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	80113	13348	Python	130	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2020-01-08T15:17:01Z
2	awesome-python	77972	15332	Python	16	A curated list of awesome Python frameworks, libraries, software and resources	2020-01-09T06:10:12Z
3	public-apis	68772	7755	Python	75	A collective list of free APIs for use in software and web development.	2020-01-08T19:35:09Z
4	Python	65369	19715	Python	30	All Algorithms implemented in Python	2020-01-10T01:08:56Z
5	models	60992	38740	Python	1952	Models and examples built with TensorFlow	2020-01-10T23:05:49Z
6	youtube-dl	60105	10445	Python	3145	Command-line program to download videos from YouTube.com and other video sites	2020-01-11T05:08:13Z
7	thefuck	51411	2579	Python	210	Magnificent app which corrects your previous console command.	2020-01-06T12:42:59Z
8	flask	48348	13178	Python	30	The Python micro framework for building web applications.	2020-01-04T16:04:15Z
9	django	46475	20019	Python	238	The Web framework for perfectionists with deadlines.	2020-01-11T06:11:34Z
10	keras	46365	17571	Python	2784	Deep Learning for humans	2020-01-10T07:27:46Z
11	httpie	45322	2938	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	2020-01-09T23:07:55Z
12	awesome-machine-learning	43186	10926	Python	7	A curated list of awesome Machine Learning frameworks, libraries and software.	2020-01-07T15:22:00Z
13	requests	41307	7494	Python	296	A simple, yet elegant HTTP library.	2020-01-09T20:37:33Z
14	ansible	41276	17927	Python	6263	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/	2020-01-11T07:04:40Z
15	scikit-learn	38877	19012	Python	2063	scikit-learn: machine learning in Python	2020-01-11T10:58:18Z
16	scrapy	35696	8276	Python	722	Scrapy, a fast high-level web crawling & scraping framework for Python.	2020-01-11T03:53:48Z
17	big-list-of-naughty-strings	34388	1505	Python	60	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.	2020-01-03T01:43:50Z
18	shadowsocks	32165	19555	Python	449	None	2019-11-06T02:01:03Z
19	face_recognition	31164	8603	Python	419	The world's simplest facial recognition api for Python and the command line	2019-12-25T20:30:36Z
20	home-assistant	30687	9028	Python	996	🏡 Open source home automation that puts local control and privacy first	2020-01-11T09:41:54Z
21	you-get	29902	5937	Python	321	⏬ Dumb downloader that scrapes the web	2020-01-08T16:36:39Z
22	XX-Net	29222	7795	Python	7371	a web proxy tool	2020-01-05T07:37:32Z
23	cpython	28788	13045	Python	1058	The Python programming language	2020-01-11T10:55:40Z
24	faceswap	28549	9157	Python	17	Deepfakes Software For All	2020-01-10T12:05:14Z
25	12306	27779	8879	Python	216	12306智能刷票，订票	2020-01-11T06:34:04Z
26	100-Days-Of-ML-Code	27610	6869	Python	52	100 Days of ML Coding	2019-10-20T09:33:50Z
27	certbot	26110	2764	Python	622	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.	2020-01-11T00:48:06Z
28	CppCoreGuidelines	25742	3411	Python	155	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2020-01-09T18:01:04Z
29	Deep-Learning-Papers-Reading-Roadmap	25254	5770	Python	74	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-11-27T15:21:37Z
30	HelloGitHub	24095	3332	Python	17	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-12-30T02:30:04Z
31	interview_internal_reference	23551	6525	Python	14	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。	2019-12-18T08:47:44Z
32	sentry	23547	2678	Python	997	Sentry is cross-platform application monitoring, with a focus on error reporting.	2020-01-11T06:27:04Z
33	python-patterns	23316	4954	Python	10	A collection of design patterns/idioms in Python	2020-01-08T15:54:08Z
34	pandas	22993	9155	Python	3211	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2020-01-11T10:52:46Z
35	Detectron	22679	4997	Python	294	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-12-03T22:31:17Z
36	AiLearning	22614	7908	Python	29	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2020-01-03T08:57:30Z
37	localstack	22361	1593	Python	275	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2020-01-10T19:52:51Z
38	jieba	21546	5432	Python	518	结巴中文分词	2020-01-10T08:30:56Z
39	bert	20917	5696	Python	614	TensorFlow code and pre-trained models for BERT	2020-01-03T07:19:58Z
40	linux-insides	20619	2268	Python	35	A little bit about a linux kernel	2019-12-16T12:02:52Z
41	YouCompleteMe	20466	2338	Python	32	A code-completion engine for Vim	2020-01-08T09:51:47Z
42	transformers	20414	4597	Python	428	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2020-01-11T09:55:27Z
43	ItChat	19561	4550	Python	212	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。	2020-01-10T06:17:28Z
44	gym	19382	5394	Python	75	A toolkit for developing and comparing reinforcement learning algorithms.	2020-01-02T10:21:18Z
45	pipenv	19325	1457	Python	364	Python Development Workflow for Humans.	2020-01-10T07:16:28Z
46	interactive-coding-challenges	18888	2886	Python	54	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-22T16:06:47Z
47	tornado	18735	5129	Python	185	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-12-24T12:33:00Z
48	wtfpython	18569	1730	Python	24	Exploring Python through counter-intuitive snippets. If you think you know Python, think once more!	2020-01-10T13:42:17Z
49	compose	18375	2898	Python	298	Define and run multi-container applications with Docker	2020-01-10T16:47:21Z
50	incubator-mxnet	18269	6503	Python	1642	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2020-01-11T09:50:01Z
51	cheat.sh	17957	875	Python	54	the only cheat sheet you need	2019-10-30T16:45:29Z
52	data-science-ipython-notebooks	17846	5499	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
53	HanLP	17623	4907	Python	7	Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification via one unified interface.	2020-01-11T05:20:10Z
54	mitmproxy	17493	2257	Python	246	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2020-01-10T17:45:46Z
55	algorithms	16603	3293	Python	102	Minimal examples of data structures and algorithms in Python	2020-01-10T18:22:58Z
56	algo	16455	1411	Python	55	Set up a personal VPN in the cloud	2020-01-09T17:28:43Z
57	odoo	16329	11543	Python	2433	Odoo. Open Source Apps To Grow Your Business.	2020-01-11T10:05:30Z
58	manim	16299	1936	Python	172	Animation engine for explanatory math videos	2020-01-06T17:43:07Z
59	django-rest-framework	16290	4775	Python	232	Web APIs for Django. 🎸	2020-01-11T08:42:52Z
60	funNLP	16210	4843	Python	0	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。	2020-01-08T10:36:43Z
61	sqlmap	16153	3498	Python	49	Automatic SQL injection and database takeover tool	2020-01-10T10:44:32Z
62	python-fire	16090	976	Python	63	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-12-13T22:10:15Z
63	Python	16085	7936	Python	111	My Python Examples	2020-01-06T08:58:12Z
64	d2l-zh	15743	4006	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。	2020-01-08T20:02:27Z
65	spaCy	15489	2730	Python	180	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2020-01-10T21:24:10Z
66	macOS-Security-and-Privacy-Guide	15452	1096	Python	8	Guide to securing and improving privacy on macOS	2019-11-20T21:53:54Z
67	Mask_RCNN	15407	7132	Python	1245	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2020-01-08T03:34:32Z
68	reddit	15247	2798	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
69	airflow	15247	5760	Python	262	Apache Airflow - A platform to programmatically author, schedule, and monitor workflows	2020-01-11T10:35:02Z
70	ZeroNet	15109	1971	Python	639	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2020-01-09T15:35:11Z
71	pytorch-tutorial	15105	4737	Python	61	PyTorch Tutorial for Deep Learning Researchers	2019-10-24T09:31:59Z
72	ML-From-Scratch	15087	2871	Python	25	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.	2020-01-02T13:04:25Z
73	glances	14863	1001	Python	129	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2020-01-11T10:30:15Z
74	Real-Time-Voice-Cloning	14708	2561	Python	92	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2019-12-10T23:42:17Z
75	magenta	14491	2933	Python	231	Magenta: Music and Art Generation with Machine Intelligence	2020-01-10T00:20:05Z
76	hosts	14339	1278	Python	65	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.	2020-01-10T22:04:45Z
77	celery	14238	3576	Python	394	Distributed Task Queue (development branch)	2020-01-11T04:58:30Z
78	black	14179	772	Python	283	The uncompromising Python code formatter	2020-01-10T15:13:57Z
79	pyspider	14004	3421	Python	257	A Powerful Spider(Web Crawler) System in Python.	2019-11-14T06:16:19Z
80	ipython	13972	3934	Python	1265	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2020-01-09T16:09:01Z
81	wechat_jump_game	13917	4647	Python	30	微信《跳一跳》Python 辅助	2019-12-16T20:38:15Z
82	TensorFlow-Course	13900	2784	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-12-19T17:56:59Z
83	NLP-progress	13717	2380	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.	2020-01-11T05:37:20Z
84	sanic	13331	1244	Python	59	Async Python 3.6+ web server/framework | Build fast. Run fast.	2020-01-11T05:50:18Z
85	algo	13246	4034	Python	79	数据结构和算法必知必会的50个代码实现	2020-01-11T08:55:35Z
86	PySnooper	13139	809	Python	12	Never use print for debugging again	2019-12-14T13:35:08Z
87	bitcoinbook	12930	3757	Python	83	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2020-01-10T18:31:40Z
88	tqdm	12903	664	Python	224	A Fast, Extensible Progress Bar for Python and CLI	2020-01-10T11:38:54Z
89	ChromeAppHeroes	12811	1267	Python	8	🌈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~	2020-01-08T11:14:00Z
90	luigi	12736	2072	Python	55	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.	2020-01-09T21:34:40Z
91	Awesome-Linux-Software	12727	1245	Python	12	A list of awesome applications, software, tools and other materials for Linux distros.	2020-01-10T10:15:30Z
92	bokeh	12656	3186	Python	471	Interactive Data Visualization in the browser, from Python	2020-01-11T01:48:35Z
93	nginx-proxy	12261	2229	Python	581	Automated nginx proxy for Docker containers using docker-gen	2020-01-09T00:06:33Z
94	GitHub-Chinese-Top-Charts	12251	1614	Python	35	🇨🇳 GitHub中文排行榜，帮助你发现高分优秀中文项目、更高效地吸收国人的优秀经验成果；榜单每周更新一次，敬请关注！	2020-01-10T08:10:53Z
95	fabric	11977	1793	Python	380	Simple, Pythonic remote execution and deployment.	2020-01-10T21:21:20Z
96	DeepFaceLab	11863	2723	Python	164	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).	2020-01-08T11:12:48Z
97	locust	11838	1690	Python	37	Scalable user load testing tool written in Python	2020-01-10T11:52:51Z
98	learn-anything	11751	776	Python	3	Organize world's knowledge, explore connections and curate learning paths	2019-12-12T11:44:58Z
99	PayloadsAllTheThings	11691	3688	Python	12	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2020-01-10T12:28:05Z
100	wxpy	11654	2055	Python	289	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-07-14T17:59:47Z