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	75656	12284	Python	120	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-10-30T09:12:44Z
2	awesome-python	74975	14736	Python	538	A curated list of awesome Python frameworks, libraries, software and resources	2019-10-31T02:18:38Z
3	public-apis	64258	7174	Python	53	A collective list of free APIs for use in software and web development.	2019-10-30T10:45:42Z
4	models	58866	37167	Python	1844	Models and examples built with TensorFlow	2019-10-31T04:46:20Z
5	youtube-dl	57235	9937	Python	3087	Command-line program to download videos from YouTube.com and other video sites	2019-10-31T07:13:21Z
6	thefuck	50021	2501	Python	208	Magnificent app which corrects your previous console command.	2019-10-31T08:12:27Z
7	flask	47266	13026	Python	24	The Python micro framework for building web applications.	2019-10-29T01:26:17Z
8	keras	45103	17135	Python	2643	Deep Learning for humans	2019-10-30T15:04:35Z
9	django	44961	19383	Python	236	The Web framework for perfectionists with deadlines.	2019-10-31T10:39:19Z
10	httpie	43614	2861	Python	151	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	42364	10710	Python	2	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-10-30T20:31:19Z
12	requests	40656	7379	Python	269	A simple, yet elegant HTTP library.	2019-10-30T21:22:19Z
13	ansible	40029	17265	Python	6241	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/	2019-10-31T10:24:12Z
14	scikit-learn	37762	18572	Python	1947	scikit-learn: machine learning in Python	2019-10-31T08:52:58Z
15	scrapy	34905	8120	Python	717	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-10-31T10:39:54Z
16	big-list-of-naughty-strings	33460	1437	Python	77	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.	2019-10-25T14:10:16Z
17	shadowsocks	31726	19426	Python	449	None	2019-08-27T10:19:00Z
18	face_recognition	29393	8046	Python	393	The world's simplest facial recognition api for Python and the command line	2019-10-25T21:41:11Z
19	XX-Net	29018	7767	Python	7364	a web proxy tool	2019-09-19T15:57:39Z
20	home-assistant	27831	8224	Python	1044	🏡 Open source home automation that puts local control and privacy first	2019-10-31T10:49:21Z
21	you-get	27742	5543	Python	321	⏬ Dumb downloader that scrapes the web	2019-10-27T18:04:05Z
22	cpython	27457	12191	Python	977	The Python programming language	2019-10-31T10:23:21Z
23	faceswap	27074	8742	Python	18	Deepfakes Software For All	2019-10-31T01:45:45Z
24	100-Days-Of-ML-Code	26907	6620	Python	50	100 Days of ML Coding	2019-10-20T09:33:50Z
25	certbot	25828	2709	Python	594	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.	2019-10-31T09:58:47Z
26	CppCoreGuidelines	24882	3282	Python	153	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-10-29T15:15:24Z
27	Deep-Learning-Papers-Reading-Roadmap	24391	5574	Python	73	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-10-13T06:28:29Z
28	tldr	23975	1837	Python	132	📚 Simplified and community-driven man pages	2019-10-31T10:13:37Z
29	sentry	22556	2593	Python	943	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-10-31T10:40:32Z
30	python-patterns	22545	4811	Python	12	A collection of design patterns/idioms in Python	2019-10-29T20:54:39Z
31	Detectron	22258	4893	Python	282	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-10-16T16:55:28Z
32	pandas	22063	8774	Python	3324	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-10-31T10:39:21Z
33	interview_internal_reference	21719	5904	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。	2019-10-27T11:38:23Z
34	AiLearning	20885	7345	Python	29	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-10-28T07:57:06Z
35	jieba	20625	5263	Python	500	结巴中文分词	2019-09-26T15:08:59Z
36	linux-insides	20346	2229	Python	34	A little bit about a linux kernel	2019-10-10T18:14:55Z
37	YouCompleteMe	20013	2281	Python	42	A code-completion engine for Vim	2019-10-30T06:21:44Z
38	localstack	19827	1433	Python	444	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-10-30T20:22:20Z
39	bert	19182	5104	Python	533	TensorFlow code and pre-trained models for BERT	2019-10-29T03:05:44Z
40	ItChat	18976	4403	Python	207	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	18700	1406	Python	322	Python Development Workflow for Humans.	2019-10-30T19:44:12Z
42	gym	18629	5145	Python	93	A toolkit for developing and comparing reinforcement learning algorithms.	2019-10-30T15:21:05Z
43	tornado	18502	5073	Python	178	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-10-21T05:47:52Z
44	interactive-coding-challenges	18420	2788	Python	53	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-22T16:06:47Z
45	incubator-mxnet	17962	6397	Python	1517	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-10-31T10:44:57Z
46	compose	17724	2782	Python	350	Define and run multi-container applications with Docker	2019-10-30T12:57:43Z
47	cheat.sh	17665	857	Python	51	the only cheat sheet you need	2019-10-30T16:45:29Z
48	data-science-ipython-notebooks	17504	5376	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
49	12306	17431	5477	Python	61	12306智能刷票，订票	2019-10-24T03:35:53Z
50	mitmproxy	16647	2154	Python	294	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-10-30T15:09:31Z
51	HelloGitHub	16439	1849	Python	13	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-10-31T07:43:37Z
52	algorithms	16190	3182	Python	94	Minimal examples of data structures and algorithms in Python	2019-10-30T23:04:02Z
53	wtfpython	16144	1558	Python	23	A collection of surprising Python snippets and lesser-known features.	2019-10-28T17:18:22Z
54	transformers	16097	3714	Python	317	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2019-10-31T09:16:26Z
55	django-rest-framework	15701	4604	Python	238	Web APIs for Django. 🎸	2019-10-30T12:13:51Z
56	odoo	15569	11162	Python	2457	Odoo. Open Source Apps To Grow Your Business.	2019-10-31T10:59:46Z
57	python-fire	15565	943	Python	62	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-10-11T17:09:49Z
58	algo	15555	1346	Python	56	Set up a personal VPN in the cloud	2019-10-30T07:38:40Z
59	sqlmap	15481	3358	Python	45	Automatic SQL injection and database takeover tool	2019-10-31T07:37:34Z
60	macOS-Security-and-Privacy-Guide	15282	1077	Python	3	Guide to securing and improving privacy on macOS	2019-10-25T16:57:01Z
61	reddit	15139	2782	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
62	Python	15069	7526	Python	119	My Python Examples	2019-10-31T09:25:57Z
63	spaCy	14965	2598	Python	119	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-10-31T10:36:39Z
64	ZeroNet	14790	1909	Python	621	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-10-30T10:23:34Z
65	Mask_RCNN	14565	6645	Python	1163	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-10-24T11:59:18Z
66	manim	14534	1709	Python	140	Animation engine for explanatory math videos	2019-10-28T22:40:11Z
67	d2l-zh	14457	3650	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。	2019-10-29T00:15:17Z
68	airflow	14435	5420	Python	329	Apache Airflow	2019-10-31T10:53:21Z
69	glances	14377	969	Python	123	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-10-31T10:47:16Z
70	magenta	14156	2845	Python	215	Magenta: Music and Art Generation with Machine Intelligence	2019-10-31T00:33:59Z
71	redash	14121	2416	Python	477	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-10-31T10:53:06Z
72	wechat_jump_game	13936	4662	Python	29	微信《跳一跳》Python 辅助	2019-10-22T20:51:50Z
73	pytorch-tutorial	13910	4356	Python	58	PyTorch Tutorial for Deep Learning Researchers	2019-10-24T09:31:59Z
74	funNLP	13849	4117	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
75	ipython	13843	3902	Python	1239	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-10-30T05:08:44Z
76	hosts	13810	1232	Python	60	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.	2019-10-30T15:41:56Z
77	pyspider	13775	3377	Python	251	A Powerful Spider(Web Crawler) System in Python.	2019-10-25T16:32:51Z
78	celery	13731	3496	Python	353	Distributed Task Queue (development branch)	2019-10-31T08:53:13Z
79	ML-From-Scratch	13630	2518	Python	16	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.	2019-10-29T03:20:32Z
80	TensorFlow-Course	13629	2709	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-09-22T02:43:52Z
81	black	13218	702	Python	233	The uncompromising Python code formatter	2019-10-31T00:20:28Z
82	sanic	12981	1219	Python	58	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-10-26T06:33:27Z
83	PySnooper	12814	796	Python	13	Never use print for debugging again	2019-10-23T08:03:34Z
84	bitcoinbook	12600	3651	Python	76	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-10-30T05:23:45Z
85	NLP-progress	12529	2159	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.	2019-10-30T05:25:42Z
86	luigi	12404	2037	Python	67	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.	2019-10-31T07:56:14Z
87	tqdm	12105	628	Python	220	A Fast, Extensible Progress Bar for Python and CLI	2019-10-29T12:28:14Z
88	bokeh	11951	3070	Python	454	Interactive Data Visualization in the browser, from Python	2019-10-30T21:28:27Z
89	nginx-proxy	11836	2174	Python	560	Automated nginx proxy for Docker containers using docker-gen	2019-10-08T13:07:56Z
90	fabric	11788	1780	Python	376	Simple, Pythonic remote execution and deployment.	2019-10-28T00:34:25Z
91	Awesome-Linux-Software	11664	1120	Python	10	A list of awesome applications, software, tools and other materials for Linux distros.	2019-10-27T17:09:28Z
92	wxpy	11246	1965	Python	283	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-07-14T17:59:47Z
93	locust	11208	1615	Python	53	Scalable user load testing tool written in Python	2019-10-31T10:16:07Z
94	material-theme	10999	789	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
95	powerline	10851	833	Python	165	Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.	2019-10-26T21:02:25Z
96	examples	10629	4954	Python	197	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2019-10-25T05:27:48Z
97	DeepFaceLab	10588	2431	Python	106	DeepFaceLab is a tool that utilizes machine learning to replace faces in videos. Includes prebuilt ready to work standalone Windows 7,8,10 binary (look readme.md).	2019-10-30T18:17:57Z
98	zulip	10583	3291	Python	1342	Zulip server - powerful open source team chat	2019-10-31T04:14:12Z
99	cookiecutter	10532	1167	Python	205	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-10-30T15:25:47Z
100	pix2code	10515	1111	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-10-30T18:09:14Z