Index

A

add_baseline_priors() (bayes_spec.base_model.BaseModel method) (bayes_spec.BaseModel method) add_likelihood() (bayes_spec.base_model.BaseModel method) (bayes_spec.BaseModel method) (bayes_spec.models.gauss_model.GaussModel method) (bayes_spec.models.gauss_noise_model.GaussNoiseModel method) (bayes_spec.models.GaussModel method) (bayes_spec.models.GaussNoiseModel method) (bayes_spec.Optimize method) (bayes_spec.optimize.Optimize method)

add_priors() (bayes_spec.base_model.BaseModel method) (bayes_spec.BaseModel method) (bayes_spec.models.gauss_model.GaussModel method) (bayes_spec.models.gauss_noise_model.GaussNoiseModel method) (bayes_spec.models.GaussModel method) (bayes_spec.models.GaussNoiseModel method) (bayes_spec.Optimize method) (bayes_spec.optimize.Optimize method)

B

baseline_deterministics (bayes_spec.base_model.BaseModel property) (bayes_spec.BaseModel property) baseline_freeRVs (bayes_spec.base_model.BaseModel property) (bayes_spec.BaseModel property) BaseModel (class in bayes_spec) (class in bayes_spec.base_model) bayes_spec module bayes_spec.base_model module bayes_spec.cluster_posterior module bayes_spec.models module bayes_spec.models.gauss_model module

bayes_spec.models.gauss_noise_model module bayes_spec.nuts module bayes_spec.optimize module bayes_spec.plots module bayes_spec.spec_data module bayes_spec.utils module bic() (bayes_spec.base_model.BaseModel method) (bayes_spec.BaseModel method) bics (bayes_spec.Optimize property) (bayes_spec.optimize.Optimize property)

C

cloud_deterministics (bayes_spec.base_model.BaseModel property) (bayes_spec.BaseModel property)

cloud_freeRVs (bayes_spec.base_model.BaseModel property) (bayes_spec.BaseModel property) cluster_posterior() (in module bayes_spec.cluster_posterior)

F

fit() (bayes_spec.base_model.BaseModel method) (bayes_spec.BaseModel method)

fit_all() (bayes_spec.Optimize method) (bayes_spec.optimize.Optimize method)

G

gaussian() (in module bayes_spec.utils) GaussModel (class in bayes_spec.models) (class in bayes_spec.models.gauss_model)

GaussNoiseModel (class in bayes_spec.models) (class in bayes_spec.models.gauss_noise_model) graph() (bayes_spec.base_model.BaseModel method) (bayes_spec.BaseModel method)

H

hyper_deterministics (bayes_spec.base_model.BaseModel property) (bayes_spec.BaseModel property)

hyper_freeRVs (bayes_spec.base_model.BaseModel property) (bayes_spec.BaseModel property)

I

init_nuts() (in module bayes_spec.nuts)

L

labeller (bayes_spec.base_model.BaseModel property) (bayes_spec.BaseModel property)

M

mean_lnlike() (bayes_spec.base_model.BaseModel method) (bayes_spec.BaseModel method) module bayes_spec bayes_spec.base_model bayes_spec.cluster_posterior bayes_spec.models bayes_spec.models.gauss_model bayes_spec.models.gauss_noise_model bayes_spec.nuts bayes_spec.optimize bayes_spec.plots bayes_spec.spec_data bayes_spec.utils

N

normalize_brightness() (bayes_spec.spec_data.SpecData method) (bayes_spec.SpecData method) normalize_spectral() (bayes_spec.spec_data.SpecData method) (bayes_spec.SpecData method)

null_bic (bayes_spec.Optimize property) (bayes_spec.optimize.Optimize property) null_bic() (bayes_spec.base_model.BaseModel method) (bayes_spec.BaseModel method)

O

Optimize (class in bayes_spec) (class in bayes_spec.optimize)

optimize() (bayes_spec.Optimize method) (bayes_spec.optimize.Optimize method)

P

plot_pair() (in module bayes_spec.plots) plot_predictive() (in module bayes_spec.plots) plot_traces() (in module bayes_spec.plots)

predict() (bayes_spec.models.gauss_model.GaussModel method) (bayes_spec.models.GaussModel method) predict_baseline() (bayes_spec.base_model.BaseModel method) (bayes_spec.BaseModel method)

R

reset_results() (bayes_spec.base_model.BaseModel method) (bayes_spec.BaseModel method)

S

sample() (bayes_spec.base_model.BaseModel method) (bayes_spec.BaseModel method) sample_all() (bayes_spec.Optimize method) (bayes_spec.optimize.Optimize method) sample_posterior_predictive() (bayes_spec.base_model.BaseModel method) (bayes_spec.BaseModel method) sample_prior_predictive() (bayes_spec.base_model.BaseModel method) (bayes_spec.BaseModel method)

sample_smc() (bayes_spec.base_model.BaseModel method) (bayes_spec.BaseModel method) sample_smc_all() (bayes_spec.Optimize method) (bayes_spec.optimize.Optimize method) solve() (bayes_spec.base_model.BaseModel method) (bayes_spec.BaseModel method) SpecData (class in bayes_spec) (class in bayes_spec.spec_data)

U

unique_solution (bayes_spec.base_model.BaseModel property) (bayes_spec.BaseModel property) unnormalize_brightness() (bayes_spec.spec_data.SpecData method) (bayes_spec.SpecData method)

unnormalize_spectral() (bayes_spec.spec_data.SpecData method) (bayes_spec.SpecData method)