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	80083	13337	Python	130	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2020-01-08T15:17:01Z
2	awesome-python	77946	15325	Python	16	A curated list of awesome Python frameworks, libraries, software and resources	2020-01-09T06:10:12Z
3	public-apis	68739	7748	Python	75	A collective list of free APIs for use in software and web development.	2020-01-08T19:35:09Z
4	Python	65336	19696	Python	30	All Algorithms implemented in Python	2020-01-10T01:08:56Z
5	models	60973	38720	Python	1947	Models and examples built with TensorFlow	2020-01-09T07:08:17Z
6	youtube-dl	60068	10439	Python	3148	Command-line program to download videos from YouTube.com and other video sites	2020-01-10T09:40:18Z
7	thefuck	51395	2578	Python	210	Magnificent app which corrects your previous console command.	2020-01-06T12:42:59Z
8	flask	48329	13175	Python	30	The Python micro framework for building web applications.	2020-01-04T16:04:15Z
9	keras	46357	17568	Python	2781	Deep Learning for humans	2020-01-10T07:27:46Z
10	httpie	45315	2937	Python	149	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	2020-01-09T23:07:55Z
11	awesome-machine-learning	43174	10923	Python	7	A curated list of awesome Machine Learning frameworks, libraries and software.	2020-01-07T15:22:00Z
12	ansible	41261	17924	Python	6344	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/	2020-01-10T10:43:42Z
13	scikit-learn	38858	18999	Python	2062	scikit-learn: machine learning in Python	2020-01-10T10:55:01Z
14	scrapy	35692	8274	Python	722	Scrapy, a fast high-level web crawling & scraping framework for Python.	2020-01-10T07:40:51Z
15	big-list-of-naughty-strings	34285	1502	Python	60	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.	2020-01-03T01:43:50Z
16	face_recognition	31143	8594	Python	419	The world's simplest facial recognition api for Python and the command line	2019-12-25T20:30:36Z
17	home-assistant	30666	9019	Python	1030	🏡 Open source home automation that puts local control and privacy first	2020-01-10T10:57:54Z
18	you-get	29877	5934	Python	321	⏬ Dumb downloader that scrapes the web	2020-01-08T16:36:39Z
19	cpython	28769	13035	Python	1052	The Python programming language	2020-01-10T10:21:47Z
20	faceswap	28529	9150	Python	18	Deepfakes Software For All	2020-01-09T11:24:55Z
21	12306	27740	8866	Python	214	12306智能刷票，订票	2020-01-08T01:43:41Z
22	100-Days-Of-ML-Code	27608	6869	Python	52	100 Days of ML Coding	2019-10-20T09:33:50Z
23	certbot	26106	2764	Python	623	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.	2020-01-09T20:41:50Z
24	CppCoreGuidelines	25732	3412	Python	155	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2020-01-09T18:01:04Z
25	interview_internal_reference	23546	6525	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。	2019-12-18T08:47:44Z
26	python-patterns	23306	4954	Python	10	A collection of design patterns/idioms in Python	2020-01-08T15:54:08Z
27	pandas	22977	9146	Python	3185	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2020-01-10T10:01:52Z
28	Detectron	22674	4998	Python	294	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-12-03T22:31:17Z
29	AiLearning	22594	7905	Python	29	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2020-01-03T08:57:30Z
30	localstack	22339	1592	Python	271	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2020-01-09T13:12:19Z
31	bert	20907	5694	Python	613	TensorFlow code and pre-trained models for BERT	2020-01-03T07:19:58Z
32	linux-insides	20614	2267	Python	35	A little bit about a linux kernel	2019-12-16T12:02:52Z
33	YouCompleteMe	20462	2337	Python	32	A code-completion engine for Vim	2020-01-08T09:51:47Z
34	transformers	20374	4589	Python	435	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2020-01-10T10:46:35Z
35	gym	19378	5391	Python	79	A toolkit for developing and comparing reinforcement learning algorithms.	2020-01-02T10:21:18Z
36	pipenv	19320	1457	Python	364	Python Development Workflow for Humans.	2020-01-10T07:16:28Z
37	interactive-coding-challenges	18887	2884	Python	54	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-22T16:06:47Z
38	tornado	18733	5128	Python	185	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-12-24T12:33:00Z
39	cheat.sh	17952	875	Python	53	the only cheat sheet you need	2019-10-30T16:45:29Z
40	data-science-ipython-notebooks	17846	5498	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
41	mitmproxy	17481	2256	Python	246	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2020-01-09T18:11:34Z
42	algorithms	16599	3290	Python	100	Minimal examples of data structures and algorithms in Python	2020-01-10T05:27:39Z
43	algo	16444	1411	Python	55	Set up a personal VPN in the cloud	2020-01-09T17:28:43Z
44	odoo	16324	11534	Python	2438	Odoo. Open Source Apps To Grow Your Business.	2020-01-10T11:00:17Z
45	manim	16282	1935	Python	172	Animation engine for explanatory math videos	2020-01-06T17:43:07Z
46	django-rest-framework	16275	4772	Python	234	Web APIs for Django. 🎸	2020-01-10T02:39:40Z
47	funNLP	16192	4841	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、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。	2020-01-08T10:36:43Z
48	sqlmap	16144	3497	Python	47	Automatic SQL injection and database takeover tool	2020-01-10T10:44:32Z
49	Python	16078	7930	Python	111	My Python Examples	2020-01-06T08:58:12Z
50	python-fire	16076	976	Python	63	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-12-13T22:10:15Z
51	d2l-zh	15730	4001	Python	4	《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。	2020-01-08T20:02:27Z
52	spaCy	15483	2726	Python	178	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2020-01-09T19:59:44Z
53	macOS-Security-and-Privacy-Guide	15450	1096	Python	8	Guide to securing and improving privacy on macOS	2019-11-20T21:53:54Z
54	Mask_RCNN	15399	7125	Python	1244	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2020-01-08T03:34:32Z
55	reddit	15246	2798	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
56	pytorch-tutorial	15093	4733	Python	61	PyTorch Tutorial for Deep Learning Researchers	2019-10-24T09:31:59Z
57	ML-From-Scratch	15079	2867	Python	25	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.	2020-01-02T13:04:25Z
58	glances	14858	1001	Python	130	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2020-01-02T19:20:25Z
59	Real-Time-Voice-Cloning	14689	2559	Python	91	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2019-12-10T23:42:17Z
60	magenta	14486	2930	Python	230	Magenta: Music and Art Generation with Machine Intelligence	2020-01-10T00:20:05Z
61	celery	14233	3576	Python	395	Distributed Task Queue (development branch)	2020-01-10T10:45:08Z
62	black	14173	773	Python	282	The uncompromising Python code formatter	2020-01-09T17:14:43Z
63	pyspider	14003	3420	Python	257	A Powerful Spider(Web Crawler) System in Python.	2019-11-14T06:16:19Z
64	ipython	13974	3934	Python	1261	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2020-01-09T16:09:01Z
65	wechat_jump_game	13917	4648	Python	30	微信《跳一跳》Python 辅助	2019-12-16T20:38:15Z
66	TensorFlow-Course	13897	2785	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-12-19T17:56:59Z
67	NLP-progress	13692	2377	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.	2020-01-07T22:36:11Z
68	sanic	13329	1243	Python	63	Async Python 3.6+ web server/framework | Build fast. Run fast.	2020-01-10T04:00:06Z
69	algo	13227	4031	Python	78	数据结构和算法必知必会的50个代码实现	2020-01-10T09:22:12Z
70	PySnooper	13138	809	Python	12	Never use print for debugging again	2019-12-14T13:35:08Z
71	bitcoinbook	12932	3755	Python	82	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2020-01-06T19:14:52Z
72	tqdm	12887	663	Python	224	A Fast, Extensible Progress Bar for Python and CLI	2020-01-01T18:21:35Z
73	ChromeAppHeroes	12804	1267	Python	8	🌈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~	2020-01-08T11:14:00Z
74	luigi	12732	2071	Python	55	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.	2020-01-09T21:34:40Z
75	bokeh	12654	3186	Python	470	Interactive Data Visualization in the browser, from Python	2020-01-09T10:55:19Z
76	nginx-proxy	12254	2229	Python	581	Automated nginx proxy for Docker containers using docker-gen	2020-01-09T00:06:33Z
77	fabric	11978	1793	Python	380	Simple, Pythonic remote execution and deployment.	2020-01-03T23:20:37Z
78	DeepFaceLab	11843	2716	Python	166	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).	2020-01-08T11:12:48Z
79	locust	11833	1691	Python	38	Scalable user load testing tool written in Python	2020-01-10T01:18:00Z
80	learn-anything	11752	776	Python	3	Organize world's knowledge, explore connections and curate learning paths	2019-12-12T11:44:58Z
81	PayloadsAllTheThings	11673	3684	Python	10	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2020-01-09T11:44:20Z
82	wxpy	11654	2053	Python	289	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-07-14T17:59:47Z
83	CheatSheetSeries	11555	1606	Python	52	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2020-01-10T00:43:58Z
84	examples	11537	5396	Python	227	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2020-01-09T21:59:27Z
85	powerline	11090	846	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.	2019-12-11T11:10:55Z
86	zulip	10982	3454	Python	1396	Zulip server - powerful open source team chat	2020-01-10T10:56:57Z
87	cookiecutter	10923	1199	Python	194	A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, jQuery plugin projects.	2020-01-09T00:35:53Z
88	py12306	10895	2902	Python	86	🚂 12306 购票助手，支持集群，多账号，多任务购票以及 Web 页面管理	2020-01-07T15:14:41Z
89	pytorch-CycleGAN-and-pix2pix	10743	3070	Python	151	Image-to-Image Translation in PyTorch	2019-12-19T19:09:24Z
90	pix2code	10670	1148	Python	1	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-12-16T20:55:46Z
91	matplotlib	10644	4708	Python	1575	matplotlib: plotting with Python	2020-01-10T10:51:29Z
92	autojump	10640	524	Python	160	A cd command that learns - easily navigate directories from the command line	2019-11-30T19:12:16Z
93	gpt-2	10633	2526	Python	80	Code for the paper "Language Models are Unsupervised Multitask Learners"	2020-01-09T09:21:06Z
94	neural-networks-and-deep-learning	10614	5010	Python	6	Code samples for my book "Neural Networks and Deep Learning"	2019-11-27T08:47:49Z
95	salt	10560	4753	Python	2764	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2020-01-10T10:18:12Z
96	kivy	10535	2320	Python	722	Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS	2020-01-10T10:37:58Z
97	zipline	10386	3066	Python	333	Zipline, a Pythonic Algorithmic Trading Library	2020-01-09T23:21:00Z
98	gensim	10327	3678	Python	287	Topic Modelling for Humans	2020-01-10T07:01:05Z
99	awesome-algorithm	10266	2158	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
100	python-cheatsheet	10202	2168	Python	5	Comprehensive Python Cheatsheet	2020-01-09T18:50:59Z