Other packages > Find by keyword >

ARGOS  

Automatic Regression for Governing Equations (ARGOS)
View on CRAN: Click here


Download and install ARGOS package within the R console
Install from CRAN:
install.packages("ARGOS")

Install from Github:
library("remotes")
install_github("cran/ARGOS")

Install by package version:
library("remotes")
install_version("ARGOS", "0.1.1")



Attach the package and use:
library("ARGOS")
Maintained by
Kevin Egan
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-12-21
Latest Update: 2024-01-18
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.
How to cite:
Kevin Egan (2023). ARGOS: Automatic Regression for Governing Equations (ARGOS). R package version 0.1.1, https://cran.r-project.org/web/packages/ARGOS. Accessed 26 Aug. 2026.
Previous versions and publish date:
0.1.0 (2023-12-21 18:00), (2026-07-09 07:56)
Other packages that cited ARGOS R package
View ARGOS citation profile
Other R packages that ARGOS depends, imports, suggests or enhances
Complete documentation for ARGOS
Functions, R codes and Examples using the ARGOS R package
Some associated functions: alasso . argos . build_design_matrix . cubic2d_system . duffing_oscillator . lasso . linear2d_system . linear3d_system . lorenz_system . lotka_volterra . rossler_system . sg_optimal_combination . vdp_oscillator . 
Some associated R codes: argos_files.R .  Full ARGOS package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
clinUtils  
General Utility Functions for Analysis of Clinical Data
Utility functions to facilitate the import, the reporting and analysis of clinical data. Example ...
Download / Learn more Package Citations See dependency  
leafgl  
High-Performance 'WebGl' Rendering for Package 'leaflet'
Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript l ...
Download / Learn more Package Citations See dependency  
RCytoGPS  
Using Cytogenetics Data in R
Defines classes and methods to process text-based cytogenetics using the CytoGPS web site, then imp ...
Download / Learn more Package Citations See dependency  
ncodeR  
Techniques for Automated Classifiers
A set of techniques that can be used to develop, validate, and implement automated classifiers. A po ...
Download / Learn more Package Citations See dependency  
SelvarMix  
Regularization for Variable Selection in Model-Based Clustering and Discriminant Analysis
Performs a regularization approach to variable selection in themodel-based clustering and classifica ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA