EEMDlstm

1.0.1

EEMD Based LSTM Model for Time Series Forecasting

0packages depend

1.6Kdownloads / year

–test coverage

11/13checks pass

Overview

About

Maintained by Ronit JaiswalFirst published 2026-04-132 releasesCRAN page ↗

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.

Install

R (CRAN)Ubuntu (r2u)

install.packages("EEMDlstm", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-eemdlstm

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

Health

CRAN checks

2NOTE11OK

Failing flavors

NOTE r-devel-linux-x86_64-fedora-clang
NOTE r-devel-linux-x86_64-fedora-gcc

Slowest check: 3.5 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-06-09
11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
10 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-04-14
5 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 33%
Documented parameters: 90%
Return-value docs: 100%
References docs: 100%

Downloads

1.6K

CRAN downloads in the past year

Rank #7,925 · ~4/day · ~137/mo

Releases R versions

Daily download trend is not available in this view yet.

25830 days

1.3K90 days

1.6K1 year

Compare downloads with other packages →

Also on405 r2u

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Depends (1)

R >= 2.10

Imports (10)

keras tensorflow reticulate tsutils BiocGenericsutilsgraphicsmagrittr Rlibeemd TSdeeplearning

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (4)

Maintainer (1)

Ronit Jaiswal

Contributor, Maintainer

Authors (2)

Kapil Choudhary

Author

Girish Kumar Jha

Author, Thesis advisor, Contributor

Contributors (3)

Ronit Jaiswal

Contributor, Maintainer

Girish Kumar Jha

Author, Thesis advisor, Contributor

Rajeev Ranjan Kumar

Contributor

Package Timeline

2 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
1.0.1Latest
2026-04-13 · current release · diff ↗
unarchivedReturned to CRAN
2026-04-13
archivedRemoved from CRAN
2025-11-09
check issues were not corrected in time
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.1.0
2022-09-26
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2026-04-13
Total releases: 2 / 1 yrs
License: GPL-3 OSI
Minimum R: ≥ 2.10
Bundled data: 1.3 KB / 1 file
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

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