rareflow
Variational Flow-Based Inference for Rare Events and Large Deviations
Variational flow-based methods for modeling rare events using Kullback–Leibler (KL) divergence, normalizing flows, Girsanov change of measure, and Freidlin–Wentzell action functionals. The package provides tools for rare-event inference, minimum-action paths, and quasi-potential computation in stochastic dynamical systems. Methods are based on Rezende and Mohamed (2015) <doi:10.48550/arXiv.1505.05770>, Girsanov (1960) <doi:10.1137/1105027>, and Freidlin and Wentzell (2012, ISBN:978-0387955477).
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.0 |
rolling linux/jammy R-4.5 | rareflow_0.1.0.tar.gz |
104.9 KiB |
0.1.0 |
rolling linux/noble R-4.5 | rareflow_0.1.0.tar.gz |
104.9 KiB |
0.1.0 |
rolling source/ R- | rareflow_0.1.0.tar.gz |
48.7 KiB |
0.1.0 |
latest linux/jammy R-4.5 | rareflow_0.1.0.tar.gz |
104.9 KiB |
0.1.0 |
latest linux/noble R-4.5 | rareflow_0.1.0.tar.gz |
104.9 KiB |
0.1.0 |
latest source/ R- | rareflow_0.1.0.tar.gz |
48.7 KiB |
0.1.0 |
2026-04-26 source/ R- | rareflow_0.1.0.tar.gz |
48.7 KiB |
0.1.0 |
2026-04-23 source/ R- | rareflow_0.1.0.tar.gz |
48.7 KiB |
0.1.0 |
2026-04-09 windows/windows R-4.5 | rareflow_0.1.0.zip |
109.1 KiB |