R: Variational Flow-Based Inference for Rare Events and Large Deviations

# Variational Flow-Based Inference for Rare Events and Large Deviations

## Documentation for package ‘rareflow’ version 0.1.0

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

ELBOflow | Evidence Lower Bound (ELBO) for Flow-Based Variational Inference
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
Freidlin_Wentzell_action | Freidlin-Wentzell Action Functional
FW_quasipotential | Freidlin-Wentzell Quasi-Potential via Path Minimization
girsanov_logratio | Girsanov Log-Ratio for Drift-Tilted Diffusions
KLdiv | Kullback–Leibler Divergence
mafflowmodel | Masked Autoregressive Flow (MAF)
makebiolik | Biological Two-Separator Likelihood
makeflow | Flow Factory
makeneurolik | Neural Two-Separator Likelihood
planarflowmodel | Planar Normalizing Flow (1D)
radialflowmodel | Radial Normalizing Flow (1D)
sanovprob | Sanov Probability Bound
splinepwlinflowmodel | Piecewise-Linear Spline Flow (Monotone)