Index

A

AGPUtility() (in module approxposterior.utility) ApproxPosterior (class in approxposterior.approx) approxposterior.approx (module) approxposterior.gmmUtils (module)

approxposterior.gpUtils (module) approxposterior.likelihood (module) approxposterior.mcmcUtils (module) approxposterior.utility (module)

B

BAPEUtility() (in module approxposterior.utility)

batchMeansMCSE() (in module approxposterior.mcmcUtils) bayesOpt() (approxposterior.approx.ApproxPosterior method)

D

defaultGP() (in module approxposterior.gpUtils)

defaultHyperPrior() (in module approxposterior.gpUtils)

E

estimateBurnin() (in module approxposterior.mcmcUtils)

F

findMAP() (approxposterior.approx.ApproxPosterior method)

findNextPoint() (approxposterior.approx.ApproxPosterior method) fitGMM() (in module approxposterior.gmmUtils)

J

JonesUtility() (in module approxposterior.utility)

K

klNumerical() (in module approxposterior.utility)

L

logsubexp() (in module approxposterior.utility)

M

minimizeObjective() (in module approxposterior.utility)

O

optGP() (approxposterior.approx.ApproxPosterior method)

optimizeGP() (in module approxposterior.gpUtils)

R

rosenbrockLnlike() (in module approxposterior.likelihood) rosenbrockLnprior() (in module approxposterior.likelihood) rosenbrockLnprob() (in module approxposterior.likelihood)

rosenbrockSample() (in module approxposterior.likelihood) run() (approxposterior.approx.ApproxPosterior method) runMCMC() (approxposterior.approx.ApproxPosterior method)

S

sphereLnlike() (in module approxposterior.likelihood)

sphereLnprior() (in module approxposterior.likelihood) sphereSample() (in module approxposterior.likelihood)

T

testBOFn() (in module approxposterior.likelihood)

testBOFnLnPrior() (in module approxposterior.likelihood) testBOFnSample() (in module approxposterior.likelihood)

V

validateMCMCKwargs() (in module approxposterior.mcmcUtils)