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	73505	11758	Python	112	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-09-13T16:40:28Z
2	awesome-python	73299	14388	Python	493	A curated list of awesome Python frameworks, libraries, software and resources	2019-09-20T12:07:50Z
3	public-apis	62439	6854	Python	79	A collective list of free APIs for use in software and web development.	2019-09-19T16:08:54Z
4	models	57698	36264	Python	1890	Models and examples built with TensorFlow	2019-09-21T01:02:51Z
5	youtube-dl	55807	9695	Python	3033	Command-line program to download videos from YouTube.com and other video sites	2019-09-21T20:57:59Z
6	thefuck	46910	2316	Python	175	Magnificent app which corrects your previous console command.	2019-09-17T18:02:46Z
7	flask	46536	12929	Python	25	The Python micro framework for building web applications.	2019-09-22T11:00:02Z
8	keras	44270	16834	Python	2553	Deep Learning for humans	2019-09-20T17:49:39Z
9	django	44166	18980	Python	224	The Web framework for perfectionists with deadlines.	2019-09-22T07:15:49Z
10	httpie	43176	2830	Python	143	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	2019-09-18T09:57:35Z
11	awesome-machine-learning	41842	10545	Python	0	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-09-19T13:41:11Z
12	requests	40268	7307	Python	240	A simple, yet elegant HTTP library.	2019-09-19T22:08:06Z
13	ansible	39417	16805	Python	6041	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/	2019-09-22T07:16:46Z
14	scikit-learn	37108	18249	Python	1931	scikit-learn: machine learning in Python	2019-09-22T00:17:27Z
15	scrapy	34469	8034	Python	696	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-09-21T23:14:22Z
16	big-list-of-naughty-strings	33237	1432	Python	75	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.	2019-09-17T10:44:45Z
17	shadowsocks	31407	19175	Python	449	None	2019-08-27T10:19:00Z
18	XX-Net	28742	7720	Python	7407	a web proxy tool	2019-09-19T15:57:39Z
19	face_recognition	28211	7651	Python	375	The world's simplest facial recognition api for Python and the command line	2019-09-21T15:24:10Z
20	you-get	27095	5427	Python	323	⏬ Dumb downloader that scrapes the web	2019-09-19T03:03:59Z
21	cpython	26742	11657	Python	933	The Python programming language	2019-09-22T10:57:04Z
22	Algorithm_Interview_Notes-Chinese	26738	8293	Python	27	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
23	home-assistant	26636	7795	Python	888	🏡 Open source home automation that puts local control and privacy first	2019-09-22T10:01:06Z
24	100-Days-Of-ML-Code	25773	6281	Python	46	100 Days of ML Coding	2019-06-08T14:57:19Z
25	faceswap	25754	8365	Python	18	Deepfakes Software For All	2019-09-20T01:27:13Z
26	certbot	25653	2679	Python	570	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.	2019-09-21T03:08:15Z
27	CppCoreGuidelines	24289	3196	Python	140	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-09-20T19:59:55Z
28	Deep-Learning-Papers-Reading-Roadmap	24072	5480	Python	73	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-09-20T16:55:56Z
29	tldr	23535	1737	Python	80	📚 Simplified and community-driven man pages	2019-09-22T04:13:08Z
30	sentry	22146	2545	Python	924	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-09-20T22:52:39Z
31	python-patterns	22046	4742	Python	9	A collection of design patterns/idioms in Python	2019-08-31T18:48:20Z
32	Detectron	21850	4781	Python	273	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-09-18T16:36:08Z
33	pandas	21372	8465	Python	3235	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-09-22T10:36:23Z
34	linux-insides	20189	2196	Python	32	A little bit about a linux kernel	2019-08-26T08:15:23Z
35	jieba	20136	5171	Python	492	结巴中文分词	2019-07-20T06:48:03Z
36	YouCompleteMe	19773	2250	Python	64	A code-completion engine for Vim	2019-09-18T22:00:40Z
37	AiLearning	19324	6877	Python	29	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-09-18T13:14:23Z
38	localstack	19202	1374	Python	439	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-09-22T09:33:30Z
39	interview_internal_reference	19174	5278	Python	8	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。	2019-09-07T11:47:14Z
40	ItChat	18655	4302	Python	204	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
41	pipenv	18310	1370	Python	309	Python Development Workflow for Humans.	2019-09-15T08:08:48Z
42	tornado	18301	5047	Python	174	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-09-10T20:29:55Z
43	bert	18188	4770	Python	513	TensorFlow code and pre-trained models for BERT	2019-09-19T02:19:10Z
44	gym	18149	4939	Python	183	A toolkit for developing and comparing reinforcement learning algorithms.	2019-09-19T20:47:09Z
45	interactive-coding-challenges	18141	2721	Python	45	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-08-14T18:16:00Z
46	incubator-mxnet	17724	6315	Python	1432	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-09-22T10:41:06Z
47	cheat.sh	17451	837	Python	47	the only cheat sheet you need	2019-09-06T12:28:56Z
48	compose	17391	2703	Python	562	Define and run multi-container applications with Docker	2019-09-20T21:50:13Z
49	data-science-ipython-notebooks	16906	5177	Python	9	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.	2019-09-07T12:03:52Z
50	mitmproxy	16320	2112	Python	305	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-09-17T15:43:58Z
51	algorithms	15897	3045	Python	59	Minimal examples of data structures and algorithms in Python	2019-09-11T18:15:38Z
52	wtfpython	15861	1531	Python	22	A collection of surprising Python snippets and lesser-known features.	2019-09-17T01:12:26Z
53	HelloGitHub	15613	1732	Python	25	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-09-22T07:34:33Z
54	django-rest-framework	15396	4507	Python	215	Web APIs for Django. ⚡️	2019-09-21T07:02:21Z
55	python-fire	15230	921	Python	51	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-09-14T15:15:46Z
56	macOS-Security-and-Privacy-Guide	15155	1064	Python	3	Guide to securing and improving privacy on macOS	2019-08-29T18:58:37Z
57	sqlmap	15132	3296	Python	48	Automatic SQL injection and database takeover tool	2019-09-16T17:29:52Z
58	reddit	15112	2778	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
59	12306	14961	4646	Python	57	12306智能刷票，订票	2019-09-19T08:25:25Z
60	ZeroNet	14639	1890	Python	603	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-09-19T14:38:51Z
61	spaCy	14629	2528	Python	147	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-09-21T17:09:26Z
62	algo	14454	1270	Python	42	Set up a personal VPN in the cloud	2019-09-12T11:46:38Z
63	glances	14196	956	Python	118	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-09-11T19:22:12Z
64	Mask_RCNN	14036	6339	Python	1098	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-09-20T17:30:13Z
65	airflow	13984	5204	Python	274	Apache Airflow	2019-09-22T10:25:05Z
66	magenta	13937	2788	Python	215	Magenta: Music and Art Generation with Machine Intelligence	2019-09-21T18:18:26Z
67	wechat_jump_game	13914	4673	Python	26	微信《跳一跳》Python 辅助	2019-08-28T12:21:19Z
68	redash	13791	2333	Python	460	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-09-22T10:26:24Z
69	ipython	13778	3877	Python	1212	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-09-19T13:48:05Z
70	pyspider	13664	3350	Python	244	A Powerful Spider(Web Crawler) System in Python.	2019-08-17T04:52:41Z
71	hosts	13519	1201	Python	58	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.	2019-09-22T10:33:56Z
72	manim	13453	1573	Python	115	Animation engine for explanatory math videos	2019-09-19T20:39:26Z
73	celery	13451	3424	Python	344	Distributed Task Queue (development branch)	2019-09-20T18:23:44Z
74	TensorFlow-Course	13384	2648	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-09-22T02:43:52Z
75	pytorch-tutorial	13373	4171	Python	55	PyTorch Tutorial for Deep Learning Researchers	2019-09-15T19:12:19Z
76	ML-From-Scratch	13208	2416	Python	13	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.	2019-09-06T01:31:46Z
77	pytorch-transformers	13077	3093	Python	261	👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)	2019-09-20T21:15:03Z
78	d2l-zh	12832	3261	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”教材。	2019-09-18T13:22:35Z
79	sanic	12811	1203	Python	51	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-09-21T12:26:33Z
80	Python	12779	6917	Python	86	My Python Examples	2019-09-17T10:29:04Z
81	funNLP	12759	3764	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。	2019-08-31T02:45:03Z
82	PySnooper	12618	778	Python	15	Never use print for debugging again	2019-09-20T14:10:51Z
83	black	12564	658	Python	224	The uncompromising Python code formatter	2019-09-18T13:08:08Z
84	bitcoinbook	12322	3578	Python	92	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-09-16T14:06:41Z
85	luigi	12221	2001	Python	49	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.	2019-09-20T12:39:31Z
86	NLP-progress	12087	2047	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.	2019-09-20T16:26:24Z
87	fabric	11676	1765	Python	363	Simple, Pythonic remote execution and deployment.	2019-09-18T13:53:49Z
88	tqdm	11662	610	Python	216	A Fast, Extensible Progress Bar for Python and CLI	2019-09-21T22:45:14Z
89	nginx-proxy	11590	2135	Python	559	Automated nginx proxy for Docker containers using docker-gen	2019-09-19T05:56:06Z
90	Awesome-Linux-Software	11553	1099	Python	9	A list of awesome applications, software, tools and other materials for Linux distros.	2019-09-18T19:30:09Z
91	bokeh	11540	2896	Python	436	Interactive Data Visualization in the browser, from Python	2019-09-22T10:46:09Z
92	material-theme	10980	787	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
93	locust	10940	1576	Python	191	Scalable user load testing tool written in Python	2019-09-22T08:14:30Z
94	powerline	10736	825	Python	180	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
95	pix2code	10441	1085	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
96	awesome-algorithm	10440	2162	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
97	zulip	10427	3217	Python	1356	Zulip server - powerful open source team chat	2019-09-22T04:38:51Z
98	cookiecutter	10282	1125	Python	201	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-09-19T04:46:16Z
99	salt	10279	4640	Python	2956	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-09-22T04:32:54Z
100	requests-html	10212	631	Python	77	Pythonic HTML Parsing for Humans™	2019-08-31T15:48:42Z