Github-Ranking/Top100/Python.md

Github Ranking

Top 100 Stars in Python

Ranking	Project Name	Stars	Forks	Language	Open Issues	Description	Last Commit
1	awesome-python	70687	13833	Python	477	A curated list of awesome Python frameworks, libraries, software and resources	2019-07-25T14:58:15Z
2	system-design-primer	70244	11011	Python	104	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-08-03T14:08:19Z
3	public-apis	59679	6361	Python	61	A collective list of free APIs for use in software and web development.	2019-08-02T17:37:29Z
4	models	56114	35083	Python	1785	Models and examples built with TensorFlow	2019-08-03T00:07:45Z
5	youtube-dl	53776	9336	Python	2905	Command-line program to download videos from YouTube.com and other video sites	2019-08-04T10:26:20Z
6	flask	45714	12772	Python	18	The Python micro framework for building web applications.	2019-08-01T20:36:09Z
7	thefuck	45272	2240	Python	169	Magnificent app which corrects your previous console command.	2019-08-02T04:03:02Z
8	keras	43177	16446	Python	2492	Deep Learning for humans	2019-08-04T10:50:54Z
9	django	43166	18562	Python	223	The Web framework for perfectionists with deadlines.	2019-08-03T20:14:32Z
10	httpie	42524	2802	Python	162	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	2019-08-01T13:39:49Z
11	awesome-machine-learning	41120	10344	Python	2	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-07-25T19:05:54Z
12	requests	39645	7218	Python	249	Python HTTP Requests for Humans™ ✨🍰✨	2019-07-29T16:06:12Z
13	ansible	38676	16262	Python	5984	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/	2019-08-04T10:31:00Z
14	scikit-learn	36430	17873	Python	1947	scikit-learn: machine learning in Python	2019-08-04T04:59:52Z
15	scrapy	33848	7945	Python	765	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-08-04T09:44:32Z
16	big-list-of-naughty-strings	32911	1407	Python	74	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.	2019-07-07T07:05:31Z
17	shadowsocks	30949	18861	Python	448	None	2019-06-14T03:17:23Z
18	XX-Net	28379	7658	Python	7436	a web proxy tool	2019-07-25T02:00:32Z
19	you-get	26203	5235	Python	318	⏬ Dumb downloader that scrapes the web	2019-08-03T13:53:45Z
20	face_recognition	26191	7073	Python	355	The world's simplest facial recognition api for Python and the command line	2019-07-25T09:44:43Z
21	cpython	25818	10978	Python	1055	The Python programming language	2019-08-04T11:00:07Z
22	home-assistant	25614	7417	Python	894	🏡 Open source home automation that puts local control and privacy first	2019-08-04T10:50:45Z
23	Algorithm_Interview_Notes-Chinese	25528	7863	Python	28	2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记	2019-07-23T14:45:28Z
24	certbot	25425	2637	Python	553	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.	2019-08-04T07:12:52Z
25	100-Days-Of-ML-Code	24745	5921	Python	44	100 Days of ML Coding	2019-06-08T14:57:19Z
26	CppCoreGuidelines	23740	3107	Python	131	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-08-03T14:29:14Z
27	Deep-Learning-Papers-Reading-Roadmap	23627	5369	Python	74	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
28	tldr	23126	1721	Python	94	📚 Simplified and community-driven man pages	2019-08-04T07:54:08Z
29	sentry	21649	2500	Python	936	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-08-03T12:07:59Z
30	python-patterns	21527	4647	Python	9	A collection of design patterns/idioms in Python	2019-06-04T18:49:48Z
31	faceswap	21445	7125	Python	9	Deepfakes Software For All	2019-08-03T17:04:43Z
32	Detectron	21342	4616	Python	260	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-07-25T13:24:06Z
33	pandas	20645	8155	Python	3142	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-08-04T05:33:42Z
34	linux-insides	19991	2153	Python	31	A little bit about a linux kernel	2019-08-01T22:27:03Z
35	jieba	19583	5067	Python	484	结巴中文分词	2019-07-20T06:48:03Z
36	YouCompleteMe	19502	2218	Python	58	A code-completion engine for Vim	2019-08-03T20:48:58Z
37	ItChat	18162	4194	Python	198	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。	2019-07-16T04:19:48Z
38	tornado	18100	5008	Python	167	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-08-03T04:05:30Z
39	localstack	18070	1278	Python	453	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-08-04T10:14:11Z
40	pipenv	17899	1318	Python	280	Python Development Workflow for Humans.	2019-08-03T10:17:31Z
41	AiLearning	17790	6302	Python	27	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-07-29T05:44:44Z
42	interactive-coding-challenges	17749	2640	Python	43	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-05-17T09:22:54Z
43	gym	17646	4811	Python	172	A toolkit for developing and comparing reinforcement learning algorithms.	2019-08-02T15:49:24Z
44	bert	17174	4342	Python	452	TensorFlow code and pre-trained models for BERT	2019-08-02T02:39:51Z
45	cheat.sh	17068	820	Python	43	the only cheat sheet you need	2019-08-02T17:40:21Z
46	compose	16916	2609	Python	514	Define and run multi-container applications with Docker	2019-07-31T12:15:55Z
47	data-science-ipython-notebooks	16130	4952	Python	8	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.	2019-04-10T10:46:55Z
48	mitmproxy	15828	2036	Python	274	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-08-01T12:35:03Z
49	algorithms	15548	2945	Python	54	Minimal examples of data structures and algorithms in Python	2019-07-29T19:48:38Z
50	wtfpython	15461	1481	Python	18	A collection of surprising Python snippets and lesser-known features.	2019-08-04T07:26:25Z
51	reddit	15056	2765	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
52	macOS-Security-and-Privacy-Guide	15023	1055	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
53	django-rest-framework	14949	4398	Python	186	Web APIs for Django. ⚡️	2019-08-03T19:21:03Z
54	interview_internal_reference	14863	3960	Python	7	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。	2019-08-03T05:22:24Z
55	sqlmap	14798	3226	Python	42	Automatic SQL injection and database takeover tool	2019-08-03T23:05:37Z
56	python-fire	14626	868	Python	46	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-08-01T18:25:16Z
57	HelloGitHub	14421	1588	Python	27	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-07-30T14:00:11Z
58	ZeroNet	14150	1831	Python	580	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-08-02T23:35:46Z
59	spaCy	14041	2450	Python	187	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-08-03T11:16:09Z
60	algo	14002	1227	Python	39	Set up a personal VPN in the cloud	2019-07-31T15:47:12Z
61	glances	13918	947	Python	118	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-08-01T07:19:13Z
62	wechat_jump_game	13911	4676	Python	25	微信《跳一跳》Python 辅助	2018-08-03T00:44:49Z
63	ipython	13697	3857	Python	1194	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-08-01T17:39:38Z
64	magenta	13641	2717	Python	207	Magenta: Music and Art Generation with Machine Intelligence	2019-07-31T03:17:19Z
65	pyspider	13458	3302	Python	242	A Powerful Spider(Web Crawler) System in Python.	2019-07-17T09:46:43Z
66	redash	13392	2229	Python	457	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-08-04T05:55:07Z
67	Mask_RCNN	13338	5966	Python	1031	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-08-03T07:32:42Z
68	airflow	13323	4891	Python	308	Apache Airflow	2019-08-03T23:46:40Z
69	hosts	13158	1160	Python	53	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.	2019-07-31T14:42:17Z
70	celery	13098	3357	Python	341	Distributed Task Queue (development branch)	2019-08-02T14:24:08Z
71	TensorFlow-Course	12819	2488	Python	1	Simple and ready-to-use tutorials for TensorFlow	2019-05-16T05:36:38Z
72	pytorch-tutorial	12652	3912	Python	50	PyTorch Tutorial for Deep Learning Researchers	2019-07-12T13:02:07Z
73	sanic	12541	1178	Python	53	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-07-30T04:17:19Z
74	PySnooper	12320	762	Python	16	Never use print for debugging again	2019-08-01T14:35:53Z
75	bitcoinbook	12128	3527	Python	79	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-07-24T16:35:41Z
76	Python	12122	6688	Python	82	My Python Examples	2019-07-27T09:46:40Z
77	luigi	12002	1979	Python	47	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.	2019-08-02T15:44:29Z
78	manim	11964	1361	Python	85	Animation engine for explanatory math videos	2019-08-03T17:53:52Z
79	black	11847	609	Python	193	The uncompromising Python code formatter	2019-08-04T09:03:21Z
80	ML-From-Scratch	11778	2149	Python	12	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.	2019-07-11T16:20:06Z
81	fabric	11523	1735	Python	351	Simple, Pythonic remote execution and deployment.	2019-07-08T06:26:26Z
82	NLP-progress	11441	1902	Python	19	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.	2019-08-04T09:49:28Z
83	Awesome-Linux-Software	11394	1063	Python	10	A list of awesome applications, software, tools and other materials for Linux distros.	2019-08-01T16:39:04Z
84	nginx-proxy	11308	2093	Python	539	Automated nginx proxy for Docker containers using docker-gen	2019-07-30T08:02:09Z
85	funNLP	11138	3164	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。	2019-08-03T11:58:39Z
86	bokeh	11124	2802	Python	417	Interactive Data Visualization in the browser, from Python	2019-08-04T06:39:08Z
87	tqdm	11017	580	Python	214	A Fast, Extensible Progress Bar for Python and CLI	2019-07-29T13:45:33Z
88	material-theme	10940	787	Python	5	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-07-11T00:28:54Z
89	d2l-zh	10806	2765	Python	3	《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（STAT 157）”教材。	2019-08-02T22:00:05Z
90	locust	10604	1529	Python	182	Scalable user load testing tool written in Python	2019-07-31T15:59:29Z
91	powerline	10581	817	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.	2019-07-05T11:31:33Z
92	awesome-algorithm	10535	2152	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
93	pix2code	10355	1072	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
94	pytorch-transformers	10287	2503	Python	193	👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)	2019-08-04T10:15:47Z
95	zulip	10219	3141	Python	1338	Zulip server - powerful open source team chat	2019-08-04T09:40:40Z
96	salt	10132	4609	Python	2689	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-08-03T18:31:33Z
97	requests-html	10009	613	Python	66	Pythonic HTML Parsing for Humans™	2019-08-02T14:00:48Z
98	cookiecutter	9991	1090	Python	202	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-07-30T19:00:05Z
99	autojump	9924	490	Python	156	A cd command that learns - easily navigate directories from the command line	2019-07-27T10:21:28Z
100	FastPhotoStyle	9768	961	Python	41	Style transfer, deep learning, feature transform	2019-05-14T09:40:36Z