Package: datafsm
Title: Estimating Finite State Machine Models from Data
Version: 0.2.5
Date: 2025-11-14
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: 7.3.3
Encoding: UTF-8
Language: en-US
Config/pak/sysreqs: libicu-dev
Repository: https://j-magnolia.r-universe.dev
Date/Publication: 2025-12-01 22:31:08 UTC
RemoteUrl: https://github.com/j-magnolia/datafsm
RemoteRef: HEAD
RemoteSha: 099f308daecbba7a6423eea5e389d518169a74df
NeedsCompilation: yes
Packaged: 2026-09-23 07:41:07 UTC; root
Author: John J. Nay [aut],
  Jonathan M. Gilligan [cre, aut] (ORCID:
    <https://orcid.org/0000-0003-1375-6686>)
Maintainer: Jonathan M. Gilligan <jonathan.gilligan@vanderbilt.edu>