CRAN/E | EEMDlstm

EEMDlstm

EEMD Based LSTM Model for Time Series Forecasting

Installation

About

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). doi:10.1007/s00521-021-06621-3.

Key Metrics

Version 0.1.0
R ≥ 2.10
Published 2022-09-26 581 days ago
Needs compilation? no
License GPL-3
CRAN checks EEMDlstm results

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Maintainer

Maintainer

Kapil Choudhary

kapiliasri@gmail.com

Authors

Kapil Choudhary

aut / cre

Girish Kumar Jha

aut / ths / ctb

Ronit Jaiswal

ctb

Rajeev Ranjan Kumar

ctb

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 2.10

Imports

keras
tensorflow
reticulate
tsutils
BiocGenerics
utils
graphics
magrittr
Rlibeemd
TSdeeplearning