Dynamic Mode Decomposition (DMD) with Koopman operator theory extensions, powered by a Rust backend via 'extendr'. Provides standard DMD as described in Schmid (2010) <doi:10.1017/S0022112010001217>, DMD with control for forced linear systems following Proctor, Brunton, and Kutz (2016) <doi:10.1137/15M1013857>, Extended DMD with lifting functions, Hankel-DMD via time-delay embedding, Generalized Laplace Analysis for direct eigenfunction computation, and harmonic time averages and mesochronic harmonic plots for phase space analysis as developed in Mezic (2020) <doi:10.48550/arXiv.2009.05883>. Includes built-in area-preserving and chaotic maps for experimentation.
| Version: | 0.2.2 |
| Depends: | R (≥ 4.0) |
| Suggests: | testthat (≥ 3.0.0), knitr, rmarkdown |
| Published: | 2026-09-14 |
| DOI: | 10.32614/CRAN.package.koopman.dmd (may not be active yet) |
| Author: | James Harris [aut, cre, cph],
The authors of the dependency Rust crates [ctb] (see inst/AUTHORS file
for details) koopman.dmd author details |
| Maintainer: | James Harris <jimeharrisjr at gmail.com> |
| BugReports: | https://github.com/jimeharrisjr/rust-dmd/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/jimeharrisjr/rust-dmd, https://jimeharrisjr.github.io/rust-dmd/ |
| NeedsCompilation: | yes |
| SystemRequirements: | Cargo (Rust's package manager), rustc (>= 1.85) |
| Materials: | NEWS |
| CRAN checks: | koopman.dmd results |
| Reference manual: | koopman.dmd.html , koopman.dmd.pdf |
| Vignettes: |
Getting started with koopman.dmd (source, R code) |
| Package source: | koopman.dmd_0.2.2.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): koopman.dmd_0.2.2.tgz, r-release (x86_64): koopman.dmd_0.2.2.tgz, r-oldrel (x86_64): koopman.dmd_0.2.2.tgz |
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