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	76328	12453	Python	119	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-11-03T10:56:25Z
2	awesome-python	75427	14815	Python	91	A curated list of awesome Python frameworks, libraries, software and resources	2019-11-12T01:21:59Z
3	public-apis	64891	7251	Python	51	A collective list of free APIs for use in software and web development.	2019-11-13T06:05:38Z
4	models	59257	37495	Python	1883	Models and examples built with TensorFlow	2019-11-13T09:58:58Z
5	youtube-dl	57757	10007	Python	3080	Command-line program to download videos from YouTube.com and other video sites	2019-11-12T18:39:47Z
6	thefuck	50289	2516	Python	201	Magnificent app which corrects your previous console command.	2019-11-11T02:34:56Z
7	flask	47478	13041	Python	27	The Python micro framework for building web applications.	2019-11-12T03:42:30Z
8	keras	45340	17229	Python	2675	Deep Learning for humans	2019-11-11T08:16:35Z
9	django	45198	19501	Python	238	The Web framework for perfectionists with deadlines.	2019-11-13T09:45:05Z
10	httpie	43738	2870	Python	155	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
11	awesome-machine-learning	42508	10759	Python	2	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-11-07T00:48:52Z
12	requests	40759	7412	Python	279	A simple, yet elegant HTTP library.	2019-11-12T19:12:07Z
13	ansible	40322	17398	Python	6179	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/	2019-11-13T10:57:21Z
14	scikit-learn	37963	18689	Python	1988	scikit-learn: machine learning in Python	2019-11-13T10:56:10Z
15	scrapy	35056	8155	Python	725	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-11-13T09:55:03Z
16	big-list-of-naughty-strings	33516	1442	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	31830	19488	Python	449	None	2019-11-06T02:01:03Z
18	face_recognition	29688	8153	Python	396	The world's simplest facial recognition api for Python and the command line	2019-11-13T08:54:18Z
19	XX-Net	29073	7766	Python	7363	a web proxy tool	2019-09-19T15:57:39Z
20	home-assistant	28402	8382	Python	1072	🏡 Open source home automation that puts local control and privacy first	2019-11-13T09:47:16Z
21	you-get	27982	5592	Python	320	⏬ Dumb downloader that scrapes the web	2019-10-27T18:04:05Z
22	cpython	27696	12396	Python	998	The Python programming language	2019-11-13T10:46:58Z
23	faceswap	27357	8798	Python	21	Deepfakes Software For All	2019-11-11T19:19:01Z
24	100-Days-Of-ML-Code	27015	6659	Python	50	100 Days of ML Coding	2019-10-20T09:33:50Z
25	certbot	25896	2723	Python	608	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.	2019-11-13T10:58:47Z
26	CppCoreGuidelines	25056	3306	Python	158	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	24490	5606	Python	73	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-10-13T06:28:29Z
28	tldr	24158	1849	Python	124	📚 Simplified and community-driven man pages	2019-11-13T09:24:34Z
29	sentry	22746	2614	Python	960	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-11-13T06:10:14Z
30	python-patterns	22721	4841	Python	13	A collection of design patterns/idioms in Python	2019-11-13T09:39:04Z
31	interview_internal_reference	22395	6125	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。	2019-11-07T11:41:20Z
32	Detectron	22329	4919	Python	286	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-11-04T18:17:30Z
33	pandas	22321	8869	Python	3295	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-11-13T10:40:40Z
34	AiLearning	21275	7461	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
35	jieba	20782	5296	Python	503	结巴中文分词	2019-09-26T15:08:59Z
36	localstack	20662	1474	Python	392	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-11-13T09:19:25Z
37	linux-insides	20397	2236	Python	32	A little bit about a linux kernel	2019-11-10T16:24:10Z
38	YouCompleteMe	20083	2301	Python	42	A code-completion engine for Vim	2019-11-11T11:17:52Z
39	bert	19540	5229	Python	554	TensorFlow code and pre-trained models for BERT	2019-11-12T12:14:57Z
40	ItChat	19071	4431	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	pipenv	18834	1410	Python	322	Python Development Workflow for Humans.	2019-11-12T13:42:51Z
42	gym	18789	5205	Python	84	A toolkit for developing and comparing reinforcement learning algorithms.	2019-11-08T22:46:23Z
43	tornado	18534	5081	Python	180	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-11-13T10:55:43Z
44	interactive-coding-challenges	18528	2812	Python	53	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-22T16:06:47Z
45	incubator-mxnet	18021	6419	Python	1547	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-11-13T09:56:17Z
46	compose	17834	2807	Python	344	Define and run multi-container applications with Docker	2019-11-12T15:22:00Z
47	cheat.sh	17720	859	Python	51	the only cheat sheet you need	2019-10-30T16:45:29Z
48	data-science-ipython-notebooks	17591	5403	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	17533	5525	Python	62	12306智能刷票，订票	2019-11-08T05:25:16Z
50	transformers	16933	3910	Python	356	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2019-11-13T02:13:11Z
51	HelloGitHub	16796	1882	Python	7	: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
52	mitmproxy	16772	2175	Python	295	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-11-13T03:55:51Z
53	algorithms	16290	3198	Python	93	Minimal examples of data structures and algorithms in Python	2019-11-12T00:05:52Z
54	wtfpython	16211	1570	Python	24	A collection of surprising Python snippets and lesser-known features.	2019-10-28T17:18:22Z
55	algo	15815	1358	Python	56	Set up a personal VPN in the cloud	2019-11-13T07:43:49Z
56	django-rest-framework	15802	4629	Python	236	Web APIs for Django. 🎸	2019-11-12T23:31:44Z
57	odoo	15722	11236	Python	2465	Odoo. Open Source Apps To Grow Your Business.	2019-11-13T10:58:22Z
58	python-fire	15664	950	Python	61	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-10-11T17:09:49Z
59	sqlmap	15587	3384	Python	46	Automatic SQL injection and database takeover tool	2019-11-13T10:29:48Z
60	Python	15539	7692	Python	108	My Python Examples	2019-11-12T10:28:45Z
61	macOS-Security-and-Privacy-Guide	15309	1078	Python	3	Guide to securing and improving privacy on macOS	2019-10-25T16:57:01Z
62	reddit	15158	2785	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
63	spaCy	15070	2636	Python	151	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-11-13T09:58:59Z
64	ZeroNet	14899	1922	Python	625	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-11-11T16:14:36Z
65	manim	14760	1747	Python	145	Animation engine for explanatory math videos	2019-11-12T19:55:46Z
66	d2l-zh	14737	3729	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。	2019-11-07T23:20:11Z
67	Mask_RCNN	14719	6751	Python	1182	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-11-08T23:20:18Z
68	airflow	14564	5478	Python	327	Apache Airflow	2019-11-13T10:58:05Z
69	glances	14446	969	Python	121	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-11-13T09:28:30Z
70	funNLP	14309	4246	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。	2019-11-13T02:27:01Z
71	redash	14250	2440	Python	478	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-11-13T08:50:58Z
72	magenta	14226	2864	Python	217	Magenta: Music and Art Generation with Machine Intelligence	2019-11-13T07:39:41Z
73	pytorch-tutorial	14061	4420	Python	58	PyTorch Tutorial for Deep Learning Researchers	2019-10-24T09:31:59Z
74	hosts	13956	1242	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.	2019-11-03T17:35:44Z
75	wechat_jump_game	13930	4659	Python	29	微信《跳一跳》Python 辅助	2019-10-22T20:51:50Z
76	ipython	13871	3899	Python	1239	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-11-12T22:35:49Z
77	pyspider	13811	3385	Python	255	A Powerful Spider(Web Crawler) System in Python.	2019-11-08T17:24:39Z
78	celery	13808	3506	Python	372	Distributed Task Queue (development branch)	2019-11-11T07:21:51Z
79	ML-From-Scratch	13731	2546	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	13695	2728	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-09-22T02:43:52Z
81	black	13433	715	Python	251	The uncompromising Python code formatter	2019-11-13T09:01:40Z
82	sanic	13052	1224	Python	57	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-11-12T13:32:06Z
83	PySnooper	12863	795	Python	13	Never use print for debugging again	2019-10-23T08:03:34Z
84	bitcoinbook	12720	3691	Python	78	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-11-07T20:29:33Z
85	NLP-progress	12703	2190	Python	21	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.	2019-11-12T17:21:27Z
86	luigi	12459	2049	Python	74	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.	2019-11-12T17:48:20Z
87	tqdm	12258	634	Python	221	A Fast, Extensible Progress Bar for Python and CLI	2019-11-13T03:10:32Z
88	bokeh	12130	3090	Python	447	Interactive Data Visualization in the browser, from Python	2019-11-13T09:22:06Z
89	nginx-proxy	11915	2182	Python	566	Automated nginx proxy for Docker containers using docker-gen	2019-11-08T14:00:08Z
90	fabric	11833	1780	Python	377	Simple, Pythonic remote execution and deployment.	2019-10-28T00:34:25Z
91	Awesome-Linux-Software	11700	1128	Python	12	A list of awesome applications, software, tools and other materials for Linux distros.	2019-11-09T10:13:57Z
92	wxpy	11336	1994	Python	285	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	11324	1630	Python	26	Scalable user load testing tool written in Python	2019-11-13T09:44:38Z
94	material-theme	11011	790	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
95	powerline	10899	837	Python	166	Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.	2019-11-03T10:16:39Z
96	DeepFaceLab	10821	2490	Python	119	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).	2019-11-13T06:31:11Z
97	examples	10803	5038	Python	203	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2019-11-13T07:43:22Z
98	algo	10790	3304	Python	64	数据结构和算法必知必会的50个代码实现	2019-11-12T05:50:47Z
99	ChromeAppHeroes	10716	955	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~	2019-10-17T04:49:26Z
100	CheatSheetSeries	10696	1486	Python	51	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2019-11-12T17:21:12Z