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	79009	13105	Python	125	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-12-27T01:11:58Z
2	awesome-python	77270	15189	Python	14	A curated list of awesome Python frameworks, libraries, software and resources	2019-12-26T07:00:17Z
3	Python	64850	19491	Python	34	All Algorithms implemented in Python	2019-12-26T16:56:58Z
4	models	60605	38495	Python	1921	Models and examples built with TensorFlow	2019-12-26T19:42:46Z
5	youtube-dl	59442	10321	Python	3136	Command-line program to download videos from YouTube.com and other video sites	2019-12-27T00:51:55Z
6	thefuck	51130	2566	Python	211	Magnificent app which corrects your previous console command.	2019-12-23T16:57:44Z
7	flask	48147	13151	Python	30	The Python micro framework for building web applications.	2019-12-26T01:49:33Z
8	httpie	45183	2926	Python	144	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
9	ansible	41067	17827	Python	6328	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/	2019-12-27T10:29:51Z
10	scikit-learn	38687	18947	Python	2041	scikit-learn: machine learning in Python	2019-12-27T10:57:24Z
11	big-list-of-naughty-strings	34073	1489	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
12	shadowsocks	32090	19628	Python	449	None	2019-11-06T02:01:03Z
13	face_recognition	30821	8479	Python	418	The world's simplest facial recognition api for Python and the command line	2019-12-25T20:30:36Z
14	home-assistant	30239	8849	Python	1071	🏡 Open source home automation that puts local control and privacy first	2019-12-27T10:15:05Z
15	you-get	29449	5836	Python	330	⏬ Dumb downloader that scrapes the web	2019-12-25T01:48:06Z
16	XX-Net	29179	7783	Python	7368	a web proxy tool	2019-09-19T15:57:39Z
17	cpython	28490	12922	Python	1026	The Python programming language	2019-12-27T03:10:53Z
18	faceswap	28248	9058	Python	18	Deepfakes Software For All	2019-12-27T03:50:51Z
19	100-Days-Of-ML-Code	27453	6813	Python	52	100 Days of ML Coding	2019-10-20T09:33:50Z
20	certbot	26052	2756	Python	622	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.	2019-12-23T12:17:39Z
21	CppCoreGuidelines	25603	3381	Python	150	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-12-21T18:43:54Z
22	Deep-Learning-Papers-Reading-Roadmap	25012	5715	Python	74	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-11-27T15:21:37Z
23	12306	24944	7827	Python	152	12306智能刷票，订票	2019-12-27T09:24:52Z
24	interview_internal_reference	23342	6452	Python	14	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。	2019-12-18T08:47:44Z
25	python-patterns	23182	4926	Python	9	A collection of design patterns/idioms in Python	2019-12-14T17:05:48Z
26	pandas	22826	9104	Python	3311	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-12-27T09:06:28Z
27	Detectron	22596	4991	Python	292	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-12-03T22:31:17Z
28	AiLearning	22331	7825	Python	29	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-12-17T12:05:02Z
29	localstack	22159	1582	Python	270	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-12-26T22:46:06Z
30	jieba	21359	5401	Python	512	结巴中文分词	2019-12-25T11:46:56Z
31	bert	20595	5576	Python	599	TensorFlow code and pre-trained models for BERT	2019-12-19T22:52:53Z
32	linux-insides	20546	2255	Python	32	A little bit about a linux kernel	2019-12-16T12:02:52Z
33	YouCompleteMe	20407	2336	Python	46	A code-completion engine for Vim	2019-12-21T22:27:52Z
34	transformers	19674	4433	Python	387	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2019-12-27T09:50:48Z
35	ItChat	19440	4529	Python	209	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	gym	19262	5356	Python	71	A toolkit for developing and comparing reinforcement learning algorithms.	2019-12-21T15:14:38Z
37	interactive-coding-challenges	18778	2863	Python	54	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-22T16:06:47Z
38	tornado	18683	5124	Python	185	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-12-24T12:33:00Z
39	compose	18268	2881	Python	336	Define and run multi-container applications with Docker	2019-12-23T13:32:09Z
40	incubator-mxnet	18212	6484	Python	1632	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-12-27T09:54:30Z
41	cheat.sh	17904	871	Python	52	the only cheat sheet you need	2019-10-30T16:45:29Z
42	data-science-ipython-notebooks	17794	5469	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
43	algorithms	16534	3265	Python	97	Minimal examples of data structures and algorithms in Python	2019-12-26T09:31:09Z
44	algo	16307	1398	Python	56	Set up a personal VPN in the cloud	2019-12-20T10:51:33Z
45	django-rest-framework	16190	4748	Python	227	Web APIs for Django. 🎸	2019-12-25T08:32:32Z
46	python-fire	16009	967	Python	62	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-12-13T22:10:15Z
47	sqlmap	15988	3466	Python	51	Automatic SQL injection and database takeover tool	2019-12-23T11:19:57Z
48	Python	15984	7884	Python	112	My Python Examples	2019-12-19T19:12:19Z
49	manim	15982	1897	Python	166	Animation engine for explanatory math videos	2019-12-27T07:05:26Z
50	funNLP	15800	4739	Python	5	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。	2019-12-27T03:10:29Z
51	d2l-zh	15463	3928	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”教材。	2019-12-17T19:27:43Z
52	macOS-Security-and-Privacy-Guide	15423	1094	Python	8	Guide to securing and improving privacy on macOS	2019-11-20T21:53:54Z
53	spaCy	15393	2708	Python	168	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-12-25T17:02:59Z
54	Mask_RCNN	15267	7066	Python	1237	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-12-22T15:08:54Z
55	reddit	15233	2801	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
56	ZeroNet	15067	1968	Python	636	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-12-21T02:30:33Z
57	pytorch-tutorial	14970	4685	Python	61	PyTorch Tutorial for Deep Learning Researchers	2019-10-24T09:31:59Z
58	glances	14795	995	Python	127	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-12-26T10:09:31Z
59	ML-From-Scratch	14709	2775	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
60	magenta	14426	2916	Python	225	Magenta: Music and Art Generation with Machine Intelligence	2019-12-23T17:00:07Z
61	hosts	14231	1261	Python	63	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.	2019-12-26T04:21:40Z
62	celery	14143	3561	Python	377	Distributed Task Queue (development branch)	2019-12-27T01:18:56Z
63	pyspider	13972	3417	Python	255	A Powerful Spider(Web Crawler) System in Python.	2019-11-14T06:16:19Z
64	ipython	13946	3925	Python	1263	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-12-27T04:07:03Z
65	wechat_jump_game	13922	4653	Python	30	微信《跳一跳》Python 辅助	2019-12-16T20:38:15Z
66	TensorFlow-Course	13861	2779	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-12-19T17:56:59Z
67	NLP-progress	13556	2345	Python	27	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.	2019-12-25T13:04:33Z
68	sanic	13256	1239	Python	55	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-12-27T00:51:26Z
69	PySnooper	13069	803	Python	13	Never use print for debugging again	2019-12-14T13:35:08Z
70	bitcoinbook	12888	3736	Python	81	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-12-04T03:40:15Z
71	algo	12871	3912	Python	75	数据结构和算法必知必会的50个代码实现	2019-12-23T03:28:43Z
72	luigi	12685	2071	Python	61	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.	2019-12-24T03:48:58Z
73	GitHub-Chinese-Top-Charts	12016	1575	Python	36	🇨🇳 GitHub中文排行榜，帮助你发现高分优秀中文项目、更高效地吸收国人的优秀经验成果；榜单每周更新一次，敬请关注！	2019-12-08T07:10:42Z
74	fabric	11951	1788	Python	380	Simple, Pythonic remote execution and deployment.	2019-12-18T13:11:46Z
75	Awesome-Linux-Software	11844	1142	Python	13	A list of awesome applications, software, tools and other materials for Linux distros.	2019-12-16T21:44:41Z
76	locust	11754	1677	Python	40	Scalable user load testing tool written in Python	2019-12-22T21:02:37Z
77	learn-anything	11728	769	Python	3	Organize world's knowledge, explore connections and curate learning paths	2019-12-12T11:44:58Z
78	wxpy	11587	2030	Python	289	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-07-14T17:59:47Z
79	PayloadsAllTheThings	11456	3593	Python	7	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2019-12-26T11:10:26Z
80	CheatSheetSeries	11370	1574	Python	51	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2019-12-27T10:04:10Z
81	powerline	11054	848	Python	175	Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.	2019-12-11T11:10:55Z
82	material-theme	11025	792	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
83	zulip	10898	3421	Python	1379	Zulip server - powerful open source team chat	2019-12-27T07:16:04Z
84	cookiecutter	10842	1189	Python	199	A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, jQuery plugin projects.	2019-12-24T12:49:30Z
85	pix2code	10649	1142	Python	1	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-12-16T20:55:46Z
86	pytorch-CycleGAN-and-pix2pix	10638	3031	Python	152	Image-to-Image Translation in PyTorch	2019-12-19T19:09:24Z
87	dash	10593	1080	Python	242	Analytical Web Apps for Python & R. No JavaScript Required.	2019-12-25T04:29:40Z
88	matplotlib	10586	4693	Python	1567	matplotlib: plotting with Python	2019-12-26T22:34:40Z
89	autojump	10577	526	Python	160	A cd command that learns - easily navigate directories from the command line	2019-11-30T19:12:16Z
90	neural-networks-and-deep-learning	10560	4995	Python	6	Code samples for my book "Neural Networks and Deep Learning"	2019-11-27T08:47:49Z
91	salt	10526	4744	Python	2838	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-12-27T09:49:31Z
92	kivy	10482	2315	Python	719	Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS	2019-12-25T23:02:24Z
93	gpt-2	10476	2478	Python	78	Code for the paper "Language Models are Unsupervised Multitask Learners"	2019-12-16T19:27:51Z
94	zipline	10315	3054	Python	352	Zipline, a Pythonic Algorithmic Trading Library	2019-12-19T19:20:36Z
95	awesome-algorithm	10295	2157	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
96	gensim	10285	3669	Python	290	Topic Modelling for Humans	2019-12-27T10:22:06Z
97	yapf	10068	691	Python	244	A formatter for Python files	2019-12-01T02:06:58Z
98	Zappa	10055	1106	Python	629	Serverless Python	2019-12-17T10:15:16Z
99	game-programmer	10040	1227	Python	18	A Study Path for Game Programmer	2019-10-26T03:01:04Z
100	inter	10038	209	Python	34	The Inter font family	2019-12-21T16:36:37Z