Github-Ranking/Top100/Python.md

Github Ranking

Top 100 Stars in Python

Ranking	Project Name	Stars	Forks	Language	Open Issues	Description	Last Commit
1	awesome-python	69211	13478	Python	460	A curated list of awesome Python frameworks, libraries, software and resources	2019-06-19T12:10:23Z
2	system-design-primer	67985	10452	Python	93	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-06-26T17:57:47Z
3	public-apis	58462	6130	Python	72	A collective list of free APIs for use in software and web development.	2019-06-20T13:53:24Z
4	models	54540	33905	Python	1693	Models and examples built with TensorFlow	2019-06-27T02:51:12Z
5	youtube-dl	51935	9033	Python	2908	Command-line program to download videos from YouTube.com and other video sites	2019-06-26T15:29:10Z
6	Python	47295	13671	Python	197	All Algorithms implemented in Python	2019-06-27T02:30:32Z
7	flask	44971	12631	Python	20	The Python micro framework for building web applications.	2019-06-26T21:46:24Z
8	thefuck	44469	2220	Python	161	Magnificent app which corrects your previous console command.	2019-06-26T18:38:50Z
9	django	42397	18241	Python	229	The Web framework for perfectionists with deadlines.	2019-06-26T20:18:51Z
10	keras	42244	16095	Python	2428	Deep Learning for humans	2019-06-26T06:45:03Z
11	httpie	42097	2768	Python	158	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	2019-06-24T10:36:17Z
12	awesome-machine-learning	40506	10169	Python	2	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-06-25T14:25:26Z
13	requests	39130	7134	Python	238	Python HTTP Requests for Humans™ ✨🍰✨	2019-06-26T19:21:20Z
14	ansible	37957	15909	Python	5786	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/	2019-06-27T02:42:09Z
15	scikit-learn	35811	17520	Python	1926	scikit-learn: machine learning in Python	2019-06-27T01:33:50Z
16	scrapy	33375	7848	Python	813	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-06-26T19:37:54Z
17	big-list-of-naughty-strings	32574	1381	Python	72	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.	2019-03-03T04:08:47Z
18	shadowsocks	30617	18667	Python	448	None	2019-06-14T03:17:23Z
19	XX-Net	28074	7597	Python	7790	a web proxy tool	2019-06-19T08:09:48Z
20	certbot	25264	2605	Python	534	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.	2019-06-27T00:46:56Z
21	you-get	25222	5035	Python	317	⏬ Dumb downloader that scrapes the web	2019-06-18T14:48:57Z
22	cpython	25119	10424	Python	967	The Python programming language	2019-06-27T02:23:26Z
23	face_recognition	25062	6711	Python	331	The world's simplest facial recognition api for Python and the command line	2019-06-13T10:07:03Z
24	home-assistant	24451	7130	Python	1275	🏡 Open source home automation that puts local control and privacy first	2019-06-27T02:59:58Z
25	Algorithm_Interview_Notes-Chinese	24091	7404	Python	26	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	2019-05-24T08:16:55Z
26	100-Days-Of-ML-Code	23772	5579	Python	41	100 Days of ML Coding	2019-06-08T14:57:19Z
27	Deep-Learning-Papers-Reading-Roadmap	23283	5290	Python	75	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
28	CppCoreGuidelines	23260	3013	Python	127	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-06-26T16:43:20Z
29	tldr	22774	1686	Python	80	📚 Simplified and community-driven man pages	2019-06-27T00:44:48Z
30	sentry	21284	2432	Python	881	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-06-27T02:57:25Z
31	python-patterns	21018	4548	Python	9	A collection of design patterns/idioms in Python	2019-06-04T18:49:48Z
32	Detectron	20845	4473	Python	244	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-05-31T18:21:06Z
33	pandas	20092	7953	Python	3095	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-06-27T03:00:06Z
34	linux-insides	19827	2123	Python	26	A little bit about a linux kernel	2019-05-30T23:45:08Z
35	faceswap	19760	6566	Python	13	Non official project based on original /r/Deepfakes thread. Many thanks to him!	2019-06-26T18:52:56Z
36	YouCompleteMe	19256	2150	Python	52	A code-completion engine for Vim	2019-06-26T22:21:57Z
37	jieba	19072	4956	Python	481	结巴中文分词	2019-06-04T03:45:50Z
38	tornado	17930	4982	Python	160	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-06-26T15:37:36Z
39	localstack	17517	1216	Python	432	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-06-26T21:24:02Z
40	ItChat	17464	4041	Python	183	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。	2019-05-24T03:13:26Z
41	interactive-coding-challenges	17457	2571	Python	42	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-05-17T09:22:54Z
42	pipenv	17371	1285	Python	304	Python Development Workflow for Humans.	2019-06-26T03:53:00Z
43	gym	17221	4658	Python	183	A toolkit for developing and comparing reinforcement learning algorithms.	2019-06-26T02:30:39Z
44	cheat.sh	16602	803	Python	41	the only cheat sheet you need	2019-05-31T19:49:06Z
45	compose	16501	2531	Python	496	Define and run multi-container applications with Docker	2019-06-24T10:16:31Z
46	bert	16104	3942	Python	400	TensorFlow code and pre-trained models for BERT	2019-06-26T23:39:11Z
47	data-science-ipython-notebooks	15898	4857	Python	8	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.	2019-04-10T10:46:55Z
48	AiLearning	15787	5575	Python	24	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-06-24T07:50:04Z
49	mitmproxy	15421	1998	Python	265	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-06-26T17:47:47Z
50	algorithms	15283	2850	Python	53	Minimal examples of data structures and algorithms in Python	2019-06-20T16:08:09Z
51	reddit	15027	2756	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
52	wtfpython	14967	1415	Python	15	A collection of surprising Python snippets and lesser-known features.	2019-06-10T19:13:56Z
53	macOS-Security-and-Privacy-Guide	14887	1040	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
54	source-code-pro	14695	1221	Python	37	Monospaced font family for user interface and coding environments	2019-06-10T07:39:30Z
55	django-rest-framework	14529	4305	Python	207	Web APIs for Django. ⚡️	2019-06-25T13:26:00Z
56	sqlmap	14496	3135	Python	39	Automatic SQL injection and database takeover tool	2019-06-26T23:48:42Z
57	python-fire	14322	849	Python	56	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-06-26T20:21:51Z
58	chinese-poetry	14069	2464	Python	28	最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。	2019-06-17T01:21:51Z
59	ZeroNet	13970	1803	Python	586	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-06-26T11:34:32Z
60	wechat_jump_game	13918	4686	Python	25	微信《跳一跳》Python 辅助	2018-08-03T00:44:49Z
61	HelloGitHub	13772	1504	Python	23	:octocat: 分享 GitHub 上有趣、入门级的开源项目「每月28号更新」	2019-06-21T09:03:13Z
62	glances	13682	928	Python	114	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-06-20T18:50:00Z
63	spaCy	13661	2350	Python	161	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-06-26T14:19:22Z
64	ipython	13644	3828	Python	1186	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-06-25T15:57:31Z
65	algo	13595	1194	Python	46	Set up a personal IPSEC VPN in the cloud	2019-06-25T17:19:34Z
66	magenta	13434	2648	Python	202	Magenta: Music and Art Generation with Machine Intelligence	2019-06-21T15:27:37Z
67	pyspider	13294	3260	Python	238	A Powerful Spider(Web Crawler) System in Python.	2019-06-18T16:10:44Z
68	redash	12984	2152	Python	466	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-06-26T18:51:13Z
69	hosts	12920	1137	Python	54	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.	2019-06-23T08:28:47Z
70	airflow	12784	4652	Python	298	Apache Airflow	2019-06-26T21:19:00Z
71	celery	12760	3315	Python	385	Distributed Task Queue (development branch)	2019-06-25T18:37:56Z
72	Mask_RCNN	12686	5622	Python	970	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-06-27T01:25:21Z
73	TensorFlow-Course	12350	2340	Python	1	Simple and ready-to-use tutorials for TensorFlow	2019-05-16T05:36:38Z
74	sanic	12295	1155	Python	39	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-06-24T20:11:24Z
75	pytorch-tutorial	12038	3690	Python	47	PyTorch Tutorial for Deep Learning Researchers	2019-05-12T21:44:06Z
76	bitcoinbook	11968	3478	Python	75	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-06-19T21:26:41Z
77	luigi	11784	1953	Python	40	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.	2019-06-26T10:53:32Z
78	PySnooper	11725	728	Python	10	Never use print for debugging again	2019-06-25T14:16:11Z
79	ML-From-Scratch	11643	2095	Python	11	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.	2019-06-09T02:21:59Z
80	Python	11591	6492	Python	77	My Python Examples	2019-06-17T05:05:16Z
81	fabric	11385	1725	Python	344	Simple, Pythonic remote execution and deployment.	2019-06-21T16:34:47Z
82	Awesome-Linux-Software	11174	1041	Python	11	A list of awesome applications, software, tools and other materials for Linux distros.	2019-06-22T18:54:06Z
83	black	11099	558	Python	174	The uncompromising Python code formatter	2019-06-25T17:09:20Z
84	nginx-proxy	11058	2055	Python	531	Automated nginx proxy for Docker containers using docker-gen	2019-06-23T13:22:27Z
85	NLP-progress	10947	1782	Python	15	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.	2019-06-26T19:24:46Z
86	material-theme	10906	786	Python	4	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-06-20T21:25:40Z
87	manim	10635	1218	Python	72	Animation engine for explanatory math videos	2019-06-25T16:04:02Z
88	awesome-algorithm	10543	2124	Python	3	Lisanaaa 小专栏	2019-06-23T07:35:37Z
89	tqdm	10542	556	Python	201	A Fast, Extensible Progress Bar for Python and CLI	2019-06-26T23:27:00Z
90	powerline	10470	808	Python	172	Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.	2019-06-12T22:27:54Z
91	locust	10351	1490	Python	176	Scalable user load testing tool written in Python	2019-06-26T14:07:46Z
92	pix2code	10271	1058	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
93	salt	10027	4585	Python	2562	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-06-27T02:51:54Z
94	zulip	10001	3085	Python	1338	Zulip server - powerful open source team chat	2019-06-27T01:12:19Z
95	requests-html	9797	585	Python	56	Pythonic HTML Parsing for Humans™	2019-05-31T17:23:28Z
96	cookiecutter	9775	1063	Python	239	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-06-11T01:53:15Z
97	autojump	9756	480	Python	154	A cd command that learns - easily navigate directories from the command line	2019-05-31T07:43:20Z
98	bokeh	9729	2599	Python	412	Interactive Web Plotting for Python	2019-06-26T18:33:14Z
99	FastPhotoStyle	9687	938	Python	38	Style transfer, deep learning, feature transform	2019-05-14T09:40:36Z
100	funNLP	9554	2617	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。	2019-06-20T09:02:51Z