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	71010	13894	Python	480	A curated list of awesome Python frameworks, libraries, software and resources	2019-08-08T10:12:58Z
2	system-design-primer	70643	11121	Python	104	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-08-08T08:32:25Z
3	public-apis	59912	6391	Python	63	A collective list of free APIs for use in software and web development.	2019-08-10T20:54:11Z
4	models	56359	35274	Python	1815	Models and examples built with TensorFlow	2019-08-12T06:32:38Z
5	youtube-dl	54153	9405	Python	2920	Command-line program to download videos from YouTube.com and other video sites	2019-08-11T20:08:31Z
6	flask	45828	12796	Python	20	The Python micro framework for building web applications.	2019-08-09T18:47:18Z
7	thefuck	45462	2256	Python	171	Magnificent app which corrects your previous console command.	2019-08-10T11:34:34Z
8	keras	43393	16509	Python	2512	Deep Learning for humans	2019-08-11T20:07:01Z
9	django	43324	18635	Python	226	The Web framework for perfectionists with deadlines.	2019-08-12T10:53:37Z
10	httpie	42614	2806	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	41228	10395	Python	3	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-08-10T13:25:08Z
12	requests	39730	7221	Python	250	Python HTTP Requests for Humans™ ✨🍰✨	2019-08-06T08:18:07Z
13	ansible	38806	16343	Python	6031	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/	2019-08-12T10:55:31Z
14	scikit-learn	36545	17927	Python	1877	scikit-learn: machine learning in Python	2019-08-12T09:31:55Z
15	scrapy	33950	7957	Python	749	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-08-12T10:10:15Z
16	big-list-of-naughty-strings	32947	1410	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	31009	18905	Python	448	None	2019-06-14T03:17:23Z
18	XX-Net	28430	7660	Python	7416	a web proxy tool	2019-08-11T10:42:32Z
19	face_recognition	26905	7213	Python	359	The world's simplest facial recognition api for Python and the command line	2019-08-07T22:10:08Z
20	you-get	26379	5278	Python	319	⏬ Dumb downloader that scrapes the web	2019-08-11T22:03:59Z
21	cpython	25982	11095	Python	1082	The Python programming language	2019-08-12T10:56:35Z
22	home-assistant	25752	7489	Python	887	🏡 Open source home automation that puts local control and privacy first	2019-08-12T09:15:39Z
23	Algorithm_Interview_Notes-Chinese	25734	7936	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	25461	2646	Python	561	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.	2019-08-12T08:06:28Z
25	100-Days-Of-ML-Code	24881	5971	Python	44	100 Days of ML Coding	2019-06-08T14:57:19Z
26	CppCoreGuidelines	23834	3127	Python	125	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-08-08T18:47:35Z
27	Deep-Learning-Papers-Reading-Roadmap	23721	5395	Python	74	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
28	tldr	23172	1726	Python	90	📚 Simplified and community-driven man pages	2019-08-12T06:10:18Z
29	sentry	21734	2506	Python	919	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-08-10T21:27:28Z
30	faceswap	21658	7170	Python	13	Deepfakes Software For All	2019-08-11T15:58:06Z
31	python-patterns	21611	4661	Python	9	A collection of design patterns/idioms in Python	2019-06-04T18:49:48Z
32	Detectron	21424	4640	Python	263	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-08-12T00:18:56Z
33	pandas	20761	8201	Python	3163	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-08-12T07:49:22Z
34	linux-insides	20019	2161	Python	32	A little bit about a linux kernel	2019-08-05T02:34:11Z
35	jieba	19680	5079	Python	485	结巴中文分词	2019-07-20T06:48:03Z
36	YouCompleteMe	19554	2224	Python	60	A code-completion engine for Vim	2019-08-11T22:15:56Z
37	ItChat	18255	4216	Python	199	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	localstack	18229	1291	Python	454	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-08-11T14:46:34Z
39	tornado	18131	5029	Python	172	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-08-12T02:58:03Z
40	AiLearning	18006	6389	Python	28	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-08-08T03:24:47Z
41	pipenv	17968	1325	Python	286	Python Development Workflow for Humans.	2019-08-07T09:46:21Z
42	interactive-coding-challenges	17816	2648	Python	43	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-05-17T09:22:54Z
43	gym	17710	4822	Python	168	A toolkit for developing and comparing reinforcement learning algorithms.	2019-08-09T22:19:53Z
44	bert	17334	4420	Python	456	TensorFlow code and pre-trained models for BERT	2019-08-02T02:39:51Z
45	cheat.sh	17180	821	Python	43	the only cheat sheet you need	2019-08-10T08:15:17Z
46	compose	16993	2628	Python	519	Define and run multi-container applications with Docker	2019-08-07T15:43:49Z
47	interview_internal_reference	16917	4577	Python	9	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。	2019-08-12T02:37:14Z
48	data-science-ipython-notebooks	16167	4969	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
49	mitmproxy	15918	2046	Python	280	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-08-10T12:31:54Z
50	algorithms	15590	2967	Python	55	Minimal examples of data structures and algorithms in Python	2019-08-09T16:41:46Z
51	wtfpython	15542	1490	Python	18	A collection of surprising Python snippets and lesser-known features.	2019-08-04T07:26:25Z
52	reddit	15062	2762	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
53	macOS-Security-and-Privacy-Guide	15050	1056	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
54	django-rest-framework	15026	4408	Python	186	Web APIs for Django. ⚡️	2019-08-12T08:56:15Z
55	sqlmap	14847	3239	Python	45	Automatic SQL injection and database takeover tool	2019-08-10T23:32:28Z
56	python-fire	14731	876	Python	47	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-08-08T19:10:00Z
57	HelloGitHub	14707	1627	Python	31	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-08-11T04:08:00Z
58	ZeroNet	14366	1846	Python	591	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-08-12T10:20:38Z
59	spaCy	14147	2454	Python	184	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-08-12T08:37:50Z
60	algo	14061	1239	Python	45	Set up a personal VPN in the cloud	2019-08-09T22:09:59Z
61	glances	13953	949	Python	118	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-08-12T08:09:39Z
62	wechat_jump_game	13916	4674	Python	25	微信《跳一跳》Python 辅助	2018-08-03T00:44:49Z
63	ipython	13707	3860	Python	1194	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-08-12T03:03:28Z
64	magenta	13685	2726	Python	208	Magenta: Music and Art Generation with Machine Intelligence	2019-08-10T01:27:08Z
65	pyspider	13507	3315	Python	242	A Powerful Spider(Web Crawler) System in Python.	2019-07-17T09:46:43Z
66	Mask_RCNN	13462	6025	Python	1036	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-08-12T08:09:29Z
67	redash	13461	2249	Python	441	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-08-12T10:26:33Z
68	airflow	13457	4943	Python	322	Apache Airflow	2019-08-12T10:39:00Z
69	hosts	13195	1167	Python	54	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.	2019-08-12T05:56:49Z
70	celery	13141	3366	Python	340	Distributed Task Queue (development branch)	2019-08-11T18:23:47Z
71	TensorFlow-Course	12892	2513	Python	1	Simple and ready-to-use tutorials for TensorFlow	2019-05-16T05:36:38Z
72	pytorch-tutorial	12823	3981	Python	50	PyTorch Tutorial for Deep Learning Researchers	2019-07-12T13:02:07Z
73	sanic	12575	1182	Python	49	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-08-11T08:30:20Z
74	manim	12426	1417	Python	95	Animation engine for explanatory math videos	2019-08-12T06:42:12Z
75	PySnooper	12359	761	Python	16	Never use print for debugging again	2019-08-10T11:20:40Z
76	Python	12256	6736	Python	83	My Python Examples	2019-07-27T09:46:40Z
77	bitcoinbook	12151	3537	Python	79	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-07-24T16:35:41Z
78	luigi	12040	1985	Python	48	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.	2019-08-12T10:56:48Z
79	black	11984	609	Python	198	The uncompromising Python code formatter	2019-08-08T17:29:44Z
80	ML-From-Scratch	11823	2155	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	11544	1739	Python	351	Simple, Pythonic remote execution and deployment.	2019-08-12T01:02:11Z
82	NLP-progress	11517	1918	Python	18	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.	2019-08-12T07:21:54Z
83	funNLP	11427	3262	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
84	Awesome-Linux-Software	11424	1072	Python	10	A list of awesome applications, software, tools and other materials for Linux distros.	2019-08-09T02:42:28Z
85	nginx-proxy	11354	2100	Python	543	Automated nginx proxy for Docker containers using docker-gen	2019-08-08T14:26:12Z
86	bokeh	11201	2813	Python	426	Interactive Data Visualization in the browser, from Python	2019-08-12T09:10:09Z
87	tqdm	11132	586	Python	215	A Fast, Extensible Progress Bar for Python and CLI	2019-08-11T10:29:46Z
88	material-theme	10949	790	Python	5	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-09T15:23:01Z
89	d2l-zh	10876	2798	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（STAT 157）”教材。	2019-08-11T12:25:42Z
90	locust	10670	1539	Python	184	Scalable user load testing tool written in Python	2019-08-06T23:53:02Z
91	pytorch-transformers	10632	2606	Python	193	👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)	2019-08-11T13:37:31Z
92	powerline	10603	821	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
93	awesome-algorithm	10509	2155	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
94	pix2code	10372	1073	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
95	zulip	10258	3153	Python	1350	Zulip server - powerful open source team chat	2019-08-12T10:26:34Z
96	salt	10156	4610	Python	2710	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-08-11T23:32:19Z
97	requests-html	10048	617	Python	66	Pythonic HTML Parsing for Humans™	2019-08-11T03:04:11Z
98	cookiecutter	10026	1106	Python	206	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-08-10T21:37:55Z
99	autojump	9954	493	Python	156	A cd command that learns - easily navigate directories from the command line	2019-07-27T10:21:28Z
100	neural-networks-and-deep-learning	9789	4735	Python	6	Code samples for my book "Neural Networks and Deep Learning"	2019-05-09T10:58:46Z