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greta.dynamics: Modelling Structured Dynamical Systems in 'greta'

A 'greta' extension for analysing transition matrices and ordinary differential equations representing dynamical systems. Provides functions for analysing transition matrices by iteration, and solving ordinary differential equations. This is an extension to the 'greta' software, Golding (2019) <doi:10.21105/joss.01601>.

Version: 0.2.2
Depends: greta (≥ 0.5.0), R (≥ 4.1.0)
Imports: cli (≥ 3.6.3), glue, rlang (≥ 1.1.4), tensorflow (≥ 1.14.0)
Suggests: covr, knitr, rmarkdown, spelling, testthat (≥ 3.1.0), deSolve, abind
Published: 2024-11-14
DOI: 10.32614/CRAN.package.greta.dynamics
Author: Nick Golding ORCID iD [aut, cph], Nicholas Tierney ORCID iD [aut, cre]
Maintainer: Nicholas Tierney <nicholas.tierney at gmail.com>
BugReports: https://github.com/greta-dev/greta.dynamics/issues
License: Apache License (≥ 2)
URL: https://github.com/greta-dev/greta.dynamics, https://greta-dev.github.io/greta.dynamics/
NeedsCompilation: no
SystemRequirements: Python (>= 3.7.0) with header files and shared library; TensorFlow (>= v2.0.0; https://www.tensorflow.org/); TensorFlow Probability (v0.8.0; https://www.tensorflow.org/probability/)
Language: en-GB
Materials: README NEWS
CRAN checks: greta.dynamics results

Documentation:

Reference manual: greta.dynamics.pdf
Vignettes: iterate-matrix-example (source, R code)
ODE solve example (source, R code)

Downloads:

Package source: greta.dynamics_0.2.2.tar.gz
Windows binaries: r-devel: greta.dynamics_0.2.2.zip, r-release: greta.dynamics_0.2.2.zip, r-oldrel: greta.dynamics_0.2.2.zip
macOS binaries: r-release (arm64): greta.dynamics_0.2.2.tgz, r-oldrel (arm64): greta.dynamics_0.2.2.tgz, r-release (x86_64): greta.dynamics_0.2.2.tgz, r-oldrel (x86_64): greta.dynamics_0.2.2.tgz
Old sources: greta.dynamics archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.