Monty. Frameworks. Models. EvidenceMatching. BurstSampling
(ExTbpMonty.Core v0.1.0)
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Spending steps on new hypotheses when the current ones stop learning.
Mirrors tbp/monty/frameworks/models/evidence_matching/burst_sampling.py.
Monty.Frameworks.Models.EvidenceMatching.BurstSampling.BurstSamplingHypothesesUpdater— ported: the sampling strategy Monty's evidence matching runs, which keeps, drops or replaces hypotheses between steps;...BurstSampling.BurstSamplingTelemetry— ported: what a step reports about the hypotheses it added, kept and removed.
HypothesesUpdater in the same family is the simpler strategy that only
accumulates evidence; this one is what experiments use.