Index

A

add_defaults_for_missing_detectors() (in module dingo.gw.gwutils) add_phase() (dingo.gw.domains.base_frequency_domain.BaseFrequencyDomain static method) AddWhiteNoiseComplex (class in dingo.gw.transforms) (class in dingo.gw.transforms.noise_transforms) alpha() (dingo.core.posterior_models.score_matching.ScoreDiffusionPosteriorModel method) annotations (dingo.core.inference.composer.GibbsBlock attribute) (dingo.core.inference.steps.Factor attribute) (dingo.core.inference.steps.Reparametrization attribute) (dingo.core.inference.steps.Step attribute) (dingo.core.inference.steps.TargetCorrection property)

append_stage() (in module dingo.gw.training.utils) apply_func_with_multiprocessing() (in module dingo.core.multiprocessing) ApplyCalibrationToWaveform (class in dingo.gw.transforms.detector_transforms) ApplySVD (class in dingo.gw.SVD) approximant (dingo.gw.result.Result property) asd (dingo.gw.injection.GWSignal property) ASDDataset (class in dingo.gw.noise.asd_dataset) autocomplete_model_kwargs() (in module dingo.core.posterior_models.build_model) AvgTracker (class in dingo.core.utils.trainutils)

B

base_metadata (dingo.core.posterior_models.base_model.BasePosteriorModel property) (dingo.core.result.Result property) BaseFrequencyDomain (class in dingo.gw.domains.base_frequency_domain) BasePosteriorModel (class in dingo.core.posterior_models.base_model) BBHExtrinsicPriorDict (class in dingo.gw.prior) beta() (dingo.core.posterior_models.score_matching.ScoreDiffusionPosteriorModel method) build_dataset() (in module dingo.gw.training.train_builders)

build_domain() (in module dingo.gw.domains.build_domain) build_domain_from_model_metadata() (in module dingo.gw.domains.build_domain) build_model_from_kwargs() (in module dingo.core.posterior_models.build_model) build_prior_with_defaults() (in module dingo.gw.prior) build_stationary_gaussian_likelihood() (in module dingo.gw.likelihood) build_svd_cli() (in module dingo.gw.dataset.utils) build_svd_for_embedding_network() (in module dingo.gw.training.train_builders) build_train_and_test_loaders() (in module dingo.core.utils.torchutils)

C

cache_loss() (dingo.core.utils.trainutils.LossInfo method) calibration_marginalization_kwargs (dingo.gw.injection.GWSignal property) (dingo.gw.result.Result property) (dingo.pipe.importance_sampling.ImportanceSamplingInput property) calibration_sampling_kwargs (dingo.gw.result.Result property) call_func_strict_output_dim() (in module dingo.core.utils.misc) cartesian_spins() (in module dingo.gw.conversion.spin_conversion) CATALOGS (in module dingo.gw.noise.utils) ChainComposer (class in dingo.core.inference.composer) change_spin_conversion_phase() (in module dingo.gw.conversion.spin_conversion) check_accounting() (dingo.pipe.main.MainInput method) check_data_compatibility() (dingo.gw.domains.base_frequency_domain.BaseFrequencyDomain method) check_detector_update() (in module dingo.gw.frequency_updates) check_directory_exists_and_if_not_mkdir() (in module dingo.core.utils.logging_utils) check_domain_compatibility() (in module dingo.gw.noise.asd_dataset) check_equal_dict_of_arrays() (in module dingo.core.result) check_frequency_updates() (in module dingo.gw.frequency_updates) check_importance_sampling_frequency_range() (in module dingo.gw.frequency_updates) check_injection() (dingo.pipe.main.MainInput method) check_minimum_version() (in module dingo.core.utils.backward_compatibility) check_norm_option() (in module dingo.core.nn.resnet) check_psd_notches() (in module dingo.gw.frequency_updates) check_sample_in_domain() (in module dingo.gw.transforms.waveform_transforms) chirp_mass_scan() (in module dingo.gw.inference.scan) chirp_mass_scan_grid() (in module dingo.gw.inference.scan) chirp_prior_conditioning_settings() (in module dingo.gw.transforms.gnpe_transforms) ChirpPriorConditioning (class in dingo.gw.transforms.gnpe_transforms) chunk_and_concat() (in module dingo.core.inference.composer) cleanup_ddp() (in module dingo.core.utils.torchutils) compile_network() (in module dingo.core.nn.compile_utils) component_masses() (in module dingo.gw.conversion.spin_conversion) ComposedSampler (class in dingo.core.inference.composer) compress() (dingo.gw.SVD.SVDBasis method) compute_divergence() (in module dingo.core.posterior_models.cflow_base) compute_hutchinson_divergence() (in module dingo.core.posterior_models.cflow_base) compute_log_prior() (in module dingo.core.posterior_models.cflow_base) compute_max_decimation_factor() (in module dingo.gw.dataset.generate_multibanded_domain) compute_test_mismatches() (dingo.gw.SVD.SVDBasis method) compute_waveform_difference_per_decimation_factor() (in module dingo.gw.dataset.generate_multibanded_domain) conditioning (dingo.core.inference.steps.Factor attribute) (dingo.core.inference.steps.Reparametrization attribute) (dingo.core.inference.steps.Step attribute) (dingo.core.inference.steps.TargetCorrection attribute)

configure_runs() (in module dingo.gw.dataset.generate_dataset_dag) constraint_parameter_keys (dingo.core.result.Result property) contains_BatchNorm() (in module dingo.core.utils.torchutils) ContinuousFlow (class in dingo.core.nn.cfnets) ContinuousFlowPosteriorModel (class in dingo.core.posterior_models.cflow_base) convert_J_to_L0_frame() (in module dingo.gw.waveform_generator.frame_utils) copy_files_to_local() (in module dingo.gw.training.train_pipeline) copy_logfiles() (in module dingo.core.utils.condor_utils) (in module dingo.gw.training.train_pipeline_condor) copyfile() (in module dingo.core.utils.condor_utils) (in module dingo.core.utils.trainutils) (in module dingo.gw.training.train_pipeline_condor) CopyToExtrinsicParameters (class in dingo.gw.transforms.inference_transforms) correction() (dingo.core.inference.steps.TargetCorrection method) (dingo.gw.inference.steps.GNPEKernelCorrection method) create_args_string() (in module dingo.gw.dataset.generate_dataset_dag) (in module dingo.gw.noise.generate_dataset_dag) create_base_transform() (in module dingo.core.nn.nsf) create_cf() (in module dingo.core.nn.cfnets) create_dag() (in module dingo.gw.dataset.generate_dataset_dag) (in module dingo.gw.noise.generate_dataset_dag) create_data_dingo_injection() (dingo.pipe.data_generation.DataGenerationInput method) create_enet_with_projection_layer_and_dense_resnet() (in module dingo.core.nn.enets) create_generation_parser() (in module dingo.pipe.data_generation) create_linear_transform() (in module dingo.core.nn.nsf) create_mask_based_on_frequency_update() (in module dingo.gw.transforms.waveform_transforms) create_nsf_model() (in module dingo.core.nn.nsf) create_nsf_with_rb_projection_embedding_net() (in module dingo.core.nn.nsf) create_nsf_with_transformer_embedding_net() (in module dingo.core.nn.nsf) create_nsf_wrapped() (in module dingo.core.nn.nsf) create_parser() (in module dingo.pipe.parser) (in module dingo.pipe.plot) (in module dingo.pipe.pp_test) create_sampling_parser() (in module dingo.pipe.importance_sampling) (in module dingo.pipe.sampling) create_submission_file() (in module dingo.core.utils.condor_utils) (in module dingo.gw.training.train_pipeline_condor) create_submission_file_and_submit_job() (in module dingo.core.utils.condor_utils) create_transform() (in module dingo.core.nn.nsf) create_transformer_enet() (in module dingo.core.nn.transformer) CropMaskStrainRandom (class in dingo.gw.transforms.waveform_transforms) curve_fit() (in module dingo.gw.noise.synthetic.asd_parameterization)

D

d_inner_h_complex() (dingo.gw.likelihood.StationaryGaussianGWLikelihood method) data_to_domain() (in module dingo.gw.data.data_preparation) DataGenerationInput (class in dingo.pipe.data_generation) dataset_type (dingo.core.dataset.DingoDataset attribute) (dingo.core.result.Result attribute) (dingo.gw.data.event_dataset.EventDataset attribute) (dingo.gw.dataset.waveform_dataset.WaveformDataset attribute) (dingo.gw.noise.asd_dataset.ASDDataset attribute) (dingo.gw.result.Result attribute) (dingo.gw.SVD.SVDBasis attribute) decimate() (dingo.gw.domains.multibanded_frequency_domain.MultibandedFrequencyDomain method) decimate_recursive() (in module dingo.gw.transforms.waveform_transforms) decimate_uniform() (in module dingo.gw.domains.multibanded_frequency_domain) DecimateAll (class in dingo.gw.transforms.waveform_transforms) DecimateWaveformsAndASDS (class in dingo.gw.transforms.waveform_transforms) decompress() (dingo.gw.SVD.SVDBasis method) default_conversion_function() (dingo.gw.prior.BBHExtrinsicPriorDict method) delta_f (dingo.gw.domains.base_frequency_domain.BaseFrequencyDomain property) (dingo.gw.domains.uniform_frequency_domain.UniformFrequencyDomain property) (dingo.gw.domains.UniformFrequencyDomain property) delta_t (dingo.gw.domains.time_domain.TimeDomain property) DeltaFactor (class in dingo.core.inference.steps) DenseResidualNet (class in dingo.core.nn.resnet) density_recovery_settings (dingo.pipe.sampling.SamplingInput property) describe() (dingo.core.inference.composer.GibbsBlock method) (dingo.core.inference.steps.DeltaFactor method) (dingo.core.inference.steps.Factor method) (dingo.core.inference.steps.FlowFactor method) (dingo.core.inference.steps.PriorFactor method) (dingo.core.inference.steps.Reparametrization method) (dingo.core.inference.steps.TargetCorrection method) (dingo.gw.inference.steps.SyntheticPhaseFactor method) (dingo.gw.inference.steps.SyntheticPhasePsiFactor method) destandardize() (dingo.core.inference.steps.Standardization method) detect_asd_notches() (in module dingo.gw.gwutils) detectors (dingo.gw.inference.context.GWSamplerContext property) determine_dataset_type() (in module dingo.gw.ls_cli) device (dingo.core.inference.context.SamplerContext attribute) dict_to_string() (in module dingo.pipe.utils) dingo module dingo.asimov module dingo.core module dingo.core.dataset module dingo.core.density module dingo.core.density.interpolation module dingo.core.density.nde_settings module dingo.core.density.unconditional_density_estimation module dingo.core.inference module dingo.core.inference.composer module dingo.core.inference.context module dingo.core.inference.steps module dingo.core.likelihood module dingo.core.multiprocessing module dingo.core.nn module dingo.core.nn.cfnets module dingo.core.nn.compile_utils module dingo.core.nn.enets module dingo.core.nn.nsf module dingo.core.nn.resnet module dingo.core.nn.transformer module dingo.core.posterior_models module dingo.core.posterior_models.base_model module dingo.core.posterior_models.build_model module dingo.core.posterior_models.cflow_base module dingo.core.posterior_models.flow_matching module dingo.core.posterior_models.normalizing_flow module dingo.core.posterior_models.score_matching module dingo.core.result module dingo.core.transforms module dingo.core.utils module dingo.core.utils.backward_compatibility module dingo.core.utils.condor_utils module dingo.core.utils.gnpeutils module dingo.core.utils.logging_utils module dingo.core.utils.misc module dingo.core.utils.plotting module dingo.core.utils.pt_to_hdf5 module dingo.core.utils.torchutils module dingo.core.utils.trainutils module dingo.gw module dingo.gw.conversion module dingo.gw.conversion.spin_conversion module dingo.gw.data module dingo.gw.data.data_download module dingo.gw.data.data_preparation module dingo.gw.data.event_dataset module dingo.gw.dataset module dingo.gw.dataset.evaluate_multibanded_domain module dingo.gw.dataset.generate_dataset module dingo.gw.dataset.generate_dataset_dag module dingo.gw.dataset.generate_multibanded_domain module dingo.gw.dataset.utils module dingo.gw.dataset.waveform_dataset module dingo.gw.domains module dingo.gw.domains.base module dingo.gw.domains.base_frequency_domain module dingo.gw.domains.build_domain module dingo.gw.domains.multibanded_frequency_domain module dingo.gw.domains.time_domain module dingo.gw.domains.uniform_frequency_domain module

dingo.gw.download_strain_data module dingo.gw.frequency_updates module dingo.gw.gwutils module dingo.gw.inference module dingo.gw.inference.context module dingo.gw.inference.sampler module dingo.gw.inference.scan module dingo.gw.inference.steps module dingo.gw.inference.visualization module dingo.gw.injection module dingo.gw.likelihood module dingo.gw.ls_cli module dingo.gw.noise module dingo.gw.noise.asd_dataset module dingo.gw.noise.asd_estimation module dingo.gw.noise.generate_dataset module dingo.gw.noise.generate_dataset_dag module dingo.gw.noise.synthetic module dingo.gw.noise.synthetic.asd_parameterization module dingo.gw.noise.synthetic.asd_sampling module dingo.gw.noise.synthetic.generate_dataset module dingo.gw.noise.synthetic.utils module dingo.gw.noise.utils module dingo.gw.prior module dingo.gw.result module dingo.gw.SVD module dingo.gw.temporary_debug_utils module dingo.gw.training module dingo.gw.training.train_builders module dingo.gw.training.train_pipeline module dingo.gw.training.train_pipeline_condor module dingo.gw.training.utils module dingo.gw.transforms module dingo.gw.transforms.detector_transforms module dingo.gw.transforms.general_transforms module dingo.gw.transforms.gnpe_transforms module dingo.gw.transforms.inference_transforms module dingo.gw.transforms.noise_transforms module dingo.gw.transforms.parameter_transforms module dingo.gw.transforms.tokenization_transforms module dingo.gw.transforms.utils module dingo.gw.transforms.waveform_transforms module dingo.gw.waveform_generator module dingo.gw.waveform_generator.frame_utils module dingo.gw.waveform_generator.waveform_generator module dingo.gw.waveform_generator.wfg_utils module dingo.pipe module dingo.pipe.create_injections module dingo.pipe.dag_creator module dingo.pipe.data_generation module dingo.pipe.default_settings module dingo.pipe.dingo_result module dingo.pipe.importance_sampling module dingo.pipe.main module dingo.pipe.nodes module dingo.pipe.nodes.generation_node module dingo.pipe.nodes.importance_sampling_node module dingo.pipe.nodes.merge_node module dingo.pipe.nodes.pe_summary_node module dingo.pipe.nodes.plot_node module dingo.pipe.nodes.sampling_node module dingo.pipe.parser module dingo.pipe.plot module dingo.pipe.pp_test module dingo.pipe.sampling module dingo.pipe.utils module DingoDataset (class in dingo.core.dataset) document_gpus() (in module dingo.core.utils.torchutils) Domain (class in dingo.gw.domains.base) domain (dingo.gw.waveform_generator.waveform_generator.NewInterfaceWaveformGenerator property) (dingo.gw.waveform_generator.waveform_generator.WaveformGenerator property) domain_dict (dingo.gw.domains.base.Domain property) (dingo.gw.domains.multibanded_frequency_domain.MultibandedFrequencyDomain property) (dingo.gw.domains.time_domain.TimeDomain property) (dingo.gw.domains.uniform_frequency_domain.UniformFrequencyDomain property) (dingo.gw.domains.UniformFrequencyDomain property) download_and_estimate_cli() (in module dingo.gw.noise.asd_estimation) download_and_estimate_psds() (in module dingo.gw.noise.asd_estimation) download_event_data_in_FD() (in module dingo.gw.download_strain_data) download_psd() (in module dingo.gw.data.data_download) download_raw_data() (in module dingo.gw.data.data_download) download_strain_data_in_FD() (in module dingo.gw.download_strain_data) draws (dingo.core.inference.composer.GibbsBlock attribute) (dingo.core.inference.steps.DeltaFactor attribute) (dingo.core.inference.steps.Factor attribute) (dingo.core.inference.steps.Reparametrization attribute) (dingo.core.inference.steps.SampleTableFactor attribute) (dingo.core.inference.steps.Step attribute) (dingo.core.inference.steps.TargetCorrection attribute) dtype_map (dingo.gw.dataset.waveform_dataset.WaveformDataset property) (dingo.gw.dataset.WaveformDataset property) duration (dingo.gw.domains.base.Domain property) (dingo.gw.domains.multibanded_frequency_domain.MultibandedFrequencyDomain property) (dingo.gw.domains.time_domain.TimeDomain property) (dingo.gw.domains.uniform_frequency_domain.UniformFrequencyDomain property) (dingo.gw.domains.UniformFrequencyDomain property)

E

eager_mode() (in module dingo.core.nn.compile_utils) EarlyStopping (class in dingo.core.utils.trainutils) effective_sample_size (dingo.core.result.Result property) estimate_single_psd() (in module dingo.gw.download_strain_data) evaluate_vector_field() (dingo.core.posterior_models.cflow_base.ContinuousFlowPosteriorModel method) (dingo.core.posterior_models.flow_matching.FlowMatchingPosteriorModel method) (dingo.core.posterior_models.score_matching.ScoreDiffusionPosteriorModel method) event_data_file (dingo.pipe.data_generation.DataGenerationInput property) (dingo.pipe.nodes.generation_node.GenerationNode property)

event_metadata (dingo.core.inference.context.SamplerContext attribute) EventDataset (class in dingo.gw.data.event_dataset) executable (dingo.pipe.nodes.generation_node.GenerationNode property) (dingo.pipe.nodes.importance_sampling_node.ImportanceSamplingNode property) (dingo.pipe.nodes.merge_node.MergeNode property) (dingo.pipe.nodes.plot_node.PlotNode property) (dingo.pipe.nodes.plot_node.PlotPPNode property) (dingo.pipe.nodes.sampling_node.SamplingNode property) ExpandStrain (class in dingo.gw.transforms.inference_transforms)

F

f_max (dingo.gw.domains.base.Domain property) (dingo.gw.domains.multibanded_frequency_domain.MultibandedFrequencyDomain property) (dingo.gw.domains.time_domain.TimeDomain property) (dingo.gw.domains.uniform_frequency_domain.UniformFrequencyDomain property) (dingo.gw.domains.UniformFrequencyDomain property) f_min (dingo.gw.domains.base_frequency_domain.BaseFrequencyDomain property) (dingo.gw.domains.multibanded_frequency_domain.MultibandedFrequencyDomain property) (dingo.gw.domains.uniform_frequency_domain.UniformFrequencyDomain property) (dingo.gw.domains.UniformFrequencyDomain property) f_ref (dingo.gw.result.Result property) Factor (class in dingo.core.inference.steps) factor_fiducial_waveform() (in module dingo.gw.transforms.waveform_transforms) fill_in_arguments_from_model() (in module dingo.pipe.main) fit() (dingo.gw.noise.synthetic.asd_sampling.KDE method) fit_broadband_noise() (in module dingo.gw.noise.synthetic.asd_parameterization) fit_spectral() (in module dingo.gw.noise.synthetic.asd_parameterization) fix_random_seeds() (in module dingo.core.utils.torchutils) fixed_parameter_keys (dingo.core.result.Result property) floor_to_power_of_2() (in module dingo.gw.dataset.generate_multibanded_domain) FlowFactor (class in dingo.core.inference.steps) FlowMatchingPosteriorModel (class in dingo.core.posterior_models.flow_matching) FlowWrapper (class in dingo.core.nn.nsf) forward() (dingo.core.inference.steps.ProxyOffsetReparam method) (dingo.core.inference.steps.Reparametrization method) (dingo.core.nn.cfnets.ContinuousFlow method) (dingo.core.nn.cfnets.PositionalEncoding method), [1] (dingo.core.nn.enets.LinearProjectionRB method) (dingo.core.nn.enets.ModuleMerger method) (dingo.core.nn.nsf.FlowWrapper method) (dingo.core.nn.resnet.DenseResidualNet method) (dingo.core.nn.resnet.LinearLayer method) (dingo.core.nn.resnet.MyResidualBlock method) (dingo.core.nn.transformer.TokenEmbedding method) (dingo.core.nn.transformer.TransformerModel method) (dingo.gw.inference.steps.RAToEventFrame method) (dingo.gw.inference.steps.RAToTrainingFrame method) (dingo.gw.inference.steps.SpinConventionReparam method)

freeze() (in module dingo.core.result) frequency_mask (dingo.gw.domains.base_frequency_domain.BaseFrequencyDomain property) (dingo.gw.domains.multibanded_frequency_domain.MultibandedFrequencyDomain property) (dingo.gw.domains.uniform_frequency_domain.UniformFrequencyDomain property) (dingo.gw.domains.UniformFrequencyDomain property) frequency_mask_length (dingo.gw.domains.base_frequency_domain.BaseFrequencyDomain property) (dingo.gw.domains.multibanded_frequency_domain.MultibandedFrequencyDomain property) (dingo.gw.domains.uniform_frequency_domain.UniformFrequencyDomain property) (dingo.gw.domains.UniformFrequencyDomain property) from_dictionary() (dingo.core.dataset.DingoDataset method) (dingo.gw.SVD.SVDBasis method) from_file() (dingo.core.dataset.DingoDataset method) (dingo.gw.SVD.SVDBasis method) from_gnpe_models() (dingo.gw.inference.sampler.GWComposedSampler class method) from_model() (dingo.gw.inference.context.GWSamplerContext class method) (dingo.gw.inference.sampler.GWComposedSampler class method) from_model_metadata() (dingo.gw.inference.context.GWSamplerContext class method) from_posterior_model_metadata() (dingo.gw.injection.Injection class method) from_singlestep_gnpe() (dingo.gw.inference.sampler.GWComposedSampler class method) full_domain (dingo.gw.waveform_generator.waveform_generator.WaveformGenerator property)

G

generate_basis() (dingo.gw.SVD.SVDBasis method) generate_cornerplot() (in module dingo.gw.inference.visualization) generate_dag() (in module dingo.pipe.dag_creator) generate_dataset() (in module dingo.gw.dataset.generate_dataset), [1] (in module dingo.gw.noise.generate_dataset) (in module dingo.gw.noise.synthetic.generate_dataset) generate_FD_modes_LO() (dingo.gw.waveform_generator.waveform_generator.NewInterfaceWaveformGenerator method) (dingo.gw.waveform_generator.waveform_generator.WaveformGenerator method) (dingo.gw.waveform_generator.WaveformGenerator method) generate_FD_waveform() (dingo.gw.waveform_generator.waveform_generator.NewInterfaceWaveformGenerator method) (dingo.gw.waveform_generator.waveform_generator.WaveformGenerator method) (dingo.gw.waveform_generator.WaveformGenerator method) generate_hplus_hcross() (dingo.gw.waveform_generator.waveform_generator.WaveformGenerator method) (dingo.gw.waveform_generator.WaveformGenerator method) generate_hplus_hcross_m() (dingo.gw.waveform_generator.waveform_generator.NewInterfaceWaveformGenerator method) (dingo.gw.waveform_generator.waveform_generator.WaveformGenerator method) (dingo.gw.waveform_generator.WaveformGenerator method) generate_multibanded_domain_settings() (in module dingo.gw.dataset.generate_multibanded_domain) generate_parameters_and_polarizations() (in module dingo.gw.dataset.generate_dataset) generate_TD_modes_L0() (dingo.gw.waveform_generator.waveform_generator.NewInterfaceWaveformGenerator method) (dingo.gw.waveform_generator.waveform_generator.WaveformGenerator method) (dingo.gw.waveform_generator.WaveformGenerator method) generate_TD_modes_L0_conditioned_extra_time() (dingo.gw.waveform_generator.waveform_generator.NewInterfaceWaveformGenerator method) generate_TD_waveform() (dingo.gw.waveform_generator.waveform_generator.NewInterfaceWaveformGenerator method) (dingo.gw.waveform_generator.waveform_generator.WaveformGenerator method) (dingo.gw.waveform_generator.WaveformGenerator method) generate_waveforms_parallel() (in module dingo.gw.waveform_generator.waveform_generator) generate_waveforms_task_func() (in module dingo.gw.waveform_generator.waveform_generator) GenerationNode (class in dingo.pipe.nodes.generation_node) get_activation_function_from_string() (in module dingo.core.utils.torchutils) get_all_injection_credible_levels() (dingo.core.result.Result method) get_avg() (dingo.core.utils.trainutils.AvgTracker method) (dingo.core.utils.trainutils.LossInfo method) get_band_nodes_for_adaptive_decimation() (in module dingo.gw.dataset.generate_multibanded_domain) get_basename() (in module dingo.pipe.pp_test) get_batch_size_of_input_sample() (in module dingo.gw.transforms.utils) get_cuda_info() (in module dingo.core.utils.torchutils) get_ddp_module() (in module dingo.core.utils.torchutils) get_default_nde_settings_3d() (in module dingo.core.density.nde_settings) get_dim_positional_embedding() (in module dingo.core.nn.cfnets) get_event_data_and_domain() (in module dingo.gw.data.data_preparation) get_event_gps_times() (in module dingo.gw.noise.utils) get_extrinsic_prior_dict() (in module dingo.gw.gwutils) get_index_for_elem() (in module dingo.gw.noise.synthetic.utils)

get_injection_credible_level() (dingo.core.result.Result method) get_iteration() (dingo.core.utils.trainutils.LossInfo method) get_JL0_euler_angles() (in module dingo.gw.waveform_generator.frame_utils) get_latex_labels() (in module dingo.core.utils.plotting) get_likelihood_weighting() (dingo.core.posterior_models.score_matching.ScoreDiffusionPosteriorModel method) get_lr() (in module dingo.core.utils.torchutils) get_mismatch() (in module dingo.gw.gwutils) get_num_gpus() (in module dingo.gw.training.train_pipeline) get_number_of_model_parameters() (in module dingo.core.utils.torchutils) get_one_dimensional_median_and_error_bar() (dingo.core.result.Result method) get_optimizer_from_kwargs() (in module dingo.core.utils.torchutils) get_parallel_list() (in module dingo.pipe.dag_creator) get_pesummary_samples() (dingo.gw.result.Result method) get_polarizations_from_fd_modes_m() (in module dingo.gw.waveform_generator.wfg_utils) get_rescaling_params() (in module dingo.gw.noise.synthetic.asd_sampling) get_results_filenames() (in module dingo.pipe.pp_test) get_sample_frequencies_astype() (dingo.gw.domains.base_frequency_domain.BaseFrequencyDomain method) (dingo.gw.domains.uniform_frequency_domain.UniformFrequencyDomain method) (dingo.gw.domains.UniformFrequencyDomain method) get_samples_bilby_phase() (dingo.gw.result.Result method) get_scheduler_from_kwargs() (in module dingo.core.utils.torchutils) get_standardization_dict() (in module dingo.gw.gwutils) get_starting_frequency_for_SEOBRNRv5_conditioning() (in module dingo.gw.waveform_generator.wfg_utils) get_t_theta_t_score() (dingo.core.posterior_models.score_matching.ScoreDiffusionPosteriorModel method) get_tapering_window_for_complex_time_series() (in module dingo.gw.waveform_generator.wfg_utils) get_theta_embedding_net() (in module dingo.core.nn.cfnets) get_time_segments() (in module dingo.gw.noise.utils) get_trigger_time_list() (in module dingo.pipe.dag_creator) get_version() (in module dingo.core.utils.misc) get_wfg() (in module dingo.gw.likelihood) get_window() (in module dingo.gw.gwutils) GetDetectorTimes (class in dingo.gw.transforms) (class in dingo.gw.transforms.detector_transforms) GetItem (class in dingo.core.transforms) GibbsBlock (class in dingo.core.inference.composer) GNPEBase (class in dingo.gw.transforms.gnpe_transforms) GNPECoalescenceTimes (class in dingo.gw.transforms) (class in dingo.gw.transforms.gnpe_transforms) GNPEFlowFactor (class in dingo.gw.inference.steps) GNPEKernelCorrection (class in dingo.gw.inference.steps) GNPEKernelFactor (class in dingo.gw.inference.steps) gps_info (dingo.gw.noise.asd_dataset.ASDDataset property) GWComposedSampler (class in dingo.gw.inference.sampler) GWSamplerContext (class in dingo.gw.inference.context) GWSignal (class in dingo.gw.injection)

H

HeterodynePhase (class in dingo.gw.transforms.waveform_transforms)

I

importance_sample() (dingo.core.result.Result method) importance_sampling_settings (dingo.pipe.importance_sampling.ImportanceSamplingInput property) importance_sampling_updates (dingo.pipe.data_generation.DataGenerationInput property) ImportanceSamplingInput (class in dingo.pipe.importance_sampling) ImportanceSamplingNode (class in dingo.pipe.nodes.importance_sampling_node) init_layers() (dingo.core.nn.enets.LinearProjectionRB method) init_weights() (dingo.core.nn.transformer.TransformerModel method) initialize_decompression() (dingo.gw.dataset.waveform_dataset.WaveformDataset method) (dingo.gw.dataset.WaveformDataset method) initialize_network() (dingo.core.posterior_models.base_model.BasePosteriorModel method) (dingo.core.posterior_models.cflow_base.ContinuousFlowPosteriorModel method) (dingo.core.posterior_models.normalizing_flow.NormalizingFlowPosteriorModel method) initialize_optimizer_and_scheduler() (dingo.core.posterior_models.base_model.BasePosteriorModel method) initialize_stage() (in module dingo.gw.training.train_pipeline) initialize_time_marginalization() (dingo.gw.likelihood.StationaryGaussianGWLikelihood method) Injection (class in dingo.gw.injection) injection() (dingo.gw.injection.Injection method) injection_parameters (dingo.core.result.Result property) inner_product() (in module dingo.gw.likelihood)

inner_product_complex() (in module dingo.gw.likelihood) input_dim (dingo.core.nn.enets.LinearProjectionRB property) inputs (dingo.core.inference.steps.Reparametrization attribute) integration_range (dingo.core.posterior_models.cflow_base.ContinuousFlowPosteriorModel property) interferometers (dingo.gw.result.Result property) (dingo.pipe.data_generation.DataGenerationInput property) interpolated_log_prob() (in module dingo.core.density.interpolation) interpolated_log_prob_multi() (in module dingo.core.density.interpolation) interpolated_sample_and_log_prob() (in module dingo.core.density.interpolation) interpolated_sample_and_log_prob_multi() (in module dingo.core.density.interpolation) inverse() (dingo.core.inference.steps.ProxyOffsetReparam method) (dingo.core.inference.steps.Reparametrization method) (dingo.gw.inference.steps.RAToEventFrame method) (dingo.gw.inference.steps.RAToTrainingFrame method) (dingo.gw.inference.steps.SpinConventionReparam method) (dingo.gw.transforms.gnpe_transforms.GNPEBase method) (dingo.gw.transforms.parameter_transforms.StandardizeParameters method) is_compiled() (in module dingo.core.nn.compile_utils) IterationTracker (class in dingo.core.utils.gnpeutils)

J

job_name (dingo.pipe.nodes.generation_node.GenerationNode property)

K

KDE (class in dingo.gw.noise.synthetic.asd_sampling)

L

length_info (dingo.gw.noise.asd_dataset.ASDDataset property) Likelihood (class in dingo.core.likelihood) likelihood() (dingo.core.inference.context.SamplerContext method) (dingo.gw.inference.context.GWSamplerContext method) limits_exceeded() (dingo.core.utils.trainutils.RuntimeLimits method) LinearLayer (class in dingo.core.nn.resnet) LinearProjectionRB (class in dingo.core.nn.enets) linked_list_modes_to_dict_modes() (in module dingo.gw.waveform_generator.wfg_utils) load_model() (dingo.core.posterior_models.base_model.BasePosteriorModel method) load_raw_data() (in module dingo.gw.data.data_preparation) load_ref_samples() (in module dingo.gw.inference.visualization) load_supplemental() (dingo.gw.dataset.waveform_dataset.WaveformDataset method) (dingo.gw.dataset.WaveformDataset method) local_limits_exceeded() (dingo.core.utils.trainutils.RuntimeLimits method) log_bayes_factor (dingo.core.result.Result property) log_det() (dingo.core.inference.steps.Reparametrization method) (dingo.core.inference.steps.Standardization method) (dingo.gw.inference.steps.SpinConventionReparam method) log_evidence_std (dingo.core.result.Result property) log_likelihood() (dingo.core.likelihood.Likelihood method) (dingo.gw.likelihood.StationaryGaussianGWLikelihood method) log_likelihood_22_from_terms() (dingo.gw.likelihood.StationaryGaussianGWLikelihood method) log_likelihood_from_phase_grid_terms() (dingo.gw.likelihood.StationaryGaussianGWLikelihood method)

log_likelihood_multi() (dingo.core.likelihood.Likelihood method) log_likelihood_phase_grid() (dingo.gw.likelihood.StationaryGaussianGWLikelihood method) log_prob() (dingo.core.inference.composer.ChainComposer method) (dingo.core.inference.steps.DeltaFactor method) (dingo.core.inference.steps.Factor method) (dingo.core.inference.steps.FlowFactor method) (dingo.core.inference.steps.PriorFactor method) (dingo.core.inference.steps.SampleTableFactor method) (dingo.core.nn.nsf.FlowWrapper method) (dingo.core.posterior_models.base_model.BasePosteriorModel method) (dingo.core.posterior_models.cflow_base.ContinuousFlowPosteriorModel method) (dingo.core.posterior_models.normalizing_flow.NormalizingFlowPosteriorModel method) (dingo.gw.inference.steps.GNPEFlowFactor method) (dingo.gw.inference.steps.GNPEKernelFactor method) (dingo.gw.inference.steps.SyntheticPhaseFactor method) (dingo.gw.inference.steps.SyntheticPhasePsiFactor method) lorentzian_eval() (in module dingo.gw.noise.synthetic.utils) loss() (dingo.core.posterior_models.base_model.BasePosteriorModel method) (dingo.core.posterior_models.flow_matching.FlowMatchingPosteriorModel method) (dingo.core.posterior_models.normalizing_flow.NormalizingFlowPosteriorModel method) (dingo.core.posterior_models.score_matching.ScoreDiffusionPosteriorModel method) LossInfo (class in dingo.core.utils.trainutils) ls() (in module dingo.gw.ls_cli)

M

main() (in module dingo.core.utils.pt_to_hdf5) (in module dingo.gw.dataset.evaluate_multibanded_domain) (in module dingo.gw.dataset.generate_dataset) (in module dingo.gw.dataset.generate_dataset_dag) (in module dingo.gw.dataset.generate_multibanded_domain) (in module dingo.gw.likelihood) (in module dingo.gw.noise.synthetic.generate_dataset) (in module dingo.pipe.data_generation) (in module dingo.pipe.dingo_result) (in module dingo.pipe.importance_sampling) (in module dingo.pipe.main) (in module dingo.pipe.plot) (in module dingo.pipe.pp_test) (in module dingo.pipe.sampling) MainInput (class in dingo.pipe.main) make_pp_plot() (in module dingo.core.result) MaskDataForFrequencyRangeUpdate (class in dingo.gw.transforms.waveform_transforms) MaskDetectors (class in dingo.gw.transforms.tokenization_transforms) MaskFrequencyNotches (class in dingo.gw.transforms.tokenization_transforms) MaskFrequencyRange (class in dingo.gw.transforms.tokenization_transforms) MaskRandomTokens (class in dingo.gw.transforms.tokenization_transforms) MaskTokensForFrequencyRangeUpdate (class in dingo.gw.transforms.tokenization_transforms) max_grid_elements (dingo.gw.inference.steps.SyntheticPhasePsiFactor attribute) max_idx (dingo.gw.domains.base.Domain property) (dingo.gw.domains.multibanded_frequency_domain.MultibandedFrequencyDomain property) (dingo.gw.domains.time_domain.TimeDomain property) (dingo.gw.domains.uniform_frequency_domain.UniformFrequencyDomain property) maximum_frequency (dingo.gw.result.Result property) mean_std() (dingo.gw.prior.BBHExtrinsicPriorDict method) merge() (dingo.core.result.Result class method) merge_datasets() (in module dingo.gw.dataset.utils) (in module dingo.gw.noise.utils) merge_datasets_cli() (in module dingo.gw.dataset.utils) (in module dingo.gw.noise.utils) MergeNode (class in dingo.pipe.nodes.merge_node) metadata (dingo.core.result.Result property) (dingo.gw.inference.sampler.GWComposedSampler property) min_idx (dingo.gw.domains.base.Domain property) (dingo.gw.domains.multibanded_frequency_domain.MultibandedFrequencyDomain property) (dingo.gw.domains.time_domain.TimeDomain property) (dingo.gw.domains.uniform_frequency_domain.UniformFrequencyDomain property) minimum_frequency (dingo.gw.result.Result property) module dingo dingo.asimov dingo.core dingo.core.dataset dingo.core.density dingo.core.density.interpolation dingo.core.density.nde_settings dingo.core.density.unconditional_density_estimation dingo.core.inference dingo.core.inference.composer dingo.core.inference.context dingo.core.inference.steps dingo.core.likelihood dingo.core.multiprocessing dingo.core.nn dingo.core.nn.cfnets dingo.core.nn.compile_utils dingo.core.nn.enets dingo.core.nn.nsf dingo.core.nn.resnet dingo.core.nn.transformer dingo.core.posterior_models dingo.core.posterior_models.base_model dingo.core.posterior_models.build_model dingo.core.posterior_models.cflow_base dingo.core.posterior_models.flow_matching dingo.core.posterior_models.normalizing_flow dingo.core.posterior_models.score_matching dingo.core.result dingo.core.transforms dingo.core.utils dingo.core.utils.backward_compatibility dingo.core.utils.condor_utils dingo.core.utils.gnpeutils dingo.core.utils.logging_utils dingo.core.utils.misc dingo.core.utils.plotting dingo.core.utils.pt_to_hdf5 dingo.core.utils.torchutils dingo.core.utils.trainutils dingo.gw dingo.gw.conversion dingo.gw.conversion.spin_conversion dingo.gw.data dingo.gw.data.data_download dingo.gw.data.data_preparation dingo.gw.data.event_dataset dingo.gw.dataset dingo.gw.dataset.evaluate_multibanded_domain dingo.gw.dataset.generate_dataset dingo.gw.dataset.generate_dataset_dag dingo.gw.dataset.generate_multibanded_domain dingo.gw.dataset.utils dingo.gw.dataset.waveform_dataset dingo.gw.domains dingo.gw.domains.base dingo.gw.domains.base_frequency_domain dingo.gw.domains.build_domain dingo.gw.domains.multibanded_frequency_domain dingo.gw.domains.time_domain dingo.gw.domains.uniform_frequency_domain dingo.gw.download_strain_data dingo.gw.frequency_updates dingo.gw.gwutils dingo.gw.inference dingo.gw.inference.context dingo.gw.inference.sampler dingo.gw.inference.scan dingo.gw.inference.steps dingo.gw.inference.visualization dingo.gw.injection dingo.gw.likelihood dingo.gw.ls_cli dingo.gw.noise dingo.gw.noise.asd_dataset dingo.gw.noise.asd_estimation dingo.gw.noise.generate_dataset dingo.gw.noise.generate_dataset_dag dingo.gw.noise.synthetic dingo.gw.noise.synthetic.asd_parameterization dingo.gw.noise.synthetic.asd_sampling dingo.gw.noise.synthetic.generate_dataset dingo.gw.noise.synthetic.utils dingo.gw.noise.utils dingo.gw.prior dingo.gw.result dingo.gw.SVD dingo.gw.temporary_debug_utils dingo.gw.training dingo.gw.training.train_builders dingo.gw.training.train_pipeline dingo.gw.training.train_pipeline_condor dingo.gw.training.utils dingo.gw.transforms dingo.gw.transforms.detector_transforms dingo.gw.transforms.general_transforms dingo.gw.transforms.gnpe_transforms dingo.gw.transforms.inference_transforms dingo.gw.transforms.noise_transforms dingo.gw.transforms.parameter_transforms dingo.gw.transforms.tokenization_transforms dingo.gw.transforms.utils dingo.gw.transforms.waveform_transforms dingo.gw.waveform_generator dingo.gw.waveform_generator.frame_utils dingo.gw.waveform_generator.waveform_generator dingo.gw.waveform_generator.wfg_utils dingo.pipe dingo.pipe.create_injections dingo.pipe.dag_creator dingo.pipe.data_generation dingo.pipe.default_settings dingo.pipe.dingo_result dingo.pipe.importance_sampling dingo.pipe.main dingo.pipe.nodes dingo.pipe.nodes.generation_node dingo.pipe.nodes.importance_sampling_node dingo.pipe.nodes.merge_node dingo.pipe.nodes.pe_summary_node dingo.pipe.nodes.plot_node dingo.pipe.nodes.sampling_node dingo.pipe.parser dingo.pipe.plot dingo.pipe.pp_test dingo.pipe.sampling dingo.pipe.utils

ModuleMerger (class in dingo.core.nn.enets) modulus_check() (in module dingo.gw.dataset.generate_dataset_dag) mu() (dingo.core.posterior_models.score_matching.ScoreDiffusionPosteriorModel method) MultibandedFrequencyDomain (class in dingo.gw.domains.multibanded_frequency_domain) multiply() (dingo.gw.transforms.gnpe_transforms.GNPEBase method) MyResidualBlock (class in dingo.core.nn.resnet)

N

n_eff (dingo.core.result.Result property) network_to_device() (dingo.core.posterior_models.base_model.BasePosteriorModel method) NewInterfaceWaveformGenerator (class in dingo.gw.waveform_generator.waveform_generator) noise_std (dingo.gw.domains.base.Domain property) (dingo.gw.domains.base_frequency_domain.BaseFrequencyDomain property) (dingo.gw.domains.time_domain.TimeDomain property)

norm_without_divergence_component() (in module dingo.core.posterior_models.cflow_base) NormalizePosition (class in dingo.gw.transforms.tokenization_transforms) NormalizingFlowPosteriorModel (class in dingo.core.posterior_models.normalizing_flow) num_samples (dingo.core.result.Result property)

O

ot_conditional_flow() (in module dingo.core.posterior_models.flow_matching)

output_dim (dingo.core.nn.enets.LinearProjectionRB property)

P

parameter_mean_std() (dingo.gw.dataset.waveform_dataset.WaveformDataset method) parameter_subset() (dingo.core.result.Result method) parameterize_asd_dataset() (in module dingo.gw.noise.synthetic.asd_parameterization) parameterize_asds_parallel() (in module dingo.gw.noise.synthetic.asd_parameterization) parameterize_single_psd() (in module dingo.gw.noise.synthetic.asd_parameterization) parameters (dingo.core.inference.steps.Factor attribute) (dingo.core.inference.steps.Reparametrization attribute) (dingo.core.inference.steps.Step attribute) (dingo.core.inference.steps.TargetCorrection attribute) parse_args() (in module dingo.core.density.unconditional_density_estimation) (in module dingo.core.utils.pt_to_hdf5) (in module dingo.gw.dataset.evaluate_multibanded_domain) (in module dingo.gw.dataset.generate_dataset) (in module dingo.gw.dataset.generate_dataset_dag) (in module dingo.gw.dataset.generate_multibanded_domain) (in module dingo.gw.noise.generate_dataset) (in module dingo.gw.noise.synthetic.generate_dataset) (in module dingo.gw.training.train_pipeline) parse_psd_notch_dict() (in module dingo.gw.gwutils) parse_settings_for_raw_data() (in module dingo.gw.data.data_preparation) pe_spins() (in module dingo.gw.conversion.spin_conversion) perform_scheduler_step() (in module dingo.core.utils.torchutils) perturb() (dingo.gw.transforms.gnpe_transforms.GNPEBase method) pesummary_prior (dingo.gw.result.Result property) PESummaryNode (class in dingo.pipe.nodes.pe_summary_node) phase_grid_terms() (dingo.gw.likelihood.StationaryGaussianGWLikelihood method) phase_grid_terms_22() (dingo.gw.likelihood.StationaryGaussianGWLikelihood method) phase_is_global_factor (dingo.gw.waveform_generator.waveform_generator.WaveformGenerator property) (dingo.gw.waveform_generator.WaveformGenerator property) phase_marginalization_kwargs (dingo.gw.result.Result property) phase_psi_terms_22() (dingo.gw.likelihood.StationaryGaussianGWLikelihood method) plot_corner() (dingo.core.result.Result method)

plot_corner_multi() (in module dingo.core.utils.plotting) plot_log_probs() (dingo.core.result.Result method) plot_weights() (dingo.core.result.Result method) PlotNode (class in dingo.pipe.nodes.plot_node) PlotPPNode (class in dingo.pipe.nodes.plot_node) PositionalEncoding (class in dingo.core.nn.cfnets) PostCorrectGeocentTime (class in dingo.gw.transforms.inference_transforms) prepare_training_new() (in module dingo.gw.training.train_pipeline) prepare_training_resume() (in module dingo.gw.training.train_pipeline) prepared_data() (dingo.core.inference.context.SamplerContext method) (dingo.gw.inference.context.GWSamplerContext method) print_info() (dingo.core.utils.trainutils.LossInfo method) print_number_of_model_parameters() (in module dingo.core.utils.torchutils) print_summary() (dingo.core.result.Result method) print_validation_summary() (dingo.gw.SVD.SVDBasis method) prior (dingo.gw.inference.context.GWSamplerContext property) prior_dict_updates (dingo.pipe.data_generation.DataGenerationInput property) (dingo.pipe.importance_sampling.ImportanceSamplingInput property) (dingo.pipe.main.MainInput property) PriorFactor (class in dingo.core.inference.steps) priors (dingo.pipe.importance_sampling.ImportanceSamplingInput property) produces (dingo.core.inference.composer.GibbsBlock property) (dingo.core.inference.steps.Factor property) (dingo.core.inference.steps.Reparametrization property) (dingo.core.inference.steps.Step attribute) (dingo.core.inference.steps.TargetCorrection attribute) (dingo.gw.inference.steps.GNPEFlowFactor property) ProjectOntoDetectors (class in dingo.gw.transforms) (class in dingo.gw.transforms.detector_transforms) ProxyOffsetReparam (class in dingo.core.inference.steps) psd_data_path() (in module dingo.gw.noise.utils) pvalue_min (dingo.core.utils.gnpeutils.IterationTracker property)

R

random_injection() (dingo.gw.injection.Injection method) RAToEventFrame (class in dingo.gw.inference.steps) RAToTrainingFrame (class in dingo.gw.inference.steps) reconstruct_psds_from_parameters() (in module dingo.gw.noise.synthetic.utils) recover_pol_m_from_multi_phase() (in module dingo.gw.waveform_generator.wfg_utils) recursive_check_dicts_are_equal() (in module dingo.core.utils.misc) recursive_hdf5_load() (in module dingo.core.dataset) recursive_hdf5_save() (in module dingo.core.dataset) rejection_sample() (dingo.core.result.Result method) RenameKey (class in dingo.core.transforms) RepackageStrainsAndASDS (class in dingo.gw.transforms) (class in dingo.gw.transforms.noise_transforms) Reparametrization (class in dingo.core.inference.steps) replace_BatchNorm_with_SyncBatchNorm() (in module dingo.core.utils.torchutils) reproduction_dict (dingo.gw.transforms.parameter_transforms.SampleExtrinsicParameters property) request_cpus_importance_sampling (dingo.pipe.main.MainInput property) request_memory (dingo.pipe.importance_sampling.ImportanceSamplingInput property) (dingo.pipe.nodes.importance_sampling_node.ImportanceSamplingNode property) (dingo.pipe.nodes.plot_node.PlotPPNode property) requires_lal_approximant (dingo.gw.waveform_generator.waveform_generator.NewInterfaceWaveformGenerator attribute) (dingo.gw.waveform_generator.waveform_generator.WaveformGenerator attribute) reset_event() (dingo.core.result.Result method)

reset_graphs_if_requires_grad_changes() (in module dingo.core.nn.compile_utils) ResetSample (class in dingo.gw.transforms.inference_transforms) resolve_frequency_bounds() (in module dingo.gw.frequency_updates) resubmit_condor_job() (in module dingo.core.utils.condor_utils) Result (class in dingo.core.result) (class in dingo.gw.result) result_file (dingo.pipe.nodes.importance_sampling_node.ImportanceSamplingNode property) (dingo.pipe.nodes.merge_node.MergeNode property) (dingo.pipe.nodes.sampling_node.SamplingNode property) rhs_of_joint_ode() (dingo.core.posterior_models.cflow_base.ContinuousFlowPosteriorModel method) rotate_y() (in module dingo.gw.waveform_generator.frame_utils) rotate_z() (in module dingo.gw.waveform_generator.frame_utils) run_multi_gpu_training() (in module dingo.gw.training.train_pipeline) run_node_on_osg (dingo.pipe.nodes.merge_node.MergeNode attribute) (dingo.pipe.nodes.pe_summary_node.PESummaryNode attribute) (dingo.pipe.nodes.plot_node.PlotNode attribute) run_sampler() (dingo.core.inference.composer.ComposedSampler method) (dingo.pipe.importance_sampling.ImportanceSamplingInput method) (dingo.pipe.sampling.SamplingInput method) run_training() (in module dingo.gw.training.train_pipeline) run_training_ddp() (in module dingo.gw.training.train_pipeline) RuntimeLimits (class in dingo.core.utils.trainutils)

S

sample() (dingo.core.inference.composer.ChainComposer method) (dingo.core.nn.nsf.FlowWrapper method) (dingo.core.posterior_models.base_model.BasePosteriorModel method) (dingo.core.posterior_models.cflow_base.ContinuousFlowPosteriorModel method) (dingo.core.posterior_models.normalizing_flow.NormalizingFlowPosteriorModel method) (dingo.gw.noise.synthetic.asd_sampling.KDE method) sample_and_log_prob() (dingo.core.inference.composer.ChainComposer method) (dingo.core.inference.composer.GibbsBlock method) (dingo.core.inference.steps.DeltaFactor method) (dingo.core.inference.steps.Factor method) (dingo.core.inference.steps.FlowFactor method) (dingo.core.inference.steps.PriorFactor method) (dingo.core.inference.steps.Reparametrization method) (dingo.core.inference.steps.SampleTableFactor method) (dingo.core.inference.steps.Step method) (dingo.core.inference.steps.TargetCorrection method) (dingo.core.nn.nsf.FlowWrapper method) (dingo.core.posterior_models.base_model.BasePosteriorModel method) (dingo.core.posterior_models.cflow_base.ContinuousFlowPosteriorModel method) (dingo.core.posterior_models.normalizing_flow.NormalizingFlowPosteriorModel method) (dingo.gw.inference.steps.GNPEFlowFactor method) (dingo.gw.inference.steps.GNPEKernelFactor method) (dingo.gw.inference.steps.SpinConventionReparam method) (dingo.gw.inference.steps.SyntheticPhaseFactor method) (dingo.gw.inference.steps.SyntheticPhasePsiFactor method) sample_efficiency (dingo.core.result.Result property) sample_frequencies (dingo.gw.domains.base_frequency_domain.BaseFrequencyDomain property) (dingo.gw.domains.multibanded_frequency_domain.MultibandedFrequencyDomain property) (dingo.gw.domains.uniform_frequency_domain.UniformFrequencyDomain property) sample_frequencies_torch (dingo.gw.domains.base_frequency_domain.BaseFrequencyDomain property) sample_frequencies_torch_cuda (dingo.gw.domains.base_frequency_domain.BaseFrequencyDomain property) sample_proposal_extensions() (dingo.gw.result.Result method) sample_proxies() (dingo.gw.transforms.gnpe_transforms.GNPEBase method) sample_random_asds() (dingo.gw.noise.asd_dataset.ASDDataset method) sample_t() (dingo.core.posterior_models.cflow_base.ContinuousFlowPosteriorModel method) sample_theta_0() (dingo.core.posterior_models.cflow_base.ContinuousFlowPosteriorModel method) SampleCalibrationParameters (class in dingo.gw.transforms.detector_transforms) SampleDataset (class in dingo.core.density.unconditional_density_estimation) SampleExtrinsicParameters (class in dingo.gw.transforms) (class in dingo.gw.transforms.parameter_transforms) SampleNoiseASD (class in dingo.gw.transforms) (class in dingo.gw.transforms.noise_transforms) sampler_provenance() (dingo.core.inference.composer.ComposedSampler method) SamplerContext (class in dingo.core.inference.context) samples_file (dingo.pipe.nodes.sampling_node.SamplingNode property) SampleTableFactor (class in dingo.core.inference.steps) sampling_importance_resampling() (dingo.core.result.Result method) sampling_rate (dingo.gw.domains.base.Domain property) (dingo.gw.domains.multibanded_frequency_domain.MultibandedFrequencyDomain property) (dingo.gw.domains.time_domain.TimeDomain property) (dingo.gw.domains.uniform_frequency_domain.UniformFrequencyDomain property) (dingo.gw.domains.UniformFrequencyDomain property)

sampling_seed (dingo.pipe.importance_sampling.ImportanceSamplingInput property) (dingo.pipe.sampling.SamplingInput property) SamplingInput (class in dingo.pipe.sampling) SamplingNode (class in dingo.pipe.nodes.sampling_node) save_hdf5() (dingo.pipe.data_generation.DataGenerationInput method) save_model() (dingo.core.posterior_models.base_model.BasePosteriorModel method) (in module dingo.core.utils.trainutils) save_psd() (dingo.gw.noise.asd_dataset.ASDDataset method) save_training_injection() (in module dingo.gw.temporary_debug_utils) ScoreDiffusionPosteriorModel (class in dingo.core.posterior_models.score_matching) search_parameter_keys (dingo.core.result.Result property) seed_generators() (in module dingo.core.utils.torchutils) SelectStandardizeRepackageParameters (class in dingo.gw.transforms) (class in dingo.gw.transforms.parameter_transforms) SEOBNRv4PHM_maximum_starting_frequency() (in module dingo.gw.waveform_generator.waveform_generator) set_float32_matmul_precision() (in module dingo.core.utils.torchutils) set_requires_grad_flag() (in module dingo.core.utils.torchutils) set_seed_based_on_rank() (in module dingo.core.utils.torchutils) set_train_transforms() (in module dingo.gw.training) (in module dingo.gw.training.train_builders) setup_arguments() (dingo.pipe.nodes.generation_node.GenerationNode method) setup_ddp() (in module dingo.core.utils.torchutils) setup_logger() (in module dingo.core.utils.logging_utils) setup_mode_array() (dingo.gw.waveform_generator.waveform_generator.WaveformGenerator method) (dingo.gw.waveform_generator.WaveformGenerator method) sigma() (dingo.core.posterior_models.score_matching.ScoreDiffusionPosteriorModel method) signal() (dingo.gw.injection.GWSignal method) signal_m() (dingo.gw.injection.GWSignal method) signal_psis() (dingo.gw.injection.GWSignal method) single_network_steps() (in module dingo.gw.inference.sampler) spin_conversion_phase (dingo.gw.waveform_generator.waveform_generator.WaveformGenerator property) SpinConventionReparam (class in dingo.gw.inference.steps) split() (dingo.core.result.Result method) split_dataset_into_train_and_test() (in module dingo.core.utils.torchutils) split_off_extrinsic_parameters() (in module dingo.gw.prior) split_time_segments() (in module dingo.gw.noise.generate_dataset_dag) Standardization (class in dingo.core.inference.steps) standardize() (dingo.core.inference.steps.Standardization method) StandardizeParameters (class in dingo.gw.transforms.parameter_transforms) StationaryGaussianGWLikelihood (class in dingo.gw.likelihood) Step (class in dingo.core.inference.steps) StoreBoolean (class in dingo.pipe.parser) StrainTokenization (class in dingo.gw.transforms.tokenization_transforms) sum_contributions_m() (in module dingo.gw.waveform_generator.waveform_generator) SVDBasis (class in dingo.gw.SVD) synthetic_parameters_kwargs (dingo.gw.result.Result property) SyntheticPhaseFactor (class in dingo.gw.inference.steps) SyntheticPhasePsiFactor (class in dingo.gw.inference.steps)

T

t_ref (dingo.gw.inference.context.GWSamplerContext property) (dingo.gw.result.Result property) taper_td_modes_for_SEOBRNRv5_extra_time() (in module dingo.gw.waveform_generator.wfg_utils) taper_td_modes_in_place() (in module dingo.gw.waveform_generator.wfg_utils) TargetCorrection (class in dingo.core.inference.steps) td_modes_to_fd_modes() (in module dingo.gw.waveform_generator.wfg_utils) terms_22_at_psi() (dingo.gw.likelihood.StationaryGaussianGWLikelihood method) test_dimensions() (dingo.core.nn.enets.LinearProjectionRB method) test_epoch() (in module dingo.core.posterior_models.base_model) time_delay_from_geocenter() (in module dingo.gw.transforms.detector_transforms) time_marginalization_kwargs (dingo.gw.result.Result property) time_translate_data() (dingo.gw.domains.base.Domain method) (dingo.gw.domains.base_frequency_domain.BaseFrequencyDomain method) (dingo.gw.domains.time_domain.TimeDomain method) TimeDomain (class in dingo.gw.domains.time_domain) TimeShiftStrain (class in dingo.gw.transforms.detector_transforms) to_dictionary() (dingo.core.dataset.DingoDataset method) to_file() (dingo.core.dataset.DingoDataset method)

to_hdf5() (dingo.gw.inference.sampler.GWComposedSampler method) to_network() (dingo.gw.inference.steps.SpinConventionReparam method) to_physical() (dingo.gw.inference.steps.SpinConventionReparam method) to_result() (dingo.gw.inference.sampler.GWComposedSampler method) TokenEmbedding (class in dingo.core.nn.transformer) torch_available_devices() (in module dingo.core.utils.backward_compatibility) torch_detach_to_cpu() (in module dingo.core.utils.torchutils) torch_load_with_fallback() (in module dingo.core.utils.backward_compatibility) ToTorch (class in dingo.gw.transforms.inference_transforms) train() (dingo.core.posterior_models.base_model.BasePosteriorModel method) train_condor() (in module dingo.gw.training.train_pipeline_condor) train_epoch() (in module dingo.core.posterior_models.base_model) train_local() (in module dingo.gw.training.train_pipeline) train_stages() (in module dingo.gw.training.train_pipeline) train_svd_basis() (in module dingo.gw.dataset.generate_dataset) train_unconditional_density_estimator() (in module dingo.core.density.unconditional_density_estimation) train_unconditional_flow() (dingo.core.result.Result method) TransformerModel (class in dingo.core.nn.transformer)

U

UniformFrequencyDomain (class in dingo.gw.domains) (class in dingo.gw.domains.uniform_frequency_domain) UnpackDict (class in dingo.gw.transforms) (class in dingo.gw.transforms.general_transforms) unwrap_network() (in module dingo.core.utils.torchutils) update() (dingo.core.utils.gnpeutils.IterationTracker method) (dingo.core.utils.trainutils.AvgTracker method) (dingo.core.utils.trainutils.LossInfo method) (dingo.gw.domains.base.Domain method) (dingo.gw.domains.multibanded_frequency_domain.MultibandedFrequencyDomain method) (dingo.gw.domains.uniform_frequency_domain.UniformFrequencyDomain method) (dingo.gw.domains.UniformFrequencyDomain method) update_data() (dingo.gw.domains.multibanded_frequency_domain.MultibandedFrequencyDomain method) (dingo.gw.domains.uniform_frequency_domain.UniformFrequencyDomain method) (dingo.gw.domains.UniformFrequencyDomain method)

update_data_config() (in module dingo.core.utils.backward_compatibility) update_domain() (dingo.gw.dataset.waveform_dataset.WaveformDataset method) (dingo.gw.dataset.WaveformDataset method) (dingo.gw.noise.asd_dataset.ASDDataset method) update_model_config() (in module dingo.core.utils.backward_compatibility) update_prior() (dingo.gw.result.Result method) update_timer() (dingo.core.utils.trainutils.LossInfo method) use_base_domain (dingo.gw.injection.GWSignal property) (dingo.gw.result.Result property) use_cache (dingo.core.nn.cfnets.ContinuousFlow property) uses_dft_phase_decomposition (dingo.gw.waveform_generator.waveform_generator.NewInterfaceWaveformGenerator property) (dingo.gw.waveform_generator.waveform_generator.WaveformGenerator property) (dingo.gw.waveform_generator.WaveformGenerator property)

W

WaveformDataset (class in dingo.gw.dataset) (class in dingo.gw.dataset.waveform_dataset) WaveformGenerator (class in dingo.gw.waveform_generator) (class in dingo.gw.waveform_generator.waveform_generator) whiten (dingo.gw.injection.GWSignal property)

WhitenAndScaleStrain (class in dingo.gw.transforms) (class in dingo.gw.transforms.noise_transforms) WhitenFixedASD (class in dingo.gw.transforms.noise_transforms) WhitenStrain (class in dingo.gw.transforms.noise_transforms) write_complete_config_file() (in module dingo.pipe.main) write_history() (in module dingo.core.utils.trainutils), [1]