René's URL Explorer Experiment


Title: GitHub - murray7/MachineLearning: Machine learning resources · GitHub

Open Graph Title: GitHub - murray7/MachineLearning: Machine learning resources

X Title: GitHub - murray7/MachineLearning: Machine learning resources

Description: Machine learning resources. Contribute to murray7/MachineLearning development by creating an account on GitHub.

Open Graph Description: Machine learning resources. Contribute to murray7/MachineLearning development by creating an account on GitHub.

X Description: Machine learning resources. Contribute to murray7/MachineLearning development by creating an account on GitHub.

Opengraph URL: https://github.com/murray7/MachineLearning

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:773b8da7-a309-7232-5bdd-ad74de52082d
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idD2B0:1882B1:1F5DB02:29819DB:6A5CA3A1
html-safe-nonce3d4f49b8c2bf44d9fe5d97eb03a5f4fd7c0f0067fe099333317dc35f036969b5
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJEMkIwOjE4ODJCMToxRjVEQjAyOjI5ODE5REI6NkE1Q0EzQTEiLCJ2aXNpdG9yX2lkIjoiODM2Mzk2NTI2MjExMTY0OSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac86fdf04ca86e270d229504d3e9a66e5ec5213e3fa2d5dc28932ddc8d016b3bb9
hovercard-subject-tagrepository:161462196
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/murray7/MachineLearning
twitter:imagehttps://opengraph.githubassets.com/f52c3aa3035cd212d8ac9dc7691fa818af5b943980c8d263d0f2fe9ad1b8f21b/murray7/MachineLearning
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/f52c3aa3035cd212d8ac9dc7691fa818af5b943980c8d263d0f2fe9ad1b8f21b/murray7/MachineLearning
og:image:altMachine learning resources. Contribute to murray7/MachineLearning development by creating an account on GitHub.
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None5290d7e14309ad1e76106a9c4237bd1041517e83ea182c8ab756752cb0c6940b
turbo-cache-controlno-cache
go-importgithub.com/murray7/MachineLearning git https://github.com/murray7/MachineLearning.git
octolytics-dimension-user_id23193273
octolytics-dimension-user_loginmurray7
octolytics-dimension-repository_id161462196
octolytics-dimension-repository_nwomurray7/MachineLearning
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id90733436
octolytics-dimension-repository_parent_nwoallmachinelearning/MachineLearning
octolytics-dimension-repository_network_root_id90733436
octolytics-dimension-repository_network_root_nwoallmachinelearning/MachineLearning
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release9c975978430e9ad293956f2bbdaf153b1bd84a99
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/murray7/MachineLearning#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmurray7%2FMachineLearning
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/open-source/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/open-source/accelerator
GitHub Starshttps://stars.github.com
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/enterprise/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmurray7%2FMachineLearning
Sign up https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=murray7%2FMachineLearning
Reloadhttps://github.com/murray7/MachineLearning
Reloadhttps://github.com/murray7/MachineLearning
Reloadhttps://github.com/murray7/MachineLearning
murray7 https://github.com/murray7
MachineLearninghttps://github.com/murray7/MachineLearning
allmachinelearning/MachineLearninghttps://github.com/allmachinelearning/MachineLearning
Notifications https://github.com/login?return_to=%2Fmurray7%2FMachineLearning
Fork 0 https://github.com/login?return_to=%2Fmurray7%2FMachineLearning
Star 0 https://github.com/login?return_to=%2Fmurray7%2FMachineLearning
Code https://github.com/murray7/MachineLearning
Pull requests 0 https://github.com/murray7/MachineLearning/pulls
Actions https://github.com/murray7/MachineLearning/actions
Projects https://github.com/murray7/MachineLearning/projects
Wiki https://github.com/murray7/MachineLearning/wiki
Security and quality 0 https://github.com/murray7/MachineLearning/security
Insights https://github.com/murray7/MachineLearning/pulse
Code https://github.com/murray7/MachineLearning
Pull requests https://github.com/murray7/MachineLearning/pulls
Actions https://github.com/murray7/MachineLearning/actions
Projects https://github.com/murray7/MachineLearning/projects
Wiki https://github.com/murray7/MachineLearning/wiki
Security and quality https://github.com/murray7/MachineLearning/security
Insights https://github.com/murray7/MachineLearning/pulse
https://github.com/murray7/MachineLearning
Brancheshttps://github.com/murray7/MachineLearning/branches
Tagshttps://github.com/murray7/MachineLearning/tags
https://github.com/murray7/MachineLearning/branches
https://github.com/murray7/MachineLearning/tags
44 Commitshttps://github.com/murray7/MachineLearning/commits/master/
https://github.com/murray7/MachineLearning/commits/master/
noteshttps://github.com/murray7/MachineLearning/tree/master/notes
noteshttps://github.com/murray7/MachineLearning/tree/master/notes
README.mdhttps://github.com/murray7/MachineLearning/blob/master/README.md
README.mdhttps://github.com/murray7/MachineLearning/blob/master/README.md
_config.ymlhttps://github.com/murray7/MachineLearning/blob/master/_config.yml
_config.ymlhttps://github.com/murray7/MachineLearning/blob/master/_config.yml
contributors.mdhttps://github.com/murray7/MachineLearning/blob/master/contributors.md
contributors.mdhttps://github.com/murray7/MachineLearning/blob/master/contributors.md
READMEhttps://github.com/murray7/MachineLearning
https://github.com/murray7/MachineLearning#机器学习资源-machine-learning-resources
《机器学习》https://pan.baidu.com/s/1hscnaQC
《统计学习方法》https://pan.baidu.com/s/1dF2b4jf
书中的代码实现https://github.com/WenDesi/lihang_book_algorithm
《机器学习实战》https://pan.baidu.com/s/1gfzV7PL
https://www.jiqizhixin.com/articles/2018-06-21-6https://www.jiqizhixin.com/articles/2018-06-21-6
原Youtube地址需要梯子https://www.youtube.com/watch?v=xRJCOz3AfYY&list=PL2-dafEMk2A7mu0bSksCGMJEmeddU_H4D
百度网盘https://pan.baidu.com/s/1jICGJFg
课程http://speech.ee.ntu.edu.tw/~tlkagk/courses.html
题目https://www.kaggle.com/competitions?sortBy=deadline&group=all&page=1&pageSize=20&segment=gettingStarted
Kaggle介绍及入门解读https://zhuanlan.zhihu.com/p/25686876
可以用来练手的数据集https://www.kaggle.com/annavictoria/ml-friendly-public-datasets/notebook
机器学习经典教材《PRML》所有代码实现https://github.com/ctgk/PRML
机器学习算法Python实现https://github.com/lawlite19/MachineLearning_Python
吴恩达新书：Machine Learning Yearning中文版https://pan.baidu.com/s/10kosKx6rDguS4tPejY-fRw
深度学习(花书)中文版https://github.com/exacity/deeplearningbook-chinese
解析卷积神经网络—深度学习实践手册http://lamda.nju.edu.cn/weixs/book/CNN_book.html
一个简洁明了的时间序列处理(分窗、特征提取、分类)库：Seglearnhttps://dmbee.github.io/seglearn/index.html
计算机视觉这一年：这是最全的一份CV技术报告https://zhuanlan.zhihu.com/p/31430602
深度学习(花书)中文版https://github.com/exacity/deeplearningbook-chinese
深度学习最值得看的论文http://www.dlworld.cn/YeJieDongTai/4385.html
最全面的深度学习自学资源集锦http://dataunion.org/29975.html
Machine learning surveyshttps://github.com/metrofun/machine-learning-surveys/
快速入门TensorFlowhttps://github.com/aymericdamien/TensorFlow-Examples
自然语言处理数据集http://abunchofdata.com/datasets-for-natural-language-processing/
Learning Machine Learning? Six articles you don’t want to misshttp://www.ibmbigdatahub.com/blog/learning-machine-learning-six-articles-you-don-t-want-miss
Getting started with machine learning documented by githubhttps://github.com/collections/machine-learning
https://github.com/murray7/MachineLearning#研究领域资源细分
深度学习 Deep learninghttps://github.com/ChristosChristofidis/awesome-deep-learning
https://github.com/murray7/MachineLearning#深度学习-deep-learning
强化学习 Reinforcement learninghttps://github.com/aikorea/awesome-rl
https://github.com/murray7/MachineLearning#强化学习-reinforcement-learning
迁移学习 Transfer learninghttps://jindongwang.github.io/transferlearning/
https://github.com/murray7/MachineLearning#迁移学习-transfer-learning
分布式学习系统 Distributed learning systemhttps://github.com/theanalyst/awesome-distributed-systems
https://github.com/murray7/MachineLearning#分布式学习系统-distributed-learning-system
计算机视觉/机器视觉 Computer vision / machine visionhttps://github.com/jbhuang0604/awesome-computer-vision
https://github.com/murray7/MachineLearning#计算机视觉机器视觉-computer-vision--machine-vision
自然语言处理 Natural language procesinghttps://github.com/Nativeatom/NaturalLanguageProcessing
https://github.com/murray7/MachineLearning#自然语言处理-natural-language-procesing
生物信息学 Bioinfomaticshttps://github.com/danielecook/Awesome-Bioinformatics
https://github.com/murray7/MachineLearning#生物信息学-bioinfomatics
行为识别 Activity recognitionhttps://github.com/jindongwang/activityrecognition
https://github.com/murray7/MachineLearning#行为识别-activity-recognition
多智能体 Multi-Agenthttp://ddl.escience.cn/f/ILKI
https://github.com/murray7/MachineLearning#多智能体-multi-agent
https://github.com/murray7/MachineLearning#开始学习预备知识-prerequisite
学习知识与路线图https://metacademy.org/
MIT线性代数课堂笔记(中文)https://github.com/zlotus/notes-linear-algebra
概率与统计 The Probability and Statistics Cookbookhttp://statistics.zone/
Learn X in Y minuteshttps://learnxinyminutes.com/docs/python/
Python机器学习互动教程https://www.springboard.com/learning-paths/machine-learning-python/
Mastering Markdownhttps://guides.github.com/features/mastering-markdown/
R Tutorialhttp://www.cyclismo.org/tutorial/R/
http://ddl.escience.cn/f/IDkqhttp://ddl.escience.cn/f/IDkq
TensorFlowhttps://www.tensorflow.org/
Scikit-learnhttp://scikit-learn.org/
PyTorchhttp://pytorch.org/
Kerashttps://keras.io/
MXNethttp://mxnet.io/
相关资源大列表https://github.com/chinakook/Awesome-MXNet
Caffehttp://caffe.berkeleyvision.org/
Caffe2https://caffe2.ai/
Deeplearning4jhttps://deeplearning4j.org/
Neural Network Toolboxhttps://cn.mathworks.com/help/nnet/index.html
Deep Learning Toolboxhttps://cn.mathworks.com/matlabcentral/fileexchange/38310-deep-learning-toolbox
https://github.com/murray7/MachineLearning#文档-notes
综述文章汇总https://github.com/allmachinelearning/MachineLearning/blob/master/notes/survey_readme.md
近200篇机器学习资料汇总！https://zhuanlan.zhihu.com/p/26136757
机器学习入门资料https://github.com/allmachinelearning/MachineLearning/blob/master/notes/MLMaterials.md
MIT.Introduction to Machine Learninghttp://ddl.escience.cn/f/Iwtu
东京大学同学做的人机交互报告https://github.com/allmachinelearning/MachineLearning/blob/master/notes/FieldResearchinChina927-104.pdf
人机交互简介https://github.com/jindongwang/HCI
人机交互与创业论坛https://github.com/allmachinelearning/MachineLearning/blob/master/notes/%E4%BA%BA%E6%9C%BA%E4%BA%A4%E4%BA%92%E4%B8%8E%E5%88%9B%E4%B8%9A%E8%AE%BA%E5%9D%9B.md
职场机器学习入门https://github.com/allmachinelearning/MachineLearning/blob/master/notes/%E8%81%8C%E5%9C%BA-%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%85%A5%E9%97%A8.md
机器学习的发展历程及启示http://mt.sohu.com/20170326/n484898474.shtml
常用的距离和相似度度量https://github.com/allmachinelearning/MachineLearning/blob/master/notes/distance%20and%20similarity.md
https://github.com/murray7/MachineLearning#课程与讲座-course-and-talk
https://github.com/murray7/MachineLearning#机器学习-machine-learning
台湾大学应用深度学习课程https://www.csie.ntu.edu.tw/~yvchen/f106-adl/index.html
神经网络，机器学习，算法，人工智能等 30 门免费课程详细清单http://www.datasciencecentral.com/profiles/blogs/neural-networks-for-machine-learning
斯坦福机器学习入门课程https://www.coursera.org/learn/machine-learning
Neural Networks for Machine Learninghttps://www.coursera.org/learn/neural-networks
Stanford CS 229http://cs229.stanford.edu/materials.html
CMU 10-702 Statistical Machine Learninghttp://www.stat.cmu.edu/~larry/=sml/
CMU 10-715 Advanced Introduction to Machine Learninghttps://www.cs.cmu.edu/~epxing/Class/10715/
机器学习基石https://www.coursera.org/course/ntumlone
林轩田https://www.coursera.org/instructor/htlin
机器学习技法https://www.coursera.org/course/ntumltwo
林轩田https://www.coursera.org/instructor/htlin
Machine Learning for Data Analysishttps://www.coursera.org/learn/machine-learning-data-analysis
德国马普所智能系统研究所2013的机器学习暑期学校视频https://www.youtube.com/playlist?list=PLqJm7Rc5-EXFv6RXaPZzzlzo93Hl0v91E
我们一起开始机器学习吧https://www.zhihu.com/lives/792423196996546560
机器学习入门之特征工程https://www.zhihu.com/lives/819543866939174912
https://github.com/murray7/MachineLearning#深度学习-machine-learning
CS231n系列深度学习课程http://cs231n.stanford.edu/
这里https://zhuanlan.zhihu.com/p/21930884
CS224n: Natural Language Processinghttp://cs224n.stanford.edu
https://github.com/murray7/MachineLearning#强化学习-machine-learning
CS 294 Deep Reinforcement Learning, Fall 2017http://rll.berkeley.edu/deeprlcourse/
UCL Course on RLhttp://www0.cs.ucl.ac.uk/staff/d.silver/web/Teaching.html
CS234: Reinforcement Learninghttp://web.stanford.edu/class/cs234/index.html
https://github.com/murray7/MachineLearning#相关书籍-reference-book
Hands on Machine Learning with Scikit-learn and Tensorflowhttps://my.pcloud.com/publink/show?code=XZ9ev77Zk2l6xcMtfIhHm7mRKAYhISb6sl3k
The Elements of Statistical Learning(英文第二版),The Elements of Statistical Learning.pdfhttp://ddl.escience.cn/ff/emZH
机器学习https://book.douban.com/subject/26708119/
统计学习方法https://book.douban.com/subject/10590856/
一些Kindle读物http://ddl.escience.cn/f/IwWE
数学https://mega.nz/#F!WVAlGL6B!mqIjYoTjiQnO4jBGVLRIWA
Packt每日限免电子书精选http://ddl.escience.cn/f/IS4a
https://github.com/murray7/MachineLearning#其他-miscellaneous
机器学习日报http://forum.ai100.com.cn/
机器之心https://www.jiqizhixin.com/
集智社区https://jizhi.im/index
https://github.com/murray7/MachineLearning#如何加入-how-to-contribute
UPLOADhttps://my.pcloud.com/#page=puplink&code=4e9Z0Vwpmfzvx0y2OqTTTMzkrRUz8q9V
DOWNLOADhttps://my.pcloud.com/publink/show?code=kZWtboZbDDVguCHGV49QkmlLliNPJRMHrFX
https://github.com/murray7/MachineLearning#如何开始项目协同合作
快速了解github协同工作http://hucaihua.cn/2016/12/02/github_cooperation/
及时更新fork项目https://jinlong.github.io/2015/10/12/syncing-a-fork/
贡献者 Contributorshttps://github.com/allmachinelearning/MachineLearning/blob/master/contributors.md
https://github.com/murray7/MachineLearning#贡献者-contributors
allmachinelearning.github.io/MachineLearning/https://allmachinelearning.github.io/MachineLearning/
Readme https://github.com/murray7/MachineLearning#readme-ov-file
Please reload this pagehttps://github.com/murray7/MachineLearning
Activityhttps://github.com/murray7/MachineLearning/activity
0 forkshttps://github.com/murray7/MachineLearning/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fmurray7%2FMachineLearning&report=murray7+%28user%29
Releaseshttps://github.com/murray7/MachineLearning/releases
Packages 0https://github.com/users/murray7/packages?repo_name=MachineLearning
Please reload this pagehttps://github.com/murray7/MachineLearning
Contributorshttps://github.com/murray7/MachineLearning/graphs/contributors
Please reload this pagehttps://github.com/murray7/MachineLearning
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.