{"id":20673086,"url":"https://github.com/relph1119/deeplearning-with-pytorch-notes","last_synced_at":"2025-08-08T17:42:59.372Z","repository":{"id":37674960,"uuid":"276029346","full_name":"Relph1119/deeplearning-with-pytorch-notes","owner":"Relph1119","description":"龙曲良《PyTorch深度学习》学习笔记及代码","archived":false,"fork":false,"pushed_at":"2022-12-08T11:15:59.000Z","size":56813,"stargazers_count":58,"open_issues_count":5,"forks_count":24,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-29T12:05:21.269Z","etag":null,"topics":["pytorch"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Relph1119.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2020-06-30T07:30:56.000Z","updated_at":"2025-03-27T01:11:04.000Z","dependencies_parsed_at":"2023-01-25T12:16:05.019Z","dependency_job_id":null,"html_url":"https://github.com/Relph1119/deeplearning-with-pytorch-notes","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Relph1119%2Fdeeplearning-with-pytorch-notes","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Relph1119%2Fdeeplearning-with-pytorch-notes/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Relph1119%2Fdeeplearning-with-pytorch-notes/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Relph1119%2Fdeeplearning-with-pytorch-notes/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Relph1119","download_url":"https://codeload.github.com/Relph1119/deeplearning-with-pytorch-notes/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249774048,"owners_count":21323579,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["pytorch"],"created_at":"2024-11-16T20:40:00.405Z","updated_at":"2025-04-19T19:12:31.692Z","avatar_url":"https://github.com/Relph1119.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Pytorch深度学习练习代码\n\u0026emsp;\u0026emsp;龙龙（龙曲良）老师的《Pytorch深度学习》是Pytorch入门教材之一。  \n\u0026emsp;\u0026emsp;本练习代码主要分为14章+3章选学内容。  \n\u0026emsp;\u0026emsp;**申明：** 所有的代码都来源于《Pytorch深度学习》课程，github地址：https://github.com/dragen1860/Deep-Learning-with-PyTorch-Tutorials。\n\n## 使用说明\n1. 本练习代码是搭配龙龙老师的《Pytorch深度学习》课程。\n2. 关于本笔记中的练习代码，添加了课件中的代码示例，可以很方便地执行程序。  \n3. PDF课程讲义目录：res/pdf\n\n## 《Pytorch深度学习》大纲\n![大纲](res/deeplearning-with-pytorch-outline.png) \n  \n- 第1章 深度学习初见\n- 第2章 开发环境安装\n- 第3章 回归问题\n- 第4章 Pytorch基础教程\n- 第5章 Pytorch进阶教程\n- 第6章 随机梯度下降\n- 第7章 神经网络与全连接层\n- 第8章 过拟合\n- 第9章 卷积神经网络CNN\n- 第10章 CIFAR10与ResNet实战\n- 第11章 循环神经网络RNN\u0026LSTM\n- 第12章 迁移学习-实战宝可梦精灵\n- 第13章 自编码器Auto-Encoders\n- 第14章 对抗生成网络GAN\n- 第15章 选看：Ubuntu开发环境安装\n- 第16章 选看：人工智能发展简史\n- 第17章 选看：Numpy实战BP神经网络\n\n## 主要贡献者（按首字母排名）\n[@胡锐锋-天国之影-Relph](https://github.com/Relph1119)\n\n## LICENSE\n[GNU General Public License v3.0](https://github.com/relph1119/deeplearning-with-pytorch-notes/blob/master/LICENSE)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frelph1119%2Fdeeplearning-with-pytorch-notes","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frelph1119%2Fdeeplearning-with-pytorch-notes","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frelph1119%2Fdeeplearning-with-pytorch-notes/lists"}