{"id":21215150,"url":"https://github.com/wangle1218/depp-learning-tensorflow-tutorials","last_synced_at":"2025-04-13T22:08:31.051Z","repository":{"id":130396882,"uuid":"118892386","full_name":"wangle1218/Depp-learning-TensorFlow-tutorials","owner":"wangle1218","description":"整理写过的深度学习文章和TensorFlow相关代码","archived":false,"fork":false,"pushed_at":"2018-01-25T09:35:03.000Z","size":761,"stargazers_count":5,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-13T22:08:29.103Z","etag":null,"topics":["deeplearning","tensorflow"],"latest_commit_sha":null,"homepage":null,"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/wangle1218.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":"2018-01-25T09:33:04.000Z","updated_at":"2023-10-24T07:51:49.000Z","dependencies_parsed_at":"2023-06-26T06:23:30.265Z","dependency_job_id":null,"html_url":"https://github.com/wangle1218/Depp-learning-TensorFlow-tutorials","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/wangle1218%2FDepp-learning-TensorFlow-tutorials","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wangle1218%2FDepp-learning-TensorFlow-tutorials/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wangle1218%2FDepp-learning-TensorFlow-tutorials/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wangle1218%2FDepp-learning-TensorFlow-tutorials/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/wangle1218","download_url":"https://codeload.github.com/wangle1218/Depp-learning-TensorFlow-tutorials/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248788940,"owners_count":21161727,"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":["deeplearning","tensorflow"],"created_at":"2024-11-20T21:34:09.256Z","updated_at":"2025-04-13T22:08:31.016Z","avatar_url":"https://github.com/wangle1218.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Depp learning \u0026 TensorFlow tutorials\n\n本仓库里的代码均为本人学习深度学习算法所写的总结文章，以及使用 TensorFlow 所写的代码。文章发表在我的[知乎专栏](https://zhuanlan.zhihu.com/leemoo)，后期会整理成 Markdown 格式提交到这个仓库。以下是索引：\n\n### 1、使用TensorFlow 实现逻辑回归算法 [ [专栏文章](https://zhuanlan.zhihu.com/p/31075733) ，代码（未上传）]\n\n### 2、梯度下降、反向传播、激活函数三个概念的综合介绍 [ [专栏文章](https://zhuanlan.zhihu.com/p/32714733) ]\n\n### 3、深度学习中的常用正则化技术介绍 [[专栏文章](https://zhuanlan.zhihu.com/p/33058988)]\n\n### 4、深度学习中的优化问题以及常用优化算法介绍 [[专栏文章](https://zhuanlan.zhihu.com/p/33175839)]\n\n### 5、使用TensorFlow 实现全连接神经网络 [[专栏文章](https://zhuanlan.zhihu.com/p/33286042)，[代码]() （链接未添加）]\n\n### 6、卷积神经网络原理及其实现 [[专栏文章]()（未写），[代码]() （链接未添加）]\n\n### 7、图像迁移学习原理及其实现 [[专栏文章]()（未写），[代码]() （未上传）]\n\n### 8、使用卷积神经网络做文本情感分类 [[专栏文章]()（未写），[代码]() （未上传）]\n\n### 9、循环神经网络原理及其实现 [[专栏文章]()（未写），[代码]() （未上传）]\n\n### 10、TensorFlow 实现自然语言处理中的命名实体识别，分词，等 [[专栏文章]()（未写），[代码]() （未上传）]\n\n### ……\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwangle1218%2Fdepp-learning-tensorflow-tutorials","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwangle1218%2Fdepp-learning-tensorflow-tutorials","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwangle1218%2Fdepp-learning-tensorflow-tutorials/lists"}