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	69593	13568	Python	464	A curated list of awesome Python frameworks, libraries, software and resources	2019-07-05T11:37:09Z
2	system-design-primer	68660	10595	Python	96	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-07-06T15:07:14Z
3	public-apis	58666	6161	Python	63	A collective list of free APIs for use in software and web development.	2019-07-05T20:33:02Z
4	models	54912	34199	Python	1711	Models and examples built with TensorFlow	2019-07-05T11:56:05Z
5	youtube-dl	52310	9118	Python	2894	Command-line program to download videos from YouTube.com and other video sites	2019-07-06T23:46:07Z
6	Python	49711	14465	Python	211	All Algorithms implemented in Python	2019-07-06T17:27:05Z
7	flask	45149	12680	Python	17	The Python micro framework for building web applications.	2019-07-04T23:21:24Z
8	thefuck	44641	2223	Python	161	Magnificent app which corrects your previous console command.	2019-07-05T19:54:02Z
9	django	42572	18329	Python	222	The Web framework for perfectionists with deadlines.	2019-07-07T00:46:06Z
10	keras	42462	16160	Python	2467	Deep Learning for humans	2019-07-06T13:20:21Z
11	httpie	42222	2773	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	40688	10219	Python	2	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-07-03T13:39:09Z
13	requests	39229	7154	Python	243	Python HTTP Requests for Humans™ ✨🍰✨	2019-07-04T21:10:30Z
14	ansible	38175	15997	Python	5866	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/	2019-07-07T02:14:14Z
15	scikit-learn	35953	17590	Python	1940	scikit-learn: machine learning in Python	2019-07-07T02:27:44Z
16	scrapy	33477	7871	Python	808	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-07-06T13:45:23Z
17	big-list-of-naughty-strings	32664	1386	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	30712	18733	Python	448	None	2019-06-14T03:17:23Z
19	XX-Net	28173	7616	Python	7701	a web proxy tool	2019-07-02T15:45:22Z
20	you-get	25542	5099	Python	317	⏬ Dumb downloader that scrapes the web	2019-07-02T19:24:46Z
21	face_recognition	25317	6790	Python	339	The world's simplest facial recognition api for Python and the command line	2019-06-30T14:36:10Z
22	certbot	25304	2613	Python	542	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.	2019-07-06T08:53:15Z
23	cpython	25276	10511	Python	974	The Python programming language	2019-07-07T02:50:50Z
24	home-assistant	24658	7192	Python	1314	🏡 Open source home automation that puts local control and privacy first	2019-07-07T01:58:34Z
25	Algorithm_Interview_Notes-Chinese	24270	7469	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	24103	5661	Python	41	100 Days of ML Coding	2019-06-08T14:57:19Z
27	CppCoreGuidelines	23395	3033	Python	134	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-07-05T05:06:24Z
28	Deep-Learning-Papers-Reading-Roadmap	23372	5309	Python	75	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
29	tldr	22888	1699	Python	91	📚 Simplified and community-driven man pages	2019-07-06T19:39:40Z
30	sentry	21372	2441	Python	900	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-07-06T22:40:18Z
31	python-patterns	21132	4572	Python	9	A collection of design patterns/idioms in Python	2019-06-04T18:49:48Z
32	Detectron	20965	4512	Python	250	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-05-31T18:21:06Z
33	faceswap	20319	6760	Python	6	Non official project based on original /r/Deepfakes thread. Many thanks to him!	2019-07-06T23:48:43Z
34	pandas	20220	7996	Python	3068	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-07-07T02:50:30Z
35	linux-insides	19863	2127	Python	27	A little bit about a linux kernel	2019-05-30T23:45:08Z
36	YouCompleteMe	19323	2160	Python	48	A code-completion engine for Vim	2019-07-05T19:47:02Z
37	jieba	19191	4990	Python	481	结巴中文分词	2019-07-04T15:39:46Z
38	tornado	17970	4984	Python	163	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-06-30T05:54:10Z
39	ItChat	17704	4090	Python	188	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。	2019-06-30T06:59:17Z
40	localstack	17645	1226	Python	447	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-07-05T17:08:38Z
41	interactive-coding-challenges	17502	2592	Python	42	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-05-17T09:22:54Z
42	pipenv	17428	1287	Python	302	Python Development Workflow for Humans.	2019-07-06T18:47:53Z
43	gym	17318	4697	Python	189	A toolkit for developing and comparing reinforcement learning algorithms.	2019-07-06T20:11:03Z
44	cheat.sh	16678	804	Python	40	the only cheat sheet you need	2019-07-06T20:07:20Z
45	compose	16598	2555	Python	502	Define and run multi-container applications with Docker	2019-07-03T15:31:16Z
46	AiLearning	16431	5793	Python	24	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-07-03T11:28:47Z
47	bert	16385	4050	Python	422	TensorFlow code and pre-trained models for BERT	2019-07-01T14:32:29Z
48	data-science-ipython-notebooks	15962	4876	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
49	mitmproxy	15520	2011	Python	273	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-07-06T12:54:15Z
50	algorithms	15343	2881	Python	54	Minimal examples of data structures and algorithms in Python	2019-07-03T22:43:56Z
51	wtfpython	15105	1438	Python	17	A collection of surprising Python snippets and lesser-known features.	2019-07-06T08:47:58Z
52	reddit	15037	2761	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
53	macOS-Security-and-Privacy-Guide	14914	1042	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
54	source-code-pro	14735	1229	Python	38	Monospaced font family for user interface and coding environments	2019-06-10T07:39:30Z
55	django-rest-framework	14637	4331	Python	174	Web APIs for Django. ⚡️	2019-07-06T15:48:25Z
56	sqlmap	14573	3149	Python	43	Automatic SQL injection and database takeover tool	2019-07-07T01:04:31Z
57	python-fire	14407	855	Python	56	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-07-01T20:17:59Z
58	chinese-poetry	14218	2506	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	14035	1814	Python	556	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-07-06T21:25:36Z
60	HelloGitHub	13993	1525	Python	34	:octocat: 分享 GitHub 上有趣、入门级的开源项目	2019-07-02T09:49:51Z
61	wechat_jump_game	13921	4681	Python	25	微信《跳一跳》Python 辅助	2018-08-03T00:44:49Z
62	glances	13760	936	Python	111	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-07-06T16:57:11Z
63	spaCy	13731	2368	Python	175	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-07-05T10:00:43Z
64	algo	13689	1203	Python	41	Set up a personal IPSEC VPN in the cloud	2019-07-06T06:23:43Z
65	ipython	13653	3836	Python	1191	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-07-07T02:41:12Z
66	magenta	13501	2668	Python	204	Magenta: Music and Art Generation with Machine Intelligence	2019-07-05T06:31:46Z
67	pyspider	13342	3274	Python	239	A Powerful Spider(Web Crawler) System in Python.	2019-06-18T16:10:44Z
68	redash	13077	2168	Python	463	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-07-05T21:26:09Z
69	hosts	13002	1143	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.	2019-07-05T01:26:37Z
70	airflow	12940	4710	Python	305	Apache Airflow	2019-07-07T02:23:03Z
71	celery	12881	3328	Python	334	Distributed Task Queue (development branch)	2019-07-06T17:18:19Z
72	Mask_RCNN	12875	5696	Python	988	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-07-03T12:37:49Z
73	TensorFlow-Course	12486	2380	Python	1	Simple and ready-to-use tutorials for TensorFlow	2019-05-16T05:36:38Z
74	sanic	12352	1154	Python	38	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-07-07T02:04:28Z
75	pytorch-tutorial	12178	3734	Python	47	PyTorch Tutorial for Deep Learning Researchers	2019-05-12T21:44:06Z
76	bitcoinbook	12022	3494	Python	77	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-06-29T05:14:47Z
77	PySnooper	11978	743	Python	10	Never use print for debugging again	2019-06-25T14:16:11Z
78	luigi	11844	1956	Python	41	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.	2019-06-27T09:45:26Z
79	Python	11697	6531	Python	81	My Python Examples	2019-07-04T13:33:18Z
80	ML-From-Scratch	11667	2113	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
81	fabric	11417	1730	Python	346	Simple, Pythonic remote execution and deployment.	2019-07-01T19:33:13Z
82	Awesome-Linux-Software	11272	1051	Python	15	A list of awesome applications, software, tools and other materials for Linux distros.	2019-07-06T12:05:43Z
83	black	11242	567	Python	173	The uncompromising Python code formatter	2019-07-03T18:42:01Z
84	manim	11145	1266	Python	79	Animation engine for explanatory math videos	2019-07-06T21:17:02Z
85	nginx-proxy	11118	2064	Python	536	Automated nginx proxy for Docker containers using docker-gen	2019-07-06T14:39:59Z
86	NLP-progress	11039	1811	Python	16	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.	2019-06-29T20:51:20Z
87	material-theme	10912	790	Python	4	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-06-20T21:25:40Z
88	tqdm	10662	564	Python	204	A Fast, Extensible Progress Bar for Python and CLI	2019-07-07T00:54:13Z
89	awesome-algorithm	10570	2129	Python	3	Lisanaaa 小专栏	2019-06-30T02:18:30Z
90	powerline	10494	811	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
91	locust	10409	1496	Python	180	Scalable user load testing tool written in Python	2019-06-28T03:18:05Z
92	bokeh	10339	2664	Python	416	Interactive Web Plotting for Python	2019-07-06T16:34:31Z
93	pix2code	10292	1062	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
94	d2l-zh	10061	2540	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（STAT 157）”教材。	2019-07-05T03:10:33Z
95	salt	10061	4592	Python	2550	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-07-06T23:43:24Z
96	zulip	10045	3105	Python	1347	Zulip server - powerful open source team chat	2019-07-06T19:12:51Z
97	funNLP	9980	2755	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。	2019-07-04T09:15:23Z
98	cookiecutter	9841	1077	Python	240	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-07-06T15:17:49Z
99	requests-html	9833	591	Python	58	Pythonic HTML Parsing for Humans™	2019-05-31T17:23:28Z
100	autojump	9806	484	Python	153	A cd command that learns - easily navigate directories from the command line	2019-05-31T07:43:20Z