5	Comprehensive Python Cheatsheet	2019-11-04T09:24:18Z