Saving and Loading GluonTS Models
GluonTS models require a special storage process that saves / loads the recipe used to recreate a model to / from a directory that the user defines.
save_gluonts_model(object, path, overwrite = FALSE) load_gluonts_model(path)
object |
A fitted model object |
path |
A directory to store the GluonTS model files |
overwrite |
Whether or not to allow overwriting a GluonTS model's directory. Default: FALSE. |
## Not run:
library(tidymodels)
library(tidyverse)
library(timetk)
model_fit <- nbeats(
# User Defined (Required) Parameters
id = "id",
freq = "M",
prediction_length = 24,
# Hyper Parameters
epochs = 1,
num_batches_per_epoch = 4
) %>%
set_engine("gluonts_nbeats") %>%
fit(value ~ date + id, m750)
# Saves the related files needed to recreate the model
model_fit %>% save_gluonts_model(path = "/dir_nbeats_model/")
# Loads the model
load_gluonts_model(path = "/dir_nbeats_model/")
## End(Not run)Please choose more modern alternatives, such as Google Chrome or Mozilla Firefox.