sbi

The reference simulation-based-inference toolkit from Jakob Macke's lab (~850★, actively developed): amortized Bayesian inference for scientific simulators, underpinning DINGO and the lab's TabPFN-transfer line (NPE-PFN, PFN summary networks) that repurposes tabular foundation models as pretrained density estimators.