infer (pmrf.infer)

Bayesian inference using Inferix.

Provides samplers and routines to compute the posterior joint distributions of model parameters given measured data.

Classes

InferResult(model, likelihood, ...[, ...])

Standardized return object for inference routines.

Functions

is_inferer(x)

Returns if a solver is suitable for Bayesian inference in pmrf.infer.

condition(model, data[, frequency, solver, ...])

Conditions an RF model on measured data using Bayesian inference.

sample(log_likelihood_fn, model, frequency)

Samples a given likelihood function for a model over a frequency range.