{"id":17182251,"url":"https://github.com/geektutu/tensorflow2-docs-zh","last_synced_at":"2025-04-03T02:11:19.064Z","repository":{"id":47729741,"uuid":"195858611","full_name":"geektutu/tensorflow2-docs-zh","owner":"geektutu","description":"TF2.0 / TensorFlow 2.0 / TensorFlow2.0 官方文档中文版","archived":false,"fork":false,"pushed_at":"2021-01-07T17:31:45.000Z","size":895,"stargazers_count":227,"open_issues_count":0,"forks_count":101,"subscribers_count":15,"default_branch":"master","last_synced_at":"2025-03-24T08:23:27.740Z","etag":null,"topics":["document","rnn","tensorflow2","tf2"],"latest_commit_sha":null,"homepage":"https://geektutu.com/post/tf2doc.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/geektutu.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}},"created_at":"2019-07-08T17:37:05.000Z","updated_at":"2024-09-29T13:52:50.000Z","dependencies_parsed_at":"2022-09-23T18:02:29.981Z","dependency_job_id":null,"html_url":"https://github.com/geektutu/tensorflow2-docs-zh","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/geektutu%2Ftensorflow2-docs-zh","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geektutu%2Ftensorflow2-docs-zh/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geektutu%2Ftensorflow2-docs-zh/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geektutu%2Ftensorflow2-docs-zh/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/geektutu","download_url":"https://codeload.github.com/geektutu/tensorflow2-docs-zh/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246922247,"owners_count":20855345,"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":["document","rnn","tensorflow2","tf2"],"created_at":"2024-10-15T00:36:27.877Z","updated_at":"2025-04-03T02:11:19.045Z","avatar_url":"https://github.com/geektutu.png","language":"Jupyter Notebook","readme":"# TensorFlow 2 / 2.0 官方文档中文版\n\n![TensorFlow 2.0](tf2doc/tf.jpg)\n\n## 相关链接\n\n- [一篇文章入门 Python](https://geektutu.com/post/quick-python.html)\n- [机器学习笔试面试题](https://geektutu.com/post/qa-ml.html)，[Github](https://github.com/geektutu/interview-questions)\n- [TensorFlow 2.0 中文文档](https://geektutu.com/post/tf2doc.html)，[Github](https://github.com/geektutu/tensorflow2-docs-zh)\n- [TensorFlow 2.0 图像识别\u0026强化学习实战](https://geektutu.com/post/tensorflow2-mnist-cnn.html)，[Github](https://github.com/geektutu/tensorflow-tutorial-samples)\n## 目录(持续更新)\n\n### 基础 - 机器学习基础 ML basics\n\n1. [图像分类 Classify images](https://geektutu.com/post/tf2doc-ml-basic-image.html)\n2. [文本分类 Classify text](https://geektutu.com/post/tf2doc-ml-basic-text.html)\n3. [结构化数据分类 Classify structured data](https://geektutu.com/post/tf2doc-ml-basic-structured-data.html)\n4. [回归 Regression](https://geektutu.com/post/tf2doc-ml-basic-regression.html)\n5. [过拟合与欠拟合 Overfitting and underfitting](https://geektutu.com/post/tf2doc-ml-basic-overfit.html)\n6. [保存和恢复模型 Save and restore models](https://geektutu.com/post/tf2doc-ml-basic-save-model.html)\n\n### 基础 - 图像分类\n\n1. [卷积神经网络 Convolutional Neural Networks](https://geektutu.com/post/tf2doc-cnn-cifar10.html)\n2. [使用TFHub进行迁移学习 TensorFlow Hub with Keras](https://geektutu.com/post/tf2doc-tfhub-image-tl.html)\n3. 使用预训练CNN进行迁移学习 Transfer Learning Using Pretrained ConvNets\n\n### 基础 - 文本分类\n\n1. [使用RNN对文本分类进行分类 Text classification with an RNN](https://geektutu.com/post/tf2doc-rnn-lstm-text.html)\n\n### 进阶 - 自定义\n\n1. 张量和操作 Tensors and operations\n2. 自定义层 Custom layers\n3. 自动微分 Automatic differentiation\n4. 自定义训练：攻略 Custom training：walkthrough\n5. 动态图机制 TF function and AutoGraph","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgeektutu%2Ftensorflow2-docs-zh","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgeektutu%2Ftensorflow2-docs-zh","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgeektutu%2Ftensorflow2-docs-zh/lists"}