transformLSTMinput: transformLSTMinput

In MarkusBonsch/mxLSTM: LSTM model for regression

Description

transforms a data.frame input into the correct format for the LSTM model

Usage

transformLSTMinput(dat, targetColumn, seq.length, seq.freq = seq.length)

Arguments

dat	data.frame with variables. Is assumed to be a time-series without gaps. Each column corresponds to one variable
targetColumn	Name of the column(s) that represents the regression target. All other columns are considered as inputs
seq.length	sequence length.
seq.freq	frequency of sequence starts. Defaults to sequence length.

Details

The last sequence is discarded if it is not complete. Sequences containing missing values are discarded.

Value

a list of two: 'x' is an array with input variables as required for mxLSTM. 'y' is an array of target values as required for mxLSTM.

MarkusBonsch/mxLSTM documentation built on May 28, 2019, 6:40 a.m.