particlebp

Type Members

1. trait AnytimeParticleBeliefPropagation extends ParticleBeliefPropagation with Anytime with AnytimeInnerBPHandler

   

   Trait for Anytime PBP algorithms

2. class AutomaticDensityEstimator extends DensityEstimator with NormalKernelDensityEstimator

   

   Class to compute the normal kernel density estimation of a set of samples using Silverman's rule of thumb to automatically compute the bandwidth.

3. trait NormalKernelDensityEstimator extends DensityEstimator with DoubleDensityEstimator with IntDensityEstimator

   

   A density estimator that uses normal kernel density estimation to estimate the density at an arbitrary point from a set of (probability, value) samples.

4. trait OneTimeParticleBeliefPropagation extends ParticleBeliefPropagation with OneTime with OneTimeInnerBPHandler

   

   Trait for One time PBP algorithms

5. trait ParticleBeliefPropagation extends FactoredAlgorithm[Double] with InnerBPHandler

   

   Trait for performing particle belief propagation.

   Trait for performing particle belief propagation.

   Only supports Double factors at the moment (i.e., no support for utilities or sufficient statistics)

6. abstract class ProbQueryParticleBeliefPropagation extends ProbQueryAlgorithm with ParticleBeliefPropagation

   

   Class to implement a probability query BP algorithm