{"id":20615948,"url":"https://github.com/supercoderhawk/deeplearning_tutorials","last_synced_at":"2025-03-06T19:17:47.736Z","repository":{"id":95132286,"uuid":"101650946","full_name":"supercoderhawk/DeepLearning_Tutorials","owner":"supercoderhawk","description":"深度学习入门与进阶-代码与笔记","archived":false,"fork":false,"pushed_at":"2017-12-24T09:45:47.000Z","size":25,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-17T04:28:38.016Z","etag":null,"topics":["deep-learning","deep-learning-tutorial","tensorflow"],"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/supercoderhawk.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":"2017-08-28T14:21:57.000Z","updated_at":"2018-03-13T06:08:06.000Z","dependencies_parsed_at":"2023-05-26T21:15:15.448Z","dependency_job_id":null,"html_url":"https://github.com/supercoderhawk/DeepLearning_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/supercoderhawk%2FDeepLearning_Tutorials","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/supercoderhawk%2FDeepLearning_Tutorials/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/supercoderhawk%2FDeepLearning_Tutorials/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/supercoderhawk%2FDeepLearning_Tutorials/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/supercoderhawk","download_url":"https://codeload.github.com/supercoderhawk/DeepLearning_Tutorials/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":242269332,"owners_count":20100076,"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":["deep-learning","deep-learning-tutorial","tensorflow"],"created_at":"2024-11-16T11:16:44.918Z","updated_at":"2025-03-06T19:17:47.731Z","avatar_url":"https://github.com/supercoderhawk.png","language":"Python","readme":"# 深度学习练习库\n\n本项目是学习深度学习时写的一些程序和笔记。代码均有详细的注释。\n\n## 目录\n\n### mini_nn\n\n不依赖任何第三方库实现的最简单的多层感知机神经网络。\n\n说明：[mini_nn.ipynb（例子和说明）](https://github.com/supercoderhawk/DeepLearning_Tutorials/blob/master/mini_nn/mini_nn.ipynb)\n\n### mini_nn_numpy\n\n仅依赖`numpy`实现的简单多层感知机，功能和`mini_nn`完全相同，但代码比`mini_nn`简单很多。\n\n### tensorflow\n\n`tensorflow`例子\n\n### utils\n\n一些常用函数的封装\n\n其中\n\n#### check.py\n\n* `check_dimension`：检查列表维度\n* `check_dimension_size`：检查列表维度是否为给定的维度\n* `is_matrix_list`：判断列表是否为类矩阵列表\n\n#### list_utils.py\n\n主要是实现列表的一些矩阵操作\n\n* `list_flatten`：展平列表\n* `list_reshape`：转换列表的维度\n* `list_size`：获得列表维度\n* `list_add`：列表相加\n\n### tests\n\n单元测试","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsupercoderhawk%2Fdeeplearning_tutorials","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsupercoderhawk%2Fdeeplearning_tutorials","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsupercoderhawk%2Fdeeplearning_tutorials/lists"}