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	74411	11961	Python	113	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-09-13T16:40:28Z
2	awesome-python	73839	14525	Python	521	A curated list of awesome Python frameworks, libraries, software and resources	2019-10-08T08:46:16Z
3	public-apis	63293	6981	Python	51	A collective list of free APIs for use in software and web development.	2019-10-08T09:01:40Z
4	models	58115	36566	Python	1909	Models and examples built with TensorFlow	2019-10-07T21:39:50Z
5	youtube-dl	56403	9787	Python	3065	Command-line program to download videos from YouTube.com and other video sites	2019-10-07T08:30:24Z
6	thefuck	48438	2374	Python	186	Magnificent app which corrects your previous console command.	2019-10-08T08:20:22Z
7	flask	46838	12970	Python	22	The Python micro framework for building web applications.	2019-10-06T20:26:01Z
8	keras	44583	16957	Python	2584	Deep Learning for humans	2019-10-08T09:56:21Z
9	django	44493	19179	Python	229	The Web framework for perfectionists with deadlines.	2019-10-08T10:34:26Z
10	httpie	43359	2837	Python	147	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	2019-09-28T08:36:29Z
11	awesome-machine-learning	42026	10596	Python	2	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-10-07T23:07:22Z
12	requests	40451	7342	Python	255	A simple, yet elegant HTTP library.	2019-10-02T18:49:20Z
13	ansible	39681	16980	Python	6237	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/	2019-10-08T10:36:43Z
14	scikit-learn	37357	18349	Python	1924	scikit-learn: machine learning in Python	2019-10-08T08:59:49Z
15	scrapy	34645	8060	Python	711	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-10-08T01:12:10Z
16	big-list-of-naughty-strings	33324	1434	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	31582	19306	Python	449	None	2019-08-27T10:19:00Z
18	XX-Net	28866	7743	Python	7374	a web proxy tool	2019-09-19T15:57:39Z
19	face_recognition	28559	7781	Python	382	The world's simplest facial recognition api for Python and the command line	2019-10-07T11:37:29Z
20	you-get	27317	5455	Python	322	⏬ Dumb downloader that scrapes the web	2019-10-05T09:23:53Z
21	home-assistant	27077	7963	Python	957	🏡 Open source home automation that puts local control and privacy first	2019-10-08T10:50:47Z
22	cpython	26985	11876	Python	968	The Python programming language	2019-10-08T10:46:18Z
23	Algorithm_Interview_Notes-Chinese	26972	8352	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
24	100-Days-Of-ML-Code	26581	6472	Python	46	100 Days of ML Coding	2019-06-08T14:57:19Z
25	faceswap	26349	8511	Python	13	Deepfakes Software For All	2019-10-07T15:26:46Z
26	certbot	25731	2692	Python	585	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.	2019-10-07T23:45:34Z
27	CppCoreGuidelines	24489	3218	Python	144	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-10-08T08:19:42Z
28	Deep-Learning-Papers-Reading-Roadmap	24194	5511	Python	73	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-09-20T16:55:56Z
29	tldr	23722	1778	Python	102	📚 Simplified and community-driven man pages	2019-10-08T10:19:41Z
30	sentry	22293	2557	Python	940	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-10-08T07:09:55Z
31	python-patterns	22265	4763	Python	10	A collection of design patterns/idioms in Python	2019-10-07T09:40:20Z
32	Detectron	21987	4814	Python	277	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-10-03T19:11:14Z
33	pandas	21690	8587	Python	3301	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-10-08T09:58:40Z
34	jieba	20293	5210	Python	496	结巴中文分词	2019-09-26T15:08:59Z
35	linux-insides	20255	2209	Python	32	A little bit about a linux kernel	2019-10-07T17:58:07Z
36	YouCompleteMe	19906	2258	Python	66	A code-completion engine for Vim	2019-10-01T22:50:47Z
37	AiLearning	19780	7024	Python	29	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-10-08T10:54:28Z
38	interview_internal_reference	19517	5379	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。	2019-10-08T09:40:30Z
39	localstack	19454	1398	Python	439	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-10-07T15:02:31Z
40	ItChat	18775	4339	Python	206	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	18495	4884	Python	517	TensorFlow code and pre-trained models for BERT	2019-10-04T18:45:06Z
42	pipenv	18447	1391	Python	308	Python Development Workflow for Humans.	2019-10-07T17:10:03Z
43	tornado	18380	5055	Python	182	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-10-06T03:07:08Z
44	gym	18333	5012	Python	169	A toolkit for developing and comparing reinforcement learning algorithms.	2019-10-04T22:40:07Z
45	interactive-coding-challenges	18250	2746	Python	46	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-02T11:30:12Z
46	incubator-mxnet	17831	6342	Python	1486	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-10-08T08:35:32Z
47	cheat.sh	17546	846	Python	48	the only cheat sheet you need	2019-09-06T12:28:56Z
48	compose	17520	2744	Python	590	Define and run multi-container applications with Docker	2019-10-08T09:07:43Z
49	data-science-ipython-notebooks	17063	5225	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	16509	5158	Python	58	12306智能刷票，订票	2019-10-05T02:47:54Z
51	mitmproxy	16454	2128	Python	286	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-10-08T00:01:05Z
52	algorithms	16023	3100	Python	74	Minimal examples of data structures and algorithms in Python	2019-10-08T09:53:56Z
53	wtfpython	15941	1538	Python	23	A collection of surprising Python snippets and lesser-known features.	2019-10-06T11:15:52Z
54	HelloGitHub	15891	1772	Python	10	: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
55	django-rest-framework	15528	4557	Python	221	Web APIs for Django. 🎸	2019-10-07T13:31:21Z
56	python-fire	15409	929	Python	54	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-10-07T09:58:20Z
57	sqlmap	15267	3314	Python	50	Automatic SQL injection and database takeover tool	2019-10-08T04:32:26Z
58	odoo	15255	11014	Python	2444	Odoo. Open Source Apps To Grow Your Business.	2019-10-08T10:59:59Z
59	macOS-Security-and-Privacy-Guide	15201	1068	Python	3	Guide to securing and improving privacy on macOS	2019-10-07T23:43:10Z
60	reddit	15122	2781	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
61	spaCy	14776	2556	Python	116	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-10-08T10:47:04Z
62	transformers	14764	3401	Python	281	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2019-10-08T09:49:51Z
63	algo	14697	1290	Python	50	Set up a personal VPN in the cloud	2019-10-07T12:08:25Z
64	ZeroNet	14695	1897	Python	610	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-10-07T09:23:33Z
65	glances	14261	963	Python	121	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-10-07T19:20:15Z
66	Mask_RCNN	14246	6452	Python	1120	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-09-23T17:32:56Z
67	airflow	14166	5280	Python	287	Apache Airflow	2019-10-08T10:37:05Z
68	Python	14042	7208	Python	98	My Python Examples	2019-10-08T03:18:44Z
69	magenta	14032	2806	Python	218	Magenta: Music and Art Generation with Machine Intelligence	2019-10-07T20:32:43Z
70	wechat_jump_game	13919	4666	Python	26	微信《跳一跳》Python 辅助	2019-08-28T12:21:19Z
71	redash	13914	2373	Python	464	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-10-08T08:30:53Z
72	ipython	13805	3892	Python	1222	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-10-05T18:44:26Z
73	manim	13711	1603	Python	123	Animation engine for explanatory math videos	2019-10-08T09:38:16Z
74	pyspider	13700	3358	Python	246	A Powerful Spider(Web Crawler) System in Python.	2019-08-17T04:52:41Z
75	hosts	13646	1219	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.	2019-09-30T15:04:29Z
76	pytorch-tutorial	13562	4233	Python	55	PyTorch Tutorial for Deep Learning Researchers	2019-09-15T19:12:19Z
77	celery	13549	3450	Python	352	Distributed Task Queue (development branch)	2019-10-08T10:01:46Z
78	d2l-zh	13506	3420	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”教材。	2019-09-30T16:47:39Z
79	TensorFlow-Course	13505	2677	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-09-22T02:43:52Z
80	ML-From-Scratch	13319	2445	Python	14	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.	2019-10-06T20:03:36Z
81	funNLP	13076	3871	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。	2019-08-31T02:45:03Z
82	sanic	12882	1206	Python	52	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-10-07T19:25:04Z
83	black	12775	678	Python	236	The uncompromising Python code formatter	2019-10-07T15:24:02Z
84	PySnooper	12699	786	Python	15	Never use print for debugging again	2019-09-20T14:10:51Z
85	bitcoinbook	12357	3591	Python	68	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-10-05T07:40:42Z
86	luigi	12297	2016	Python	54	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.	2019-10-06T15:17:42Z
87	NLP-progress	12240	2096	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.	2019-10-06T09:42:16Z
88	tqdm	11846	615	Python	217	A Fast, Extensible Progress Bar for Python and CLI	2019-10-03T06:46:35Z
89	fabric	11725	1771	Python	368	Simple, Pythonic remote execution and deployment.	2019-10-02T17:06:44Z
90	bokeh	11688	2921	Python	447	Interactive Data Visualization in the browser, from Python	2019-10-07T22:40:59Z
91	nginx-proxy	11685	2145	Python	557	Automated nginx proxy for Docker containers using docker-gen	2019-10-01T14:01:10Z
92	Awesome-Linux-Software	11586	1105	Python	10	A list of awesome applications, software, tools and other materials for Linux distros.	2019-10-07T13:40:26Z
93	locust	11035	1589	Python	186	Scalable user load testing tool written in Python	2019-10-04T09:46:21Z
94	material-theme	10990	789	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
95	powerline	10780	826	Python	168	Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.	2019-10-08T07:05:54Z
96	wxpy	10663	1872	Python	279	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-07-14T17:59:47Z
97	zulip	10481	3244	Python	1348	Zulip server - powerful open source team chat	2019-10-08T10:33:47Z
98	pix2code	10465	1093	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
99	awesome-algorithm	10415	2160	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
100	cookiecutter	10370	1142	Python	202	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-10-05T00:00:33Z