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	70803	13849	Python	479	A curated list of awesome Python frameworks, libraries, software and resources	2019-08-07T10:12:02Z
2	system-design-primer	70397	11042	Python	103	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-08-05T00:30:54Z
3	models	56222	35169	Python	1797	Models and examples built with TensorFlow	2019-08-07T06:09:11Z
4	youtube-dl	53885	9355	Python	2910	Command-line program to download videos from YouTube.com and other video sites	2019-08-06T18:32:50Z
5	flask	45765	12784	Python	18	The Python micro framework for building web applications.	2019-08-01T20:36:09Z
6	thefuck	45327	2242	Python	170	Magnificent app which corrects your previous console command.	2019-08-05T06:58:15Z
7	keras	43280	16474	Python	2503	Deep Learning for humans	2019-08-06T14:24:47Z
8	django	43222	18599	Python	221	The Web framework for perfectionists with deadlines.	2019-08-07T09:23:16Z
9	httpie	42566	2803	Python	162	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	2019-08-01T13:39:49Z
10	requests	39678	7218	Python	250	Python HTTP Requests for Humans™ ✨🍰✨	2019-08-06T08:18:07Z
11	ansible	38732	16295	Python	6024	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/	2019-08-07T10:59:59Z
12	scikit-learn	36486	17884	Python	1898	scikit-learn: machine learning in Python	2019-08-07T09:55:34Z
13	big-list-of-naughty-strings	32918	1406	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	30975	18884	Python	448	None	2019-06-14T03:17:23Z
15	XX-Net	28397	7661	Python	7440	a web proxy tool	2019-07-25T02:00:32Z
16	face_recognition	26657	7146	Python	356	The world's simplest facial recognition api for Python and the command line	2019-07-25T09:44:43Z
17	you-get	26271	5253	Python	318	⏬ Dumb downloader that scrapes the web	2019-08-05T17:52:44Z
18	cpython	25893	11019	Python	1073	The Python programming language	2019-08-07T08:51:39Z
19	home-assistant	25671	7447	Python	884	🏡 Open source home automation that puts local control and privacy first	2019-08-07T10:53:19Z
20	Algorithm_Interview_Notes-Chinese	25606	7895	Python	28	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
21	certbot	25441	2641	Python	556	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.	2019-08-07T00:03:02Z
22	100-Days-Of-ML-Code	24806	5940	Python	44	100 Days of ML Coding	2019-06-08T14:57:19Z
23	CppCoreGuidelines	23771	3116	Python	131	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-08-06T21:07:45Z
24	Deep-Learning-Papers-Reading-Roadmap	23669	5380	Python	74	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
25	tldr	23139	1723	Python	92	📚 Simplified and community-driven man pages	2019-08-07T10:48:10Z
26	sentry	21684	2499	Python	933	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-08-07T05:52:25Z
27	python-patterns	21567	4651	Python	9	A collection of design patterns/idioms in Python	2019-06-04T18:49:48Z
28	faceswap	21517	7142	Python	13	Deepfakes Software For All	2019-08-07T10:15:06Z
29	Detectron	21395	4624	Python	261	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-07-25T13:24:06Z
30	pandas	20691	8168	Python	3153	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-08-07T10:05:06Z
31	linux-insides	20004	2157	Python	32	A little bit about a linux kernel	2019-08-05T02:34:11Z
32	jieba	19628	5073	Python	485	结巴中文分词	2019-07-20T06:48:03Z
33	YouCompleteMe	19523	2219	Python	59	A code-completion engine for Vim	2019-08-03T20:48:58Z
34	ItChat	18204	4201	Python	199	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。	2019-07-16T04:19:48Z
35	localstack	18133	1283	Python	454	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-08-07T07:23:33Z
36	tornado	18121	5020	Python	171	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-08-06T16:26:42Z
37	pipenv	17932	1323	Python	282	Python Development Workflow for Humans.	2019-08-07T09:46:21Z
38	AiLearning	17897	6340	Python	28	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-08-07T08:47:09Z
39	interactive-coding-challenges	17773	2647	Python	43	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-05-17T09:22:54Z
40	gym	17675	4811	Python	174	A toolkit for developing and comparing reinforcement learning algorithms.	2019-08-02T15:49:24Z
41	bert	17246	4377	Python	452	TensorFlow code and pre-trained models for BERT	2019-08-02T02:39:51Z
42	cheat.sh	17120	820	Python	43	the only cheat sheet you need	2019-08-06T07:29:28Z
43	compose	16947	2617	Python	518	Define and run multi-container applications with Docker	2019-08-06T13:28:54Z
44	data-science-ipython-notebooks	16149	4962	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	interview_internal_reference	15880	4258	Python	7	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。	2019-08-07T03:18:48Z
46	algorithms	15560	2954	Python	54	Minimal examples of data structures and algorithms in Python	2019-07-29T19:48:38Z
47	wtfpython	15505	1482	Python	18	A collection of surprising Python snippets and lesser-known features.	2019-08-04T07:26:25Z
48	reddit	15061	2765	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
49	macOS-Security-and-Privacy-Guide	15035	1055	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
50	django-rest-framework	14976	4404	Python	188	Web APIs for Django. ⚡️	2019-08-07T08:49:18Z
51	sqlmap	14818	3232	Python	44	Automatic SQL injection and database takeover tool	2019-08-06T00:54:27Z
52	python-fire	14658	870	Python	47	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-08-05T22:39:00Z
53	HelloGitHub	14475	1588	Python	27	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-07-30T14:00:11Z
54	ZeroNet	14198	1838	Python	582	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-08-06T12:56:46Z
55	spaCy	14082	2449	Python	182	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-08-06T22:50:43Z
56	algo	14025	1233	Python	41	Set up a personal VPN in the cloud	2019-07-31T15:47:12Z
57	glances	13929	949	Python	121	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-08-01T07:19:13Z
58	wechat_jump_game	13913	4674	Python	25	微信《跳一跳》Python 辅助	2018-08-03T00:44:49Z
59	ipython	13703	3858	Python	1196	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-08-01T17:39:38Z
60	magenta	13659	2719	Python	207	Magenta: Music and Art Generation with Machine Intelligence	2019-08-07T10:41:33Z
61	pyspider	13480	3306	Python	242	A Powerful Spider(Web Crawler) System in Python.	2019-07-17T09:46:43Z
62	redash	13418	2236	Python	461	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-08-07T10:59:27Z
63	Mask_RCNN	13386	5995	Python	1033	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-08-03T07:32:42Z
64	airflow	13378	4921	Python	317	Apache Airflow	2019-08-07T10:22:02Z
65	hosts	13173	1163	Python	52	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.	2019-08-06T17:23:07Z
66	celery	13115	3361	Python	341	Distributed Task Queue (development branch)	2019-08-06T08:18:14Z
67	TensorFlow-Course	12855	2496	Python	1	Simple and ready-to-use tutorials for TensorFlow	2019-05-16T05:36:38Z
68	pytorch-tutorial	12715	3947	Python	50	PyTorch Tutorial for Deep Learning Researchers	2019-07-12T13:02:07Z
69	sanic	12553	1182	Python	51	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-08-06T15:33:11Z
70	PySnooper	12335	761	Python	16	Never use print for debugging again	2019-08-01T14:35:53Z
71	manim	12250	1385	Python	90	Animation engine for explanatory math videos	2019-08-07T09:27:50Z
72	Python	12174	6709	Python	83	My Python Examples	2019-07-27T09:46:40Z
73	bitcoinbook	12139	3531	Python	79	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-07-24T16:35:41Z
74	luigi	12015	1981	Python	46	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.	2019-08-02T15:44:29Z
75	black	11896	607	Python	195	The uncompromising Python code formatter	2019-08-06T01:04:17Z
76	ML-From-Scratch	11802	2153	Python	12	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.	2019-07-11T16:20:06Z
77	fabric	11532	1737	Python	348	Simple, Pythonic remote execution and deployment.	2019-08-06T23:12:12Z
78	NLP-progress	11470	1911	Python	18	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.	2019-08-07T09:46:49Z
79	Awesome-Linux-Software	11401	1064	Python	10	A list of awesome applications, software, tools and other materials for Linux distros.	2019-08-01T16:39:04Z
80	funNLP	11287	3217	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。	2019-08-03T11:58:39Z
81	material-theme	10945	788	Python	5	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-07-11T00:28:54Z
82	d2l-zh	10829	2775	Python	3	《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（STAT 157）”教材。	2019-08-06T02:53:50Z
83	locust	10633	1535	Python	184	Scalable user load testing tool written in Python	2019-08-06T23:53:02Z
84	powerline	10598	818	Python	175	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
85	awesome-algorithm	10525	2152	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
86	pytorch-transformers	10437	2544	Python	186	👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)	2019-08-07T08:11:26Z
87	pix2code	10364	1072	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
88	zulip	10231	3142	Python	1341	Zulip server - powerful open source team chat	2019-08-07T10:24:59Z
89	salt	10142	4609	Python	2701	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-08-07T09:40:36Z
90	requests-html	10030	613	Python	65	Pythonic HTML Parsing for Humans™	2019-08-02T14:00:48Z
91	cookiecutter	10001	1097	Python	203	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-08-06T10:57:54Z
92	autojump	9935	493	Python	156	A cd command that learns - easily navigate directories from the command line	2019-07-27T10:21:28Z
93	FastPhotoStyle	9769	961	Python	42	Style transfer, deep learning, feature transform	2019-05-14T09:40:36Z
94	matplotlib	9748	4367	Python	1500	matplotlib: plotting with Python	2019-08-07T01:56:13Z
95	neural-networks-and-deep-learning	9746	4725	Python	6	Code samples for my book "Neural Networks and Deep Learning"	2019-05-09T10:58:46Z
96	kivy	9654	2160	Python	651	Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS	2019-08-04T08:40:20Z
97	gensim	9653	3516	Python	249	Topic Modelling for Humans	2019-08-07T06:13:04Z
98	yapf	9594	652	Python	230	A formatter for Python files	2019-08-06T08:10:00Z
99	Zappa	9509	1038	Python	584	Serverless Python	2019-07-31T09:47:02Z
100	game-programmer	9301	1120	Python	17	A Study Path for Game Programmer	2019-04-30T01:30:36Z