最全 TensorFlow 教程（持续更新）

╰+攻爆jí腚メ 2024-04-18 10:14 65阅读 0赞

# 最全 TensorFlow2.0 教程-持续更新 #

最新tensorflow2教程和相关资源，请关注微信公众号：DoitNLP， 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tensorflow2的大本营

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][https_www.tensorflow.org]

**Tensorflow2.0 教程持续更新：**

[TensorFlow 2.0 教程- Keras 快速入门][TensorFlow 2.0 _- Keras]  
[TensorFlow 2.0 教程-keras 函数api][TensorFlow 2.0 _-keras _api]  
[TensorFlow 2.0 教程-使用keras训练模型][TensorFlow 2.0 _-_keras]  
[TensorFlow 2.0 教程-用keras构建自己的网络层][TensorFlow 2.0 _-_keras 1]  
[TensorFlow 2.0 教程-keras模型保存和序列化][TensorFlow 2.0 _-keras]  
[TensorFlow 2.0 教程-eager模式][TensorFlow 2.0 _-eager]  
[TensorFlow 2.0 教程-Variables][TensorFlow 2.0 _-Variables]  
[TensorFlow 2.0 教程–AutoGraph][TensorFlow 2.0 _AutoGraph]

TensorFlow 2.0 深度学习实践

[TensorFlow2.0 教程-图像分类][TensorFlow2.0 _-]  
[TensorFlow2.0 教程-文本分类][TensorFlow2.0 _- 1]  
[TensorFlow2.0 教程-过拟合和欠拟合][TensorFlow2.0 _- 2]  
[TensorFlow2.0教程-结构化数据分类][TensorFlow2.0_-]  
[TensorFlow2.0教程-回归][TensorFlow2.0_- 1]  
[TensorFlow2.0教程-保持和读取模型][TensorFlow2.0_- 2]

TensorFlow 2.0 基础网络结构

[TensorFlow2教程-基础MLP网络][TensorFlow2_-_MLP]  
[TensorFlow2教程-mlp及深度学习常见技巧合][TensorFlow2_-mlp]  
[TensorFlow2教程-基础CNN网络][TensorFlow2_-_CNN]  
[TensorFlow2教程-CNN变体网络][TensorFlow2_-CNN]  
[TensorFlow2教程-文本卷积][TensorFlow2_-]  
[TensorFlow2教程-使用预训练CNN模型][TensorFlow2_-_CNN 1]  
[TensorFlow2教程-LSTM和GRU][TensorFlow2_-LSTM_GRU]  
[TensorFlow2教程-自编码器][TensorFlow2_- 1]  
[TensorFlow2教程-卷积自编码器][TensorFlow2_- 2]  
[TensorFlow2教程-词嵌入][TensorFlow2_- 3]  
[TensorFlow2教程-DCGAN][TensorFlow2_-DCGAN]  
[TensorFlow2教程-使用Estimator构建Boosted trees][TensorFlow2_-_Estimator_Boosted trees]  
[TensorFlow2教程-RNN文本分类][TensorFlow2_-RNN]  
[TensorFlow2教程-Transformer][TensorFlow2_-Transformer]

**TensorFlow 2.0 eager模式**

[TensorFlow2.0教程-张量极其操作][TensorFlow2.0_- 3]  
[TensorFlow2.0教程-自定义层][TensorFlow2.0_- 4]  
[TensorFlow2.0教程-自动求导][TensorFlow2.0_- 5]  
[TensorFlow2.0教程-使用低级api训练(非tf.keras)][TensorFlow2.0_-_api_tf.keras]  
[TensorFlow2.0教程-自定义训练实战(非tf.keras)][TensorFlow2.0_-_tf.keras]  
[TensorFlow2教程-TF fuction和AutoGraph][TensorFlow2_-TF fuction_AutoGraph]

**TensorFlow 2.0 安装**

[TensorFlow2 教程-Ubuntu安装TensorFlow 2.0][TensorFlow2 _-Ubuntu_TensorFlow 2.0]  
[TensorFlow2教程-Windows安装tensorflow2.0][TensorFlow2_-Windows_tensorflow2.0]

代码实现：

完整tensorflow2.0教程代码请看[tensorflow2.0：中文教程tensorflow2\_tutorials\_chinese(欢迎star)][tensorflow2.0_tensorflow2_tutorials_chinese_star]

关键词：TensorFlow 2.0 入门 教程 代码 实践

[https_www.tensorflow.org]: https://www.tensorflow.org
[TensorFlow 2.0 _- Keras]: https://blog.csdn.net/qq_31456593/article/details/88377117
[TensorFlow 2.0 _-keras _api]: https://blog.csdn.net/qq_31456593/article/details/88377194
[TensorFlow 2.0 _-_keras]: https://blog.csdn.net/qq_31456593/article/details/88377208
[TensorFlow 2.0 _-_keras 1]: https://blog.csdn.net/qq_31456593/article/details/88605387
[TensorFlow 2.0 _-keras]: https://blog.csdn.net/qq_31456593/article/details/88605422
[TensorFlow 2.0 _-eager]: https://blog.csdn.net/qq_31456593/article/details/88605510
[TensorFlow 2.0 _-Variables]: https://blog.csdn.net/qq_31456593/article/details/88605548
[TensorFlow 2.0 _AutoGraph]: https://blog.csdn.net/qq_31456593/article/details/88605625
[TensorFlow2.0 _-]: https://blog.csdn.net/qq_31456593/article/details/88605746
[TensorFlow2.0 _- 1]: https://blog.csdn.net/qq_31456593/article/details/88412064
[TensorFlow2.0 _- 2]: https://blog.csdn.net/qq_31456593/article/details/88605896
[TensorFlow2.0_-]: https://blog.csdn.net/qq_31456593/article/details/88777343
[TensorFlow2.0_- 1]: https://blog.csdn.net/qq_31456593/article/details/88778647
[TensorFlow2.0_- 2]: https://blog.csdn.net/qq_31456593/article/details/88829202
[TensorFlow2_-_MLP]: https://blog.csdn.net/qq_31456593/article/details/88915936
[TensorFlow2_-mlp]: https://blog.csdn.net/qq_31456593/article/details/88915982
[TensorFlow2_-_CNN]: https://blog.csdn.net/qq_31456593/article/details/88916008
[TensorFlow2_-CNN]: https://blog.csdn.net/qq_31456593/article/details/88916046
[TensorFlow2_-]: https://blog.csdn.net/qq_31456593/article/details/88916078
[TensorFlow2_-_CNN 1]: https://blog.csdn.net/qq_31456593/article/details/88916111
[TensorFlow2_-LSTM_GRU]: https://blog.csdn.net/qq_31456593/article/details/88930476
[TensorFlow2_- 1]: https://blog.csdn.net/qq_31456593/article/details/88941014
[TensorFlow2_- 2]: https://blog.csdn.net/qq_31456593/article/details/89010210
[TensorFlow2_- 3]: https://blog.csdn.net/qq_31456593/article/details/88990924
[TensorFlow2_-DCGAN]: https://blog.csdn.net/qq_31456593/article/details/88991068
[TensorFlow2_-_Estimator_Boosted trees]: https://blog.csdn.net/qq_31456593/article/details/89051700
[TensorFlow2_-RNN]: https://blog.csdn.net/qq_31456593/article/details/89923645
[TensorFlow2_-Transformer]: https://blog.csdn.net/qq_31456593/article/details/89923913
[TensorFlow2.0_- 3]: https://blog.csdn.net/qq_31456593/article/details/90178004
[TensorFlow2.0_- 4]: https://blog.csdn.net/qq_31456593/article/details/95040756
[TensorFlow2.0_- 5]: https://blog.csdn.net/qq_31456593/article/details/95040901
[TensorFlow2.0_-_api_tf.keras]: https://blog.csdn.net/qq_31456593/article/details/95040964
[TensorFlow2.0_-_tf.keras]: https://blog.csdn.net/qq_31456593/article/details/95041068
[TensorFlow2_-TF fuction_AutoGraph]: https://blog.csdn.net/qq_31456593/article/details/95041177
[TensorFlow2 _-Ubuntu_TensorFlow 2.0]: https://blog.csdn.net/qq_31456593/article/details/90170708
[TensorFlow2_-Windows_tensorflow2.0]: https://blog.csdn.net/qq_31456593/article/details/89203335
[tensorflow2.0_tensorflow2_tutorials_chinese_star]: https://github.com/czy36mengfei/tensorflow2_tutorials_chinese