API Documentation

PartitionedParallelSampling

Parallel sampling via space partitioning (Caldwell et al.).

struct PartitionedSampling <: AbstractSamplingAlgorithm

A sampling algorithm that partitions parameter space into multiple subspaces and samples/integrates them independently (Caldwell et al.).

Constructors:

• PartitionedSampling(; fields...)

Fields:

• trafo::BAT.AbstractDensityTransformTarget

  Default: PriorToUniform()

• npartitions::Integer

  Default: 10

• sampler::BAT.AbstractSamplingAlgorithm

  Default: MCMCSampling(strict = false)

• exploration_sampler::BAT.AbstractSamplingAlgorithm

  Default: MCMCSampling(nchains = 30, nsteps = 800, strict = false)

• partitioner::SpacePartitioningAlgorithm

  Default: KDTreePartitioning()

• integrator::BAT.IntegrationAlgorithm

  Default: AHMIntegration()

• nmax_resampling::AbstractFloat

  Default: 5