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	74643	12017	Python	115	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-10-11T17:47:42Z
2	awesome-python	74013	14558	Python	525	A curated list of awesome Python frameworks, libraries, software and resources	2019-10-11T22:32:36Z
3	public-apis	63503	7024	Python	51	A collective list of free APIs for use in software and web development.	2019-10-11T21:59:59Z
4	models	58264	36708	Python	1917	Models and examples built with TensorFlow	2019-10-12T00:31:43Z
5	youtube-dl	56534	9830	Python	3078	Command-line program to download videos from YouTube.com and other video sites	2019-10-11T19:42:20Z
6	thefuck	48616	2389	Python	191	Magnificent app which corrects your previous console command.	2019-10-11T20:19:38Z
7	flask	46926	12985	Python	23	The Python micro framework for building web applications.	2019-10-11T18:18:01Z
8	keras	44676	16989	Python	2589	Deep Learning for humans	2019-10-11T21:19:30Z
9	django	44603	19214	Python	232	The Web framework for perfectionists with deadlines.	2019-10-12T02:45:31Z
10	httpie	43417	2843	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	42102	10623	Python	2	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-10-08T14:47:58Z
12	requests	40486	7350	Python	260	A simple, yet elegant HTTP library.	2019-10-10T20:49:42Z
13	ansible	39740	17035	Python	6209	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/	2019-10-12T10:22:48Z
14	scikit-learn	37429	18415	Python	1956	scikit-learn: machine learning in Python	2019-10-12T10:59:50Z
15	scrapy	34696	8072	Python	716	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-10-12T10:50:26Z
16	big-list-of-naughty-strings	33333	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	31625	19339	Python	449	None	2019-08-27T10:19:00Z
18	XX-Net	28912	7754	Python	7378	a web proxy tool	2019-09-19T15:57:39Z
19	face_recognition	28767	7829	Python	383	The world's simplest facial recognition api for Python and the command line	2019-10-10T15:16:18Z
20	you-get	27395	5469	Python	323	⏬ Dumb downloader that scrapes the web	2019-10-10T02:11:33Z
21	home-assistant	27288	8007	Python	1036	🏡 Open source home automation that puts local control and privacy first	2019-10-12T10:16:20Z
22	Algorithm_Interview_Notes-Chinese	27144	8402	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	27067	11911	Python	966	The Python programming language	2019-10-12T08:58:01Z
24	100-Days-Of-ML-Code	26659	6513	Python	48	100 Days of ML Coding	2019-10-08T13:36:48Z
25	faceswap	26492	8560	Python	12	Deepfakes Software For All	2019-10-12T09:27:47Z
26	certbot	25754	2699	Python	589	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.	2019-10-11T15:11:03Z
27	CppCoreGuidelines	24534	3232	Python	142	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-10-10T18:30:52Z
28	Deep-Learning-Papers-Reading-Roadmap	24223	5526	Python	73	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-09-20T16:55:56Z
29	tldr	23760	1790	Python	108	📚 Simplified and community-driven man pages	2019-10-12T10:58:31Z
30	sentry	22339	2559	Python	943	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-10-12T01:24:26Z
31	python-patterns	22310	4774	Python	9	A collection of design patterns/idioms in Python	2019-10-07T09:40:20Z
32	Detectron	22061	4835	Python	278	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-10-03T19:11:14Z
33	pandas	21771	8623	Python	3306	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-10-12T07:04:54Z
34	interview_internal_reference	20543	5590	Python	10	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。	2019-10-11T09:42:03Z
35	jieba	20364	5227	Python	496	结巴中文分词	2019-09-26T15:08:59Z
36	linux-insides	20280	2212	Python	34	A little bit about a linux kernel	2019-10-10T18:14:55Z
37	AiLearning	19966	7098	Python	29	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-10-11T09:17:03Z
38	YouCompleteMe	19930	2264	Python	70	A code-completion engine for Vim	2019-10-11T18:16:22Z
39	localstack	19535	1409	Python	437	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-10-11T08:22:09Z
40	ItChat	18836	4356	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	18590	4912	Python	521	TensorFlow code and pre-trained models for BERT	2019-10-12T04:03:00Z
42	pipenv	18497	1396	Python	316	Python Development Workflow for Humans.	2019-10-10T21:57:54Z
43	tornado	18399	5059	Python	185	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-10-06T03:07:08Z
44	gym	18380	5041	Python	164	A toolkit for developing and comparing reinforcement learning algorithms.	2019-10-12T00:30:36Z
45	interactive-coding-challenges	18285	2750	Python	46	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-02T11:30:12Z
46	incubator-mxnet	17856	6349	Python	1496	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-10-12T10:58:10Z
47	cheat.sh	17569	847	Python	48	the only cheat sheet you need	2019-09-06T12:28:56Z
48	compose	17554	2755	Python	582	Define and run multi-container applications with Docker	2019-10-11T15:31:27Z
49	data-science-ipython-notebooks	17156	5281	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	16965	5313	Python	63	12306智能刷票，订票	2019-10-10T07:01:42Z
51	mitmproxy	16491	2132	Python	289	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-10-08T00:01:05Z
52	algorithms	16042	3119	Python	81	Minimal examples of data structures and algorithms in Python	2019-10-11T21:36:30Z
53	wtfpython	15997	1544	Python	23	A collection of surprising Python snippets and lesser-known features.	2019-10-09T13:18:41Z
54	HelloGitHub	15984	1783	Python	5	: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	15560	4559	Python	223	Web APIs for Django. 🎸	2019-10-12T02:09:19Z
56	python-fire	15457	939	Python	59	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-10-11T17:09:49Z
57	odoo	15343	11040	Python	2467	Odoo. Open Source Apps To Grow Your Business.	2019-10-12T10:56:20Z
58	sqlmap	15340	3327	Python	48	Automatic SQL injection and database takeover tool	2019-10-10T13:23:34Z
59	macOS-Security-and-Privacy-Guide	15221	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	transformers	15050	3463	Python	272	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2019-10-12T00:10:48Z
62	spaCy	14811	2568	Python	132	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-10-11T22:18:14Z
63	algo	14745	1296	Python	53	Set up a personal VPN in the cloud	2019-10-09T16:48:29Z
64	ZeroNet	14719	1897	Python	605	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-10-07T09:23:33Z
65	Mask_RCNN	14303	6491	Python	1124	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-09-23T17:32:56Z
66	glances	14293	965	Python	121	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-10-12T09:45:49Z
67	Python	14223	7267	Python	104	My Python Examples	2019-10-12T07:38:58Z
68	airflow	14219	5312	Python	296	Apache Airflow	2019-10-12T10:54:53Z
69	magenta	14048	2811	Python	216	Magenta: Music and Art Generation with Machine Intelligence	2019-10-08T20:35:39Z
70	redash	13962	2382	Python	465	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-10-12T10:17:51Z
71	wechat_jump_game	13918	4663	Python	26	微信《跳一跳》Python 辅助	2019-08-28T12:21:19Z
72	manim	13868	1616	Python	128	Animation engine for explanatory math videos	2019-10-11T05:26:31Z
73	d2l-zh	13820	3489	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
74	ipython	13812	3898	Python	1228	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-10-11T12:08:35Z
75	pyspider	13709	3360	Python	248	A Powerful Spider(Web Crawler) System in Python.	2019-08-17T04:52:41Z
76	hosts	13672	1220	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.	2019-10-10T21:59:37Z
77	pytorch-tutorial	13609	4249	Python	56	PyTorch Tutorial for Deep Learning Researchers	2019-09-15T19:12:19Z
78	celery	13583	3459	Python	358	Distributed Task Queue (development branch)	2019-10-12T05:40:00Z
79	TensorFlow-Course	13528	2682	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-09-22T02:43:52Z
80	ML-From-Scratch	13339	2450	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	13282	3934	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	12894	1208	Python	58	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-10-11T22:34:52Z
83	black	12880	684	Python	239	The uncompromising Python code formatter	2019-10-11T03:19:44Z
84	PySnooper	12724	790	Python	15	Never use print for debugging again	2019-09-20T14:10:51Z
85	bitcoinbook	12369	3598	Python	71	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-10-12T04:48:07Z
86	luigi	12316	2019	Python	59	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.	2019-10-11T04:33:33Z
87	NLP-progress	12276	2109	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.	2019-10-09T21:21:10Z
88	tqdm	11889	614	Python	214	A Fast, Extensible Progress Bar for Python and CLI	2019-10-11T15:59:38Z
89	fabric	11735	1773	Python	370	Simple, Pythonic remote execution and deployment.	2019-10-02T17:06:44Z
90	bokeh	11726	2928	Python	453	Interactive Data Visualization in the browser, from Python	2019-10-12T10:53:31Z
91	nginx-proxy	11717	2150	Python	558	Automated nginx proxy for Docker containers using docker-gen	2019-10-08T13:07:56Z
92	Awesome-Linux-Software	11600	1109	Python	10	A list of awesome applications, software, tools and other materials for Linux distros.	2019-10-07T13:40:26Z
93	locust	11070	1594	Python	187	Scalable user load testing tool written in Python	2019-10-04T09:46:21Z
94	material-theme	10991	789	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
95	powerline	10792	826	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.	2019-10-12T08:03:15Z
96	wxpy	10790	1893	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	10491	3250	Python	1348	Zulip server - powerful open source team chat	2019-10-12T06:45:34Z
98	pix2code	10475	1100	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
99	awesome-algorithm	10403	2162	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
100	cookiecutter	10402	1150	Python	200	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-10-09T14:38:05Z