package sampling
Package Members
- package algorithms
- package evaluators
- package loggers
- package proposals
Type Members
- trait DistributionEvaluator[A] extends AnyRef
a probability or density
- trait GradientEvaluator[A] extends AnyRef
gradient evaluator, used together with DistributionEvaluator
- trait MarkovChain[A] extends AnyRef
basic Markov Chain trait: provides a next sample
- trait ProposalGenerator[A] extends AnyRef
proposal distribution sampler for Metropolis-Hastings MCMC
- trait SymmetricTransitionRatio[A] extends TransitionRatio[A]
symmetric transition: equal forward and backward transition probability
- trait TransitionProbability[A] extends TransitionRatio[A]
expresses transition probability between two states
- trait TransitionRatio[A] extends AnyRef
ratio of forward and backwards proposal probability/density