vmdTDNN

0.1.1

VMD Based Time Delay Neural Network Model

0packages depend

2.4Kdownloads / year

0.0%test coverage

12/13checks pass

Overview

About

Maintained by Kapil ChoudharyFirst published 2022-02-172 releasesCRAN page ↗

Forecasting univariate time series with Variational Mode Decomposition (VMD) based time delay neural network models.For method details see Konstantin, D.and Dominique, Z. (2014). doi:10.1109/TSP.2013.2288675.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("vmdTDNN", 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-vmdtdnn

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

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-vmdTDNN

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-vmdTDNN

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

1NOTE12OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 2.6 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.06

0.0%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 25%
Documented parameters: 100%
Return-value docs: 100%
References docs: 100%

Downloads

2.4K

CRAN downloads in the past year

Rank #18,493 · ~6/day · ~198/mo

Releases R versions

Daily download trend is not available in this view yet.

19030 days

59690 days

2.4K1 year

Compare downloads with other packages →

Also on94 r2u1 autocran

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Depends (1)

R >= 2.10

Imports (3)

forecast nnfor VMDecomp

LinkingTo (0)

none

Suggests (1)

testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (4)

Maintainer (1)

Kapil Choudhary

Author, Maintainer

Authors (4)

Kapil Choudhary

Author, Maintainer

Ronit Jaiswal

Author, Contributor

Girish Kumar Jha

Author, Thesis advisor, Contributor

Rajender Parsad

Author, Contributor

Contributors (3)

Ronit Jaiswal

Author, Contributor

Girish Kumar Jha

Author, Thesis advisor, Contributor

Rajender Parsad

Author, 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
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
0.1.1Latest
2022-08-08 · current release · diff ↗
unarchivedReturned to CRAN
2022-08-08
R
R 4.2.0 released · 2022-04-22
archivedRemoved from CRAN
2022-04-04
'coercion to logical' errors were not corrected in time
0.1.0
2022-02-17
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-02-17
Total releases: 2 / 4 yrs
License: GPL-3 OSI
Minimum R: ≥ 2.10
Bundled data: 1.3 KB / 1 file
Download size: 6.3 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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