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
Packaged: 2024-05-01 05:36:17 UTC; rd
Repository: CRAN
Date/Publication: 2024-05-01 06:00:02 UTC
Built: R 4.6.0; ; 2026-04-27 20:15:40 UTC; unix
