Package index • rareflow

Core Methods

Freidlin_Wentzell_action(): Freidlin–Wentzell Action Functional
FW_quasipotential(): Freidlin–Wentzell Quasi-Potential via Path Minimization
FW_minimum_action_path(): Minimum Action Path (MAP)
girsanov_logratio(): Girsanov Log-Ratio for Drift-Tilted Diffusions
KLdiv(): Kullback–Leibler Divergence
sanovprob(): Sanov Probability Bound

Flow Models

mafflowmodel(): Masked Autoregressive Flow (MAF)
planarflowmodel(): Planar Normalizing Flow (1D)
radialflowmodel(): Radial Normalizing Flow (1D)
splinepwlinflowmodel(): Piecewise-Linear Spline Flow (Monotone)

Flow Fitting

fitflowvariational(): Fit a Flow-Based Variational Posterior for Sanov Inference
fitflow_FW(): Fit Flow Using Freidlin–Wentzell Quasi-Potential
fitflow_girsanov(): Fit Flow with Girsanov-Tilted Likelihood
ELBOflow(): Evidence Lower Bound (ELBO) for Flow-Based Variational Inference

Model Constructors

makeflow(): Flow Factory
makebiolik(): Biological Two-Separator Likelihood
makeneurolik(): Neural Two-Separator Likelihood