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	77076	12642	Python	120	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-11-16T03:54:41Z
2	awesome-python	76113	14939	Python	90	A curated list of awesome Python frameworks, libraries, software and resources	2019-11-24T07:27:32Z
3	public-apis	65815	7387	Python	53	A collective list of free APIs for use in software and web development.	2019-11-16T17:08:15Z
4	Python	62577	18792	Python	244	All Algorithms implemented in Python	2019-11-23T15:52:33Z
5	models	59688	37805	Python	1891	Models and examples built with TensorFlow	2019-11-25T10:40:38Z
6	youtube-dl	58141	10068	Python	3095	Command-line program to download videos from YouTube.com and other video sites	2019-11-25T00:22:12Z
7	thefuck	50490	2518	Python	203	Magnificent app which corrects your previous console command.	2019-11-22T18:05:24Z
8	flask	47651	13081	Python	25	The Python micro framework for building web applications.	2019-11-24T23:38:51Z
9	keras	45557	17296	Python	2700	Deep Learning for humans	2019-11-24T16:50:38Z
10	django	45433	19615	Python	257	The Web framework for perfectionists with deadlines.	2019-11-25T10:30:58Z
11	httpie	43853	2879	Python	156	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	2019-11-01T12:49:21Z
12	awesome-machine-learning	42634	10796	Python	3	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-11-15T13:25:12Z
13	requests	40861	7438	Python	279	A simple, yet elegant HTTP library.	2019-11-25T06:53:15Z
14	ansible	40585	17526	Python	6295	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/	2019-11-25T10:43:26Z
15	scikit-learn	38161	18765	Python	1994	scikit-learn: machine learning in Python	2019-11-25T10:40:07Z
16	scrapy	35189	8180	Python	716	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-11-25T10:53:24Z
17	big-list-of-naughty-strings	33553	1449	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
18	shadowsocks	31940	19532	Python	449	None	2019-11-06T02:01:03Z
19	face_recognition	30007	8240	Python	402	The world's simplest facial recognition api for Python and the command line	2019-11-20T15:09:50Z
20	XX-Net	29122	7775	Python	7371	a web proxy tool	2019-09-19T15:57:39Z
21	home-assistant	28663	8491	Python	1102	🏡 Open source home automation that puts local control and privacy first	2019-11-25T09:45:52Z
22	you-get	28216	5632	Python	326	⏬ Dumb downloader that scrapes the web	2019-11-22T19:00:05Z
23	cpython	27939	12543	Python	1014	The Python programming language	2019-11-25T09:02:35Z
24	faceswap	27593	8861	Python	17	Deepfakes Software For All	2019-11-25T02:02:29Z
25	100-Days-Of-ML-Code	27106	6701	Python	50	100 Days of ML Coding	2019-10-20T09:33:50Z
26	certbot	25920	2722	Python	623	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.	2019-11-23T23:31:12Z
27	CppCoreGuidelines	25194	3328	Python	155	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-11-22T18:32:08Z
28	Deep-Learning-Papers-Reading-Roadmap	24546	5624	Python	73	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-10-13T06:28:29Z
29	tldr	24232	1854	Python	124	📚 Simplified and community-driven man pages	2019-11-25T10:30:05Z
30	sentry	22872	2628	Python	965	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-11-25T09:11:08Z
31	python-patterns	22836	4856	Python	10	A collection of design patterns/idioms in Python	2019-11-16T00:08:00Z
32	interview_internal_reference	22669	6213	Python	13	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。	2019-11-20T13:58:33Z
33	pandas	22433	8924	Python	3317	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-11-25T07:55:18Z
34	Detectron	22416	4945	Python	287	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-11-04T18:17:30Z
35	AiLearning	21611	7585	Python	29	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-11-06T10:19:52Z
36	localstack	21541	1508	Python	378	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-11-24T22:34:45Z
37	jieba	20928	5324	Python	508	结巴中文分词	2019-11-25T11:00:28Z
38	linux-insides	20439	2242	Python	32	A little bit about a linux kernel	2019-11-24T13:09:07Z
39	YouCompleteMe	20160	2307	Python	45	A code-completion engine for Vim	2019-11-24T12:27:40Z
40	bert	19786	5324	Python	569	TensorFlow code and pre-trained models for BERT	2019-11-14T01:57:03Z
41	ItChat	19156	4455	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
42	gym	18927	5255	Python	88	A toolkit for developing and comparing reinforcement learning algorithms.	2019-11-24T17:23:55Z
43	pipenv	18926	1417	Python	334	Python Development Workflow for Humans.	2019-11-20T22:28:04Z
44	interactive-coding-challenges	18593	2832	Python	53	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-22T16:06:47Z
45	tornado	18565	5089	Python	179	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-11-23T20:48:44Z
46	incubator-mxnet	18068	6440	Python	1558	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-11-25T09:53:12Z
47	compose	17973	2827	Python	333	Define and run multi-container applications with Docker	2019-11-25T10:48:17Z
48	cheat.sh	17761	862	Python	51	the only cheat sheet you need	2019-10-30T16:45:29Z
49	12306	17661	5568	Python	67	12306智能刷票，订票	2019-11-08T05:25:16Z
50	data-science-ipython-notebooks	17658	5427	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
51	transformers	17584	4059	Python	382	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2019-11-23T16:34:51Z
52	HelloGitHub	16924	1910	Python	8	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-11-12T09:12:26Z
53	mitmproxy	16878	2182	Python	272	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-11-25T03:13:45Z
54	algorithms	16353	3215	Python	96	Minimal examples of data structures and algorithms in Python	2019-11-15T14:25:40Z
55	wtfpython	16248	1573	Python	25	A collection of surprising Python snippets and lesser-known features.	2019-10-28T17:18:22Z
56	algo	15977	1371	Python	59	Set up a personal VPN in the cloud	2019-11-24T21:12:15Z
57	django-rest-framework	15914	4665	Python	232	Web APIs for Django. 🎸	2019-11-23T21:32:14Z
58	odoo	15837	11280	Python	2511	Odoo. Open Source Apps To Grow Your Business.	2019-11-25T11:00:21Z
59	python-fire	15731	952	Python	63	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-10-11T17:09:49Z
60	sqlmap	15692	3403	Python	45	Automatic SQL injection and database takeover tool	2019-11-22T15:25:51Z
61	Python	15677	7741	Python	110	My Python Examples	2019-11-22T21:36:59Z
62	macOS-Security-and-Privacy-Guide	15331	1080	Python	3	Guide to securing and improving privacy on macOS	2019-11-20T21:53:54Z
63	reddit	15181	2789	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
64	spaCy	15146	2653	Python	159	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-11-24T15:14:04Z
65	manim	15021	1778	Python	150	Animation engine for explanatory math videos	2019-11-23T15:45:19Z
66	ZeroNet	14938	1943	Python	630	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-11-23T12:22:37Z
67	d2l-zh	14911	3795	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。	2019-11-22T14:44:53Z
68	Mask_RCNN	14875	6833	Python	1198	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-11-21T07:53:14Z
69	airflow	14685	5529	Python	341	Apache Airflow	2019-11-25T09:58:35Z
70	funNLP	14656	4358	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。	2019-11-22T07:40:38Z
71	glances	14515	972	Python	121	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-11-24T16:41:18Z
72	pytorch-tutorial	14346	4497	Python	60	PyTorch Tutorial for Deep Learning Researchers	2019-10-24T09:31:59Z
73	magenta	14284	2884	Python	220	Magenta: Music and Art Generation with Machine Intelligence	2019-11-23T22:18:49Z
74	hosts	14045	1252	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.	2019-11-20T19:26:06Z
75	wechat_jump_game	13917	4654	Python	29	微信《跳一跳》Python 辅助	2019-10-22T20:51:50Z
76	ipython	13896	3909	Python	1239	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-11-24T21:40:15Z
77	celery	13894	3520	Python	380	Distributed Task Queue (development branch)	2019-11-25T09:42:43Z
78	pyspider	13852	3395	Python	255	A Powerful Spider(Web Crawler) System in Python.	2019-11-14T06:16:19Z
79	ML-From-Scratch	13836	2578	Python	18	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.	2019-11-06T02:49:00Z
80	TensorFlow-Course	13753	2749	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-09-22T02:43:52Z
81	black	13614	728	Python	260	The uncompromising Python code formatter	2019-11-23T05:05:10Z
82	sanic	13117	1227	Python	57	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-11-21T15:33:51Z
83	PySnooper	12897	799	Python	13	Never use print for debugging again	2019-11-19T17:08:24Z
84	NLP-progress	12830	2221	Python	23	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.	2019-11-23T06:29:24Z
85	bitcoinbook	12769	3712	Python	80	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-11-20T07:32:33Z
86	Real-Time-Voice-Cloning	12573	2106	Python	67	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2019-11-15T01:06:12Z
87	luigi	12529	2058	Python	69	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.	2019-11-25T10:58:39Z
88	tqdm	12405	641	Python	221	A Fast, Extensible Progress Bar for Python and CLI	2019-11-23T02:20:30Z
89	bokeh	12205	3105	Python	456	Interactive Data Visualization in the browser, from Python	2019-11-25T02:50:39Z
90	nginx-proxy	11983	2188	Python	569	Automated nginx proxy for Docker containers using docker-gen	2019-11-08T14:00:08Z
91	fabric	11859	1781	Python	376	Simple, Pythonic remote execution and deployment.	2019-10-28T00:34:25Z
92	Awesome-Linux-Software	11730	1134	Python	12	A list of awesome applications, software, tools and other materials for Linux distros.	2019-11-23T12:45:31Z
93	locust	11439	1642	Python	28	Scalable user load testing tool written in Python	2019-11-21T21:54:59Z
94	wxpy	11403	2010	Python	288	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-07-14T17:59:47Z
95	ChromeAppHeroes	11131	993	Python	5	🌈谷粒-Chrome插件英雄榜, 为优秀的Chrome插件写一本中文说明书, 让Chrome插件英雄们造福人类~ ChromePluginHeroes, Write a Chinese manual for the excellent Chrome plugin, let the Chrome plugin heroes benefit the human~	2019-11-23T14:14:51Z
96	DeepFaceLab	11121	2541	Python	125	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).	2019-11-24T16:33:40Z
97	algo	11107	3415	Python	60	数据结构和算法必知必会的50个代码实现	2019-11-24T10:51:18Z
98	material-theme	11010	792	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
99	examples	10981	5128	Python	208	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2019-11-23T18:13:43Z
100	powerline	10933	840	Python	169	Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.	2019-11-20T07:39:26Z