save_as | R Documentation |
Functions to save a trained or untrained Ruta learner into a file and load it
save_as(
learner,
file = paste0(substitute(learner), ".tar.gz"),
dir,
compression = "gzip"
)
load_from(file)
learner |
The |
file |
In |
dir |
Directory where to save the file. Use |
compression |
Type of compression to be used, for R function |
save_as
returns the filename where the model has been saved,
load_from
returns the loaded model as a "ruta_autoencoder"
object
x <- as.matrix(iris[, 1:4])
if (interactive() && keras::is_keras_available()) {
# Save a trained model
saved_file <-
autoencoder(2) |>
train(x) |>
save_as("my_model.tar.gz", dir = tempdir())
# Load and use the model
encoded <- load_from(saved_file) |> encode(x)
}
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