References
The R torch codebook
Preface
About the book
Chapter 1: Deep neural network for tabular data
1
Tutorial 1: Basic deep neural network (binary classification)
2
Tutorial 2: Deep neural network with dataset functions and callbacks (binary classification)
3
Tutorial 3: Deep neural network with explainable method (binary classification)
4
Tutorial 4: Deep neural network with categorical embedding (binary classification)
5
Tutorial 5: Deep neural network with resampling technique (binary classification)
Chapter 2: Deep learning for text data
6
Tutorial
Chapter 3: Deep learning for image data
7
Tutorial
Chapter 4: Deep learning for audio data
8
Tutorial
Chapter 5: Deep learning for video data
9
Tutorial
Chapter 6: Deep learning for other types of data
10
Tutorial
References
References
Keydana, Sigrid. 2023.
Deep Learning and Scientific Computing with r Torch
. Chapman; Hall/CRC.
10
Tutorial