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	75205	12160	Python	118	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-10-21T06:35:22Z
2	awesome-python	74527	14646	Python	532	A curated list of awesome Python frameworks, libraries, software and resources	2019-10-21T08:34:13Z
3	public-apis	63940	7115	Python	54	A collective list of free APIs for use in software and web development.	2019-10-22T07:19:25Z
4	models	58585	36944	Python	1946	Models and examples built with TensorFlow	2019-10-22T09:34:40Z
5	youtube-dl	56827	9887	Python	3092	Command-line program to download videos from YouTube.com and other video sites	2019-10-22T10:02:36Z
6	thefuck	49427	2456	Python	193	Magnificent app which corrects your previous console command.	2019-10-21T10:03:13Z
7	flask	47096	12996	Python	22	The Python micro framework for building web applications.	2019-10-18T23:08:47Z
8	keras	44871	17069	Python	2630	Deep Learning for humans	2019-10-22T10:55:31Z
9	django	44784	19309	Python	241	The Web framework for perfectionists with deadlines.	2019-10-22T10:55:07Z
10	httpie	43518	2854	Python	150	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	2019-10-15T18:54:24Z
11	awesome-machine-learning	42240	10665	Python	2	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-10-16T15:34:50Z
12	requests	40578	7364	Python	273	A simple, yet elegant HTTP library.	2019-10-21T12:50:27Z
13	ansible	39883	17130	Python	6217	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/	2019-10-22T11:00:18Z
14	scikit-learn	37606	18501	Python	1978	scikit-learn: machine learning in Python	2019-10-22T10:58:12Z
15	scrapy	34793	8089	Python	714	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-10-22T10:19:08Z
16	big-list-of-naughty-strings	33407	1433	Python	76	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	31688	19381	Python	449	None	2019-08-27T10:19:00Z
18	face_recognition	29088	7939	Python	388	The world's simplest facial recognition api for Python and the command line	2019-10-17T11:16:24Z
19	XX-Net	28967	7762	Python	7380	a web proxy tool	2019-09-19T15:57:39Z
20	home-assistant	27604	8134	Python	1025	🏡 Open source home automation that puts local control and privacy first	2019-10-22T10:37:15Z
21	you-get	27570	5504	Python	320	⏬ Dumb downloader that scrapes the web	2019-10-19T11:21:44Z
22	Algorithm_Interview_Notes-Chinese	27453	8505	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	cpython	27268	12049	Python	968	The Python programming language	2019-10-22T10:14:19Z
24	faceswap	26834	8670	Python	14	Deepfakes Software For All	2019-10-21T23:20:25Z
25	100-Days-Of-ML-Code	26815	6581	Python	50	100 Days of ML Coding	2019-10-20T09:33:50Z
26	certbot	25801	2702	Python	596	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.	2019-10-21T21:55:04Z
27	CppCoreGuidelines	24775	3266	Python	149	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-10-16T20:29:35Z
28	Deep-Learning-Papers-Reading-Roadmap	24312	5549	Python	73	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-10-13T06:28:29Z
29	tldr	23874	1818	Python	124	📚 Simplified and community-driven man pages	2019-10-22T10:25:02Z
30	sentry	22436	2576	Python	947	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-10-22T10:12:06Z
31	python-patterns	22423	4792	Python	11	A collection of design patterns/idioms in Python	2019-10-17T19:27:33Z
32	Detectron	22200	4868	Python	281	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-10-16T16:55:28Z
33	pandas	21919	8726	Python	3332	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-10-22T09:01:04Z
34	interview_internal_reference	21369	5791	Python	11	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。	2019-10-18T04:07:18Z
35	jieba	20510	5245	Python	498	结巴中文分词	2019-09-26T15:08:59Z
36	linux-insides	20314	2220	Python	34	A little bit about a linux kernel	2019-10-10T18:14:55Z
37	AiLearning	20265	7192	Python	31	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-10-15T03:59:28Z
38	YouCompleteMe	19982	2275	Python	58	A code-completion engine for Vim	2019-10-22T09:08:22Z
39	localstack	19693	1422	Python	443	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-10-22T08:23:29Z
40	ItChat	18911	4390	Python	205	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	bert	18802	4998	Python	528	TensorFlow code and pre-trained models for BERT	2019-10-17T19:45:54Z
42	pipenv	18606	1399	Python	316	Python Development Workflow for Humans.	2019-10-18T02:55:34Z
43	gym	18511	5097	Python	95	A toolkit for developing and comparing reinforcement learning algorithms.	2019-10-19T20:09:52Z
44	tornado	18441	5065	Python	177	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-10-21T05:47:52Z
45	interactive-coding-challenges	18360	2772	Python	51	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-21T20:53:46Z
46	incubator-mxnet	17915	6373	Python	1508	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-10-22T10:18:21Z
47	compose	17650	2771	Python	344	Define and run multi-container applications with Docker	2019-10-21T09:38:04Z
48	cheat.sh	17611	847	Python	50	the only cheat sheet you need	2019-10-21T16:44:03Z
49	data-science-ipython-notebooks	17342	5334	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	12306	17257	5409	Python	65	12306智能刷票，订票	2019-10-17T01:51:35Z
51	mitmproxy	16582	2146	Python	289	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-10-17T13:31:58Z
52	algorithms	16116	3147	Python	83	Minimal examples of data structures and algorithms in Python	2019-10-22T06:45:02Z
53	HelloGitHub	16094	1801	Python	9	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-09-28T12:27:05Z
54	wtfpython	16074	1553	Python	25	A collection of surprising Python snippets and lesser-known features.	2019-10-20T13:55:28Z
55	django-rest-framework	15630	4586	Python	233	Web APIs for Django. 🎸	2019-10-22T10:46:15Z
56	transformers	15593	3585	Python	305	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2019-10-22T07:35:09Z
57	python-fire	15522	942	Python	60	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-10-11T17:09:49Z
58	odoo	15466	11088	Python	2489	Odoo. Open Source Apps To Grow Your Business.	2019-10-22T10:54:08Z
59	sqlmap	15409	3347	Python	53	Automatic SQL injection and database takeover tool	2019-10-21T08:11:44Z
60	macOS-Security-and-Privacy-Guide	15250	1074	Python	3	Guide to securing and improving privacy on macOS	2019-10-16T18:26:55Z
61	reddit	15132	2779	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
62	algo	14977	1299	Python	54	Set up a personal VPN in the cloud	2019-10-18T12:29:07Z
63	spaCy	14885	2585	Python	133	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-10-22T09:06:10Z
64	ZeroNet	14750	1903	Python	620	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-10-21T16:39:50Z
65	Python	14506	7367	Python	104	My Python Examples	2019-10-21T19:39:15Z
66	Mask_RCNN	14442	6575	Python	1137	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-10-18T20:04:29Z
67	airflow	14338	5378	Python	307	Apache Airflow	2019-10-22T11:00:52Z
68	glances	14331	968	Python	121	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-10-21T07:34:05Z
69	manim	14326	1669	Python	141	Animation engine for explanatory math videos	2019-10-16T18:04:32Z
70	d2l-zh	14159	3574	Python	6	《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。	2019-10-21T23:56:39Z
71	magenta	14103	2829	Python	219	Magenta: Music and Art Generation with Machine Intelligence	2019-10-17T23:48:22Z
72	redash	14056	2393	Python	476	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-10-22T10:35:27Z
73	wechat_jump_game	13931	4659	Python	26	微信《跳一跳》Python 辅助	2019-08-28T12:21:19Z
74	ipython	13827	3898	Python	1236	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-10-20T13:06:07Z
75	hosts	13768	1224	Python	57	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.	2019-10-19T07:07:20Z
76	pytorch-tutorial	13761	4308	Python	56	PyTorch Tutorial for Deep Learning Researchers	2019-09-15T19:12:19Z
77	pyspider	13740	3368	Python	249	A Powerful Spider(Web Crawler) System in Python.	2019-10-18T17:40:34Z
78	celery	13663	3476	Python	361	Distributed Task Queue (development branch)	2019-10-22T08:27:34Z
79	funNLP	13600	4023	Python	2	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。	2019-10-15T13:35:10Z
80	TensorFlow-Course	13572	2696	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-09-22T02:43:52Z
81	ML-From-Scratch	13387	2475	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.	2019-10-18T21:42:17Z
82	black	13043	688	Python	223	The uncompromising Python code formatter	2019-10-21T18:58:04Z
83	sanic	12938	1212	Python	56	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-10-15T04:17:06Z
84	PySnooper	12762	793	Python	15	Never use print for debugging again	2019-09-20T14:10:51Z
85	bitcoinbook	12405	3613	Python	73	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-10-12T04:48:07Z
86	NLP-progress	12375	2129	Python	22	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.	2019-10-15T19:47:07Z
87	luigi	12354	2027	Python	63	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.	2019-10-17T17:54:15Z
88	tqdm	12016	623	Python	214	A Fast, Extensible Progress Bar for Python and CLI	2019-10-17T19:58:36Z
89	bokeh	11804	2948	Python	445	Interactive Data Visualization in the browser, from Python	2019-10-22T10:25:55Z
90	nginx-proxy	11777	2158	Python	558	Automated nginx proxy for Docker containers using docker-gen	2019-10-08T13:07:56Z
91	fabric	11766	1776	Python	372	Simple, Pythonic remote execution and deployment.	2019-10-15T04:02:50Z
92	Awesome-Linux-Software	11640	1114	Python	11	A list of awesome applications, software, tools and other materials for Linux distros.	2019-10-14T11:07:27Z
93	locust	11141	1603	Python	81	Scalable user load testing tool written in Python	2019-10-22T00:11:30Z
94	material-theme	10995	789	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
95	wxpy	10933	1918	Python	278	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-07-14T17:59:47Z
96	powerline	10825	830	Python	160	Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.	2019-10-20T07:09:40Z
97	zulip	10531	3268	Python	1350	Zulip server - powerful open source team chat	2019-10-22T05:28:00Z
98	examples	10508	4877	Python	195	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2019-10-08T08:35:56Z
99	pix2code	10505	1108	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
100	cookiecutter	10469	1157	Python	205	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-10-16T00:35:56Z