Plot Torch (deep learning) model — plot.torch

Plots a deep learning model developed using torch.

Usage

# S3 method for class 'torch_model'
plot(x, y, ...)

Arguments

x: Object of class "torch_model".
y: Ignored.
...: Further specifications for plot.

Value

A plot object produced by the ggplot2 package showing the evolution of the loss and accuracy of the model.

Note

This code has been lifted from the "keras" package.

Author

Felipe Carvalho, lipecaso@gmail.com

Rolf Simoes, rolfsimoes@gmail.com

Alber Sanchez, alber.ipia@inpe.br

Examples

if (sits_run_examples()) {
    # Retrieve the samples for Mato Grosso
    # train a tempCNN model
    ml_model <- sits_train(samples_modis_ndvi, ml_method = sits_tempcnn)
    # plot the model
    plot(ml_model)
}