infer: infer

In NeuralEstimators: Likelihood-Free Parameter Estimation using Neural Networks

infer

Description

Unified inference interface that dispatches to estimate() for neural Bayes estimators (e.g., PointEstimator) and sampleposterior() for posterior or ratio estimators.

Usage

infer(estimator, Z, ...)

Arguments

estimator	a neural estimator
Z	data in a format amenable to the neural-network architecture of estimator
...	additional keyword arguments passed to the Julia version of infer() (and hence to estimate() or sampleposterior())

Value

For neural Bayes estimators, a matrix of point estimates (see estimate()). For posterior or ratio estimators, a d \times N \times K array of posterior samples (see sampleposterior()).

See Also

estimate(), sampleposterior()

NeuralEstimators documentation built on Sept. 10, 2026, 1:12 a.m.