R package for computing quantitative discrete bifurcation and rewiring robustness of Boolean networks.
For more information on usage of the package and the underlying theory, see the thesis on the subject: https://is.muni.cz/th/diu88/Thesis.pdf
Installation:
install.packages("remotes")
remotes::install_github("VladoBaca/BNRewiringRobustness")
Usage example:
library(BNRewiringRobustness)
bn <- load_BN(system.file("examples", "motifs","crm_or.bn", package = "BNRewiringRobustness"))
rg <- load_RG(system.file("examples", "rgs","general_2.rg", package = "BNRewiringRobustness"))
qdbf <- compute_discrete_bifurcation(bn, rg)
robustness <- compute_rewiring_robustness(qdbf)
print(bifurcation_plot(qdbf))
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