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README.md

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# Tensorflow2 Keras 官方指南
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Tensorflow2 Keras 官方指南API demo,Jupyter版本学习笔记整理,在官方demo的基础上,丰富了一些样例,更新中
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# 深度学习入门指南
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基于TensorFlow2 + Keras讲解深度学习入门指南
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## 张量
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[张量](https://github.com/solidglue/TensorFlow2_Keras_Guide_API_Jupyter_Demo/blob/master/01_TensorFlow_basics/01_01_Tensors.ipynb)
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● Tensor切片
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## Keras
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● Sequential模型
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● Functional API
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● 使用内置方法进行训练和评估
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● 通过子类化构建新层和模型
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● 保存并加载Keras模型
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● 使用预处理层
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● 自定义Model.fit的操作流程
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● 从头开始编写训练循环
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[Sequential模型](https://github.com/solidglue/TensorFlow2_Keras_Guide_API_Jupyter_Demo/blob/master/02_Keras/02_01_The_sequential_model.ipynb)
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[Functional API](https://github.com/solidglue/TensorFlow2_Keras_Guide_API_Jupyter_Demo/blob/master/02_Keras/02_02_The_functional_API.ipynb)
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[使用内置方法进行训练和评估](https://github.com/solidglue/TensorFlow2_Keras_Guide_API_Jupyter_Demo/blob/master/02_Keras/02_03_Training_evaluation_with_the_built_in_methods.ipynb)
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[通过子类化构建新层和模型](https://github.com/solidglue/TensorFlow2_Keras_Guide_API_Jupyter_Demo/blob/master/02_Keras/02_04_Making_new_layers_and_models_via_subclassing.ipynb)
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[保存并加载Keras模型](https://github.com/solidglue/TensorFlow2_Keras_Guide_API_Jupyter_Demo/blob/master/02_Keras/02_05_Serialization_and_saving.ipynb)
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[使用预处理层](https://github.com/solidglue/TensorFlow2_Keras_Guide_API_Jupyter_Demo/blob/master/02_Keras/02_07_Working_with_preprocessing_layers.ipynb)
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[自定义Model.fit的操作流程](https://github.com/solidglue/TensorFlow2_Keras_Guide_API_Jupyter_Demo/blob/master/02_Keras/02_08_Customizing_what_happens_in_fit.ipynb)
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[从头开始编写训练循环](https://github.com/solidglue/TensorFlow2_Keras_Guide_API_Jupyter_Demo/blob/master/02_Keras/02_09_Writing_a_training_loop_from_scratch.ipynb)
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● 采用Keras的循环神经网络(RNN)
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● 采用Keras进行遮盖和填充
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[采用Keras进行遮盖和填充](https://github.com/solidglue/TensorFlow2_Keras_Guide_API_Jupyter_Demo/blob/master/02_Keras/02_11_Understading_masking_and_padding.ipynb)
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● 自动编写回调
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● 迁移学习和微调
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● 使用TensorFlow Cloud训练Keras模型

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