Package: codyna 0.2.0

codyna: Complex Dynamic Systems

Performs analysis of complex dynamic systems with a focus on the temporal unfolding of patterns, changes, and state transitions in behavioral data. Supports both time series and sequence data and provides tools for the analysis and visualization of complexity, pattern identification, trends, regimes, sequence typology as well as early warning signals.

Authors:Mohammed Saqr [aut], Santtu Tikka [aut, cre], Sonsoles López-Pernas [aut]

codyna_0.2.0.tar.gz
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codyna_0.2.0.tgz(r-4.6-any)codyna_0.2.0.tgz(r-4.5-any)
codyna_0.2.0.tar.gz(r-4.7-any)codyna_0.2.0.tar.gz(r-4.6-any)
codyna_0.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
codyna/json (API)

# Install 'codyna' in R:

install.packages('codyna', repos = c('https://santikka.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/santikka/codyna/issues

Datasets:

ema - Ecological Momentary Assessment (EMA) Data
engagement - Example Data on Student Engagement
group_regulation - Example Data on Group Regulation

On CRAN:

4.48 score 1 scripts 262 downloads 7 exports 32 dependencies

Last updated from:75b6e8107f. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	160
source / vignettes	OK	212
linux-release-x86_64	OK	167
macos-release-arm64	OK	104
macos-oldrel-arm64	OK	109
windows-devel	OK	131
windows-release	OK	113
windows-oldrel	OK	90
wasm-release	OK	154

Exports:analyze_outcome complexity convert detect_regimes detect_warnings discover_patterns sequence_indices

Dependencies:backports checkmate cli cpp11 dplyr farver generics ggplot2 glue gtable isoband labeling lifecycle magrittr patchwork pillar pkgconfig purrr R6 RColorBrewer rlang S7 scales stringi stringr tibble tidyr tidyselect utf8 vctrs viridisLite withr

Getting started with the codyna package

Pattern Discovery | Early Warning Signals | Regime Detection

Rendered fromcodyna.Rmdusingknitr::rmarkdown

Last update: 2026-01-11
Started: 2026-01-11

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
The 'codyna' Package.	codyna-package codyna
Analyze Pattern-Outcome Relationships	analyze_outcome
Calculate Dynamic Complexity Measures for Time-Series Data	complexity
Convert Sequence Data to Various Formats	convert
Regime Detection for Time Series Data	detect_regimes
Detect Early Warning Signals in a Time Series	detect_warnings
Discover Sequence Patterns	discover_patterns
Ecological Momentary Assessment (EMA) Data	ema
Example Data on Student Engagement	engagement
Example Data on Group Regulation	group_regulation
Plot EWS Results	plot.ews
Plot Discovered Patterns	plot.patterns
Plot Time Series Data with Detected Regime Stability	plot.regimes
Print EWS Detection Results	print.ews
Print Discovered Patterns	print.patterns
Print Regime Detection Results	print.regimes
Compute Sequence Indices for Sequence Data	sequence_indices