Package: ARGOS 0.1.1

ARGOS: Automatic Regression for Governing Equations (ARGOS)

Comprehensive set of tools for performing system identification of both linear and nonlinear dynamical systems directly from data. The Automatic Regression for Governing Equations (ARGOS) simplifies the complex task of constructing mathematical models of dynamical systems from observed input and output data, supporting various types of systems, including those described by ordinary differential equations. It employs optimal numerical derivatives for enhanced accuracy and employs formal variable selection techniques to help identify the most relevant variables, thereby enabling the development of predictive models for system behavior analysis.

Authors:Kevin Egan [aut, cre], Weizhen Li [aut], Rui Carvalho [aut], Yuzheng Zhang [aut]

ARGOS_0.1.1.tar.gz
ARGOS_0.1.1.zip(r-4.5)ARGOS_0.1.1.zip(r-4.4)ARGOS_0.1.1.zip(r-4.3)
ARGOS_0.1.1.tgz(r-4.4-any)ARGOS_0.1.1.tgz(r-4.3-any)
ARGOS_0.1.1.tar.gz(r-4.5-noble)ARGOS_0.1.1.tar.gz(r-4.4-noble)
ARGOS_0.1.1.tgz(r-4.4-emscripten)ARGOS_0.1.1.tgz(r-4.3-emscripten)
ARGOS.pdf |ARGOS.html
ARGOS/json (API)

# Install 'ARGOS' in R:
install.packages('ARGOS', repos = c('https://kevinegan31.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/kevinegan31/argos-package/issues

On CRAN:

3.85 score 2 stars 3 scripts 629 downloads 13 exports 118 dependencies

Last updated 10 months agofrom:e828417158. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 14 2024
R-4.5-winOKOct 14 2024
R-4.5-linuxOKOct 14 2024
R-4.4-winOKOct 14 2024
R-4.4-macOKOct 14 2024
R-4.3-winOKOct 14 2024
R-4.3-macOKOct 14 2024

Exports:alassoargosbuild_design_matrixcubic2d_systemduffing_oscillatorlassolinear2d_systemlinear3d_systemlorenz_systemlotka_volterrarossler_systemsg_optimal_combinationvdp_oscillator

Dependencies:askpassbackportsbase64encbitbit64blobbootbroombslibcachemcallrcellrangerclicliprcodetoolscolorspaceconflictedcpp11crayoncurldata.tableDBIdbplyrdeSolvedigestdplyrdtplyrevaluatefansifarverfastmapfontawesomeforcatsforeachfsgarglegenericsggplot2glmnetgluegoogledrivegooglesheets4gtablehavenhighrhmshtmltoolshttridsisobanditeratorsjquerylibjsonliteknitrlabelinglatticelifecyclelubridatemagrittrMASSMatrixmemoiseMetricsmgcvmimemodelrmunsellnlmeopensslpillarpkgconfigprettyunitsprocessxprogresspspurrrR6raggrappdirsRColorBrewerRcppRcppEigenreadrreadxlrematchrematch2reprexrlangrmarkdownrstudioapirvestsassscalesselectrshapesignalstringistringrsurvivalsyssystemfontstextshapingtibbletidyrtidyselecttidyversetimechangetinytextzdbutf8uuidvctrsviridisLitevroomwithrxfunxml2yaml