{"id":13435143,"url":"https://github.com/czy36mengfei/tensorflow2_tutorials_chinese","last_synced_at":"2025-05-14T12:09:58.578Z","repository":{"id":39545412,"uuid":"174692116","full_name":"czy36mengfei/tensorflow2_tutorials_chinese","owner":"czy36mengfei","description":"tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials","archived":false,"fork":false,"pushed_at":"2020-12-09T04:20:57.000Z","size":90725,"stargazers_count":7824,"open_issues_count":15,"forks_count":2044,"subscribers_count":311,"default_branch":"master","last_synced_at":"2025-04-11T04:58:20.794Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter 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Notebook","readme":"# tensorflow2_tutorials_chinese\n\ntensorflow2中文教程，持续更新（不定期更新）\n\n\n\ntensorflow 2.0 正式版已上线， 后面将持续根据TensorFlow2的相关教程和学习资料。\n\n最新tensorflow教程和相关资源，请关注微信公众号：DoitNLP，\n后面我会在DoitNLP上，持续更新深度学习、NLP、Tensorflow的相关教程和前沿资讯，它将成为我们一起学习tensorflow的大本营。\n\n\n当前tensorflow版本：tensorflow2.0\n\n\n\n\n**最全Tensorflow 2.0 教程持续更新：**\nhttps://zhuanlan.zhihu.com/p/59507137\n\n\n本教程主要由tensorflow2.0官方教程的个人学习复现笔记整理而来，并借鉴了一些keras构造神经网络的方法，中文讲解，方便喜欢阅读中文教程的朋友，tensorflow官方教程：https://www.tensorflow.org\n\n\n[TensorFlow 2.0 教程- Keras 快速入门](https://zhuanlan.zhihu.com/p/58825020)\n\n[TensorFlow 2.0 教程-keras 函数api](https://zhuanlan.zhihu.com/p/58825710)\n\n[TensorFlow 2.0 教程-使用keras训练模型](https://zhuanlan.zhihu.com/p/58826227)\n\n[TensorFlow 2.0 教程-用keras构建自己的网络层](https://zhuanlan.zhihu.com/p/59481536)\n\n[TensorFlow 2.0 教程-keras模型保存和序列化](https://zhuanlan.zhihu.com/p/59481985)\n\n[TensorFlow 2.0 教程-eager模式](https://zhuanlan.zhihu.com/p/59482373)\n\n[TensorFlow 2.0 教程-Variables](https://zhuanlan.zhihu.com/p/59482589)\n\n[TensorFlow 2.0 教程--AutoGraph](https://zhuanlan.zhihu.com/p/59482934)\n\nTensorFlow 2.0 深度学习实践\n\n[TensorFlow2.0 教程-图像分类](https://zhuanlan.zhihu.com/p/59506238)\n\n[TensorFlow2.0 教程-文本分类](https://zhuanlan.zhihu.com/p/59506402)\n\n[TensorFlow2.0 教程-过拟合和欠拟合](https://zhuanlan.zhihu.com/p/59506543)\n\n[TensorFlow2.0教程-结构化数据分类](https://zhuanlan.zhihu.com/p/60232704)\n\n[TensorFlow2.0教程-回归](https://zhuanlan.zhihu.com/p/60238056)\n\n[TensorFlow2.0教程-保持和读取模型](https://zhuanlan.zhihu.com/p/60485936)\n\nTensorFlow 2.0 基础网络结构\n\n[TensorFlow2教程-基础MLP网络](https://zhuanlan.zhihu.com/p/60899040)\n\n[TensorFlow2教程-MLP及深度学习常见技巧](https://zhuanlan.zhihu.com/p/60900318)\n\n[TensorFlow2教程-基础CNN网络](https://zhuanlan.zhihu.com/p/60900649)\n\n[TensorFlow2教程-CNN变体网络](https://zhuanlan.zhihu.com/p/60900902)\n\n[TensorFlow2教程-文本卷积](https://zhuanlan.zhihu.com/p/60901179)\n\n[TensorFlow2教程-LSTM和GRU](https://zhuanlan.zhihu.com/p/60966714)\n\n[TensorFlow2教程-自编码器](https://zhuanlan.zhihu.com/p/61077346)\n\n[TensorFlow2教程-卷积自编码器](https://zhuanlan.zhihu.com/p/61080045)\n\n[TensorFlow2教程-词嵌入](https://zhuanlan.zhihu.com/p/61224215)\n\n[TensorFlow2教程-DCGAN](https://zhuanlan.zhihu.com/p/61280722)\n\n[TensorFlow2教程-使用Estimator构建Boosted trees](https://zhuanlan.zhihu.com/p/61400276)\n\nTensorFlow 2.0 安装\n\n[TensorFlow2教程-Ubuntu安装TensorFlow 2.0](https://zhuanlan.zhihu.com/p/61472293)\n\n[TensorFlow2教程-Windows安装tensorflow2.0](https://zhuanlan.zhihu.com/p/62036280)\n\n\n完整tensorflow2.0教程代码请看[tensorflow2.0：中文教程tensorflow2_tutorials_chinese(欢迎star)](https://github.com/czy36mengfei/tensorflow2_tutorials_chinese)\n\n更多TensorFlow 2.0 入门教程请持续关注专栏：[Tensorflow2教程](https://zhuanlan.zhihu.com/c_1091021863043624960)\n\n深度学习入门书籍和资源推荐：https://zhuanlan.zhihu.com/p/65371424","funding_links":[],"categories":["Jupyter Notebook","框架学习资料汇总","Tutorials \u003ca name=\"GitHub-tutorials\" /\u003e 📕 📘 📗 📓","Tensorflow","Machine Learning Tutorials","Jupyter Notebook (27)","Tutorials 💛💛💛💛💛\u003ca name=\"github-tutorials\" /\u003e"],"sub_categories":["3. 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