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	75940	12362	Python	118	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-11-03T10:56:25Z
2	awesome-python	75192	14778	Python	360	A curated list of awesome Python frameworks, libraries, software and resources	2019-11-05T13:46:19Z
3	public-apis	64474	7213	Python	50	A collective list of free APIs for use in software and web development.	2019-11-03T10:56:55Z
4	models	59051	37295	Python	1866	Models and examples built with TensorFlow	2019-11-06T06:57:20Z
5	youtube-dl	57415	9964	Python	3083	Command-line program to download videos from YouTube.com and other video sites	2019-11-06T09:44:31Z
6	thefuck	50158	2510	Python	201	Magnificent app which corrects your previous console command.	2019-11-03T02:19:20Z
7	flask	47383	13038	Python	26	The Python micro framework for building web applications.	2019-11-04T04:43:43Z
8	keras	45219	17178	Python	2653	Deep Learning for humans	2019-11-06T08:52:33Z
9	django	45073	19437	Python	239	The Web framework for perfectionists with deadlines.	2019-11-06T10:56:28Z
10	httpie	43681	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
11	awesome-machine-learning	42443	10739	Python	1	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-11-05T17:12:23Z
12	requests	40702	7395	Python	274	A simple, yet elegant HTTP library.	2019-11-05T17:47:18Z
13	ansible	40126	17316	Python	6288	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/	2019-11-06T10:52:24Z
14	scrapy	34977	8138	Python	724	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-11-06T10:53:47Z
15	big-list-of-naughty-strings	33487	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
16	shadowsocks	31779	19463	Python	449	None	2019-11-06T02:01:03Z
17	face_recognition	29537	8094	Python	394	The world's simplest facial recognition api for Python and the command line	2019-11-03T16:32:56Z
18	XX-Net	29049	7766	Python	7361	a web proxy tool	2019-09-19T15:57:39Z
19	home-assistant	28103	8299	Python	1057	🏡 Open source home automation that puts local control and privacy first	2019-11-06T10:32:32Z
20	you-get	27841	5569	Python	321	⏬ Dumb downloader that scrapes the web	2019-10-27T18:04:05Z
21	cpython	27563	12295	Python	994	The Python programming language	2019-11-06T10:23:34Z
22	100-Days-Of-ML-Code	26964	6637	Python	50	100 Days of ML Coding	2019-10-20T09:33:50Z
23	certbot	25859	2718	Python	607	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.	2019-11-06T10:14:44Z
24	Deep-Learning-Papers-Reading-Roadmap	24423	5588	Python	73	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-10-13T06:28:29Z
25	sentry	22627	2600	Python	965	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-11-06T10:41:19Z
26	Detectron	22297	4904	Python	286	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-11-04T18:17:30Z
27	pandas	22138	8826	Python	3315	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-11-06T10:47:11Z
28	interview_internal_reference	22056	5993	Python	12	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
29	AiLearning	21086	7399	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
30	jieba	20694	5280	Python	501	结巴中文分词	2019-09-26T15:08:59Z
31	localstack	20471	1462	Python	447	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-11-05T21:48:02Z
32	linux-insides	20383	2235	Python	32	A little bit about a linux kernel	2019-11-01T17:36:53Z
33	YouCompleteMe	20039	2292	Python	45	A code-completion engine for Vim	2019-11-05T09:36:25Z
34	bert	19347	5165	Python	543	TensorFlow code and pre-trained models for BERT	2019-11-04T07:21:58Z
35	ItChat	19029	4422	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
36	pipenv	18760	1407	Python	318	Python Development Workflow for Humans.	2019-10-30T19:44:12Z
37	gym	18704	5173	Python	88	A toolkit for developing and comparing reinforcement learning algorithms.	2019-11-04T17:48:22Z
38	tornado	18519	5078	Python	179	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-11-03T22:08:53Z
39	interactive-coding-challenges	18471	2799	Python	53	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-22T16:06:47Z
40	incubator-mxnet	17988	6408	Python	1525	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-11-06T10:54:52Z
41	compose	17767	2790	Python	348	Define and run multi-container applications with Docker	2019-11-03T23:44:48Z
42	cheat.sh	17700	857	Python	51	the only cheat sheet you need	2019-10-30T16:45:29Z
43	12306	17486	5504	Python	61	12306智能刷票，订票	2019-10-24T03:35:53Z
44	HelloGitHub	16715	1871	Python	18	: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
45	mitmproxy	16707	2161	Python	294	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-11-05T19:28:06Z
46	transformers	16490	3788	Python	324	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2019-11-06T10:53:02Z
47	algorithms	16240	3188	Python	93	Minimal examples of data structures and algorithms in Python	2019-11-02T18:07:11Z
48	wtfpython	16185	1565	Python	22	A collection of surprising Python snippets and lesser-known features.	2019-10-28T17:18:22Z
49	django-rest-framework	15745	4617	Python	245	Web APIs for Django. 🎸	2019-11-06T08:01:56Z
50	algo	15675	1354	Python	54	Set up a personal VPN in the cloud	2019-11-06T07:25:36Z
51	odoo	15628	11191	Python	2467	Odoo. Open Source Apps To Grow Your Business.	2019-11-06T11:01:11Z
52	python-fire	15609	945	Python	61	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-10-11T17:09:49Z
53	sqlmap	15526	3367	Python	47	Automatic SQL injection and database takeover tool	2019-11-06T10:52:58Z
54	Python	15364	7623	Python	120	My Python Examples	2019-11-05T21:56:52Z
55	macOS-Security-and-Privacy-Guide	15295	1078	Python	3	Guide to securing and improving privacy on macOS	2019-10-25T16:57:01Z
56	reddit	15147	2784	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
57	spaCy	15016	2615	Python	132	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-11-05T17:30:51Z
58	ZeroNet	14869	1916	Python	629	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-11-04T18:52:38Z
59	manim	14655	1732	Python	146	Animation engine for explanatory math videos	2019-11-06T08:46:45Z
60	d2l-zh	14549	3675	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。	2019-11-06T00:26:32Z
61	airflow	14497	5436	Python	328	Apache Airflow	2019-11-06T11:00:15Z
62	glances	14413	968	Python	119	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-11-06T08:16:15Z
63	magenta	14182	2853	Python	219	Magenta: Music and Art Generation with Machine Intelligence	2019-11-06T09:23:43Z
64	redash	14169	2426	Python	486	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-11-05T15:10:19Z
65	funNLP	14054	4189	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
66	pytorch-tutorial	13972	4381	Python	58	PyTorch Tutorial for Deep Learning Researchers	2019-10-24T09:31:59Z
67	wechat_jump_game	13934	4658	Python	29	微信《跳一跳》Python 辅助	2019-10-22T20:51:50Z
68	ipython	13857	3899	Python	1241	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-11-05T11:44:27Z
69	hosts	13855	1237	Python	61	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
70	pyspider	13793	3380	Python	252	A Powerful Spider(Web Crawler) System in Python.	2019-10-25T16:32:51Z
71	celery	13762	3498	Python	362	Distributed Task Queue (development branch)	2019-11-06T07:08:43Z
72	ML-From-Scratch	13685	2534	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
73	TensorFlow-Course	13654	2717	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-09-22T02:43:52Z
74	black	13323	709	Python	241	The uncompromising Python code formatter	2019-11-06T04:10:37Z
75	sanic	13018	1221	Python	56	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-11-01T17:32:51Z
76	PySnooper	12840	794	Python	13	Never use print for debugging again	2019-10-23T08:03:34Z
77	bitcoinbook	12680	3680	Python	78	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-11-06T08:51:00Z
78	NLP-progress	12622	2180	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
79	luigi	12422	2039	Python	64	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.	2019-11-05T19:58:20Z
80	tqdm	12185	629	Python	219	A Fast, Extensible Progress Bar for Python and CLI	2019-11-01T13:30:38Z
81	bokeh	12061	3082	Python	457	Interactive Data Visualization in the browser, from Python	2019-11-06T10:19:44Z
82	nginx-proxy	11877	2177	Python	564	Automated nginx proxy for Docker containers using docker-gen	2019-11-04T07:38:06Z
83	fabric	11805	1780	Python	377	Simple, Pythonic remote execution and deployment.	2019-10-28T00:34:25Z
84	Awesome-Linux-Software	11686	1126	Python	11	A list of awesome applications, software, tools and other materials for Linux distros.	2019-10-31T22:30:55Z
85	wxpy	11293	1983	Python	284	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-07-14T17:59:47Z
86	locust	11251	1621	Python	35	Scalable user load testing tool written in Python	2019-11-06T10:17:27Z
87	material-theme	11004	789	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
88	powerline	10872	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
89	examples	10713	4995	Python	203	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2019-11-05T22:59:20Z
90	DeepFaceLab	10667	2459	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
91	ChromeAppHeroes	10629	948	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
92	algo	10618	3233	Python	62	数据结构和算法必知必会的50个代码实现	2019-11-06T09:43:33Z
93	zulip	10612	3300	Python	1345	Zulip server - powerful open source team chat	2019-11-06T05:49:58Z
94	CheatSheetSeries	10575	1470	Python	53	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2019-11-05T18:41:49Z
95	cookiecutter	10560	1166	Python	207	A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, jQuery plugin projects.	2019-11-04T16:54:17Z
96	pix2code	10527	1114	Python	1	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-11-04T19:54:06Z
97	PayloadsAllTheThings	10445	3261	Python	5	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2019-11-05T10:06:37Z
98	salt	10389	4696	Python	3109	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-11-06T10:00:34Z
99	requests-html	10381	645	Python	85	Pythonic HTML Parsing for Humans™	2019-10-26T00:27:35Z
100	awesome-algorithm	10366	2160	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z