vaeac_get_full_state_list {shapr} | R Documentation |
Function that extracts the state list objects from the environment
Description
#' @description
The function extract the objects that we are going to save together with the vaeac
model to make it possible to
train the model further and to evaluate it.
The environment should be the local environment inside the vaeac_train_model_auxiliary()
function.
Usage
vaeac_get_full_state_list(environment)
Arguments
environment |
The |
Value
List containing the values of norm_mean
, norm_std
, model_description
, folder_to_save_model
,
n_train
, n_features
, one_hot_max_sizes
, epochs
, epochs_specified
, epochs_early_stopping
,
early_stopping_applied
, running_avg_n_values
, paired_sampling
, mask_generator_name
, masking_ratio
,
mask_gen_coalitions
, mask_gen_coalitions_prob
, val_ratio
, val_iwae_n_samples
,
n_vaeacs_initialize
, epochs_initiation_phase
, width
, depth
, latent_dim
, activation_function
,
lr
, batch_size
, skip_conn_layer
, skip_conn_masked_enc_dec
, batch_normalization
, cuda
,
train_indices
, val_indices
, save_every_nth_epoch
, sigma_mu
,
sigma_sigma
, feature_list
, col_cat_names
, col_cont_names
, col_cat
, col_cont
, cat_in_dataset
,
map_new_to_original_names
, map_original_to_new_names
, log_exp_cont_feat
, save_data
, verbose
,
seed
, and vaeac_save_file_names
.
Author(s)
Lars Henry Berge Olsen