Package: ARGOS
Type: Package
Title: Automatic Regression for Governing Equations (ARGOS)
Version: 0.1.1
Authors@R: 
  c(person(given = "Kevin",
           family = "Egan",
           email = "kevin.egan@durham.ac.uk",
           role = c("aut", "cre")),
    person(given = "Weizhen",
           family = "Li",
           email = "weizhen.li@durham.ac.uk",
           role = "aut"),
    person(given = "Rui",
           family = "Carvalho",
           email = "rui.carvalho@durham.ac.uk",
           role = "aut"),
    person(given = "Yuzheng",
           family = "Zhang",
           email = "yuzheng.zhang@durham.ac.uk",
           role = "aut")
    )
Maintainer: Kevin Egan <kevin.egan@durham.ac.uk>
Description: 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.
Depends: R (>= 3.6.0)
Imports: Matrix, glmnet, Metrics, boot, tidyverse, magrittr, tidyr,
        signal, parallel, deSolve
Suggests: testthat, knitr, rmarkdown, devtools
License: GPL-3
URL: <https://github.com/kevinegan31/ARGOS-Package>
Contact: Please report bugs and other issues to
        <kevin.egan@durham.ac.uk>.
Encoding: UTF-8
RoxygenNote: 7.2.3
Config/pak/sysreqs: cmake libfontconfig1-dev libfreetype6-dev
        libfribidi-dev make libharfbuzz-dev libicu-dev libjpeg-dev
        libpng-dev libtiff-dev libuv1-dev libwebp-dev libxml2-dev
        libssl-dev libx11-dev zlib1g-dev
Repository: https://kevinegan31.r-universe.dev
Date/Publication: 2024-01-18 22:50:57 UTC
RemoteUrl: https://github.com/kevinegan31/argos-package
RemoteRef: HEAD
RemoteSha: e828417158b0d8f4226e6291f55e29e3fd0f2bfa
NeedsCompilation: no
Packaged: 2026-09-30 08:28:48 UTC; root
Author: Kevin Egan [aut, cre],
  Weizhen Li [aut],
  Rui Carvalho [aut],
  Yuzheng Zhang [aut]