{"id":26772413,"url":"https://github.com/tensor-yu/PyTorch_Tutorial","last_synced_at":"2025-03-29T01:01:55.907Z","repository":{"id":33795929,"uuid":"160367888","full_name":"TingsongYu/PyTorch_Tutorial","owner":"TingsongYu","description":"《Pytorch模型训练实用教程》中配套代码","archived":false,"fork":false,"pushed_at":"2025-01-04T11:23:32.000Z","size":16164,"stargazers_count":7820,"open_issues_count":34,"forks_count":1760,"subscribers_count":90,"default_branch":"master","last_synced_at":"2025-03-25T21:12:34.448Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","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/TingsongYu.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-12-04T14:12:31.000Z","updated_at":"2025-03-25T15:14:51.000Z","dependencies_parsed_at":"2024-05-06T16:11:44.209Z","dependency_job_id":"ebcf73b6-a92f-4fd5-b7ff-12fba32a0443","html_url":"https://github.com/TingsongYu/PyTorch_Tutorial","commit_stats":null,"previous_names":["tensor-yu/pytorch_tutorial"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TingsongYu%2FPyTorch_Tutorial","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TingsongYu%2FPyTorch_Tutorial/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TingsongYu%2FPyTorch_Tutorial/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TingsongYu%2FPyTorch_Tutorial/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/TingsongYu","download_url":"https://codeload.github.com/TingsongYu/PyTorch_Tutorial/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246122358,"owners_count":20726823,"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":[],"created_at":"2025-03-29T01:01:09.831Z","updated_at":"2025-03-29T01:01:55.893Z","avatar_url":"https://github.com/TingsongYu.png","language":"Python","readme":"# Pytorch模型训练实用教程\n\u003cimg src=\"./Data/cover.png\" alt=\"Image text\" style=\"zoom:33%;\" /\u003e\n\n---\n\n📢：《PyTorch实用教程》（第二版）已开源，欢迎阅读：https://tingsongyu.github.io/PyTorch-Tutorial-2nd/\n\n📢：《PyTorch实用教程》（第二版）已开源，欢迎阅读：https://tingsongyu.github.io/PyTorch-Tutorial-2nd/\n\n📢：《PyTorch实用教程》（第二版）已开源，欢迎阅读：https://tingsongyu.github.io/PyTorch-Tutorial-2nd/\n\n第二版新增丰富的**深度学习应用案例**和**推理部署框架**，包括CV、NLP和LLM的十多个实战项目，以及ONNX和TensorRT的教程。\n\n# 1.简介\n\n本代码为教程——《Pytorch模型训练实用教程》中配套代码；\u003cbr/\u003e\n《Pytorch模型训练实用教程》可通过如下方式获取：\u003cbr/\u003e\n\n1. https://github.com/tensor-yu/PyTorch_Tutorial/tree/master/Data\u003cbr/\u003e\n2. QQ群： 四群：854620826  \u003cbr/\u003e\n\n\n# 2.环境配置\n代码在以下两种环境测试过：\u003cbr/\u003e\n1. win10 64位 + python3.5 + pytorch==0.4.0 \u003cbr/\u003e\n2. mac + python3.6 + pytorch==0.4.1/ pytorch==1.0.0 \u003cbr/\u003e\n\n**第一步 安装各依赖包：**\u003cbr/\u003e\npip install -r requirements.txt\n\n**第二步 手动安装pytorch及torchvision：**\u003cbr/\u003e\n均选择无gpu版本进行安装，进入官网选择相应的指令进行安装\nhttps://pytorch.org/get-started/locally/\n\n\n# 3.问题反馈\n若发现任何问题和改进意见，请您随时联系我。\u003cbr/\u003e\n联系方式：yts3221@126.com\u003cbr/\u003e\n读者qq群：\n\n​\t一群：671103375 (已满)  \u003cbr/\u003e\n\n​\t二群：773031536 (已满）\u003cbr/\u003e\n\n​    三群：514974779 (已满）\u003cbr/\u003e\n\n​    四群：854620826(已满)\n\n​    五群：1021300804\n\n# 4.修改记录\n0.0.5：\n1. 1.6小节勘误，将36\\*36改为40\\*40；\n2. 2.3小节删除注释；\n3. 修改权值初始化杂谈中的理解错误；\n4. 全文代码缩进。\n\n---\n\n如果本教程对你有帮助😀😀，请作者喝杯茶吧🍵🍵🥂🥂\n\nWeChat：\u003cimg src=\"https://img.picgo.net/2024/05/18/wechat2859fc4f155e9302.jpg\" style=\"width:20%;\"/\u003e               Alipay:\u003cimg src=\"https://img.picgo.net/2024/05/18/alipayd96d6d0a325ef7e0.jpg\" style=\"width:20%;\"/\u003e\n\n\n\n\n\n---\n\n\n## Stargazers over time\n\n[![Stargazers over time](https://starchart.cc/TingsongYu/PyTorch_Tutorial.svg)](https://starchart.cc/TingsongYu/PyTorch_Tutorial)\n","funding_links":[],"categories":["deep learning","Pytorch"],"sub_categories":["教程","3. Course and Code"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftensor-yu%2FPyTorch_Tutorial","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftensor-yu%2FPyTorch_Tutorial","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftensor-yu%2FPyTorch_Tutorial/lists"}