René's URL Explorer Experiment

Title: GitHub - empathU/Deep-Learning-with-PyTorch-Tutorials: 深度学习与PyTorch入门实战视频教程配套源代码和PPT

Open Graph Title: GitHub - empathU/Deep-Learning-with-PyTorch-Tutorials: 深度学习与PyTorch入门实战视频教程配套源代码和PPT

X Title: GitHub - empathU/Deep-Learning-with-PyTorch-Tutorials: 深度学习与PyTorch入门实战视频教程配套源代码和PPT

Description: 深度学习与PyTorch入门实战视频教程配套源代码和PPT. Contribute to empathU/Deep-Learning-with-PyTorch-Tutorials development by creating an account on GitHub.

Open Graph Description: 深度学习与PyTorch入门实战视频教程配套源代码和PPT. Contribute to empathU/Deep-Learning-with-PyTorch-Tutorials development by creating an account on GitHub.

X Description: 深度学习与PyTorch入门实战视频教程配套源代码和PPT. Contribute to empathU/Deep-Learning-with-PyTorch-Tutorials development by creating an account on GitHub.

Opengraph URL: https://github.com/empathU/Deep-Learning-with-PyTorch-Tutorials

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:d0746ab4-59d4-126d-5cb4-86962fee6ce1
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	ED56:250C0C:3785B61:4A72EB5:697AFA0C
html-safe-nonce	c5938878594e4b222851708c3ae8e342ead1f40985e68e0b1fd431c8e00c2940
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFRDU2OjI1MEMwQzozNzg1QjYxOjRBNzJFQjU6Njk3QUZBMEMiLCJ2aXNpdG9yX2lkIjoiMjA2NTU2OTQ0NTA4OTgzNTUzMiIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	aebb457c9a8613fef092defb9c1f402a0c939195aa17777e0ea8871103128b68
hovercard-subject-tag	repository:246355069
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/empathU/Deep-Learning-with-PyTorch-Tutorials
twitter:image	https://opengraph.githubassets.com/55e3e485717f3013a9a8cf3bd685d00a7c3940f4bd02e4c1d28df9f6c23f2d24/empathU/Deep-Learning-with-PyTorch-Tutorials
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/55e3e485717f3013a9a8cf3bd685d00a7c3940f4bd02e4c1d28df9f6c23f2d24/empathU/Deep-Learning-with-PyTorch-Tutorials
og:image:alt	深度学习与PyTorch入门实战视频教程配套源代码和PPT. Contribute to empathU/Deep-Learning-with-PyTorch-Tutorials development by creating an account on GitHub.
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	7ce8ed0a54c4730aeca4e6abacfc6490365fc42e25480b86883054df3f9181c8
turbo-cache-control	no-preview
go-import	github.com/empathU/Deep-Learning-with-PyTorch-Tutorials git https://github.com/empathU/Deep-Learning-with-PyTorch-Tutorials.git
octolytics-dimension-user_id	61313550
octolytics-dimension-user_login	empathU
octolytics-dimension-repository_id	246355069
octolytics-dimension-repository_nwo	empathU/Deep-Learning-with-PyTorch-Tutorials
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	159110178
octolytics-dimension-repository_parent_nwo	dragen1860/Deep-Learning-with-PyTorch-Tutorials
octolytics-dimension-repository_network_root_id	159110178
octolytics-dimension-repository_network_root_nwo	dragen1860/Deep-Learning-with-PyTorch-Tutorials
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	d7bfc78137af9a4828305e52ab993fce981d7085
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials#start-of-content
	https://patch-diff.githubusercontent.com/
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FempathU%2FDeep-Learning-with-PyTorch-Tutorials
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FempathU%2FDeep-Learning-with-PyTorch-Tutorials
Sign up	https://patch-diff.githubusercontent.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=empathU%2FDeep-Learning-with-PyTorch-Tutorials
Reload	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials
Reload	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials
Reload	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials
empathU	https://patch-diff.githubusercontent.com/empathU
Deep-Learning-with-PyTorch-Tutorials	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials
dragen1860/Deep-Learning-with-PyTorch-Tutorials	https://patch-diff.githubusercontent.com/dragen1860/Deep-Learning-with-PyTorch-Tutorials
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2FempathU%2FDeep-Learning-with-PyTorch-Tutorials
Fork 0	https://patch-diff.githubusercontent.com/login?return_to=%2FempathU%2FDeep-Learning-with-PyTorch-Tutorials
Star 0	https://patch-diff.githubusercontent.com/login?return_to=%2FempathU%2FDeep-Learning-with-PyTorch-Tutorials
study.163.com/course/introduction/1208894818.htm	https://study.163.com/course/introduction/1208894818.htm
0 stars	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/stargazers
1.3k forks	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/forks
Branches	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/branches
Tags	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tags
Activity	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/activity
Star	https://patch-diff.githubusercontent.com/login?return_to=%2FempathU%2FDeep-Learning-with-PyTorch-Tutorials
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2FempathU%2FDeep-Learning-with-PyTorch-Tutorials
Code	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials
Pull requests 0	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/pulls
Actions	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/actions
Projects 0	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/projects
Security 0	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/security
Insights	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/pulse
Code	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials
Pull requests	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/pulls
Actions	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/actions
Projects	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/projects
Security	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/security
Insights	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/pulse
Branches	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/branches
Tags	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tags
	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/branches
	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tags
68 Commits	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/commits/master/
	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/commits/master/
lesson01-PyTorch初见	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson01-PyTorch%E5%88%9D%E8%A7%81
lesson01-PyTorch初见	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson01-PyTorch%E5%88%9D%E8%A7%81
lesson02-开发环境安装	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson02-%E5%BC%80%E5%8F%91%E7%8E%AF%E5%A2%83%E5%AE%89%E8%A3%85
lesson02-开发环境安装	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson02-%E5%BC%80%E5%8F%91%E7%8E%AF%E5%A2%83%E5%AE%89%E8%A3%85
lesson03-简单回归案例	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson03-%E7%AE%80%E5%8D%95%E5%9B%9E%E5%BD%92%E6%A1%88%E4%BE%8B
lesson03-简单回归案例	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson03-%E7%AE%80%E5%8D%95%E5%9B%9E%E5%BD%92%E6%A1%88%E4%BE%8B
lesson04-简单回归案例实战	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson04-%E7%AE%80%E5%8D%95%E5%9B%9E%E5%BD%92%E6%A1%88%E4%BE%8B%E5%AE%9E%E6%88%98
lesson04-简单回归案例实战	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson04-%E7%AE%80%E5%8D%95%E5%9B%9E%E5%BD%92%E6%A1%88%E4%BE%8B%E5%AE%9E%E6%88%98
lesson05-手写数字问题	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson05-%E6%89%8B%E5%86%99%E6%95%B0%E5%AD%97%E9%97%AE%E9%A2%98
lesson05-手写数字问题	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson05-%E6%89%8B%E5%86%99%E6%95%B0%E5%AD%97%E9%97%AE%E9%A2%98
lesson06-基本数据类型	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson06-%E5%9F%BA%E6%9C%AC%E6%95%B0%E6%8D%AE%E7%B1%BB%E5%9E%8B
lesson06-基本数据类型	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson06-%E5%9F%BA%E6%9C%AC%E6%95%B0%E6%8D%AE%E7%B1%BB%E5%9E%8B
lesson07-创建Tensor	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson07-%E5%88%9B%E5%BB%BATensor
lesson07-创建Tensor	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson07-%E5%88%9B%E5%BB%BATensor
lesson08-索引与切片	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson08-%E7%B4%A2%E5%BC%95%E4%B8%8E%E5%88%87%E7%89%87
lesson08-索引与切片	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson08-%E7%B4%A2%E5%BC%95%E4%B8%8E%E5%88%87%E7%89%87
lesson09-维度变换	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson09-%E7%BB%B4%E5%BA%A6%E5%8F%98%E6%8D%A2
lesson09-维度变换	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson09-%E7%BB%B4%E5%BA%A6%E5%8F%98%E6%8D%A2
lesson10-Broadcasting	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson10-Broadcasting
lesson10-Broadcasting	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson10-Broadcasting
lesson11-合并与分割	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson11-%E5%90%88%E5%B9%B6%E4%B8%8E%E5%88%86%E5%89%B2
lesson11-合并与分割	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson11-%E5%90%88%E5%B9%B6%E4%B8%8E%E5%88%86%E5%89%B2
lesson12-数学运算	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson12-%E6%95%B0%E5%AD%A6%E8%BF%90%E7%AE%97
lesson12-数学运算	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson12-%E6%95%B0%E5%AD%A6%E8%BF%90%E7%AE%97
lesson13-Tensor统计	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson13-Tensor%E7%BB%9F%E8%AE%A1
lesson13-Tensor统计	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson13-Tensor%E7%BB%9F%E8%AE%A1
lesson14-Tensor高阶	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson14-Tensor%E9%AB%98%E9%98%B6
lesson14-Tensor高阶	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson14-Tensor%E9%AB%98%E9%98%B6
lesson16-什么是梯度	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson16-%E4%BB%80%E4%B9%88%E6%98%AF%E6%A2%AF%E5%BA%A6
lesson16-什么是梯度	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson16-%E4%BB%80%E4%B9%88%E6%98%AF%E6%A2%AF%E5%BA%A6
lesson17-常见函数的梯度	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson17-%E5%B8%B8%E8%A7%81%E5%87%BD%E6%95%B0%E7%9A%84%E6%A2%AF%E5%BA%A6
lesson17-常见函数的梯度	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson17-%E5%B8%B8%E8%A7%81%E5%87%BD%E6%95%B0%E7%9A%84%E6%A2%AF%E5%BA%A6
lesson18-激活函数与Loss的梯度	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson18-%E6%BF%80%E6%B4%BB%E5%87%BD%E6%95%B0%E4%B8%8ELoss%E7%9A%84%E6%A2%AF%E5%BA%A6
lesson18-激活函数与Loss的梯度	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson18-%E6%BF%80%E6%B4%BB%E5%87%BD%E6%95%B0%E4%B8%8ELoss%E7%9A%84%E6%A2%AF%E5%BA%A6
lesson19-感知机的梯度推导	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson19-%E6%84%9F%E7%9F%A5%E6%9C%BA%E7%9A%84%E6%A2%AF%E5%BA%A6%E6%8E%A8%E5%AF%BC
lesson19-感知机的梯度推导	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson19-%E6%84%9F%E7%9F%A5%E6%9C%BA%E7%9A%84%E6%A2%AF%E5%BA%A6%E6%8E%A8%E5%AF%BC
lesson20-链式法则	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson20-%E9%93%BE%E5%BC%8F%E6%B3%95%E5%88%99
lesson20-链式法则	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson20-%E9%93%BE%E5%BC%8F%E6%B3%95%E5%88%99
lesson21-MLP反向传播推导	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson21-MLP%E5%8F%8D%E5%90%91%E4%BC%A0%E6%92%AD%E6%8E%A8%E5%AF%BC
lesson21-MLP反向传播推导	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson21-MLP%E5%8F%8D%E5%90%91%E4%BC%A0%E6%92%AD%E6%8E%A8%E5%AF%BC
lesson22-优化小实例	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson22-%E4%BC%98%E5%8C%96%E5%B0%8F%E5%AE%9E%E4%BE%8B
lesson22-优化小实例	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson22-%E4%BC%98%E5%8C%96%E5%B0%8F%E5%AE%9E%E4%BE%8B
lesson24-Logistic Regression	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson24-Logistic%20Regression
lesson24-Logistic Regression	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson24-Logistic%20Regression
lesson25-交叉熵	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson25-%E4%BA%A4%E5%8F%89%E7%86%B5
lesson25-交叉熵	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson25-%E4%BA%A4%E5%8F%89%E7%86%B5
lesson26-LR多分类实战	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson26-LR%E5%A4%9A%E5%88%86%E7%B1%BB%E5%AE%9E%E6%88%98
lesson26-LR多分类实战	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson26-LR%E5%A4%9A%E5%88%86%E7%B1%BB%E5%AE%9E%E6%88%98
lesson27-MLP网络层	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson27-MLP%E7%BD%91%E7%BB%9C%E5%B1%82
lesson27-MLP网络层	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson27-MLP%E7%BD%91%E7%BB%9C%E5%B1%82
lesson28-激活函数与GPU加速	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson28-%E6%BF%80%E6%B4%BB%E5%87%BD%E6%95%B0%E4%B8%8EGPU%E5%8A%A0%E9%80%9F
lesson28-激活函数与GPU加速	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson28-%E6%BF%80%E6%B4%BB%E5%87%BD%E6%95%B0%E4%B8%8EGPU%E5%8A%A0%E9%80%9F
lesson29-MNIST测试	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson29-MNIST%E6%B5%8B%E8%AF%95
lesson29-MNIST测试	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson29-MNIST%E6%B5%8B%E8%AF%95
lesson30-Visdom可视化	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson30-Visdom%E5%8F%AF%E8%A7%86%E5%8C%96
lesson30-Visdom可视化	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson30-Visdom%E5%8F%AF%E8%A7%86%E5%8C%96
lesson31-过拟合与欠拟合	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson31-%E8%BF%87%E6%8B%9F%E5%90%88%E4%B8%8E%E6%AC%A0%E6%8B%9F%E5%90%88
lesson31-过拟合与欠拟合	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson31-%E8%BF%87%E6%8B%9F%E5%90%88%E4%B8%8E%E6%AC%A0%E6%8B%9F%E5%90%88
lesson32-Train-Val-Test-交叉验证	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson32-Train-Val-Test-%E4%BA%A4%E5%8F%89%E9%AA%8C%E8%AF%81
lesson32-Train-Val-Test-交叉验证	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson32-Train-Val-Test-%E4%BA%A4%E5%8F%89%E9%AA%8C%E8%AF%81
lesson33-regularization	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson33-regularization
lesson33-regularization	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson33-regularization
lesson34-动量与lr衰减	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson34-%E5%8A%A8%E9%87%8F%E4%B8%8Elr%E8%A1%B0%E5%87%8F
lesson34-动量与lr衰减	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson34-%E5%8A%A8%E9%87%8F%E4%B8%8Elr%E8%A1%B0%E5%87%8F
lesson35-Early-stopping-Dropout	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson35-Early-stopping-Dropout
lesson35-Early-stopping-Dropout	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson35-Early-stopping-Dropout
lesson37-什么是卷积	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson37-%E4%BB%80%E4%B9%88%E6%98%AF%E5%8D%B7%E7%A7%AF
lesson37-什么是卷积	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson37-%E4%BB%80%E4%B9%88%E6%98%AF%E5%8D%B7%E7%A7%AF
lesson38-卷积神经网络	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson38-%E5%8D%B7%E7%A7%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C
lesson38-卷积神经网络	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson38-%E5%8D%B7%E7%A7%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C
lesson39-Pooling-Sampling	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson39-Pooling-Sampling
lesson39-Pooling-Sampling	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson39-Pooling-Sampling
lesson40-BatchNorm	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson40-BatchNorm
lesson40-BatchNorm	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson40-BatchNorm
lesson41-经典卷积网络	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson41-%E7%BB%8F%E5%85%B8%E5%8D%B7%E7%A7%AF%E7%BD%91%E7%BB%9C
lesson41-经典卷积网络	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson41-%E7%BB%8F%E5%85%B8%E5%8D%B7%E7%A7%AF%E7%BD%91%E7%BB%9C
lesson42-ResNet	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson42-ResNet
lesson42-ResNet	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson42-ResNet
lesson43-nn.Module	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson43-nn.Module
lesson43-nn.Module	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson43-nn.Module
lesson44-数据增强	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson44-%E6%95%B0%E6%8D%AE%E5%A2%9E%E5%BC%BA
lesson44-数据增强	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson44-%E6%95%B0%E6%8D%AE%E5%A2%9E%E5%BC%BA
lesson45-Cifar10与ResNet18实战	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson45-Cifar10%E4%B8%8EResNet18%E5%AE%9E%E6%88%98
lesson45-Cifar10与ResNet18实战	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson45-Cifar10%E4%B8%8EResNet18%E5%AE%9E%E6%88%98
lesson46-时间序列表示	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson46-%E6%97%B6%E9%97%B4%E5%BA%8F%E5%88%97%E8%A1%A8%E7%A4%BA
lesson46-时间序列表示	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson46-%E6%97%B6%E9%97%B4%E5%BA%8F%E5%88%97%E8%A1%A8%E7%A4%BA
lesson47-RNN原理	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson47-RNN%E5%8E%9F%E7%90%86
lesson47-RNN原理	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson47-RNN%E5%8E%9F%E7%90%86
lesson48-RNN-Layer使用	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson48-RNN-Layer%E4%BD%BF%E7%94%A8
lesson48-RNN-Layer使用	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson48-RNN-Layer%E4%BD%BF%E7%94%A8
lesson49-时间序列预测	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson49-%E6%97%B6%E9%97%B4%E5%BA%8F%E5%88%97%E9%A2%84%E6%B5%8B
lesson49-时间序列预测	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson49-%E6%97%B6%E9%97%B4%E5%BA%8F%E5%88%97%E9%A2%84%E6%B5%8B
lesson50-RNN训练难题	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson50-RNN%E8%AE%AD%E7%BB%83%E9%9A%BE%E9%A2%98
lesson50-RNN训练难题	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson50-RNN%E8%AE%AD%E7%BB%83%E9%9A%BE%E9%A2%98
lesson51-LSTM原理	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson51-LSTM%E5%8E%9F%E7%90%86
lesson51-LSTM原理	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson51-LSTM%E5%8E%9F%E7%90%86
lesson52-LSTM-Layer使用	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson52-LSTM-Layer%E4%BD%BF%E7%94%A8
lesson52-LSTM-Layer使用	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson52-LSTM-Layer%E4%BD%BF%E7%94%A8
lesson53-情感分类实战	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson53-%E6%83%85%E6%84%9F%E5%88%86%E7%B1%BB%E5%AE%9E%E6%88%98
lesson53-情感分类实战	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson53-%E6%83%85%E6%84%9F%E5%88%86%E7%B1%BB%E5%AE%9E%E6%88%98
lesson54-AutoEncoder自编码器	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson54-AutoEncoder%E8%87%AA%E7%BC%96%E7%A0%81%E5%99%A8
lesson54-AutoEncoder自编码器	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson54-AutoEncoder%E8%87%AA%E7%BC%96%E7%A0%81%E5%99%A8
lesson55-VAE实战	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson55-VAE%E5%AE%9E%E6%88%98
lesson55-VAE实战	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson55-VAE%E5%AE%9E%E6%88%98
lesson56-GAN原理	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson56-GAN%E5%8E%9F%E7%90%86
lesson56-GAN原理	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson56-GAN%E5%8E%9F%E7%90%86
lesson57-WGAN实战	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson57-WGAN%E5%AE%9E%E6%88%98
lesson57-WGAN实战	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson57-WGAN%E5%AE%9E%E6%88%98
lesson58-图卷积网络GCN	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson58-%E5%9B%BE%E5%8D%B7%E7%A7%AF%E7%BD%91%E7%BB%9CGCN
lesson58-图卷积网络GCN	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson58-%E5%9B%BE%E5%8D%B7%E7%A7%AF%E7%BD%91%E7%BB%9CGCN
lesson63-迁移学习-自定义数据集实战	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson63-%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0-%E8%87%AA%E5%AE%9A%E4%B9%89%E6%95%B0%E6%8D%AE%E9%9B%86%E5%AE%9E%E6%88%98
lesson63-迁移学习-自定义数据集实战	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson63-%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0-%E8%87%AA%E5%AE%9A%E4%B9%89%E6%95%B0%E6%8D%AE%E9%9B%86%E5%AE%9E%E6%88%98
lesson选看-人工智能发展史	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson%E9%80%89%E7%9C%8B-%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E5%8F%91%E5%B1%95%E5%8F%B2
lesson选看-人工智能发展史	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson%E9%80%89%E7%9C%8B-%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E5%8F%91%E5%B1%95%E5%8F%B2
res	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/res
res	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/res
课程介绍	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/%E8%AF%BE%E7%A8%8B%E4%BB%8B%E7%BB%8D
课程介绍	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/tree/master/%E8%AF%BE%E7%A8%8B%E4%BB%8B%E7%BB%8D
.gitignore	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/blob/master/.gitignore
.gitignore	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/blob/master/.gitignore
README.md	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/blob/master/README.md
README.md	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/blob/master/README.md
README	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials
	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials#pytorch安装指令
	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials#课程链接
https://study.163.com/course/courseMain.htm?share=2&shareId=480000001847407&courseId=1208894818&_trace_c_p_k2_=61a9e0a511f7409b92a08d4f4c964330	https://study.163.com/course/courseMain.htm?share=2&shareId=480000001847407&courseId=1208894818&_trace_c_p_k2_=61a9e0a511f7409b92a08d4f4c964330
	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/blob/master/res/版权声明.png
	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/blob/master/res/outline.png
study.163.com/course/introduction/1208894818.htm	https://study.163.com/course/introduction/1208894818.htm
Readme	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials#readme-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials
Activity	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/activity
0 stars	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/stargazers
0 watching	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/watchers
0 forks	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FempathU%2FDeep-Learning-with-PyTorch-Tutorials&report=empathU+%28user%29
Releases	https://patch-diff.githubusercontent.com/empathU/Deep-Learning-with-PyTorch-Tutorials/releases
Packages 0	https://patch-diff.githubusercontent.com/users/empathU/packages?repo_name=Deep-Learning-with-PyTorch-Tutorials
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.