Index A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | U | V | W | X | Y | Z A add_and_update_points() (nessai.samplers.importancesampler.ImportanceNestedSampler method) add_default_reparameterisations() (nessai.gw.proposal.GWFlowProposal method) (nessai.proposal.flowproposal.base.BaseFlowProposal method) add_dict_to_hdf5_file() (in module nessai.utils.io) add_extra_parameters_to_live_points() (in module nessai.livepoint) add_fields() (nessai.samplers.importancesampler.ImportanceNestedSampler static method) add_level_post_sampling() (nessai.samplers.importancesampler.ImportanceNestedSampler method) add_new_flow() (nessai.flowmodel.importance.ImportanceFlowModel method) add_new_proposal() (nessai.samplers.importancesampler.ImportanceNestedSampler method) add_new_proposal_weight() (nessai.samplers.importancesampler.ImportanceNestedSampler method) add_reparameterisation() (nessai.reparameterisations.combined.CombinedReparameterisation method) (nessai.reparameterisations.utils.ReparameterisationDict method) add_reparameterisations() (nessai.reparameterisations.combined.CombinedReparameterisation method) add_samples() (nessai.samplers.importancesampler.OrderedSamples method) add_to_nested_samples() (nessai.samplers.importancesampler.OrderedSamples method) adjust_final_samples() (nessai.samplers.importancesampler.ImportanceNestedSampler method) aliases (nessai.gw.proposal.GWFlowProposal attribute) allow_multi_valued_likelihood (nessai.model.Model attribute) allow_vectorised (nessai.model.Model attribute) allow_vectorised_prior (nessai.model.Model attribute) AnalyticProposal (class in nessai.proposal.analytic) Angle (class in nessai.reparameterisations.angle) angle (nessai.reparameterisations.angle.Angle property) AnglePair (class in nessai.reparameterisations.angle) angles (nessai.reparameterisations.angle.AnglePair property) array_split_chunksize() (in module nessai.utils.structures) assert_structured_arrays_equal() (in module nessai.utils.testing) augmented_prior() (nessai.proposal.augmented.AugmentedFlowProposal method) AugmentedFlowProposal (class in nessai.proposal.augmented) AugmentedGWFlowProposal (class in nessai.gw.proposal) auto_bins() (in module nessai.utils.hist) B backward_pass() (nessai.proposal.augmented.AugmentedFlowProposal method) (nessai.proposal.flowproposal.base.BaseFlowProposal method) (nessai.proposal.flowproposal.flowproposal.FlowProposal method) base_colour (nessai.config.PlottingConfig attribute) base_distribution_log_prob() (nessai.flows.base.BaseFlow method) (nessai.flows.base.NFlow method) BaseFlow (class in nessai.flows.base) BaseFlowProposal (class in nessai.proposal.flowproposal.base) BaseNestedSampler (class in nessai.samplers.base) batch_evaluate_function() (in module nessai.utils.multiprocessing) batch_evaluate_log_likelihood() (nessai.model.Model method) batch_evaluate_log_prior() (nessai.model.Model method) batch_evaluate_log_prior_unit_hypercube() (nessai.model.Model method) birth_log_likelihoods (nessai.samplers.nestedsampler.NestedSampler property) bonferroni_correction() (in module nessai.utils.indices) bounds (nessai.model.Model property) (nessai.utils.testing.IntegrationTestModel attribute) C check_batch_size() (nessai.flowmodel.base.FlowModel static method) check_configuration() (nessai.samplers.importancesampler.ImportanceNestedSampler method) check_flow_model_reset() (nessai.samplers.nestedsampler.NestedSampler method) check_insertion_indices() (nessai.samplers.nestedsampler.NestedSampler method) check_multiprocessing_start_method() (in module nessai.utils.multiprocessing) check_order() (nessai.reparameterisations.combined.CombinedReparameterisation method) check_prior_bounds() (nessai.proposal.flowproposal.base.BaseFlowProposal method) check_proposal_kwargs() (in module nessai.proposal.utils) check_proposal_switch() (nessai.samplers.nestedsampler.NestedSampler method) check_resume() (nessai.flowsampler.FlowSampler method) (nessai.samplers.nestedsampler.NestedSampler method) check_state() (nessai.proposal.flowproposal.base.BaseFlowProposal method) (nessai.samplers.nestedsampler.NestedSampler method) check_training() (nessai.samplers.nestedsampler.NestedSampler method) check_vectorised_function() (in module nessai.utils.multiprocessing) checkpoint() (nessai.samplers.base.BaseNestedSampler method) (nessai.samplers.importancesampler.ImportanceNestedSampler method) clip_min (nessai.config.PlottingConfig attribute) close_pool() (nessai.model.Model method) (nessai.samplers.base.BaseNestedSampler method) CombinedReparameterisation (class in nessai.reparameterisations.combined) ComovingDistanceConverter (class in nessai.gw.utils) compute_acceptance() (nessai.proposal.flowproposal.base.BaseFlowProposal method) compute_evidence_ratio() (nessai.samplers.importancesampler.OrderedSamples method) compute_importance() (nessai.samplers.importancesampler.OrderedSamples method) compute_indices_ks_test() (in module nessai.utils.indices) compute_kl_between_proposals() (nessai.proposal.importance.ImportanceFlowProposal method) compute_leakage() (nessai.samplers.importancesampler.ImportanceNestedSampler method) compute_log_Q() (nessai.proposal.importance.ImportanceFlowProposal method) compute_meta_proposal_from_log_q() (nessai.proposal.importance.ImportanceFlowProposal method) compute_meta_proposal_samples() (nessai.proposal.importance.ImportanceFlowProposal method) compute_minimum_distances() (in module nessai.utils.distance) compute_radius() (in module nessai.utils.sampling) compute_stopping_criterion() (nessai.samplers.importancesampler.ImportanceNestedSampler method) compute_weights() (in module nessai.posterior) (nessai.proposal.flowproposal.base.BaseFlowProposal method) (nessai.proposal.rejection.RejectionProposal method) configure_constant_volume() (nessai.proposal.flowproposal.flowproposal.FlowProposal method) configure_edge_detection() (in module nessai.utils.rescaling) configure_fixed_radius() (nessai.proposal.flowproposal.flowproposal.FlowProposal method) configure_flow_proposal() (nessai.samplers.nestedsampler.NestedSampler method) configure_flow_reset() (nessai.samplers.nestedsampler.NestedSampler method) configure_iterations() (nessai.samplers.importancesampler.ImportanceNestedSampler method) configure_latent_prior() (nessai.proposal.flowproposal.flowproposal.FlowProposal method) configure_logger() (in module nessai.utils.logging) configure_max_iteration() (nessai.samplers.nestedsampler.NestedSampler method) configure_min_max_radius() (nessai.proposal.flowproposal.flowproposal.FlowProposal method) configure_model() (in module nessai.flows.utils) configure_output() (nessai.samplers.base.BaseNestedSampler method) (nessai.samplers.nestedsampler.NestedSampler method) configure_periodic_logging() (nessai.samplers.base.BaseNestedSampler method) configure_plotting() (nessai.proposal.flowproposal.base.BaseFlowProposal method) configure_pool() (nessai.model.Model method) configure_poolsize() (nessai.proposal.flowproposal.base.BaseFlowProposal method) configure_population() (nessai.proposal.flowproposal.flowproposal.FlowProposal method) configure_post_rescaling() (nessai.reparameterisations.rescale.PrePostRescalingMixin method) (nessai.reparameterisations.rescale.RescaleToBounds method) configure_pre_rescaling() (nessai.reparameterisations.rescale.PrePostRescalingMixin method) configure_random_seed() (nessai.samplers.base.BaseNestedSampler method) configure_reparameterisations() (nessai.proposal.flowproposal.base.BaseFlowProposal method) configure_rng() (nessai.samplers.base.BaseNestedSampler method) configure_stopping_criterion() (nessai.samplers.importancesampler.ImportanceNestedSampler method) configure_threads() (in module nessai.utils.threading) configure_training_frequency() (nessai.samplers.nestedsampler.NestedSampler method) configure_uninformed_proposal() (nessai.samplers.nestedsampler.NestedSampler method) consume_sample() (nessai.samplers.nestedsampler.NestedSampler method) convert_to_samples() (nessai.proposal.flowproposal.base.BaseFlowProposal method) core_parameters (nessai.config.LivepointsConfig attribute) core_parameters_defaults (nessai.config.LivepointsConfig property) core_parameters_dtype (nessai.config.LivepointsConfig property) corner_plot() (in module nessai.plot) create_linear_transform() (in module nessai.flows.utils) create_pre_transform() (in module nessai.flows.utils) current_proposal_entropy (nessai.samplers.importancesampler.ImportanceNestedSampler property) D dataframe_to_live_points() (in module nessai.livepoint) default() (nessai.utils.io.NessaiJSONEncoder method) default_float_dtype (nessai.config.LivepointsConfig attribute) default_float_value (nessai.config.LivepointsConfig attribute) DeltaPhaseReparameterisation (class in nessai.gw.reparameterisations) Dequantise (class in nessai.reparameterisations.discrete) detect_edge() (in module nessai.utils.rescaling) determine_log_likelihood_threshold() (nessai.samplers.importancesampler.ImportanceNestedSampler method) determine_rescaled_bounds() (in module nessai.utils.rescaling) determine_threshold_entropy() (nessai.samplers.importancesampler.ImportanceNestedSampler method) determine_threshold_quantile() (nessai.samplers.importancesampler.ImportanceNestedSampler method) dict_to_live_points() (in module nessai.livepoint) differential_entropy() (in module nessai.utils.information) dims (nessai.model.Model property) (nessai.proposal.flowproposal.base.BaseFlowProposal property) disable_style (nessai.config.PlottingConfig attribute) discrete_parameters (nessai.model.Model property) DistanceConverter (class in nessai.gw.utils) DistanceReparameterisation (class in nessai.gw.reparameterisations) draw() (nessai.proposal.analytic.AnalyticProposal method) (nessai.proposal.base.Proposal method) (nessai.proposal.flowproposal.base.BaseFlowProposal method) (nessai.proposal.importance.ImportanceFlowProposal method) draw_final_samples() (nessai.samplers.importancesampler.ImportanceNestedSampler method) draw_from_flows() (nessai.proposal.importance.ImportanceFlowProposal method) draw_from_prior() (nessai.proposal.importance.ImportanceFlowProposal method) draw_gaussian() (in module nessai.utils.sampling) draw_latent_prior() (nessai.proposal.flowproposal.flowproposal.FlowProposal method) draw_more_nested_samples() (nessai.samplers.importancesampler.ImportanceNestedSampler method) draw_n_samples() (nessai.samplers.importancesampler.ImportanceNestedSampler method) draw_nsphere() (in module nessai.utils.sampling) draw_posterior_samples() (in module nessai.posterior) (nessai.samplers.importancesampler.ImportanceNestedSampler method) draw_proposal() (nessai.proposal.rejection.RejectionProposal method) draw_surface_nsphere() (in module nessai.utils.sampling) draw_truncated_gaussian() (in module nessai.utils.sampling) draw_uniform() (in module nessai.utils.sampling) E effective_sample_size() (in module nessai.utils.stats) empty_structured_array() (in module nessai.livepoint) encode_for_hdf5() (in module nessai.utils.io) end_iteration (nessai.flows.distributions.ResampledGaussian attribute) end_iteration() (nessai.flowmodel.base.FlowModel method) (nessai.flows.base.BaseFlow method) (nessai.flows.base.NFlow method) eps (nessai.config.GeneralConfig attribute) evaluate_likelihoods() (nessai.proposal.base.Proposal method) evaluate_log_likelihood() (nessai.model.Model method) exp_with_log_jacobian() (in module nessai.utils.rescaling) extra_parameters (nessai.config.LivepointsConfig attribute) extra_parameters_defaults (nessai.config.LivepointsConfig attribute) extra_parameters_dtype (nessai.config.LivepointsConfig attribute) F finalise() (nessai.flowmodel.base.FlowModel method) (nessai.flows.base.BaseFlow method) (nessai.flows.base.NFlow method) (nessai.flows.distributions.ResampledGaussian method) (nessai.samplers.importancesampler.ImportanceNestedSampler method) (nessai.samplers.importancesampler.OrderedSamples method) (nessai.samplers.nestedsampler.NestedSampler method) flow_config (nessai.proposal.flowproposal.base.BaseFlowProposal property) (nessai.proposal.importance.ImportanceFlowProposal property) FlowConfig (class in nessai.flowmodel.config) FlowModel (class in nessai.flowmodel.base) FlowProposal (class in nessai.proposal.flowproposal) (class in nessai.proposal.flowproposal.flowproposal) FlowSampler (class in nessai.flowsampler) forward() (nessai.flows.base.BaseFlow method) (nessai.flows.base.NFlow method) (nessai.flows.nets.MLP method) forward_and_log_prob() (nessai.flowmodel.base.FlowModel method) (nessai.flows.base.BaseFlow method) (nessai.flows.base.NFlow method) forward_pass() (nessai.proposal.flowproposal.base.BaseFlowProposal method) freeze_transform() (nessai.flows.base.BaseFlow method) (nessai.flows.base.NFlow method) from_prime() (nessai.proposal.importance.ImportanceFlowProposal method) from_prime_order (nessai.reparameterisations.combined.CombinedReparameterisation property) from_uniform_parameter() (nessai.gw.utils.ComovingDistanceConverter method) (nessai.gw.utils.DistanceConverter method) (nessai.gw.utils.NullDistanceConverter method) (nessai.gw.utils.PowerLawConverter method) from_unit_hypercube() (nessai.model.Model method) (nessai.utils.testing.IntegrationTestModel method) G gaussian_cdf() (in module nessai.utils.rescaling) GeneralConfig (class in nessai.config) get_activation_function() (in module nessai.flows.utils) get_all_kwargs() (in module nessai.utils.settings) get_alt_distribution() (nessai.proposal.flowproposal.flowproposal.FlowProposal method) get_base_distribution() (in module nessai.flows.utils) get_distance_converter() (in module nessai.gw.utils) get_dtype() (in module nessai.livepoint) get_flow_class() (in module nessai.flows.utils) get_flow_proposal_class() (in module nessai.proposal.utils) get_gw_reparameterisation() (in module nessai.gw.reparameterisations) get_inverse_indices() (in module nessai.utils.structures) get_multivariate_normal() (in module nessai.utils.distributions) get_n_neurons() (in module nessai.flows.utils) get_n_pool() (in module nessai.utils.multiprocessing) get_native_flow_class() (in module nessai.flows.utils) get_optimiser() (nessai.flowmodel.base.FlowModel method) get_proposal() (nessai.samplers.importancesampler.ImportanceNestedSampler method) get_proposal_log_prob() (nessai.proposal.importance.ImportanceFlowProposal method) get_reparameterisation() (in module nessai.reparameterisations.utils) (nessai.gw.proposal.GWFlowProposal method) (nessai.proposal.flowproposal.base.BaseFlowProposal method) get_result_dictionary() (nessai.samplers.base.BaseNestedSampler method) (nessai.samplers.importancesampler.ImportanceNestedSampler method) (nessai.samplers.nestedsampler.NestedSampler method) get_run_kwargs_list() (in module nessai.utils.settings) get_subset_arrays() (in module nessai.utils.structures) get_uniform_distribution() (in module nessai.utils.distributions) GWFlowProposal (class in nessai.gw.proposal) H has_conversion (nessai.gw.utils.ComovingDistanceConverter attribute) (nessai.gw.utils.DistanceConverter attribute) (nessai.gw.utils.PowerLawConverter attribute) has_discrete_parameters (nessai.model.Model property) has_jacobian (nessai.gw.utils.ComovingDistanceConverter attribute) (nessai.gw.utils.DistanceConverter attribute) (nessai.gw.utils.NullDistanceConverter attribute) (nessai.gw.utils.PowerLawConverter attribute) has_prime_prior (nessai.reparameterisations.combined.CombinedReparameterisation property) highlight_colour (nessai.config.PlottingConfig attribute) I ImportanceFlowModel (class in nessai.flowmodel.importance) ImportanceFlowProposal (class in nessai.proposal.importance) ImportanceNestedSampler (class in nessai.samplers.importancesampler) in_bounds() (nessai.model.Model method) in_unit_hypercube() (nessai.model.Model method) initialise() (nessai.flowmodel.base.FlowModel method) (nessai.flowmodel.importance.ImportanceFlowModel method) (nessai.proposal.base.Proposal method) (nessai.proposal.flowproposal.base.BaseFlowProposal method) (nessai.proposal.importance.ImportanceFlowProposal method) (nessai.samplers.importancesampler.ImportanceNestedSampler method) (nessai.samplers.nestedsampler.NestedSampler method) initialise_history() (nessai.samplers.base.BaseNestedSampler method) (nessai.samplers.importancesampler.ImportanceNestedSampler method) (nessai.samplers.nestedsampler.NestedSampler method) initialise_pool_variables() (in module nessai.utils.multiprocessing) initialised (nessai.proposal.base.Proposal property) insert_live_point() (nessai.samplers.nestedsampler.NestedSampler method) IntegrationTestModel (class in nessai.utils.testing) inverse() (nessai.flowmodel.base.FlowModel method) (nessai.flows.base.BaseFlow method) (nessai.flows.base.NFlow method) inverse_gaussian_cdf() (in module nessai.utils.rescaling) inverse_reparameterise() (nessai.gw.reparameterisations.DeltaPhaseReparameterisation method) (nessai.reparameterisations.angle.Angle method) (nessai.reparameterisations.angle.AnglePair method) (nessai.reparameterisations.base.Reparameterisation method) (nessai.reparameterisations.combined.CombinedReparameterisation method) (nessai.reparameterisations.null.NullReparameterisation method) (nessai.reparameterisations.rescale.RescaleToBounds method) (nessai.reparameterisations.rescale.ScaleAndShift method) inverse_rescale() (nessai.proposal.flowproposal.base.BaseFlowProposal method) (nessai.proposal.importance.ImportanceFlowProposal method) inverse_rescale_minus_one_to_one() (in module nessai.utils.rescaling) inverse_rescale_zero_to_one() (in module nessai.utils.rescaling) is_jsonable() (in module nessai.utils.io) isfinite_struct() (in module nessai.utils.structures) it_default (nessai.config.LivepointsConfig attribute) it_dtype (nessai.config.LivepointsConfig attribute) K kl_divergence() (nessai.samplers.importancesampler.ImportanceNestedSampler static method) KnownReparameterisation (class in nessai.reparameterisations.utils) L last_updated (nessai.samplers.nestedsampler.NestedSampler property) likelihood_calls (nessai.samplers.base.BaseNestedSampler attribute) likelihood_chunksize (nessai.model.Model attribute) likelihood_evaluation_time (nessai.model.Model attribute) (nessai.samplers.base.BaseNestedSampler property) likelihood_evaluations (nessai.model.Model attribute) line_colours (nessai.config.PlottingConfig attribute) line_styles (nessai.config.PlottingConfig attribute) live_points (nessai.samplers.importancesampler.OrderedSamples property) live_points_to_array() (in module nessai.livepoint) live_points_to_dict() (in module nessai.livepoint) live_points_unit (nessai.samplers.importancesampler.ImportanceNestedSampler property) LivepointsConfig (class in nessai.config) load_all_weights() (nessai.flowmodel.importance.ImportanceFlowModel method) load_weights() (nessai.flowmodel.base.FlowModel method) log_2d_cartesian_prior() (in module nessai.priors) log_2d_cartesian_prior_sine() (in module nessai.priors) log_3d_cartesian_prior() (in module nessai.priors) log_evidence (nessai.flowsampler.FlowSampler property) log_evidence_error (nessai.flowsampler.FlowSampler property) log_evidence_from_ins_samples() (in module nessai.evidence) log_integrate_log_trap() (in module nessai.evidence) log_likelihood() (nessai.model.Model method) (nessai.utils.testing.IntegrationTestModel method) log_likelihood_wrapper() (in module nessai.utils.multiprocessing) log_prior() (nessai.model.Model method) (nessai.proposal.augmented.AugmentedFlowProposal method) (nessai.proposal.flowproposal.base.BaseFlowProposal method) (nessai.reparameterisations.angle.Angle method) (nessai.reparameterisations.angle.AnglePair method) (nessai.reparameterisations.combined.CombinedReparameterisation method) (nessai.utils.testing.IntegrationTestModel method) log_prior_unit_hypercube() (nessai.model.Model method) log_prior_unit_hypercube_wrapper() (in module nessai.utils.multiprocessing) log_prior_wrapper() (in module nessai.utils.multiprocessing) log_prob() (nessai.flowmodel.base.FlowModel method) (nessai.flows.base.BaseFlow method) (nessai.flows.base.NFlow method) log_prob_all() (nessai.flowmodel.importance.ImportanceFlowModel method) log_prob_ith() (nessai.flowmodel.importance.ImportanceFlowModel method) log_proposal() (nessai.proposal.rejection.RejectionProposal method) log_state() (nessai.samplers.importancesampler.ImportanceNestedSampler method) (nessai.samplers.nestedsampler.NestedSampler method) log_uniform_prior() (in module nessai.priors) log_with_log_jacobian() (in module nessai.utils.rescaling) logistic_function() (in module nessai.utils.rescaling) logit() (in module nessai.utils.rescaling) logl_dtype (nessai.config.LivepointsConfig attribute) logsubexp() (in module nessai.evidence) lower_bounds (nessai.model.Model property) LULinear (class in nessai.flows.transforms) M MaskedAutoregressiveFlow (class in nessai.flows.maf) max_figsize (nessai.config.PlottingConfig attribute) mean_acceptance (nessai.samplers.nestedsampler.NestedSampler property) MLP (class in nessai.flows.nets) Model (class in nessai.model) model (nessai.flowmodel.importance.ImportanceFlowModel property) module nessai nessai.config nessai.evidence nessai.flowmodel nessai.flowmodel.base nessai.flowmodel.config nessai.flowmodel.importance nessai.flowmodel.utils nessai.flows nessai.flows.base nessai.flows.distributions nessai.flows.maf nessai.flows.nets nessai.flows.nsf nessai.flows.realnvp nessai.flows.transforms nessai.flows.utils nessai.flowsampler nessai.gw nessai.gw.proposal nessai.gw.reparameterisations nessai.gw.utils nessai.livepoint nessai.model nessai.nestedsampler nessai.plot nessai.posterior nessai.priors nessai.proposal nessai.proposal.analytic nessai.proposal.augmented nessai.proposal.base nessai.proposal.flowproposal nessai.proposal.flowproposal.base nessai.proposal.flowproposal.flowproposal nessai.proposal.importance nessai.proposal.rejection nessai.proposal.utils nessai.reparameterisations nessai.reparameterisations.angle nessai.reparameterisations.base nessai.reparameterisations.combined nessai.reparameterisations.discrete nessai.reparameterisations.null nessai.reparameterisations.rescale nessai.reparameterisations.utils nessai.samplers nessai.samplers.base nessai.samplers.importancesampler nessai.samplers.nestedsampler nessai.utils nessai.utils.bilbyutils nessai.utils.distance nessai.utils.distributions nessai.utils.errors nessai.utils.hist nessai.utils.indices nessai.utils.information nessai.utils.io nessai.utils.logging nessai.utils.multiprocessing nessai.utils.optimise nessai.utils.rescaling nessai.utils.sampling nessai.utils.settings nessai.utils.sorting nessai.utils.stats nessai.utils.structures nessai.utils.testing nessai.utils.threading nessai.utils.torchutils move_to() (nessai.flowmodel.base.FlowModel method) MultivariateNormal (class in nessai.flows.distributions) N n_models (nessai.flowmodel.importance.ImportanceFlowModel property) n_proposals (nessai.proposal.importance.ImportanceFlowProposal property) name (nessai.reparameterisations.base.Reparameterisation property) names (nessai.model.Model property) (nessai.utils.testing.IntegrationTestModel attribute) NDimensionalTruncatedGaussian (class in nessai.utils.sampling) nessai module nessai.config module nessai.evidence module nessai.flowmodel module nessai.flowmodel.base module nessai.flowmodel.config module nessai.flowmodel.importance module nessai.flowmodel.utils module nessai.flows module nessai.flows.base module nessai.flows.distributions module nessai.flows.maf module nessai.flows.nets module nessai.flows.nsf module nessai.flows.realnvp module nessai.flows.transforms module nessai.flows.utils module nessai.flowsampler module nessai.gw module nessai.gw.proposal module nessai.gw.reparameterisations module nessai.gw.utils module nessai.livepoint module nessai.model module nessai.nestedsampler module nessai.plot module nessai.posterior module nessai.priors module nessai.proposal module nessai.proposal.analytic module nessai.proposal.augmented module nessai.proposal.base module nessai.proposal.flowproposal module nessai.proposal.flowproposal.base module nessai.proposal.flowproposal.flowproposal module nessai.proposal.importance module nessai.proposal.rejection module nessai.proposal.utils module nessai.reparameterisations module nessai.reparameterisations.angle module nessai.reparameterisations.base module nessai.reparameterisations.combined module nessai.reparameterisations.discrete module nessai.reparameterisations.null module nessai.reparameterisations.rescale module nessai.reparameterisations.utils module nessai.samplers module nessai.samplers.base module nessai.samplers.importancesampler module nessai.samplers.nestedsampler module nessai.utils module nessai.utils.bilbyutils module nessai.utils.distance module nessai.utils.distributions module nessai.utils.errors module nessai.utils.hist module nessai.utils.indices module nessai.utils.information module nessai.utils.io module nessai.utils.logging module nessai.utils.multiprocessing module nessai.utils.optimise module nessai.utils.rescaling module nessai.utils.sampling module nessai.utils.settings module nessai.utils.sorting module nessai.utils.stats module nessai.utils.structures module nessai.utils.testing module nessai.utils.threading module nessai.utils.torchutils module nessai_style() (in module nessai.plot) NessaiJSONEncoder (class in nessai.utils.io) nested_samples (nessai.flowsampler.FlowSampler property) (nessai.samplers.importancesampler.OrderedSamples property) nested_samples_unit (nessai.samplers.importancesampler.ImportanceNestedSampler property) nested_sampling_loop() (nessai.samplers.importancesampler.ImportanceNestedSampler method) (nessai.samplers.nestedsampler.NestedSampler method) NestedSampler (class in nessai.nestedsampler) (class in nessai.samplers.nestedsampler) NeuralSplineFlow (class in nessai.flows.nsf) new_point() (nessai.model.Model method) new_point_log_prob() (nessai.model.Model method) NFlow (class in nessai.flows.base) non_sampling_defaults (nessai.config.LivepointsConfig property) non_sampling_dtype (nessai.config.LivepointsConfig property) non_sampling_parameters (nessai.config.LivepointsConfig property) NullDistanceConverter (class in nessai.gw.utils) NullReparameterisation (class in nessai.reparameterisations.null) numpy_array_to_live_points() (in module nessai.livepoint) numpy_array_to_tensor() (nessai.flowmodel.base.FlowModel method) O OneDimensionalModelError optimise_meta_proposal_weights() (in module nessai.utils.optimise) OrderedSamples (class in nessai.samplers.importancesampler) P parallelise_prior (nessai.model.Model attribute) parameter_in_bounds() (nessai.model.Model method) parameters_to_live_point() (in module nessai.livepoint) periodically_log_state() (nessai.samplers.base.BaseNestedSampler method) plot_1d_comparison() (in module nessai.plot) plot_extra_state() (nessai.samplers.importancesampler.ImportanceNestedSampler method) plot_histogram() (in module nessai.plot) plot_indices() (in module nessai.plot) plot_insertion_indices() (nessai.samplers.nestedsampler.NestedSampler method) plot_level_cdf() (nessai.samplers.importancesampler.ImportanceNestedSampler method) plot_likelihood_levels() (nessai.samplers.importancesampler.ImportanceNestedSampler method) plot_live_points() (in module nessai.plot) plot_loss() (in module nessai.plot) plot_pool() (nessai.proposal.flowproposal.base.BaseFlowProposal method) plot_state() (nessai.samplers.importancesampler.ImportanceNestedSampler method) (nessai.samplers.nestedsampler.NestedSampler method) plot_trace() (in module nessai.plot) (nessai.samplers.importancesampler.ImportanceNestedSampler method) (nessai.samplers.nestedsampler.NestedSampler method) PlottingConfig (class in nessai.config) pool (nessai.model.Model attribute) poolsize (nessai.proposal.analytic.AnalyticProposal property) (nessai.proposal.flowproposal.base.BaseFlowProposal property) populate() (nessai.proposal.analytic.AnalyticProposal method) (nessai.proposal.flowproposal.base.BaseFlowProposal method) (nessai.proposal.flowproposal.flowproposal.FlowProposal method) (nessai.proposal.rejection.RejectionProposal method) populate_live_points() (nessai.samplers.importancesampler.ImportanceNestedSampler method) (nessai.samplers.nestedsampler.NestedSampler method) population_dtype (nessai.proposal.flowproposal.base.BaseFlowProposal property) post_rescaling() (nessai.reparameterisations.rescale.PrePostRescalingMixin method) (nessai.reparameterisations.rescale.RescaleToBounds method) post_rescaling_inv() (nessai.reparameterisations.rescale.PrePostRescalingMixin method) (nessai.reparameterisations.rescale.RescaleToBounds method) posterior_effective_sample_size (nessai.samplers.base.BaseNestedSampler property) (nessai.samplers.importancesampler.ImportanceNestedSampler property) (nessai.samplers.nestedsampler.NestedSampler property) PowerLawConverter (class in nessai.gw.utils) pre_rescaling() (nessai.reparameterisations.discrete.Dequantise method) (nessai.reparameterisations.rescale.PrePostRescalingMixin method) (nessai.reparameterisations.rescale.RescaleToBounds method) pre_rescaling_inv() (nessai.reparameterisations.discrete.Dequantise method) (nessai.reparameterisations.rescale.PrePostRescalingMixin method) (nessai.reparameterisations.rescale.RescaleToBounds method) prep_data() (nessai.flowmodel.base.FlowModel method) prep_latent_prior() (nessai.proposal.flowproposal.flowproposal.FlowProposal method) PrePostRescalingMixin (class in nessai.reparameterisations.rescale) prior_bounds (nessai.proposal.flowproposal.base.BaseFlowProposal property) produce_plots() (nessai.samplers.importancesampler.ImportanceNestedSampler method) Proposal (class in nessai.proposal.base) R radial (nessai.reparameterisations.angle.Angle property) (nessai.reparameterisations.angle.AnglePair property) radius (nessai.reparameterisations.angle.Angle property) radius() (nessai.proposal.flowproposal.flowproposal.FlowProposal method) reached_tolerance (nessai.samplers.importancesampler.ImportanceNestedSampler property) RealNVP (class in nessai.flows.realnvp) RejectionProposal (class in nessai.proposal.rejection) reload_weights() (nessai.flowmodel.base.FlowModel method) remove_samples() (nessai.samplers.importancesampler.ImportanceNestedSampler method) (nessai.samplers.importancesampler.OrderedSamples method) Reparameterisation (class in nessai.reparameterisations.base) ReparameterisationDict (class in nessai.reparameterisations.utils) reparameterisations (nessai.model.Model attribute) reparameterise() (nessai.gw.reparameterisations.DeltaPhaseReparameterisation method) (nessai.reparameterisations.angle.Angle method) (nessai.reparameterisations.angle.AnglePair method) (nessai.reparameterisations.base.Reparameterisation method) (nessai.reparameterisations.combined.CombinedReparameterisation method) (nessai.reparameterisations.null.NullReparameterisation method) (nessai.reparameterisations.rescale.RescaleToBounds method) (nessai.reparameterisations.rescale.ScaleAndShift method) replace_in_list() (in module nessai.utils.structures) requires_prime_prior (nessai.reparameterisations.combined.CombinedReparameterisation property) ResampledGaussian (class in nessai.flows.distributions) Rescale (class in nessai.reparameterisations.rescale) rescale() (nessai.proposal.flowproposal.base.BaseFlowProposal method) (nessai.proposal.importance.ImportanceFlowProposal method) rescale_minus_one_to_one() (in module nessai.utils.rescaling) rescale_zero_to_one() (in module nessai.utils.rescaling) rescaled_dims (nessai.proposal.flowproposal.base.BaseFlowProposal property) RescaleToBounds (class in nessai.reparameterisations.rescale) reset() (nessai.config.LivepointsConfig method) (nessai.proposal.flowproposal.base.BaseFlowProposal method) (nessai.proposal.flowproposal.flowproposal.FlowProposal method) (nessai.reparameterisations.base.Reparameterisation method) (nessai.reparameterisations.combined.CombinedReparameterisation method) (nessai.reparameterisations.rescale.RescaleToBounds method) (nessai.reparameterisations.rescale.ScaleAndShift method) reset_extra_live_points_parameters() (in module nessai.livepoint) reset_inversion() (nessai.reparameterisations.combined.CombinedReparameterisation method) (nessai.reparameterisations.rescale.RescaleToBounds method) reset_model() (nessai.flowmodel.base.FlowModel method) reset_model_weights() (nessai.proposal.flowproposal.base.BaseFlowProposal method) reset_optimiser() (nessai.flowmodel.importance.ImportanceFlowModel method) reset_permutations() (in module nessai.flows.utils) reset_properties() (nessai.config.LivepointsConfig method) reset_weights() (in module nessai.flows.utils) resume() (nessai.flowmodel.importance.ImportanceFlowModel method) (nessai.proposal.base.Proposal method) (nessai.proposal.flowproposal.base.BaseFlowProposal method) (nessai.proposal.importance.ImportanceFlowProposal method) (nessai.samplers.base.BaseNestedSampler class method) resume_from_pickled_sampler() (nessai.samplers.base.BaseNestedSampler class method) (nessai.samplers.importancesampler.ImportanceNestedSampler class method) (nessai.samplers.nestedsampler.NestedSampler class method) rng (nessai.flowsampler.FlowSampler property) RNGError RNGNotSetError RNGSetError rolling_mean() (in module nessai.utils.stats) run() (nessai.flowsampler.FlowSampler method) run_importance_nested_sampler() (nessai.flowsampler.FlowSampler method) run_standard_sampler() (nessai.flowsampler.FlowSampler method) S safe_exit() (nessai.flowsampler.FlowSampler method) safe_file_dump() (in module nessai.utils.io) sample() (nessai.flowmodel.base.FlowModel method) (nessai.flows.base.BaseFlow method) (nessai.flows.base.NFlow method) (nessai.utils.sampling.NDimensionalTruncatedGaussian method) sample_and_log_prob() (nessai.flowmodel.base.FlowModel method) (nessai.flows.base.BaseFlow method) (nessai.flows.base.NFlow method) sample_ith() (nessai.flowmodel.importance.ImportanceFlowModel method) sample_latent_distribution() (nessai.flowmodel.base.FlowModel method) (nessai.flows.base.BaseFlow method) (nessai.flows.base.NFlow method) sample_parameter() (nessai.model.Model method) sample_unit_hypercube() (nessai.model.Model method) samples_entropy (nessai.samplers.importancesampler.ImportanceNestedSampler property) sanitise_array() (in module nessai.plot) save_dict_to_hdf5() (in module nessai.utils.io) save_kwargs() (nessai.flowsampler.FlowSampler method) save_live_points() (in module nessai.utils.io) save_results() (nessai.flowsampler.FlowSampler method) save_to_json() (in module nessai.utils.io) save_weights() (nessai.flowmodel.base.FlowModel method) (nessai.flowmodel.importance.ImportanceFlowModel method) ScaleAndShift (class in nessai.reparameterisations.rescale) set_bounds() (nessai.reparameterisations.discrete.Dequantise method) (nessai.reparameterisations.rescale.RescaleToBounds method) set_rescaling() (nessai.proposal.augmented.AugmentedFlowProposal method) (nessai.proposal.flowproposal.base.BaseFlowProposal method) (nessai.proposal.flowproposal.flowproposal.FlowProposal method) set_rng() (nessai.model.Model method) set_torch_default_dtype() (in module nessai.utils.torchutils) setup_from_input_dict() (nessai.flowmodel.base.FlowModel method) setup_logger() (in module nessai.utils.logging) sigmoid() (in module nessai.utils.rescaling) silu() (in module nessai.flows.utils) sns_style (nessai.config.PlottingConfig attribute) sort_reparameterisations() (in module nessai.utils.sorting) sort_samples() (nessai.samplers.importancesampler.OrderedSamples method) stopping_criterion_aliases (nessai.samplers.importancesampler.ImportanceNestedSampler attribute) T terminate_run() (nessai.flowsampler.FlowSampler method) to() (nessai.flows.base.BaseFlow method) to_prime() (nessai.proposal.importance.ImportanceFlowProposal method) to_prime_order (nessai.reparameterisations.combined.CombinedReparameterisation property) to_uniform_parameter() (nessai.gw.utils.ComovingDistanceConverter method) (nessai.gw.utils.DistanceConverter method) (nessai.gw.utils.NullDistanceConverter method) (nessai.gw.utils.PowerLawConverter method) to_unit_hypercube() (nessai.model.Model method) (nessai.utils.testing.IntegrationTestModel method) ToCartesian (class in nessai.reparameterisations.angle) total_likelihood_evaluations (nessai.samplers.base.BaseNestedSampler property) train() (nessai.flowmodel.base.FlowModel method) (nessai.proposal.base.Proposal method) (nessai.proposal.flowproposal.base.BaseFlowProposal method) (nessai.proposal.importance.ImportanceFlowProposal method) train_final_flow() (nessai.samplers.importancesampler.ImportanceNestedSampler method) train_proposal() (nessai.samplers.nestedsampler.NestedSampler method) training_config (nessai.proposal.flowproposal.base.BaseFlowProposal property) TrainingConfig (class in nessai.flowmodel.config) U unfreeze_transform() (nessai.flows.base.BaseFlow method) (nessai.flows.base.NFlow method) unit_hypercube_log_prior() (nessai.proposal.flowproposal.base.BaseFlowProposal method) unstructured_view() (in module nessai.livepoint) (nessai.model.Model method) update() (nessai.reparameterisations.base.Reparameterisation method) (nessai.reparameterisations.combined.CombinedReparameterisation method) (nessai.reparameterisations.rescale.RescaleToBounds method) (nessai.reparameterisations.rescale.ScaleAndShift method) update_bounds() (nessai.reparameterisations.combined.CombinedReparameterisation method) (nessai.reparameterisations.rescale.RescaleToBounds method) update_config() (in module nessai.flowmodel.utils) update_evidence() (nessai.samplers.importancesampler.OrderedSamples method) update_flow_config() (in module nessai.flowmodel.utils) (nessai.proposal.augmented.AugmentedFlowProposal method) (nessai.proposal.flowproposal.base.BaseFlowProposal method) update_history() (nessai.samplers.base.BaseNestedSampler method) (nessai.samplers.importancesampler.ImportanceNestedSampler method) (nessai.samplers.nestedsampler.NestedSampler method) update_log_likelihood_threshold() (nessai.samplers.importancesampler.OrderedSamples method) update_log_q() (nessai.proposal.importance.ImportanceFlowProposal method) update_mask() (nessai.flowmodel.base.FlowModel method) update_output() (nessai.proposal.base.Proposal method) (nessai.samplers.base.BaseNestedSampler method) (nessai.samplers.importancesampler.ImportanceNestedSampler method) (nessai.samplers.nestedsampler.NestedSampler method) update_poolsize_scale() (nessai.proposal.flowproposal.base.BaseFlowProposal method) update_prime_prior_bounds() (nessai.reparameterisations.rescale.RescaleToBounds method) update_proposal_weights() (nessai.proposal.importance.ImportanceFlowProposal method) (nessai.samplers.importancesampler.ImportanceNestedSampler method) update_sample_counts() (nessai.samplers.importancesampler.ImportanceNestedSampler method) update_state() (nessai.samplers.nestedsampler.NestedSampler method) update_weights_path() (nessai.flowmodel.importance.ImportanceFlowModel method) upper_bounds (nessai.model.Model property) use_default_reparameterisations (nessai.gw.proposal.GWFlowProposal attribute) (nessai.proposal.flowproposal.base.BaseFlowProposal attribute) V vectorised_likelihood (nessai.model.Model property) verify_model() (nessai.model.Model method) verify_rescaling() (nessai.proposal.flowproposal.base.BaseFlowProposal method) (nessai.proposal.importance.ImportanceFlowProposal method) W weighted_quantile() (in module nessai.utils.stats) weights (nessai.proposal.importance.ImportanceFlowProposal property) weights_array (nessai.proposal.importance.ImportanceFlowProposal property) X x (nessai.reparameterisations.angle.Angle property) (nessai.reparameterisations.angle.AnglePair property) x_dtype (nessai.proposal.flowproposal.base.BaseFlowProposal property) x_prime_dtype (nessai.proposal.flowproposal.base.BaseFlowProposal property) x_prime_log_prior() (nessai.proposal.augmented.AugmentedFlowProposal method) (nessai.proposal.flowproposal.base.BaseFlowProposal method) (nessai.reparameterisations.angle.Angle method) (nessai.reparameterisations.angle.AnglePair method) (nessai.reparameterisations.combined.CombinedReparameterisation method) (nessai.reparameterisations.rescale.RescaleToBounds method) Y y (nessai.reparameterisations.angle.Angle property) (nessai.reparameterisations.angle.AnglePair property) yield_sample() (nessai.samplers.nestedsampler.NestedSampler method) Z z (nessai.reparameterisations.angle.AnglePair property)