Index

A

add() (bayesloop.core.OnlineStudy method) addTM() (bayesloop.core.OnlineStudy method)

addTransitionModel() (bayesloop.core.OnlineStudy method) AlphaStableRandomWalk (class in bayesloop.transitionModels) AR1 (class in bayesloop.observationModels)

B

bayesloop.core (module) bayesloop.fileIO (module) bayesloop.observationModels (module)

bayesloop.transitionModels (module) Bernoulli (class in bayesloop.observationModels) BreakPoint (class in bayesloop.transitionModels)

C

ChangePoint (class in bayesloop.transitionModels) ChangepointStudy (class in bayesloop.core) CombinedTransitionModel (class in bayesloop.transitionModels) computeForwardPrior() (bayesloop.transitionModels.AlphaStableRandomWalk method) (bayesloop.transitionModels.ChangePoint method) (bayesloop.transitionModels.CombinedTransitionModel method) (bayesloop.transitionModels.Deterministic method) (bayesloop.transitionModels.GaussianRandomWalk method) (bayesloop.transitionModels.Independent method) (bayesloop.transitionModels.NotEqual method) (bayesloop.transitionModels.RegimeSwitch method) (bayesloop.transitionModels.SerialTransitionModel method) (bayesloop.transitionModels.Static method)

convolve() (bayesloop.transitionModels.AlphaStableRandomWalk method) createKernel() (bayesloop.transitionModels.AlphaStableRandomWalk method)

D

Deterministic (class in bayesloop.transitionModels)

E

estimateParameterValues() (bayesloop.observationModels.AR1 method) (bayesloop.observationModels.Bernoulli method) (bayesloop.observationModels.Gaussian method) (bayesloop.observationModels.GaussianMean method) (bayesloop.observationModels.Laplace method) (bayesloop.observationModels.Poisson method) (bayesloop.observationModels.ScaledAR1 method) (bayesloop.observationModels.WhiteNoise method)

eval() (bayesloop.core.Study method)

F

fit() (bayesloop.core.ChangepointStudy method) (bayesloop.core.HyperStudy method) (bayesloop.core.Study method)

G

Gaussian (class in bayesloop.observationModels) GaussianMean (class in bayesloop.observationModels) GaussianRandomWalk (class in bayesloop.transitionModels) getCHPD() (bayesloop.core.OnlineStudy method) getCPD() (bayesloop.core.OnlineStudy method) getCTMD() (bayesloop.core.OnlineStudy method) getCTMP() (bayesloop.core.OnlineStudy method) getCurrentHyperParameterDistribution() (bayesloop.core.OnlineStudy method) getCurrentParameterDistribution() (bayesloop.core.OnlineStudy method) getCurrentParameterMeanValue() (bayesloop.core.OnlineStudy method) getCurrentTransitionModelDistribution() (bayesloop.core.OnlineStudy method) getCurrentTransitionModelProbability() (bayesloop.core.OnlineStudy method) getDD() (bayesloop.core.ChangepointStudy method) getDurationDistribution() (bayesloop.core.ChangepointStudy method) getHPD() (bayesloop.core.HyperStudy method) (bayesloop.core.OnlineStudy method) getHPDs() (bayesloop.core.OnlineStudy method) getHyperParameterDistribution() (bayesloop.core.HyperStudy method) (bayesloop.core.OnlineStudy method)

getHyperParameterDistributions() (bayesloop.core.OnlineStudy method) getHyperParameterMeanValue() (bayesloop.core.OnlineStudy method) getHyperParameterMeanValues() (bayesloop.core.OnlineStudy method) getHyperParameterValue() (bayesloop.core.Study method) getJHPD() (bayesloop.core.HyperStudy method) getJointHyperParameterDistribution() (bayesloop.core.HyperStudy method) getParameterDistribution() (bayesloop.core.OnlineStudy method) (bayesloop.core.Study method) getParameterDistributions() (bayesloop.core.OnlineStudy method) (bayesloop.core.Study method) getParameterMeanValue() (bayesloop.core.OnlineStudy method) getParameterMeanValues() (bayesloop.core.OnlineStudy method) (bayesloop.core.Study method) getPD() (bayesloop.core.OnlineStudy method) (bayesloop.core.Study method) getPDs() (bayesloop.core.OnlineStudy method) (bayesloop.core.Study method) getTMPs() (bayesloop.core.OnlineStudy method) getTransitionModelDistributions() (bayesloop.core.OnlineStudy method) getTransitionModelProbabilities() (bayesloop.core.OnlineStudy method)

H

HyperStudy (class in bayesloop.core)

I

Independent (class in bayesloop.transitionModels)

J

jeffreys() (bayesloop.observationModels.Bernoulli method) (bayesloop.observationModels.Gaussian method) (bayesloop.observationModels.Laplace method) (bayesloop.observationModels.Poisson method) (bayesloop.observationModels.WhiteNoise method)

L

Laplace (class in bayesloop.observationModels) load() (bayesloop.core.Study method) (in module bayesloop.fileIO)

loadData() (bayesloop.core.Study method) loadExampleData() (bayesloop.core.Study method)

N

NotEqual (class in bayesloop.transitionModels)

NumPy (class in bayesloop.observationModels)

O

ObservationModel (class in bayesloop.observationModels)

OnlineStudy (class in bayesloop.core) optimize() (bayesloop.core.Study method)

P

Parser (class in bayesloop) pdf() (bayesloop.observationModels.AR1 method) (bayesloop.observationModels.Bernoulli method) (bayesloop.observationModels.Gaussian method) (bayesloop.observationModels.GaussianMean method) (bayesloop.observationModels.Laplace method) (bayesloop.observationModels.NumPy method) (bayesloop.observationModels.Poisson method) (bayesloop.observationModels.ScaledAR1 method) (bayesloop.observationModels.SciPy method) (bayesloop.observationModels.SymPy method) (bayesloop.observationModels.WhiteNoise method)

plot() (bayesloop.core.HyperStudy method) (bayesloop.core.OnlineStudy method) (bayesloop.core.Study method) plotHyperParameterEvolution() (bayesloop.core.OnlineStudy method) plotParameterEvolution() (bayesloop.core.OnlineStudy method) (bayesloop.core.Study method) Poisson (class in bayesloop.observationModels) processedPdf() (bayesloop.observationModels.ObservationModel method)

R

RegimeSwitch (class in bayesloop.transitionModels)

S

save() (in module bayesloop.fileIO) ScaledAR1 (class in bayesloop.observationModels) SciPy (class in bayesloop.observationModels) SerialTransitionModel (class in bayesloop.transitionModels) set() (bayesloop.core.Study method) setObservationModel() (bayesloop.core.Study method) setOM() (bayesloop.core.Study method)

setTM() (bayesloop.core.Study method) setTransitionModel() (bayesloop.core.Study method) setTransitionModelPrior() (bayesloop.core.OnlineStudy method) simulate() (bayesloop.core.Study method) Static (class in bayesloop.transitionModels) step() (bayesloop.core.OnlineStudy method) Study (class in bayesloop.core) SymPy (class in bayesloop.observationModels)

T

TransitionModel (class in bayesloop.transitionModels)

W

WhiteNoise (class in bayesloop.observationModels)