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EEMDlstm (version 0.1.0)

EEMD Based LSTM Model for Time Series Forecasting

Description

Forecasting univariate time series with ensemble empirical mode decomposition (EEMD) with long short-term memory (LSTM). For method details see Jaiswal, R. et al. (2022). .

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Version

Install

install.packages('EEMDlstm')

Monthly Downloads

64

Version

0.1.0

License

GPL-3

Maintainer

Kapil Choudhary

Last Published

September 26th, 2022

Functions in EEMDlstm (0.1.0)

Data_Maize

Monthly International Maize Price Data
eemdLSTM

Ensemble Empirical Mode Decomposition (EEMD) Based Long Short Term (LSTM) Model
emdLSTM

Empirical Mode Decomposition (EEMD) Based Long Short Term (LSTM) Model