Package: sindyr
Type: Package
Title: Sparse Identification of Nonlinear Dynamics
Version: 0.2.4
Date: 2024-04-30
Author: Rick Dale and Harish S. Bhat
Maintainer: Rick Dale <racdale@gmail.com>
Description: This implements the Brunton et al (2016; PNAS
        <doi:10.1073/pnas.1517384113>) sparse identification algorithm
        for finding ordinary differential equations for a measured
        system from raw data (SINDy). The package includes a set of
        additional tools for working with raw data, with an emphasis on
        cognitive science applications (Dale and Bhat, 2018
        <doi:10.1016/j.cogsys.2018.06.020>). See
        <https://github.com/racdale/sindyr> for examples and updates.
Depends: R (>= 3.4), arrangements, matrixStats, igraph, graphics,
        grDevices
Imports: pracma
License: GPL (>= 2)
Collate: 'windowed_sindy.R' 'sindy.R' 'features.R'
        'finite_differences.R' 'finite_difference.R'
        'lorenzattractor.R'
NeedsCompilation: no
Config/pak/sysreqs: libglpk-dev libgmp3-dev libxml2-dev
Repository: https://racdale.r-universe.dev
Date/Publication: 2024-05-01 16:18:00 UTC
RemoteUrl: https://github.com/racdale/sindyr
RemoteRef: HEAD
RemoteSha: ff9c7029cfc53a07eb788dd41cd2f46bf9b492dd
Packaged: 2026-10-11 12:28:04 UTC; root