anglican.pgibbs — anglican 1.1.0

Particle Gibbs (Iterated Conditional SMC) Options: :number-of-particles (2 by default) - number of particles per sweep

initial-state clj/s

initial state for Particle Gibbs

release-retained-state clj/s

(release-retained-state state)

returns the updated state with ::future-samples removed, so that next random choices are sampled rather than restored

retained-initial-state clj/s

(retained-initial-state retained-particle)

returns the initial state for a retained particle

retained-state? clj/s

(retained-state? state)

whether the state is retained

retrieve-retained-sample clj/s

(retrieve-retained-sample state)

returns the updated state with the rest of samples and the retained sample

store-sample clj/s

(store-sample state value)

returns the updated state with the new sample added to past-samples