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	80014	13320	Python	129	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2020-01-08T15:17:01Z
2	awesome-python	77913	15319	Python	16	A curated list of awesome Python frameworks, libraries, software and resources	2020-01-09T06:10:12Z
3	Python	65304	19677	Python	30	All Algorithms implemented in Python	2020-01-09T05:51:29Z
4	models	60944	38709	Python	1945	Models and examples built with TensorFlow	2020-01-09T07:08:17Z
5	youtube-dl	60024	10432	Python	3145	Command-line program to download videos from YouTube.com and other video sites	2020-01-09T09:13:48Z
6	thefuck	51359	2578	Python	210	Magnificent app which corrects your previous console command.	2020-01-06T12:42:59Z
7	flask	48321	13172	Python	30	The Python micro framework for building web applications.	2020-01-04T16:04:15Z
8	httpie	45305	2934	Python	149	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	2020-01-08T15:20:47Z
9	ansible	41239	17917	Python	6336	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/	2020-01-09T10:56:18Z
10	scikit-learn	38834	18998	Python	2061	scikit-learn: machine learning in Python	2020-01-09T10:59:56Z
11	big-list-of-naughty-strings	34214	1499	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.	2020-01-03T01:43:50Z
12	shadowsocks	32155	19548	Python	449	None	2019-11-06T02:01:03Z
13	face_recognition	31116	8580	Python	418	The world's simplest facial recognition api for Python and the command line	2019-12-25T20:30:36Z
14	home-assistant	30628	9002	Python	1018	🏡 Open source home automation that puts local control and privacy first	2020-01-09T10:53:38Z
15	you-get	29837	5928	Python	321	⏬ Dumb downloader that scrapes the web	2020-01-08T16:36:39Z
16	XX-Net	29214	7789	Python	7371	a web proxy tool	2020-01-05T07:37:32Z
17	cpython	28739	13027	Python	1050	The Python programming language	2020-01-09T10:04:09Z
18	faceswap	28507	9143	Python	17	Deepfakes Software For All	2020-01-05T02:48:13Z
19	12306	27666	8827	Python	213	12306智能刷票，订票	2020-01-08T01:43:41Z
20	100-Days-Of-ML-Code	27594	6868	Python	52	100 Days of ML Coding	2019-10-20T09:33:50Z
21	certbot	26101	2762	Python	625	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.	2020-01-08T15:43:42Z
22	CppCoreGuidelines	25718	3409	Python	156	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2020-01-07T20:52:19Z
23	Deep-Learning-Papers-Reading-Roadmap	25202	5768	Python	74	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-11-27T15:21:37Z
24	interview_internal_reference	23524	6518	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	23291	4952	Python	10	A collection of design patterns/idioms in Python	2020-01-08T15:54:08Z
26	pandas	22962	9141	Python	3182	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2020-01-09T09:34:13Z
27	Detectron	22666	4997	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	22561	7897	Python	29	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2020-01-03T08:57:30Z
29	localstack	22316	1590	Python	268	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2020-01-05T23:26:42Z
30	jieba	21506	5428	Python	517	结巴中文分词	2020-01-09T09:12:14Z
31	bert	20873	5686	Python	610	TensorFlow code and pre-trained models for BERT	2020-01-03T07:19:58Z
32	linux-insides	20605	2264	Python	35	A little bit about a linux kernel	2019-12-16T12:02:52Z
33	YouCompleteMe	20450	2338	Python	32	A code-completion engine for Vim	2020-01-08T09:51:47Z
34	transformers	20315	4573	Python	421	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2020-01-09T08:26:39Z
35	ItChat	19545	4545	Python	212	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。	2020-01-07T03:54:15Z
36	gym	19368	5387	Python	77	A toolkit for developing and comparing reinforcement learning algorithms.	2020-01-02T10:21:18Z
37	interactive-coding-challenges	18876	2880	Python	54	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-22T16:06:47Z
38	tornado	18730	5131	Python	185	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-12-24T12:33:00Z
39	compose	18360	2895	Python	308	Define and run multi-container applications with Docker	2020-01-09T09:44:45Z
40	incubator-mxnet	18260	6497	Python	1638	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2020-01-09T08:56:12Z
41	cheat.sh	17949	875	Python	53	the only cheat sheet you need	2019-10-30T16:45:29Z
42	data-science-ipython-notebooks	17840	5495	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	HanLP	17608	4900	Python	7	Natural Language Processing for the next decade	2020-01-09T07:31:01Z
44	algorithms	16589	3285	Python	98	Minimal examples of data structures and algorithms in Python	2019-12-26T09:31:09Z
45	algo	16436	1410	Python	55	Set up a personal VPN in the cloud	2020-01-08T10:12:27Z
46	odoo	16310	11529	Python	2460	Odoo. Open Source Apps To Grow Your Business.	2020-01-09T11:00:58Z
47	django-rest-framework	16269	4766	Python	227	Web APIs for Django. 🎸	2020-01-09T10:40:15Z
48	manim	16259	1933	Python	172	Animation engine for explanatory math videos	2020-01-06T17:43:07Z
49	funNLP	16140	4831	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、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。	2020-01-08T10:36:43Z
50	sqlmap	16132	3494	Python	47	Automatic SQL injection and database takeover tool	2020-01-09T10:59:57Z
51	python-fire	16068	974	Python	63	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-12-13T22:10:15Z
52	Python	16066	7927	Python	111	My Python Examples	2020-01-06T08:58:12Z
53	d2l-zh	15716	3993	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。	2020-01-08T20:02:27Z
54	spaCy	15476	2722	Python	177	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2020-01-08T15:52:16Z
55	macOS-Security-and-Privacy-Guide	15450	1095	Python	9	Guide to securing and improving privacy on macOS	2019-11-20T21:53:54Z
56	Mask_RCNN	15389	7123	Python	1242	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2020-01-08T03:34:32Z
57	reddit	15245	2797	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
58	ZeroNet	15107	1969	Python	636	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2020-01-07T10:51:43Z
59	pytorch-tutorial	15083	4731	Python	61	PyTorch Tutorial for Deep Learning Researchers	2019-10-24T09:31:59Z
60	ML-From-Scratch	15063	2864	Python	25	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.	2020-01-02T13:04:25Z
61	glances	14858	1001	Python	130	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2020-01-02T19:20:25Z
62	magenta	14482	2929	Python	228	Magenta: Music and Art Generation with Machine Intelligence	2020-01-09T07:41:34Z
63	hosts	14319	1276	Python	64	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.	2020-01-07T03:37:41Z
64	celery	14226	3576	Python	395	Distributed Task Queue (development branch)	2020-01-09T10:45:06Z
65	pyspider	13997	3418	Python	257	A Powerful Spider(Web Crawler) System in Python.	2019-11-14T06:16:19Z
66	ipython	13973	3933	Python	1262	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2020-01-07T15:45:38Z
67	wechat_jump_game	13920	4648	Python	30	微信《跳一跳》Python 辅助	2019-12-16T20:38:15Z
68	TensorFlow-Course	13896	2786	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-12-19T17:56:59Z
69	NLP-progress	13685	2375	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.	2020-01-07T22:36:11Z
70	sanic	13326	1243	Python	59	Async Python 3.6+ web server/framework | Build fast. Run fast.	2020-01-05T03:15:26Z
71	algo	13193	4021	Python	76	数据结构和算法必知必会的50个代码实现	2019-12-23T03:28:43Z
72	PySnooper	13130	809	Python	12	Never use print for debugging again	2019-12-14T13:35:08Z
73	bitcoinbook	12927	3751	Python	82	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2020-01-06T19:14:52Z
74	luigi	12723	2071	Python	55	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.	2020-01-02T14:56:05Z
75	Awesome-Linux-Software	12633	1223	Python	11	A list of awesome applications, software, tools and other materials for Linux distros.	2020-01-09T07:47:56Z
76	GitHub-Chinese-Top-Charts	12170	1598	Python	35	🇨🇳 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
77	fabric	11976	1792	Python	380	Simple, Pythonic remote execution and deployment.	2020-01-03T23:20:37Z
78	locust	11825	1689	Python	37	Scalable user load testing tool written in Python	2020-01-08T08:59:46Z
79	learn-anything	11752	775	Python	3	Organize world's knowledge, explore connections and curate learning paths	2019-12-12T11:44:58Z
80	PayloadsAllTheThings	11656	3675	Python	11	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2020-01-09T10:55:20Z
81	wxpy	11648	2051	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
82	CheatSheetSeries	11536	1602	Python	50	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2020-01-08T22:31:16Z
83	powerline	11086	846	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
84	material-theme	11032	792	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
85	zulip	10977	3452	Python	1394	Zulip server - powerful open source team chat	2020-01-09T09:37:47Z
86	cookiecutter	10914	1199	Python	194	A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, jQuery plugin projects.	2020-01-09T00:35:53Z
87	pytorch-CycleGAN-and-pix2pix	10730	3067	Python	151	Image-to-Image Translation in PyTorch	2019-12-19T19:09:24Z
88	pix2code	10670	1147	Python	1	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-12-16T20:55:46Z
89	dash	10653	1090	Python	246	Analytical Web Apps for Python & R. No JavaScript Required.	2020-01-08T21:36:06Z
90	matplotlib	10638	4706	Python	1577	matplotlib: plotting with Python	2020-01-09T10:15:19Z
91	autojump	10630	525	Python	160	A cd command that learns - easily navigate directories from the command line	2019-11-30T19:12:16Z
92	gpt-2	10619	2521	Python	80	Code for the paper "Language Models are Unsupervised Multitask Learners"	2020-01-09T09:21:06Z
93	neural-networks-and-deep-learning	10606	5010	Python	6	Code samples for my book "Neural Networks and Deep Learning"	2019-11-27T08:47:49Z
94	salt	10560	4753	Python	2782	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2020-01-09T09:28:09Z
95	kivy	10533	2319	Python	722	Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS	2020-01-08T23:32:10Z
96	zipline	10383	3066	Python	330	Zipline, a Pythonic Algorithmic Trading Library	2020-01-08T23:00:03Z
97	gensim	10322	3679	Python	287	Topic Modelling for Humans	2020-01-09T08:01:54Z
98	awesome-algorithm	10266	2158	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
99	yapf	10105	692	Python	249	A formatter for Python files	2020-01-04T08:14:25Z
100	game-programmer	10101	1234	Python	18	A Study Path for Game Programmer	2019-10-26T03:01:04Z