{"id":13498134,"url":"https://github.com/sangyx/d2l-torch","last_synced_at":"2025-04-09T18:20:14.073Z","repository":{"id":62566279,"uuid":"187825639","full_name":"sangyx/d2l-torch","owner":"sangyx","description":"《动手学深度学习》 PyTorch 版本","archived":false,"fork":false,"pushed_at":"2020-02-09T14:19:54.000Z","size":202637,"stargazers_count":174,"open_issues_count":0,"forks_count":43,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-04-09T18:20:05.879Z","etag":null,"topics":["chinese","deep-learning","jupyter-notebook","python","pytorch"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/sangyx.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2019-05-21T11:41:36.000Z","updated_at":"2025-03-19T17:14:57.000Z","dependencies_parsed_at":"2022-11-03T16:15:57.115Z","dependency_job_id":null,"html_url":"https://github.com/sangyx/d2l-torch","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/sangyx%2Fd2l-torch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sangyx%2Fd2l-torch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sangyx%2Fd2l-torch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sangyx%2Fd2l-torch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sangyx","download_url":"https://codeload.github.com/sangyx/d2l-torch/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248085324,"owners_count":21045139,"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":["chinese","deep-learning","jupyter-notebook","python","pytorch"],"created_at":"2024-07-31T20:00:51.840Z","updated_at":"2025-04-09T18:20:14.052Z","avatar_url":"https://github.com/sangyx.png","language":"Jupyter Notebook","funding_links":[],"categories":["Books"],"sub_categories":["Machine Learning"],"readme":"# d2l-torch\n\n**首先感谢《动手学深度学习》的原作者及贡献者为我们提供了一本极其优秀的书籍。如果您对框架没有特定偏好或需求，不妨尝试MXNet，一款极其优秀的深度学习框架。  \n 原书地址：\u003chttp://zh.d2l.ai/\u003e，原书视频教程：[B站](https://space.bilibili.com/209599371/channel/detail?cid=23541)，[youtube](https://www.youtube.com/playlist?list=PLLbeS1kM6teJqdFzw1ICHfa4a1y0hg8Ax)**\n\n本书在原书(19年5月20日版本)基础上将所有代码改用 PyTorch 进行实现，并以**注的形式**对部分内容的进行了解释与扩展。因为 PyTorch 与 MXNet 在设计上存在不同，对原书部分内容进行了删改。\n\n**请按照目录[toc.ipynb](https://nbviewer.jupyter.org/github/sangyx/d2l-torch/blob/master/toc.ipynb)中的顺序阅读学习。**\n\n如果你喜欢这本书，请给本项目点个star，并购买原书纸质版支持原作者及贡献者。\n\n项目未来短期内不再更新，如需要计算性能、计算机视觉两章可使用项目[Dive-into-DL-PyTorch](https://github.com/ShusenTang/Dive-into-DL-PyTorch)。如有疑问欢迎使用issue。","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsangyx%2Fd2l-torch","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsangyx%2Fd2l-torch","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsangyx%2Fd2l-torch/lists"}