File tree Expand file tree Collapse file tree 1 file changed +11
-11
lines changed Expand file tree Collapse file tree 1 file changed +11
-11
lines changed Original file line number Diff line number Diff line change 1- # Tensorflow2 Keras 官方指南
2- 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 。
1+ # 深度学习入门指南
2+ 基于TensorFlow2 + Keras讲解深度学习入门指南 。
33
44## 张量
55● [ 张量] ( https://github.com/solidglue/TensorFlow2_Keras_Guide_API_Jupyter_Demo/blob/master/01_TensorFlow_basics/01_01_Tensors.ipynb )
@@ -15,16 +15,16 @@ Tensorflow2 Keras 官方指南API demo,Jupyter版本学习笔记整理,在
1515● Tensor切片
1616
1717## Keras
18- ● Sequential模型
19- ● Functional API
20- ● 使用内置方法进行训练和评估
21- ● 通过子类化构建新层和模型
22- ● 保存并加载Keras模型
23- ● 使用预处理层
24- ● 自定义Model.fit的操作流程
25- ● 从头开始编写训练循环
18+ ● [ Sequential模型] ( https://github.com/solidglue/TensorFlow2_Keras_Guide_API_Jupyter_Demo/blob/master/02_Keras/02_01_The_sequential_model.ipynb )
19+ ● [ Functional API] ( https://github.com/solidglue/TensorFlow2_Keras_Guide_API_Jupyter_Demo/blob/master/02_Keras/02_02_The_functional_API.ipynb )
20+ ● [ 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 )
21+ ● [ 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 )
22+ ● [ 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 )
23+ ● [ 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 )
24+ ● [ 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 )
25+ ● [ 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 )
2626● 采用Keras的循环神经网络(RNN)
27- ● 采用Keras进行遮盖和填充
27+ ● [ 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 )
2828● 自动编写回调
2929● 迁移学习和微调
3030● 使用TensorFlow Cloud训练Keras模型
You can’t perform that action at this time.
0 commit comments