Index

_

_AggregatedIMNN (class in imnn.imnn._aggregated_imnn) _bytes_feature() (imnn.TFRecords method) _calculate_F_statistics() (imnn.imnn._imnn._IMNN method) _calculate_loss() (imnn.imnn._imnn._IMNN method) _check_loop_vars() (imnn.imnn._imnn._IMNN method) _collect_input() (imnn.AggregatedGradientIMNN method) (imnn.AggregatedNumericalGradientIMNN method) (imnn.AggregatedSimulatorIMNN method) (imnn.imnn._aggregated_imnn._AggregatedIMNN method) (imnn.NumericalGradientIMNN method) _construct_derivatives() (imnn.imnn._imnn._IMNN method) (imnn.NumericalGradientIMNN method) _construct_gradient() (imnn.imnn._aggregated_imnn._AggregatedIMNN method) _fit() (imnn.imnn._imnn._IMNN method) _fit_cond() (imnn.imnn._imnn._IMNN method) _get_batch_summaries() (imnn.imnn._aggregated_imnn._AggregatedIMNN method) _get_F_statistics() (imnn.imnn._imnn._IMNN method) _get_fitting_keys() (imnn.imnn._imnn._IMNN method) (imnn.SimulatorIMNN method) _get_loss() (imnn.imnn._imnn._IMNN method) _get_regularisation() (imnn.imnn._imnn._IMNN method) _get_regularisation_strength() (imnn.imnn._imnn._IMNN method) _IMNN (class in imnn.imnn._imnn) _initialise_history() (imnn.imnn._imnn._IMNN method) _initialise_model() (imnn.imnn._imnn._IMNN method) _initialise_parameters() (imnn.imnn._imnn._IMNN method) _int64_feature() (imnn.TFRecords method) _scatter_plot() (imnn.lfi.LikelihoodFreeInference method)

_set_batch_functions() (imnn.AggregatedNumericalGradientIMNN method) (imnn.imnn._aggregated_imnn._AggregatedIMNN method) _set_data() (imnn.DatasetGradientIMNN method) (imnn.DatasetNumericalGradientIMNN method) (imnn.GradientIMNN method) (imnn.NumericalGradientIMNN method) _set_dataset() (imnn.AggregatedGradientIMNN method) (imnn.AggregatedNumericalGradientIMNN method) (imnn.DatasetGradientIMNN method) (imnn.DatasetNumericalGradientIMNN method) _set_devices() (imnn.imnn._aggregated_imnn._AggregatedIMNN method) _set_history() (imnn.imnn._imnn._IMNN method) _set_inputs() (imnn.imnn._imnn._IMNN method) _set_prebuilt_dataset() (imnn.DatasetGradientIMNN method) _set_shapes() (imnn.AggregatedGradientIMNN method) (imnn.AggregatedNumericalGradientIMNN method) (imnn.AggregatedSimulatorIMNN method) (imnn.imnn._aggregated_imnn._AggregatedIMNN method) _setup_plot() (imnn.imnn._imnn._IMNN method) _setup_progress_bar() (imnn.imnn._aggregated_imnn._AggregatedIMNN method) _slogdet() (imnn.imnn._imnn._IMNN method) _split_dΛ_dx() (imnn.AggregatedGradientIMNN method) (imnn.AggregatedNumericalGradientIMNN method) (imnn.AggregatedSimulatorIMNN method) (imnn.imnn._aggregated_imnn._AggregatedIMNN method) _update_history() (imnn.imnn._imnn._IMNN method) _update_loop_vars() (imnn.imnn._imnn._IMNN method) _update_progress_bar() (imnn.imnn._aggregated_imnn._AggregatedIMNN method)

A

AggregatedGradientIMNN (class in imnn) AggregatedNumericalGradientIMNN (class in imnn)

AggregatedSimulatorIMNN (class in imnn) ApproximateBayesianComputation (class in imnn.lfi)

C

check_func() (imnn.TFRecords method) check_params() (imnn.TFRecords method)

check_size() (imnn.TFRecords method) compressor() (imnn.lfi.ApproximateBayesianComputation method)

D

DatasetGradientIMNN (class in imnn) DatasetNumericalGradientIMNN (class in imnn)

derivative_parser() (imnn.TFRecords method) derivative_serialiser() (imnn.TFRecords method)

E

euclidean_distance() (imnn.lfi.ApproximateBayesianComputation method)

F

F_distance() (imnn.lfi.ApproximateBayesianComputation method) fiducial_serialiser() (imnn.TFRecords method)

fit() (imnn.imnn._aggregated_imnn._AggregatedIMNN method) (imnn.imnn._imnn._IMNN method)

G

GaussianApproximation (class in imnn.lfi) get_estimate() (imnn.imnn._imnn._IMNN method) get_file() (imnn.TFRecords method) get_gradient() (imnn.AggregatedGradientIMNN method) (imnn.AggregatedNumericalGradientIMNN method) (imnn.AggregatedSimulatorIMNN method) (imnn.imnn._aggregated_imnn._AggregatedIMNN method) get_gridsize() (imnn.lfi.LikelihoodFreeInference method) get_initial_seed() (imnn.TFRecords method) get_levels() (imnn.lfi.LikelihoodFreeInference method) get_marginals() (imnn.lfi.ApproximateBayesianComputation method) (imnn.lfi.GaussianApproximation method) get_min_accepted() (imnn.lfi.ApproximateBayesianComputation method) get_samples() (imnn.lfi.ApproximateBayesianComputation method)

get_seed() (imnn.TFRecords method) get_serialiser() (imnn.TFRecords method) get_summaries() (imnn.AggregatedGradientIMNN method) (imnn.AggregatedNumericalGradientIMNN method) (imnn.AggregatedSimulatorIMNN method) (imnn.GradientIMNN method) (imnn.imnn._aggregated_imnn._AggregatedIMNN method) (imnn.imnn._imnn._IMNN method) (imnn.NumericalGradientIMNN method) (imnn.SimulatorIMNN method) get_summary() (imnn.AggregatedGradientIMNN method) (imnn.AggregatedNumericalGradientIMNN method) (imnn.AggregatedSimulatorIMNN method) get_α() (imnn.imnn._imnn._IMNN method) GradientIMNN (class in imnn)

I

IMNN() (in module imnn)

L

LikelihoodFreeInference (class in imnn.lfi)

M

marginal_plot() (imnn.lfi.LikelihoodFreeInference method)

move_samples() (imnn.lfi.PopulationMonteCarlo method)

N

numerical_derivative_parser() (imnn.TFRecords method)

NumericalGradientIMNN (class in imnn)

P

parser() (imnn.TFRecords method) plot() (imnn.imnn._imnn._IMNN method)

PopulationMonteCarlo (class in imnn.lfi) prior() (imnn.lfi.LikelihoodFreeInference method) put_marginals() (imnn.lfi.LikelihoodFreeInference method)

S

scatter_plot() (imnn.lfi.ApproximateBayesianComputation method) scatter_summaries() (imnn.lfi.ApproximateBayesianComputation method) set_accepted() (imnn.lfi.ApproximateBayesianComputation method) (imnn.lfi.PopulationMonteCarlo method) set_F_statistics() (imnn.imnn._imnn._IMNN method)

set_marginals() (imnn.lfi.ApproximateBayesianComputation method) set_samples() (imnn.lfi.ApproximateBayesianComputation method) (imnn.lfi.PopulationMonteCarlo method) setup_plot() (imnn.lfi.LikelihoodFreeInference method) simulator() (imnn.lfi.ApproximateBayesianComputation method) SimulatorIMNN (class in imnn)

T

target_choice() (imnn.lfi.LikelihoodFreeInference method)

TFRecords (class in imnn)

W

write_record() (imnn.TFRecords method)