{"id":13440016,"url":"https://github.com/mindspore-lab/d2l-mindspore","last_synced_at":"2026-01-17T16:56:24.693Z","repository":{"id":52109941,"uuid":"422250138","full_name":"mindspore-courses/d2l-mindspore","owner":"mindspore-courses","description":"《动手学深度学习》的MindSpore实现。供MindSpore学习者配合李沐老师课程使用。","archived":false,"fork":false,"pushed_at":"2023-09-08T03:07:53.000Z","size":5647,"stargazers_count":115,"open_issues_count":6,"forks_count":27,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-04-15T14:57:24.036Z","etag":null,"topics":["computer-vision","deep-learning","machine-learning","mindspore","natural-language-processing","notebook"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mindspore-courses.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,"governance":null}},"created_at":"2021-10-28T15:06:53.000Z","updated_at":"2025-03-14T08:05:33.000Z","dependencies_parsed_at":"2023-09-08T04:40:46.312Z","dependency_job_id":null,"html_url":"https://github.com/mindspore-courses/d2l-mindspore","commit_stats":null,"previous_names":["mindspore-courses/d2l-mindspore","lvyufeng/d2l-mindspore"],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mindspore-courses%2Fd2l-mindspore","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mindspore-courses%2Fd2l-mindspore/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mindspore-courses%2Fd2l-mindspore/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mindspore-courses%2Fd2l-mindspore/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mindspore-courses","download_url":"https://codeload.github.com/mindspore-courses/d2l-mindspore/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249094938,"owners_count":21211836,"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":["computer-vision","deep-learning","machine-learning","mindspore","natural-language-processing","notebook"],"created_at":"2024-07-31T03:01:19.018Z","updated_at":"2026-01-17T16:56:24.648Z","avatar_url":"https://github.com/mindspore-courses.png","language":"Jupyter Notebook","funding_links":[],"categories":["Jupyter Notebook"],"sub_categories":[],"readme":"# d2l-mindspore\n\nThis is a unofficial implementation of [\"Dive Into Deep Learning\"](https://d2l.ai/) for MindSpore users to get start of deep learning easily. The code is developed as a Jupyter notebook built upon MindSpore 2.0 or above, ensuring compatibility with all hardware platforms, including Ascend, GPU, and CPU.\n\n## How to use\n\n### Download and Run\n\n#### Clone the repository\n\n```bash\ngit clone https://github.com/lvyufeng/d2l-mindspore\n```\n\n#### Install dependency libs\n\n```bash\ncd d2l-mindspore\npip install -r requirements.txt\n```\n\n#### Start jupyter lab to run\n\n```bash\ncd d2l-mindspore\njupyter lab\n# use `jupyter lab --allow-root` if you use root\n```\n\n### Watch the online courses\n\nYou can find the chinese version on Bilibili, [动手学深度学习Pytorch版](https://space.bilibili.com/1567748478/channel/seriesdetail?sid=358497).\nI sincerely hope you use this repository after watching the video.\n\n## Related Resources\n\n- [Book of \"Dive into Deep Learning\" version 2](https://zh-v2.d2l.ai/)\n- [MindSpore Tutorial](https://www.mindspore.cn/tutorials/zh-CN/r1.5/index.html)\n- [MindSpore Programming Guide](https://www.mindspore.cn/docs/programming_guide/zh-CN/r1.5/index.html)\n- [MindSpore NLP tutorial](https://github.com/lvyufeng/mindspore-nlp-tutorial)\n\nIf you need extra resources to learn MindSpore or study Deep Learning with MindSpore, please check the resources list above, or submit a issue to leave your requirements.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmindspore-lab%2Fd2l-mindspore","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmindspore-lab%2Fd2l-mindspore","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmindspore-lab%2Fd2l-mindspore/lists"}