theftdlc

0.2.1

Analyse and Interpret Time Series Features

0packages depend

2.8Kdownloads / year

29.2%test coverage

13/13checks pass

Overview

About

Maintained by Trent HendersonFirst published 2024-03-144 releasesCRAN page ↗GitHub ↗

Provides a suite of functions for analysing, interpreting, and visualising time-series features calculated from different feature sets from the 'theft' package. Implements statistical learning methodologies described in Henderson, T., Bryant, A., and Fulcher, B. (2023) doi:10.48550/arXiv.2303.17809.

Install

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

install.packages("theftdlc", 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("hendersontrent/theftdlc")

Development version from hendersontrent/theftdlc. 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-theftdlc

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-theftdlc

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-theftdlc

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

Health

CRAN checks

13OK

Slowest check: 6.1 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.02

29.2%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

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
NOTE2026-06-07
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 509 wordsVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 83%
Documented parameters: 100%
Return-value docs: 100%
References docs: 5%

Downloads

2.8K

CRAN downloads in the past year

Rank #13,874 · ~8/day · ~237/mo

Releases R versions

Daily download trend is not available in this view yet.

24930 days

78890 days

2.8K1 year

Compare downloads with other packages →

Also on125 r2u28 autocran

Repository

GitHub ↗ hendersontrent/theftdlc

6Stars

1Forks

3Open issues

0Open PRs

3Releases

92Commits

3Contributors

data-sciencedata-visualizationmachine-learningrstatisticstime-series

92 commits · Last activity 2026-01-16 · +20% stars, 30d

Stars over time

2025-02-09 · 42026-07-07 · 6

Repository practices

Upstream repositoryBeta

3 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/hendersontrent/theftdlc on 2026-07-19.

Continuous integration (1)

GitHub Actions

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

27 external dependencies (excludes base and recommended)

Depends (2)

R >= 3.5.0theft

Imports (21)

rlangstatstibble dplyr ggplot2 tidyr purrr furrr future reshape2 scales broom Rtsne e1071 janitor umapMASSmclust normaliseR correctR glmnet

LinkingTo (0)

none

Suggests (7)

lifecycle cachem bslib knitr rmarkdown pkgdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Code Composition

R 2,381 (68%)Rd 700 (20%)Vignettes 396 (11%)

Code characteristics

Object systems

S33

Cyclomatic complexity: 7.5 median / 17 max
Test cases: 5 / 0.02 per code line

Test coverage

Line coverage

29%

Expression

35.8%

Tests / Examples

29.2% / 33% ex

Functions

20 7 exported

Complexity

7.4 avg / 17 max

Call network

20 nodes / 11 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

20 functions

Function	Cyclo	Coverage
interval exp	15	0%
shrink exp	9	0%
make_title	1	0%
plot.feature_calculations	12	0%
plot.feature_projection	10	0%
plot.interval_calculations	1	0%

People & History

People (1)

Maintainer (1)

Trent Henderson

Maintainer, Author

Authors (1)

Trent Henderson

Maintainer, Author

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.2.1Latest
2025-07-29 · current release · diff ↗
0.2.0
2025-07-10 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.1.2
2024-10-04 · diff ↗
unarchivedReturned to CRAN
2024-10-04
archivedRemoved from CRAN
2024-09-28
requires archived package 'theft'
R
R 4.4.0 released · 2024-04-24
0.1.0
2024-03-14
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2024-03-14
Total releases: 4 / 2 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5.0
Download size: 1.3 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Time Series Analysis

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