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	77700	12824	Python	123	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-12-06T01:52:24Z
2	awesome-python	76654	15050	Python	27	A curated list of awesome Python frameworks, libraries, software and resources	2019-12-02T08:59:06Z
3	public-apis	66889	7506	Python	57	A collective list of free APIs for use in software and web development.	2019-12-08T00:00:02Z
4	Python	63481	19019	Python	159	All Algorithms implemented in Python	2019-12-08T09:26:42Z
5	models	60095	38106	Python	1881	Models and examples built with TensorFlow	2019-12-08T04:30:58Z
6	youtube-dl	58561	10146	Python	3097	Command-line program to download videos from YouTube.com and other video sites	2019-12-08T10:54:27Z
7	thefuck	50756	2538	Python	209	Magnificent app which corrects your previous console command.	2019-12-02T15:33:31Z
8	flask	47853	13114	Python	26	The Python micro framework for building web applications.	2019-12-03T04:54:41Z
9	keras	45835	17375	Python	2723	Deep Learning for humans	2019-12-06T19:09:13Z
10	django	45736	19765	Python	251	The Web framework for perfectionists with deadlines.	2019-12-08T01:38:26Z
11	httpie	44925	2903	Python	147	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	2019-12-04T17:48:46Z
12	awesome-machine-learning	42803	10831	Python	2	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-12-05T00:51:06Z
13	requests	40970	7456	Python	291	A simple, yet elegant HTTP library.	2019-12-06T11:54:57Z
14	ansible	40770	17671	Python	6287	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/	2019-12-08T10:40:55Z
15	scikit-learn	38427	18864	Python	2040	scikit-learn: machine learning in Python	2019-12-08T10:51:32Z
16	scrapy	35339	8206	Python	722	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-12-07T19:15:35Z
17	big-list-of-naughty-strings	33907	1477	Python	60	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.	2019-12-01T23:20:27Z
18	shadowsocks	32023	19563	Python	449	None	2019-11-06T02:01:03Z
19	face_recognition	30337	8346	Python	410	The world's simplest facial recognition api for Python and the command line	2019-12-03T11:23:47Z
20	home-assistant	29711	8643	Python	1030	🏡 Open source home automation that puts local control and privacy first	2019-12-08T10:48:34Z
21	XX-Net	29142	7782	Python	7373	a web proxy tool	2019-09-19T15:57:39Z
22	you-get	28573	5709	Python	329	⏬ Dumb downloader that scrapes the web	2019-12-02T20:53:09Z
23	cpython	28160	12714	Python	1013	The Python programming language	2019-12-08T08:17:15Z
24	faceswap	27807	8934	Python	16	Deepfakes Software For All	2019-12-08T10:54:58Z
25	100-Days-Of-ML-Code	27257	6749	Python	50	100 Days of ML Coding	2019-10-20T09:33:50Z
26	certbot	25973	2733	Python	623	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.	2019-12-06T23:01:20Z
27	CppCoreGuidelines	25387	3353	Python	155	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-12-06T15:05:44Z
28	Deep-Learning-Papers-Reading-Roadmap	24622	5648	Python	74	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-11-27T15:21:37Z
29	sentry	23211	2644	Python	982	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-12-07T19:15:14Z
30	python-patterns	22968	4883	Python	10	A collection of design patterns/idioms in Python	2019-11-16T00:08:00Z
31	interview_internal_reference	22958	6304	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
32	pandas	22590	9012	Python	3360	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-12-08T10:48:35Z
33	Detectron	22509	4961	Python	290	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-12-03T22:31:17Z
34	AiLearning	21911	7685	Python	29	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-12-03T11:13:42Z
35	localstack	21876	1545	Python	295	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-12-08T09:58:15Z
36	jieba	21106	5358	Python	510	结巴中文分词	2019-12-05T12:02:53Z
37	linux-insides	20488	2248	Python	33	A little bit about a linux kernel	2019-11-24T13:09:07Z
38	YouCompleteMe	20238	2318	Python	45	A code-completion engine for Vim	2019-12-07T08:12:24Z
39	bert	20095	5416	Python	590	TensorFlow code and pre-trained models for BERT	2019-12-05T07:37:03Z
40	HelloGitHub	19924	2426	Python	12	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-12-03T18:44:07Z
41	ItChat	19281	4484	Python	208	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	19058	5305	Python	84	A toolkit for developing and comparing reinforcement learning algorithms.	2019-12-06T16:39:43Z
43	pipenv	19031	1428	Python	340	Python Development Workflow for Humans.	2019-12-04T22:30:54Z
44	interactive-coding-challenges	18676	2841	Python	54	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-22T16:06:47Z
45	tornado	18621	5097	Python	184	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-11-29T11:37:54Z
46	transformers	18373	4234	Python	364	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2019-12-08T08:20:10Z
47	12306	18157	5703	Python	75	12306智能刷票，订票	2019-12-06T03:25:07Z
48	incubator-mxnet	18125	6449	Python	1600	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-12-08T09:32:31Z
49	compose	18097	2848	Python	333	Define and run multi-container applications with Docker	2019-12-07T13:01:29Z
50	cheat.sh	17810	865	Python	51	the only cheat sheet you need	2019-10-30T16:45:29Z
51	data-science-ipython-notebooks	17727	5442	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	mitmproxy	17036	2201	Python	275	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-12-06T12:32:46Z
53	algorithms	16438	3231	Python	105	Minimal examples of data structures and algorithms in Python	2019-12-08T10:06:02Z
54	wtfpython	16285	1583	Python	26	A collection of surprising Python snippets and lesser-known features.	2019-12-01T12:54:02Z
55	algo	16093	1380	Python	59	Set up a personal VPN in the cloud	2019-12-07T17:49:55Z
56	django-rest-framework	16029	4698	Python	228	Web APIs for Django. 🎸	2019-12-08T10:44:53Z
57	odoo	16016	11354	Python	2497	Odoo. Open Source Apps To Grow Your Business.	2019-12-08T10:19:47Z
58	python-fire	15886	963	Python	62	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-12-05T21:43:26Z
59	Python	15815	7799	Python	111	My Python Examples	2019-11-28T13:56:41Z
60	sqlmap	15802	3423	Python	45	Automatic SQL injection and database takeover tool	2019-12-06T15:11:28Z
61	manim	15487	1824	Python	156	Animation engine for explanatory math videos	2019-12-08T01:52:37Z
62	macOS-Security-and-Privacy-Guide	15361	1087	Python	4	Guide to securing and improving privacy on macOS	2019-11-20T21:53:54Z
63	spaCy	15263	2678	Python	170	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-12-07T18:59:56Z
64	reddit	15194	2794	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
65	funNLP	15175	4522	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
66	d2l-zh	15126	3854	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。	2019-12-03T01:10:29Z
67	Mask_RCNN	15051	6944	Python	1207	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-11-28T13:49:46Z
68	ZeroNet	14979	1949	Python	636	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-12-06T15:17:20Z
69	airflow	14843	5595	Python	294	Apache Airflow - A platform to programmatically author, schedule, and monitor workflows	2019-12-08T09:48:34Z
70	glances	14642	978	Python	123	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-12-07T08:40:19Z
71	pytorch-tutorial	14631	4571	Python	61	PyTorch Tutorial for Deep Learning Researchers	2019-10-24T09:31:59Z
72	magenta	14337	2906	Python	221	Magenta: Music and Art Generation with Machine Intelligence	2019-12-05T00:43:56Z
73	hosts	14122	1257	Python	62	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.	2019-12-02T19:33:02Z
74	celery	13998	3537	Python	372	Distributed Task Queue (development branch)	2019-12-07T15:10:05Z
75	ML-From-Scratch	13957	2633	Python	22	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.	2019-12-07T00:57:23Z
76	ipython	13919	3915	Python	1255	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-12-06T00:32:16Z
77	wechat_jump_game	13918	4653	Python	29	微信《跳一跳》Python 辅助	2019-10-22T20:51:50Z
78	pyspider	13907	3408	Python	255	A Powerful Spider(Web Crawler) System in Python.	2019-11-14T06:16:19Z
79	TensorFlow-Course	13798	2761	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-12-02T23:14:40Z
80	black	13783	744	Python	273	The uncompromising Python code formatter	2019-12-08T08:03:42Z
81	Real-Time-Voice-Cloning	13462	2302	Python	76	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2019-11-30T17:22:33Z
82	NLP-progress	13265	2291	Python	20	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.	2019-12-04T01:22:58Z
83	sanic	13172	1234	Python	62	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-11-29T16:10:05Z
84	PySnooper	12939	804	Python	12	Never use print for debugging again	2019-11-29T22:03:28Z
85	bitcoinbook	12818	3728	Python	81	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-12-04T03:40:15Z
86	luigi	12599	2062	Python	60	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.	2019-12-07T17:04:03Z
87	tqdm	12541	650	Python	223	A Fast, Extensible Progress Bar for Python and CLI	2019-12-06T16:09:29Z
88	bokeh	12422	3145	Python	472	Interactive Data Visualization in the browser, from Python	2019-12-08T08:40:19Z
89	algo	12124	3671	Python	66	数据结构和算法必知必会的50个代码实现	2019-12-05T02:48:14Z
90	nginx-proxy	12051	2199	Python	571	Automated nginx proxy for Docker containers using docker-gen	2019-12-04T15:23:19Z
91	fabric	11892	1784	Python	378	Simple, Pythonic remote execution and deployment.	2019-11-26T13:03:51Z
92	Awesome-Linux-Software	11777	1139	Python	11	A list of awesome applications, software, tools and other materials for Linux distros.	2019-12-01T10:42:27Z
93	locust	11572	1658	Python	33	Scalable user load testing tool written in Python	2019-12-06T10:10:19Z
94	wxpy	11475	2016	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	ChromeAppHeroes	11295	1011	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
96	DeepFaceLab	11264	2584	Python	136	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).	2019-12-06T12:49:28Z
97	examples	11165	5202	Python	214	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2019-12-04T07:04:28Z
98	PayloadsAllTheThings	11161	3486	Python	6	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2019-12-07T11:01:09Z
99	CheatSheetSeries	11084	1537	Python	48	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2019-12-07T00:13:39Z
100	material-theme	11020	793	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z