Index

A

anneal() (gmmmc.monte_carlo.AnnealedImportanceSampling method)

AnnealedImportanceSampling (class in gmmmc.monte_carlo)

C

covars (gmmmc.gmm.GMM attribute)

CovarsStaticPrior (class in gmmmc.priors.prior)

D

DiagCovarsUniformPrior (class in gmmmc.priors.prior)

DiagCovarsWishartPrior (class in gmmmc.priors.prior)

G

GaussianStepCovarProposal (class in gmmmc.proposals.gaussian_proposals) GaussianStepMeansProposal (class in gmmmc.proposals.gaussian_proposals) GaussianStepWeightsProposal (class in gmmmc.proposals.gaussian_proposals) GaussianTuningStepMeansProposal (class in gmmmc.proposals.gaussian_proposals) get_acceptance() (gmmmc.proposals.proposals.Proposal method) get_illegal() (gmmmc.proposals.proposals.Proposal method) GMM (class in gmmmc.gmm) GMMBlockMetropolisProposal (class in gmmmc.proposals.proposals) gmmmc.gmm (module)

gmmmc.monte_carlo (module) gmmmc.posterior (module) gmmmc.priors.prior (module) gmmmc.proposals.gaussian_proposals (module) gmmmc.proposals.proposals (module) GMMParameterPrior (class in gmmmc.priors.prior) GMMPosteriorTarget (class in gmmmc.posterior) GMMPrior (class in gmmmc.priors.prior)

I

invTransformSimplex() (gmmmc.proposals.gaussian_proposals.GaussianStepWeightsProposal method)

L

log_likelihood() (gmmmc.gmm.GMM method) log_prob() (gmmmc.posterior.GMMPosteriorTarget method) (gmmmc.priors.prior.CovarsStaticPrior method) (gmmmc.priors.prior.DiagCovarsUniformPrior method) (gmmmc.priors.prior.DiagCovarsWishartPrior method) (gmmmc.priors.prior.GMMParameterPrior method) (gmmmc.priors.prior.GMMPrior method) (gmmmc.priors.prior.MeansGaussianPrior method) (gmmmc.priors.prior.MeansUniformPrior method) (gmmmc.priors.prior.WeightsDirichletPrior method) (gmmmc.priors.prior.WeightsStaticPrior method) (gmmmc.priors.prior.WeightsUniformPrior method)

log_prob_single() (gmmmc.priors.prior.CovarsStaticPrior method) (gmmmc.priors.prior.DiagCovarsUniformPrior method) (gmmmc.priors.prior.DiagCovarsWishartPrior method) (gmmmc.priors.prior.GMMParameterPrior method) (gmmmc.priors.prior.MeansGaussianPrior method) (gmmmc.priors.prior.MeansUniformPrior method) (gmmmc.priors.prior.WeightsDirichletPrior method) (gmmmc.priors.prior.WeightsStaticPrior method) (gmmmc.priors.prior.WeightsUniformPrior method)

M

MarkovChain (class in gmmmc.monte_carlo) means (gmmmc.gmm.GMM attribute) MeansGaussianPrior (class in gmmmc.priors.prior)

MeansUniformPrior (class in gmmmc.priors.prior) MonteCarloBase (class in gmmmc.monte_carlo)

P

Proposal (class in gmmmc.proposals.proposals)

propose() (gmmmc.proposals.gaussian_proposals.GaussianStepCovarProposal method) (gmmmc.proposals.gaussian_proposals.GaussianStepMeansProposal method) (gmmmc.proposals.gaussian_proposals.GaussianStepWeightsProposal method) (gmmmc.proposals.gaussian_proposals.GaussianTuningStepMeansProposal method) (gmmmc.proposals.proposals.GMMBlockMetropolisProposal method) (gmmmc.proposals.proposals.Proposal method)

S

sample() (gmmmc.gmm.GMM method) (gmmmc.monte_carlo.AnnealedImportanceSampling method) (gmmmc.monte_carlo.MarkovChain method) (gmmmc.monte_carlo.MonteCarloBase method) (gmmmc.priors.prior.CovarsStaticPrior method) (gmmmc.priors.prior.DiagCovarsUniformPrior method) (gmmmc.priors.prior.DiagCovarsWishartPrior method) (gmmmc.priors.prior.GMMPrior method) (gmmmc.priors.prior.MeansGaussianPrior method) (gmmmc.priors.prior.MeansUniformPrior method) (gmmmc.priors.prior.WeightsDirichletPrior method) (gmmmc.priors.prior.WeightsStaticPrior method) (gmmmc.priors.prior.WeightsUniformPrior method)

T

transformSimplex() (gmmmc.proposals.gaussian_proposals.GaussianStepWeightsProposal method)

W

weights (gmmmc.gmm.GMM attribute) WeightsDirichletPrior (class in gmmmc.priors.prior)

WeightsStaticPrior (class in gmmmc.priors.prior) WeightsUniformPrior (class in gmmmc.priors.prior)