R Observatory: Metrics for tempted version 0.1.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

tempted

0.1.1Package record

Temporal Tensor Decomposition, a Dimensionality Reduction Tool for Longitudinal Multivariate Data

0packages depend

2.1Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by Pixu ShiCRAN page ↗GitHub ↗

TEMPoral TEnsor Decomposition (TEMPTED), is a dimension reduction method for multivariate longitudinal data with varying temporal sampling. It formats the data into a temporal tensor and decomposes it into a summation of low-dimensional components, each consisting of a subject loading vector, a feature loading vector, and a continuous temporal loading function. These loadings provide a low-dimensional representation of subjects or samples and can be used to identify features associated with clusters of subjects or samples. TEMPTED provides the flexibility of allowing subjects to have different temporal sampling, so time points do not need to be binned, and missing time points do not need to be imputed.

Install

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

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

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

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("pixushi/tempted")

Development version from pixushi/tempted. Installs pak first if it is not already available.

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-tempted

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-tempted

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-tempted

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

2NOTE11OK

Check messages

NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Maintainer: ‘Pixu Shi <pixu.shi@duke.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Pixu",
                    family = "Shi",
                    role = c("aut", "cre"),
                    email = "pixu.shi@duke.edu")
as necessary.

CRAN check page ↗

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

Status changes

NOTE11 OK, 2 NOTE2026-06-09
ERROR11 OK, 1 NOTE, 1 ERROR2026-06-08
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.1

READMENoVignettesNoNEWSNoCitation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Help pages: 16
Examples that run: 100%7 run in a plain check
Exported functions with examples: 58%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 56%

How these are measured

Downloads

2.1K

CRAN downloads in the past year

Rank #20,816 · ~6/day · ~178/mo

Releases R versions

Daily download trend is not available in this view yet.

23630 days

63690 days

2.1K1 year

Compare downloads with other packages →

Also on94 r2u4 autocran

How downloads are counted

Repository

pixushi/tempted ↗Account: pixushi

18Stars

2Forks

2Open issues

0Open PRs

1Releases

39Commits

1Commit identities

39 commits · Last activity 2026-08-27 · 0% stars, 30d · Default branch at 0.1.2, ahead of CRAN 0.1.1 (checked 2026-10-18)

Responsiveness

How these are sampled

PRs merged (all time): not measured
Median days to close, 50 most recently updated closed issues: 132
Median days to close, 50 most recently updated closed PRs: not measured

Stars over time

2025-10-02 · 162026-07-07 · 18

How these are measured

PracticesBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/pixushi/tempted on 2026-10-18.

Docs source (1)

README.Rmd

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Installing tempted adds 25 packages (14 with compiled code, 23 MB of source tarballs). Heaviest: ggplot2 6.0 MB, cubature 3.2 MB, Rcpp 1.8 MB.

Depends (4)

R >= 4.2.0np ggplot2 methods (>= 4.2.1)

Imports (0)

none

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (from the free-text Author field) (1)

Pixu Shi

Maintainer since 0.1.0 (2024)

Releases (2)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
0.1.1Latest
record
2024-05-09 · current release · diff ↗ ·
added 1 export
reconstruct
R
R 4.4.0 released · 2024-04-24
0.1.0
record
2024-01-11
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2024-01-11
Total releases: 2 / 2 yrs
License: GPL-3 OSI
Minimum R: ≥ 4.2.0
Bundled data: 691 KB / 3 files
Download size: 2.3 MB

Cite

Cite this package

Run in R for the authors' entry:

citation("tempted")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.1101/550749.

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 tempted version 0.1.1 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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