EMDANNhybrid

0.2.0

Empirical Mode Decomposition Based Artificial Neural Network Model

0packages depend

2.5Kdownloads / year

100.0%test coverage

12/13checks pass

Overview

About

Maintained by Pankaj DasFirst published 2021-01-142 releasesCRAN page ↗

Application of empirical mode decomposition based artificial neural network model for nonlinear and non stationary univariate time series forecasting. For method details see (i) Choudhury (2019) https://www.indianjournals.com/ijor.aspx?target=ijor:ijee3&volume=55&issue=1&article=013; (ii) Das (2020) https://www.indianjournals.com/ijor.aspx?target=ijor:ijee3&volume=56&issue=2&article=002.

Install

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

install.packages("EMDANNhybrid", 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-emdannhybrid

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-EMDANNhybrid

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-EMDANNhybrid

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: 2.9 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.33

100.0%

Coverage · measured lines

Dependencies · direct

Check history

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

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: not tracked
Return-value docs: not tracked
References docs: 100%

Downloads

2.5K

CRAN downloads in the past year

Rank #17,980 · ~7/day · ~207/mo

Releases R versions

Daily download trend is not available in this view yet.

18930 days

60690 days

2.5K1 year

Compare downloads with other packages →

Also on143 r2u2 autocran

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Depends (2)

EMD forecast

Imports (0)

none

LinkingTo (0)

none

Suggests (3)

knitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (3)

Maintainer (1)

Pankaj Das

Author, Maintainer

Authors (3)

Pankaj Das

Author, Maintainer

Girish Kumar Jha

Author · added in 0.2.0

Achal Lama

Author

Listed in earlier versions (1)

Girish Jha

no longer listed · 0.1.0

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
0.2.0Latest
2023-09-14 · current release · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.1.0
2021-01-14
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-01-14
Total releases: 2 / 5 yrs
License: GPL-3 OSI
Download size: 11 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Report a problem with this page →