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	72639	14237	Python	487	A curated list of awesome Python frameworks, libraries, software and resources	2019-09-04T15:48:55Z
2	system-design-primer	72367	11494	Python	106	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-09-01T01:03:33Z
3	models	57236	35889	Python	1864	Models and examples built with TensorFlow	2019-09-05T02:27:31Z
4	youtube-dl	55034	9553	Python	2991	Command-line program to download videos from YouTube.com and other video sites	2019-09-04T23:30:02Z
5	thefuck	46575	2303	Python	170	Magnificent app which corrects your previous console command.	2019-09-02T17:17:49Z
6	flask	46270	12866	Python	20	The Python micro framework for building web applications.	2019-09-02T16:05:06Z
7	keras	43877	16702	Python	2567	Deep Learning for humans	2019-09-04T22:00:44Z
8	django	43862	18829	Python	221	The Web framework for perfectionists with deadlines.	2019-09-05T08:17:36Z
9	httpie	42948	2817	Python	144	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	2019-09-04T11:38:57Z
10	requests	40043	7265	Python	236	Python HTTP Requests for Humans™ ✨🍰✨	2019-09-04T07:58:20Z
11	ansible	39166	16610	Python	5962	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/	2019-09-05T10:28:24Z
12	scikit-learn	36884	18132	Python	1929	scikit-learn: machine learning in Python	2019-09-05T09:37:06Z
13	big-list-of-naughty-strings	33044	1418	Python	74	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.	2019-07-07T07:05:31Z
14	shadowsocks	31195	19046	Python	449	None	2019-08-27T10:19:00Z
15	XX-Net	28608	7684	Python	7399	a web proxy tool	2019-09-02T14:00:26Z
16	face_recognition	27813	7480	Python	368	The world's simplest facial recognition api for Python and the command line	2019-09-02T21:32:18Z
17	you-get	26838	5368	Python	319	⏬ Dumb downloader that scrapes the web	2019-09-04T10:06:55Z
18	cpython	26462	11418	Python	1100	The Python programming language	2019-09-05T10:18:03Z
19	Algorithm_Interview_Notes-Chinese	26404	8168	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
20	home-assistant	26186	7676	Python	867	🏡 Open source home automation that puts local control and privacy first	2019-09-05T10:11:44Z
21	certbot	25582	2666	Python	571	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.	2019-09-04T23:17:23Z
22	100-Days-Of-ML-Code	25563	6204	Python	45	100 Days of ML Coding	2019-06-08T14:57:19Z
23	faceswap	24303	7933	Python	19	Deepfakes Software For All	2019-09-04T15:27:47Z
24	CppCoreGuidelines	24101	3168	Python	139	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-09-04T19:55:01Z
25	Deep-Learning-Papers-Reading-Roadmap	23931	5441	Python	73	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
26	tldr	23386	1729	Python	82	📚 Simplified and community-driven man pages	2019-09-03T20:29:21Z
27	sentry	22020	2538	Python	904	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-09-05T08:28:07Z
28	python-patterns	21884	4700	Python	9	A collection of design patterns/idioms in Python	2019-08-31T18:48:20Z
29	Detectron	21679	4725	Python	270	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-08-30T06:24:03Z
30	pandas	21164	8356	Python	3225	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-09-05T04:02:35Z
31	linux-insides	20127	2173	Python	31	A little bit about a linux kernel	2019-08-26T08:15:23Z
32	jieba	19947	5133	Python	490	结巴中文分词	2019-07-20T06:48:03Z
33	YouCompleteMe	19682	2236	Python	63	A code-completion engine for Vim	2019-09-04T11:58:28Z
34	localstack	18832	1343	Python	423	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-09-05T07:50:10Z
35	AiLearning	18804	6694	Python	29	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-08-08T03:24:47Z
36	ItChat	18499	4265	Python	201	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
37	tornado	18239	5037	Python	173	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-09-04T03:10:12Z
38	pipenv	18181	1356	Python	298	Python Development Workflow for Humans.	2019-09-02T13:57:43Z
39	gym	18001	4893	Python	171	A toolkit for developing and comparing reinforcement learning algorithms.	2019-09-04T23:12:13Z
40	bert	17842	4628	Python	496	TensorFlow code and pre-trained models for BERT	2019-08-28T08:31:36Z
41	incubator-mxnet	17639	6268	Python	1418	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-09-05T10:05:17Z
42	cheat.sh	17351	828	Python	46	the only cheat sheet you need	2019-08-19T05:16:48Z
43	compose	17232	2677	Python	546	Define and run multi-container applications with Docker	2019-09-04T20:10:58Z
44	data-science-ipython-notebooks	16320	5026	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
45	algorithms	15791	3008	Python	58	Minimal examples of data structures and algorithms in Python	2019-08-23T10:47:41Z
46	wtfpython	15752	1517	Python	20	A collection of surprising Python snippets and lesser-known features.	2019-08-04T07:26:25Z
47	HelloGitHub	15386	1707	Python	19	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-09-02T13:57:10Z
48	macOS-Security-and-Privacy-Guide	15114	1060	Python	3	Guide to securing and improving privacy on macOS	2019-08-29T18:58:37Z
49	reddit	15098	2774	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
50	python-fire	15077	899	Python	54	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-09-01T07:54:02Z
51	sqlmap	15035	3281	Python	43	Automatic SQL injection and database takeover tool	2019-09-05T09:34:02Z
52	ZeroNet	14546	1872	Python	598	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-09-04T18:17:05Z
53	algo	14309	1258	Python	50	Set up a personal VPN in the cloud	2019-09-03T09:50:30Z
54	glances	14106	956	Python	116	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-08-27T14:41:33Z
55	wechat_jump_game	13916	4680	Python	26	微信《跳一跳》Python 辅助	2019-08-28T12:21:19Z
56	magenta	13840	2763	Python	209	Magenta: Music and Art Generation with Machine Intelligence	2019-09-03T23:40:48Z
57	Mask_RCNN	13809	6236	Python	1074	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-09-02T16:02:45Z
58	airflow	13757	5096	Python	338	Apache Airflow	2019-09-05T10:55:07Z
59	redash	13692	2305	Python	457	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-09-05T00:26:08Z
60	hosts	13370	1182	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.	2019-09-04T18:12:16Z
61	manim	13173	1533	Python	106	Animation engine for explanatory math videos	2019-08-28T18:47:16Z
62	Python	12608	6840	Python	85	My Python Examples	2019-09-02T22:47:58Z
63	black	12366	637	Python	213	The uncompromising Python code formatter	2019-09-04T11:51:33Z
64	bitcoinbook	12267	3558	Python	82	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-08-27T12:32:37Z
65	funNLP	12261	3583	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。	2019-08-31T02:45:03Z
66	NLP-progress	11831	1983	Python	25	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.	2019-09-05T08:08:02Z
67	fabric	11632	1751	Python	355	Simple, Pythonic remote execution and deployment.	2019-08-13T04:29:17Z
68	Awesome-Linux-Software	11504	1089	Python	8	A list of awesome applications, software, tools and other materials for Linux distros.	2019-08-25T13:22:51Z
69	d2l-zh	11142	2891	Python	2	《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。	2019-08-30T18:47:53Z
70	material-theme	10971	787	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
71	locust	10830	1560	Python	189	Scalable user load testing tool written in Python	2019-09-03T01:17:29Z
72	powerline	10682	827	Python	178	Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.	2019-07-05T11:31:33Z
73	pix2code	10410	1077	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
74	zulip	10368	3182	Python	1343	Zulip server - powerful open source team chat	2019-09-05T10:28:59Z
75	cookiecutter	10185	1119	Python	196	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-09-05T09:58:55Z
76	requests-html	10159	627	Python	72	Pythonic HTML Parsing for Humans™	2019-08-31T15:48:42Z
77	autojump	10072	501	Python	156	A cd command that learns - easily navigate directories from the command line	2019-09-03T22:00:16Z
78	matplotlib	9983	4441	Python	1461	matplotlib: plotting with Python	2019-09-05T08:10:13Z
79	neural-networks-and-deep-learning	9909	4795	Python	6	Code samples for my book "Neural Networks and Deep Learning"	2019-05-09T10:58:46Z
80	FastPhotoStyle	9819	980	Python	42	Style transfer, deep learning, feature transform	2019-05-14T09:40:36Z
81	kivy	9797	2188	Python	660	Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS	2019-09-05T03:33:07Z
82	gensim	9792	3536	Python	262	Topic Modelling for Humans	2019-09-04T00:28:08Z
83	dash	9784	990	Python	196	Analytical Web Apps for Python & R. No JavaScript Required.	2019-09-04T19:30:31Z
84	yapf	9696	660	Python	236	A formatter for Python files	2019-08-13T22:05:50Z
85	inter	9499	191	Python	24	The Inter font family	2019-09-04T13:53:28Z
86	pytorch-CycleGAN-and-pix2pix	9456	2620	Python	102	Image-to-Image Translation in PyTorch	2019-08-30T18:53:19Z
87	game-programmer	9453	1151	Python	17	A Study Path for Game Programmer	2019-04-30T01:30:36Z
88	awesome-python-login-model	9443	1868	Python	52	😮python模拟登陆一些大型网站，还有一些简单的爬虫，希望对你们有所帮助❤️，如果喜欢记得给个star哦🌟	2019-09-03T06:10:03Z
89	zipline	9388	2869	Python	322	Zipline, a Pythonic Algorithmic Trading Library	2019-09-02T20:37:37Z
90	magic-wormhole	9381	357	Python	101	get things from one computer to another, safely	2019-08-28T17:33:37Z
91	PayloadsAllTheThings	9279	2898	Python	2	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2019-09-02T10:37:21Z
92	tflearn	9230	2350	Python	559	Deep learning library featuring a higher-level API for TensorFlow.	2019-04-12T10:05:38Z
93	neural-doodle	9206	828	Python	49	Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)	2019-04-11T05:05:51Z
94	prophet	9196	2305	Python	90	Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.	2019-09-04T19:57:11Z
95	pelican	9029	1588	Python	110	Static site generator that supports Markdown and reST syntax. Powered by Python.	2019-09-04T09:05:15Z
96	facenet	9009	3693	Python	422	Face recognition using Tensorflow	2019-09-01T10:54:58Z
97	sshuttle	8992	673	Python	22	Wrong project! You should head over to http://github.com/sshuttle/sshuttle	2018-02-15T13:16:12Z
98	mackup	8970	716	Python	298	Keep your application settings in sync (OS X/Linux)	2019-09-03T19:42:53Z
99	Theano	8894	2502	Python	659	Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.	2019-08-22T13:24:12Z
100	python-cheatsheet	8891	1891	Python	4	Comprehensive Python Cheatsheet	2019-08-30T05:00:42Z