Decomposition Based Deep Learning Models for Time Series Forecasting

[Up] [Top]

Documentation for package ‘decompDL’ version 0.1.0

Help Pages

ceemdGRU Complementary Ensemble Empirical Mode Decomposition (CEEMD) Based Long Short Term (GRU) Model
ceemdLSTM Complementary Ensemble Empirical Mode Decomposition (CEEMD) Based Long Short Term (LSTM) Model
ceemdRNN Complementary Ensemble Empirical Mode Decomposition (CEEMD) Based Long Short Term (RNN) Model
Data_Maize Monthly International Maize Price Data
eemdGRU Ensemble Empirical Mode Decomposition (EEMD) Based GRU Model
eemdLSTM Ensemble Empirical Mode Decomposition (EEMD) Based Long Short Term (LSTM) Model
eemdRNN Ensemble Empirical Mode Decomposition (EEMD) Based RNN Model
emdGRU Empirical Mode Decomposition (EMD) Based GRU Model
emdLSTM Empirical Mode Decomposition (EMD) Based Long Short Term (LSTM) Model
emdRNN Empirical Mode Decomposition (EMD) Based RNN Model
vmdGRU Variational Mode Decomposition Based GRU Model
vmdLSTM Variational Mode Decomposition Based LSTM Model
vmdRNN Variational Mode Decomposition Based RNN Model