inference
Provides inference methods for use with LLaMPPL models.
This module currently provides the following inference methods:
-
smc_standard(model, num_particles, ess_threshold=0.5)
: Standard SMC with multinomial resampling. -
smc_steer(model, num_beams, num_expansions)
: a without-replacement SMC algorithm that resembles beam search.