vaeac_normalize_data {shapr} | R Documentation |
Normalize mixed data for vaeac
Description
Compute the mean and std for each continuous feature, while the categorical features will have mean 0 and std 1.
Usage
vaeac_normalize_data(
data_torch,
one_hot_max_sizes,
norm_mean = NULL,
norm_std = NULL
)
Arguments
one_hot_max_sizes |
A torch tensor of dimension |
norm_mean |
Torch tensor (optional). A 1D array containing the means of the columns of |
norm_std |
Torch tensor (optional). A 1D array containing the stds of the columns of |
Value
A list containing the normalized version of x_torch
, norm_mean
and norm_std
.
Author(s)
Lars Henry Berge Olsen
[Package shapr version 1.0.4 Index]