Package: datafsm
Title: Estimating Finite State Machine Models from Data
Version: 0.2.4
Date: 2021-05-28
Authors@R: 
    c(person(given = c("John", "J."), family = "Nay", 
             email = "john.j.nay@gmail.com",
             role = "aut"),
      person(given = c("Jonathan", "M."), family = "Gilligan",
             email = "jonathan.gilligan@vanderbilt.edu",
             comment = c(ORCID = "0000-0003-1375-6686"),
             role = c("cre", "aut")))
Description: Automatic generation of finite state machine models of dynamic 
    decision-making that both have strong predictive power and are 
    interpretable in human terms. We use an efficient model representation and 
    a genetic algorithm-based estimation process to generate simple 
    deterministic approximations that explain most of the structure of complex 
    stochastic processes. We have applied the software to empirical data, and 
    demonstrated it's ability to recover known data-generating processes by 
    simulating data with agent-based models and correctly deriving the 
    underlying decision models for multiple agent models and degrees of
    stochasticity.
URL: https://jonathan-g.github.io/datafsm/,
        https://github.com/jonathan-g/datafsm
BugReports: https://github.com/jonathan-g/datafsm/issues
Depends: R (>= 4.0), methods (>= 4.0), stats (>= 4.0)
License: MIT + file LICENSE
LazyData: true
LinkingTo: Rcpp (>= 1.0)
Suggests: doParallel (>= 1.0), foreach (>= 1.5), testthat (>= 3.0),
        diagram (>= 1.6), knitr (>= 1.33), rmarkdown (>= 2.8), pander
        (>= 0.6), dplyr (>= 1.0), tidyr (>= 1.0), purrr (>= 0.3)
Imports: caret (>= 6.0), GA (>= 3.2), Rcpp (>= 1.0)
VignetteBuilder: knitr
RoxygenNote: 7.1.1
Encoding: UTF-8
Language: en-US
NeedsCompilation: yes
Packaged: 2021-05-29 00:21:31 UTC; Jonathan
Author: John J. Nay [aut],
  Jonathan M. Gilligan [cre, aut]
    (<https://orcid.org/0000-0003-1375-6686>)
Maintainer: Jonathan M. Gilligan <jonathan.gilligan@vanderbilt.edu>
Repository: CRAN
Date/Publication: 2021-05-29 23:20:05 UTC
Built: R 4.7.0; x86_64-w64-mingw32; 2026-06-24 04:20:04 UTC; windows
Archs: x64
