Variational Flow-Based Inference for Rare Events and Large
Deviations
![[R logo]](../../../doc/html/Rlogo.svg)
![[Up]](../../../doc/html/left.jpg)
![[Top]](../../../doc/html/up.jpg)
Documentation for package ‘rareflow’ version 0.1.0
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) |