Index

_

__call__() (inference.runner_lampe.LampeRunner method) (inference.runner_pydelfi.DelfiRunner method) (inference.runner_sbi.ABCRunner method) (inference.runner_sbi.SBIRunner method) (inference.runner_sbi.SBIRunnerSequential method)

A

ABCRunner (class in inference.runner_sbi)

C

CustomIndependent (class in utils.distributions_pt)

D

dataloaders.loaders module DelfiRunner (class in inference.runner_pydelfi)

DelfiWrapper (class in inference.pydelfi_wrappers) DirectSampler (class in utils.samplers) Distribution (utils.distributions_pt.IndependentTruncatedNormal attribute) draw() (utils.distributions_tf.IndependentNormal method)

E

embedding.fcn module

EmceeSampler (class in utils.samplers)

F

FCN (class in embedding.fcn) flow() (utils.ndes_pt.LampeNPE method) forward() (embedding.fcn.FCN method) (utils.ndes_pt.LampeEnsemble method) (utils.ndes_pt.LampeNPE method)

from_config() (inference.runner_lampe.LampeRunner class method) (inference.runner_pydelfi.DelfiRunner class method) (inference.runner_sbi.ABCRunner class method) (inference.runner_sbi.SBIRunner class method)

G

get_all_data() (dataloaders.loaders.NumpyLoader method) (dataloaders.loaders.SummarizerDatasetLoader method) (dataloaders.loaders.TorchLoader method) get_all_parameters() (dataloaders.loaders.NumpyLoader method) (dataloaders.loaders.TorchLoader method)

get_fid_parameters() (dataloaders.loaders.NumpyLoader method) (dataloaders.loaders.TorchLoader method) get_nodes_for_stage() (dataloaders.loaders.SummarizerDatasetLoader method) get_obs_data() (dataloaders.loaders.NumpyLoader method) (dataloaders.loaders.TorchLoader method)

I

IndependentBeta (class in utils.distributions_pt) IndependentCauchy (class in utils.distributions_pt) IndependentChi2 (class in utils.distributions_pt) IndependentExponential (class in utils.distributions_pt) IndependentFisherSnedecor (class in utils.distributions_pt) IndependentGamma (class in utils.distributions_pt) IndependentGumbel (class in utils.distributions_pt) IndependentHalfCauchy (class in utils.distributions_pt) IndependentHalfNormal (class in utils.distributions_pt) IndependentLaplace (class in utils.distributions_pt) IndependentLogNormal (class in utils.distributions_pt) IndependentNormal (class in utils.distributions_pt) (class in utils.distributions_tf) IndependentPareto (class in utils.distributions_pt)

IndependentStudentT (class in utils.distributions_pt) IndependentTruncatedNormal (class in utils.distributions_pt) (class in utils.distributions_tf) IndependentUniform (class in utils.distributions_pt) IndependentVonMises (class in utils.distributions_pt) IndependentWeibull (class in utils.distributions_pt) inference.pydelfi_wrappers module inference.runner_lampe module inference.runner_pydelfi module inference.runner_sbi module initalize_model() (embedding.fcn.FCN method)

L

LampeEnsemble (class in utils.ndes_pt) LampeNPE (class in utils.ndes_pt) LampeRunner (class in inference.runner_lampe) load_class() (in module utils.import_utils) load_engine() (inference.pydelfi_wrappers.DelfiWrapper class method) load_from_config() (in module utils.import_utils) load_nde_lampe() (in module utils.ndes_pt)

load_nde_pydelfi() (in module utils.ndes_tf) load_nde_sbi() (in module utils.ndes_pt) load_ndes() (inference.pydelfi_wrappers.DelfiWrapper static method) load_parameters() (dataloaders.loaders.SummarizerDatasetLoader method) log_posterior_stacked() (inference.pydelfi_wrappers.DelfiWrapper method) log_prob() (utils.ndes_pt.LampeEnsemble method) logpdf() (utils.distributions_tf.IndependentNormal method) LowRankMultivariateNormal (class in utils.distributions_pt)

M

module dataloaders.loaders embedding.fcn inference.pydelfi_wrappers inference.runner_lampe inference.runner_pydelfi inference.runner_sbi utils.distributions_pt utils.distributions_tf utils.import_utils utils.ndes_pt utils.ndes_tf utils.samplers

MultivariateNormal (class in utils.distributions_pt) MultivariateTruncatedNormal (class in utils.distributions_tf)

N

NumpyLoader (class in dataloaders.loaders)

P

pdf() (utils.distributions_tf.IndependentNormal method) potential() (inference.pydelfi_wrappers.DelfiWrapper method) (utils.ndes_pt.LampeEnsemble method) (utils.ndes_pt.LampeNPE method)

PyroSampler (class in utils.samplers)

S

sample() (inference.pydelfi_wrappers.DelfiWrapper method) (utils.ndes_pt.LampeEnsemble method) (utils.ndes_pt.LampeNPE method) (utils.samplers.DirectSampler method) (utils.samplers.EmceeSampler method) (utils.samplers.PyroSampler method) (utils.samplers.VISampler method)

save_engine() (inference.pydelfi_wrappers.DelfiWrapper method) SBIRunner (class in inference.runner_sbi) SBIRunnerSequential (class in inference.runner_sbi) SBISimulator (class in dataloaders.loaders) set_simulator() (dataloaders.loaders.SBISimulator method) simulate() (dataloaders.loaders.SBISimulator method) StaticNumpyLoader (class in dataloaders.loaders) SummarizerDatasetLoader (class in dataloaders.loaders)

T

to() (utils.ndes_pt.LampeEnsemble method) (utils.ndes_pt.LampeNPE method)

TorchLoader (class in dataloaders.loaders)

U

Uniform (class in utils.distributions_tf) (in module utils.distributions_pt) update() (in module utils.import_utils) utils.distributions_pt module utils.distributions_tf module

utils.import_utils module utils.ndes_pt module utils.ndes_tf module utils.samplers module

V

VISampler (class in utils.samplers)