Index

A

add_transition_model() (bayesloop.core.OnlineStudy method)

AlphaStableRandomWalk (class in bayesloop.transition_models) AR1 (class in bayesloop.observation_models)

B

bayesloop.core module bayesloop.file_io module bayesloop.observation_models module

bayesloop.transition_models module Bernoulli (class in bayesloop.observation_models) BivariateRandomWalk (class in bayesloop.transition_models) BreakPoint (class in bayesloop.transition_models)

C

ChangePoint (class in bayesloop.transition_models) ChangepointStudy (class in bayesloop.core) CombinedTransitionModel (class in bayesloop.transition_models) compute_forward_prior() (bayesloop.transition_models.AlphaStableRandomWalk method) (bayesloop.transition_models.BivariateRandomWalk method) (bayesloop.transition_models.ChangePoint method) (bayesloop.transition_models.CombinedTransitionModel method) (bayesloop.transition_models.Deterministic method) (bayesloop.transition_models.GaussianRandomWalk method) (bayesloop.transition_models.Independent method) (bayesloop.transition_models.NotEqual method) (bayesloop.transition_models.RegimeSwitch method) (bayesloop.transition_models.SerialTransitionModel method) (bayesloop.transition_models.Static method)

convolve() (bayesloop.transition_models.AlphaStableRandomWalk method) create_kernel() (bayesloop.transition_models.AlphaStableRandomWalk method)

D

Deterministic (class in bayesloop.transition_models)

E

estimate_parameter_values() (bayesloop.observation_models.AR1 method) (bayesloop.observation_models.Bernoulli method) (bayesloop.observation_models.Gaussian method) (bayesloop.observation_models.GaussianMean method) (bayesloop.observation_models.Laplace method) (bayesloop.observation_models.Poisson method) (bayesloop.observation_models.ScaledAR1 method) (bayesloop.observation_models.WhiteNoise method)

F

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

G

Gaussian (class in bayesloop.observation_models) gaussian_kernel_1d() (in module bayesloop.transition_models) GaussianMean (class in bayesloop.observation_models) GaussianRandomWalk (class in bayesloop.transition_models) get_current_hyper_parameter_distribution() (bayesloop.core.OnlineStudy method) get_current_parameter_distribution() (bayesloop.core.OnlineStudy method) get_current_parameter_mean_value() (bayesloop.core.OnlineStudy method) get_current_transition_model_distribution() (bayesloop.core.OnlineStudy method) get_current_transition_model_probability() (bayesloop.core.OnlineStudy method) get_duration_distribution() (bayesloop.core.ChangepointStudy method) get_hyper_parameter_distribution() (bayesloop.core.HyperStudy method) (bayesloop.core.OnlineStudy method) get_hyper_parameter_distributions() (bayesloop.core.OnlineStudy method)

get_hyper_parameter_mean_value() (bayesloop.core.OnlineStudy method) get_hyper_parameter_mean_values() (bayesloop.core.OnlineStudy method) get_hyper_parameter_value() (bayesloop.core.Study method) get_joint_hyper_parameter_distribution() (bayesloop.core.HyperStudy method) (bayesloop.core.OnlineStudy method) get_parameter_distribution() (bayesloop.core.OnlineStudy method) (bayesloop.core.Study method) get_parameter_distributions() (bayesloop.core.OnlineStudy method) (bayesloop.core.Study method) get_parameter_mean_value() (bayesloop.core.OnlineStudy method) get_parameter_mean_values() (bayesloop.core.OnlineStudy method) (bayesloop.core.Study method) get_transition_model_distributions() (bayesloop.core.OnlineStudy method) get_transition_model_probabilities() (bayesloop.core.OnlineStudy method)

H

HyperStudy (class in bayesloop.core)

I

Independent (class in bayesloop.transition_models)

J

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

L

Laplace (class in bayesloop.observation_models) load() (in module bayesloop.file_io)

load_data() (bayesloop.core.Study method) load_example_data() (bayesloop.core.Study method)

M

module bayesloop.core bayesloop.file_io bayesloop.observation_models bayesloop.transition_models

N

NotEqual (class in bayesloop.transition_models)

NumPy (class in bayesloop.observation_models)

O

ObservationModel (class in bayesloop.observation_models) OnlineStudy (class in bayesloop.core)

optimize() (bayesloop.core.HyperStudy method) (bayesloop.core.Study method)

P

pdf() (bayesloop.observation_models.AR1 method) (bayesloop.observation_models.Bernoulli method) (bayesloop.observation_models.Gaussian method) (bayesloop.observation_models.GaussianMean method) (bayesloop.observation_models.Laplace method) (bayesloop.observation_models.NumPy method) (bayesloop.observation_models.Poisson method) (bayesloop.observation_models.ScaledAR1 method) (bayesloop.observation_models.SciPy method) (bayesloop.observation_models.SymPy method) (bayesloop.observation_models.WhiteNoise method) plot() (bayesloop.core.HyperStudy method) (bayesloop.core.OnlineStudy method) (bayesloop.core.Study method)

plot_hyper_parameter_evolution() (bayesloop.core.OnlineStudy method) plot_parameter_evolution() (bayesloop.core.OnlineStudy method) (bayesloop.core.Study method) Poisson (class in bayesloop.observation_models) prepare_grid() (bayesloop.observation_models.AR1 method) (bayesloop.observation_models.Bernoulli method) (bayesloop.observation_models.Gaussian method) (bayesloop.observation_models.Laplace method) (bayesloop.observation_models.ObservationModel method) (bayesloop.observation_models.Poisson method) (bayesloop.observation_models.ScaledAR1 method) (bayesloop.observation_models.WhiteNoise method) processed_pdf() (bayesloop.observation_models.ObservationModel method)

R

RegimeSwitch (class in bayesloop.transition_models)

S

save() (in module bayesloop.file_io) ScaledAR1 (class in bayesloop.observation_models) SciPy (class in bayesloop.observation_models) SerialTransitionModel (class in bayesloop.transition_models) set() (bayesloop.core.Study method) set_observation_model() (bayesloop.core.Study method)

set_transition_model() (bayesloop.core.Study method) set_transition_model_prior() (bayesloop.core.OnlineStudy method) simulate() (bayesloop.core.Study method) Static (class in bayesloop.transition_models) step() (bayesloop.core.OnlineStudy method) Study (class in bayesloop.core) SymPy (class in bayesloop.observation_models)

T

TransitionModel (class in bayesloop.transition_models)

W

WhiteNoise (class in bayesloop.observation_models)