{"id":13594503,"url":"https://github.com/PaddlePaddle/book","last_synced_at":"2025-04-09T07:33:04.916Z","repository":{"id":38421164,"uuid":"76616099","full_name":"PaddlePaddle/book","owner":"PaddlePaddle","description":"Deep Learning 101 with PaddlePaddle （『飞桨』深度学习框架入门教程）","archived":true,"fork":false,"pushed_at":"2021-11-12T22:03:47.000Z","size":70280,"stargazers_count":2733,"open_issues_count":83,"forks_count":1326,"subscribers_count":281,"default_branch":"develop","last_synced_at":"2024-09-27T02:44:40.291Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"http://www.paddlepaddle.org/documentation/docs/zh/1.2/beginners_guide/quick_start/index.html","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/PaddlePaddle.png","metadata":{"files":{"readme":"README.cn.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":"2016-12-16T03:00:50.000Z","updated_at":"2024-09-22T10:00:44.000Z","dependencies_parsed_at":"2022-07-11T19:24:44.635Z","dependency_job_id":null,"html_url":"https://github.com/PaddlePaddle/book","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PaddlePaddle%2Fbook","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PaddlePaddle%2Fbook/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PaddlePaddle%2Fbook/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PaddlePaddle%2Fbook/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/PaddlePaddle","download_url":"https://codeload.github.com/PaddlePaddle/book/tar.gz/refs/heads/develop","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":223375357,"owners_count":17135355,"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":"2024-08-01T16:01:34.596Z","updated_at":"2025-04-09T07:33:04.898Z","avatar_url":"https://github.com/PaddlePaddle.png","language":"Jupyter Notebook","funding_links":[],"categories":["Jupyter Notebook","Tutorials"],"sub_categories":[],"readme":"# 深度学习入门\n\n[![Build Status](https://travis-ci.org/PaddlePaddle/book.svg?branch=develop)](https://travis-ci.org/PaddlePaddle/book)\n[![Documentation Status](https://img.shields.io/badge/docs-latest-brightgreen.svg?style=flat)](https://github.com/PaddlePaddle/book/blob/develop/README.md)\n[![Documentation Status](https://img.shields.io/badge/中文文档-最新-brightgreen.svg)](https://github.com/PaddlePaddle/book/blob/develop/README.cn.md)\n\n1. [线性回归](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/beginners_guide/basics/fit_a_line/README.cn.html)\n1. [识别数字](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/beginners_guide/basics/recognize_digits/README.cn.html)\n1. [图像分类](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/beginners_guide/basics/image_classification/index.html)\n1. [词向量](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/beginners_guide/basics/word2vec/index.html)\n1. [个性化推荐](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/beginners_guide/basics/recommender_system/index.html)\n1. [情感分析](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/beginners_guide/basics/understand_sentiment/index.html)\n1. [语义角色标注](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/beginners_guide/basics/label_semantic_roles/index.html)\n1. [机器翻译](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/beginners_guide/basics/machine_translation/index.html)\n1. [生成对抗网络](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/beginners_guide/basics/gan/index.html)\n\n更多学习内容请访问PaddlePaddle[视频课堂](http://bit.baidu.com/Course/datalist/column/117.html)。\n\n## 运行这本书\n\n您现在在看的这本书是一本“交互式”电子书 —— 每一章都可以运行在一个Jupyter Notebook里。\n\n我们把Jupyter、PaddlePaddle、以及各种被依赖的软件都打包进一个Docker image了。所以您不需要自己来安装各种软件，只需要安装Docker即可。对于各种Linux发行版，请参考 https://www.docker.com 。如果您使用[Windows](https://www.docker.com/docker-windows)或者[Mac](https://www.docker.com/docker-mac)，可以考虑[给Docker更多内存和CPU资源](http://stackoverflow.com/a/39720010/724872)。\n\n只需要在命令行窗口里运行：\n\n```bash\ndocker run -d -p 8888:8888 paddlepaddle/book\n```\n\n会从DockerHub.com下载和运行本书的Docker image。阅读和在线编辑本书请在浏览器里访问 http://localhost:8888 。\n\n如果您访问DockerHub.com很慢，可以试试我们的另一个镜像hub.baidubce.com：\n\n```bash\ndocker run -d -p 8888:8888 hub.baidubce.com/paddlepaddle/book\n```\n\n### 使用GPU训练\n\n本书默认使用CPU训练，若是要使用GPU训练，使用步骤会稍有变化。为了保证GPU驱动能够在镜像里面正常运行，我们推荐使用[nvidia-docker](https://github.com/NVIDIA/nvidia-docker)来运行镜像。请先安装nvidia-docker，之后请运行：\n\n```bash\nnvidia-docker run -d -p 8888:8888 paddlepaddle/book:latest-gpu\n```\n\n或者使用国内的镜像请运行：\n\n```bash\nnvidia-docker run -d -p 8888:8888 hub.baidubce.com/paddlepaddle/book:latest-gpu\n```\n\n还需要将以下代码\n```python\nuse_cuda = False\n```\n\n改成：\n```python\nuse_cuda = True\n```\n\n\n## 贡献内容\n\n您要是能贡献新的章节那就太好了！请发Pull Requests把您写的章节加入到`/pending`下面的一个子目录里。当这一章稳定下来，我们一起把您的目录挪到根目录。\n\n为了写作、运行、调试，您需要安装Python 2.x和Go \u003e1.5, 并可以用[脚本程序](https://github.com/PaddlePaddle/book/blob/develop/.tools/convert-markdown-into-ipynb-and-test.sh)来生成新的Docker image。\n\n**Note:** We also provide [English Readme](https://github.com/PaddlePaddle/book/blob/develop/README.md) for PaddlePaddle book.\n\n\n\u003ca rel=\"license\" href=\"http://creativecommons.org/licenses/by-sa/4.0/\"\u003e\u003cimg alt=\"知识共享许可协议\" style=\"border-width:0\" src=\"https://i.creativecommons.org/l/by-sa/4.0/88x31.png\" /\u003e\u003c/a\u003e\u003cbr /\u003e\u003cspan xmlns:dct=\"http://purl.org/dc/terms/\" href=\"http://purl.org/dc/dcmitype/Text\" property=\"dct:title\" rel=\"dct:type\"\u003e本教程\u003c/span\u003e 由 \u003ca xmlns:cc=\"http://creativecommons.org/ns#\" href=\"http://www.paddlepaddle.org/\" property=\"cc:attributionName\" rel=\"cc:attributionURL\"\u003ePaddlePaddle\u003c/a\u003e 创作，采用 \u003ca rel=\"license\" href=\"http://creativecommons.org/licenses/by-sa/4.0/\"\u003e知识共享 署名-相同方式共享 4.0 国际 许可协议\u003c/a\u003e进行许可。\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FPaddlePaddle%2Fbook","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FPaddlePaddle%2Fbook","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FPaddlePaddle%2Fbook/lists"}