normalize: Normalize data

In mgoulet847/tagi: Tractable Approximate Gaussian Inference in Neural Networks

Description

This function normalizes data before entering the neural network.

Usage

normalize(xtrain, ytrain, xtest, ytest)

Arguments

xtrain	Training set of input variables
ytrain	Training set of responses
xtest	Testing set of input variables
ytest	Testing set of responses

Value

• Normalized training set of input variables

• Normalized training set of responses

• Normalized testing set of input variables

• Normalized testing set of responses

• Mean vector of input variables from training set

• Covariance matrix of input variables from training set

• Mean vector of responses from training set

• Covariance matrix of responses from training set

mgoulet847/tagi documentation built on Dec. 21, 2021, 5:10 p.m.