R Observatory: Metrics for TSLSTMplus version 1.0.6

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

TSLSTMplus

1.0.6

Long-Short Term Memory for Time-Series Forecasting, Enhanced

0packages depend

2.4Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Jaime Pizarroso GonzaloFirst published 2023-11-217 releasesCRAN page ↗

The LSTM (Long Short-Term Memory) model is a Recurrent Neural Network (RNN) based architecture that is widely used for time series forecasting. Customizable configurations for the model are allowed, improving the capabilities and usability of this model compared to other packages. This package is based on 'keras' and 'tensorflow' modules and the algorithm of Paul and Garai (2021) doi:10.1007/s00500-021-06087-4.

Install

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

install.packages("TSLSTMplus", 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-tslstmplus

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-TSLSTMplus

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-TSLSTMplus

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

Health

CRAN checks

13OK

Slowest check: 3.2 min · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

4

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
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: 29%
Documented parameters: 96%
Return-value docs: 100%
References docs: 29%

Downloads

2.4K

CRAN downloads in the past year

Rank #16,663 · ~7/day · ~203/mo

Releases R versions

Daily download trend is not available in this view yet.

14730 days

63890 days

2.4K1 year

Compare downloads with other packages →

Also on124 r2u10 autocran14 c2d4u

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (4)

keras tensorflowstatsabind

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 (2)

Maintainer (1)

Jaime Pizarroso Gonzalo

Author, Contributor, Maintainer

Authors (2)

Jaime Pizarroso Gonzalo

Author, Contributor, Maintainer

Antonio Muñoz San Roque

Author

Contributors (1)

Jaime Pizarroso Gonzalo

Author, Contributor, Maintainer

Package Timeline

7 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
1.0.6Latest
2025-02-03 · current release · diff ↗
1.0.5
2024-09-06 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.0.4
2024-03-10 · diff ↗
1.0.3
2024-02-04 · diff ↗
1.0.2
2024-01-11 · diff ↗
1.0.1
2023-11-28 · diff ↗
1.0.0
2023-11-21
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2023-11-21
Total releases: 7 / 3 yrs
License: GPL-3 OSI
Download size: 10 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Time Series Analysis

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("TSLSTMplus")

Format

Pizarroso Gonzalo, J., & Muñoz San Roque, A. (2025). TSLSTMplus: Long-Short Term Memory for Time-Series Forecasting, Enhanced (Version 1.0.6) [Computer software]. https://doi.org/10.32614/CRAN.package.TSLSTMplus

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for TSLSTMplus version 1.0.6 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →