Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | Z _ __call__() (bayesflow.adapters.Adapter method) (bayesflow.adapters.transforms.AsSet method) (bayesflow.adapters.transforms.AsTimeSeries method) (bayesflow.adapters.transforms.Broadcast method) (bayesflow.adapters.transforms.Concatenate method) (bayesflow.adapters.transforms.Constrain method) (bayesflow.adapters.transforms.ConvertDType method) (bayesflow.adapters.transforms.Drop method) (bayesflow.adapters.transforms.ElementwiseTransform method) (bayesflow.adapters.transforms.ExpandDims method) (bayesflow.adapters.transforms.FilterTransform method) (bayesflow.adapters.transforms.Keep method) (bayesflow.adapters.transforms.Log method) (bayesflow.adapters.transforms.MapTransform method) (bayesflow.adapters.transforms.NumpyTransform method) (bayesflow.adapters.transforms.OneHot method) (bayesflow.adapters.transforms.Rename method) (bayesflow.adapters.transforms.Sqrt method) (bayesflow.adapters.transforms.Standardize method) (bayesflow.adapters.transforms.ToArray method) (bayesflow.adapters.transforms.Transform method) (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.metrics.MaximumMeanDiscrepancy method) (bayesflow.metrics.RootMeanSquaredError method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.simulators.LotkaVolterra method) (bayesflow.simulators.SIR method) (bayesflow.simulators.TwoMoons method) A Adapter (class in bayesflow.adapters) add_loss() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) add_metric() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (in module bayesflow.utils) add_titles_and_labels() (in module bayesflow.utils) add_transform() (bayesflow.adapters.Adapter method) add_variable() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.metrics.MaximumMeanDiscrepancy method) (bayesflow.metrics.RootMeanSquaredError method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) add_weight() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.metrics.MaximumMeanDiscrepancy method) (bayesflow.metrics.RootMeanSquaredError method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) aggregate() (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.InferenceNetwork method) (bayesflow.scores.MeanScore method) (bayesflow.scores.MedianScore method) (bayesflow.scores.MultivariateNormalScore method) (bayesflow.scores.NormedDifferenceScore method) (bayesflow.scores.ParametricDistributionScore method) (bayesflow.scores.QuantileScore method) (bayesflow.scores.ScoringRule method) append() (bayesflow.adapters.Adapter method) apply() (bayesflow.adapters.Adapter method) Approximator (class in bayesflow.approximators) as_set() (bayesflow.adapters.Adapter method) as_time_series() (bayesflow.adapters.Adapter method) AsSet (class in bayesflow.adapters.transforms) AsTimeSeries (class in bayesflow.adapters.transforms) B BasicWorkflow (class in bayesflow.workflows) batched_call() (in module bayesflow.utils) bayesflow module bayesflow.adapters module bayesflow.adapters.transforms module bayesflow.approximators module bayesflow.datasets module bayesflow.diagnostics module bayesflow.distributions module bayesflow.experimental module bayesflow.links module bayesflow.metrics module bayesflow.metrics.functional module bayesflow.networks module bayesflow.scores module bayesflow.simulators module bayesflow.types module bayesflow.utils module bayesflow.utils.keras_utils module bayesflow.utils.logging module bayesflow.utils.numpy_utils module bayesflow.workflows module Broadcast (class in bayesflow.adapters.transforms) broadcast() (bayesflow.adapters.Adapter method) build() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) build_adapter() (bayesflow.approximators.Approximator class method) (bayesflow.approximators.ContinuousApproximator class method) (bayesflow.approximators.ModelComparisonApproximator class method) (bayesflow.approximators.PointApproximator class method) build_dataset() (bayesflow.approximators.Approximator class method) (bayesflow.approximators.ContinuousApproximator class method) (bayesflow.approximators.ModelComparisonApproximator class method) (bayesflow.approximators.PointApproximator class method) build_from_config() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) build_from_data() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) build_graph() (bayesflow.workflows.BasicWorkflow method) build_optimizer() (bayesflow.workflows.BasicWorkflow method) C calibration_ecdf() (in module bayesflow.diagnostics) calibration_ecdf_from_quantiles() (in module bayesflow.diagnostics) calibration_error() (in module bayesflow.diagnostics) calibration_histogram() (in module bayesflow.diagnostics) call() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) check_estimates_prior_shapes() (in module bayesflow.utils) check_lengths_same() (in module bayesflow.utils) CIF (class in bayesflow.experimental) clear() (bayesflow.adapters.Adapter method) compile() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) compile_from_config() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) compute_custom_diagnostics() (bayesflow.workflows.BasicWorkflow method) compute_default_diagnostics() (bayesflow.workflows.BasicWorkflow method) compute_diagnostics() (bayesflow.workflows.BasicWorkflow method) compute_dtype (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) compute_loss() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) compute_loss_and_updates() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) compute_mask() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) compute_metrics() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) compute_output_shape() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) compute_output_spec() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) Concatenate (class in bayesflow.adapters.transforms) concatenate() (bayesflow.adapters.Adapter method) concatenate_valid() (in module bayesflow.utils) consistency_function() (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.networks.ConsistencyModel method) ConsistencyModel (class in bayesflow.networks) Constrain (class in bayesflow.adapters.transforms) constrain() (bayesflow.adapters.Adapter method) ContinuousApproximator (class in bayesflow.approximators) ContinuousTimeConsistencyModel (class in bayesflow.experimental) convert_args() (in module bayesflow.utils) convert_dtype() (bayesflow.adapters.Adapter method) convert_kwargs() (in module bayesflow.utils) ConvertDType (class in bayesflow.adapters.transforms) count() (bayesflow.adapters.Adapter method) count_params() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) CouplingFlow (class in bayesflow.networks) create_default() (bayesflow.adapters.Adapter static method) critical() (in module bayesflow.utils.logging) D debug() (in module bayesflow.utils.logging) decode() (bayesflow.experimental.FreeFormFlow method) DECODER_MLP_DEFAULT_CONFIG (bayesflow.experimental.FreeFormFlow attribute) DeepSet (class in bayesflow.networks) default_adapter() (bayesflow.workflows.BasicWorkflow static method) deserialize_value_or_type() (in module bayesflow.utils) detailed_loss_callback() (in module bayesflow.utils) devices() (in module bayesflow.utils) DiagonalNormal (class in bayesflow.distributions) DiagonalStudentT (class in bayesflow.distributions) DiskDataset (class in bayesflow.datasets) Distribution (class in bayesflow.distributions) Drop (class in bayesflow.adapters.transforms) drop() (bayesflow.adapters.Adapter method) dtype (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.metrics.MaximumMeanDiscrepancy property) (bayesflow.metrics.RootMeanSquaredError property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) dtype_policy (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) E ElementwiseTransform (class in bayesflow.adapters.transforms) encode() (bayesflow.experimental.FreeFormFlow method) ENCODER_MLP_DEFAULT_CONFIG (bayesflow.experimental.FreeFormFlow attribute) error() (in module bayesflow.utils.logging) estimate() (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.PointApproximator method) evaluate() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) exception() (in module bayesflow.utils.logging) expand() (in module bayesflow.utils) expand_as() (in module bayesflow.utils) expand_dims() (bayesflow.adapters.Adapter method) expand_left() (in module bayesflow.utils) expand_left_as() (in module bayesflow.utils) expand_left_to() (in module bayesflow.utils) expand_right() (in module bayesflow.utils) expand_right_as() (in module bayesflow.utils) expand_right_to() (in module bayesflow.utils) expand_tile() (in module bayesflow.utils) expand_to() (in module bayesflow.utils) ExpandDims (class in bayesflow.adapters.transforms) export() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) extend() (bayesflow.adapters.Adapter method) extra_repr() (bayesflow.adapters.transforms.Broadcast method) (bayesflow.adapters.transforms.Concatenate method) (bayesflow.adapters.transforms.Drop method) (bayesflow.adapters.transforms.FilterTransform method) (bayesflow.adapters.transforms.Keep method) (bayesflow.adapters.transforms.MapTransform method) (bayesflow.adapters.transforms.Rename method) (bayesflow.adapters.transforms.Transform method) F filter_kwargs() (in module bayesflow.utils) FilterTransform (class in bayesflow.adapters.transforms) find_batch_size() (in module bayesflow.utils) find_distribution() (in module bayesflow.utils) find_inference_network() (in module bayesflow.utils) find_memory_budget() (in module bayesflow.utils) find_network() (in module bayesflow.utils) find_permutation() (in module bayesflow.utils) find_pooling() (in module bayesflow.utils) find_recurrent_net() (in module bayesflow.utils) find_summary_network() (in module bayesflow.utils) fit() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.workflows.BasicWorkflow method) fit_disk() (bayesflow.workflows.BasicWorkflow method) fit_offline() (bayesflow.workflows.BasicWorkflow method) fit_online() (bayesflow.workflows.BasicWorkflow method) FlowMatching (class in bayesflow.networks) format_bytes() (in module bayesflow.utils) forward() (bayesflow.adapters.Adapter method) (bayesflow.adapters.transforms.AsSet method) (bayesflow.adapters.transforms.AsTimeSeries method) (bayesflow.adapters.transforms.Broadcast method) (bayesflow.adapters.transforms.Concatenate method) (bayesflow.adapters.transforms.Constrain method) (bayesflow.adapters.transforms.ConvertDType method) (bayesflow.adapters.transforms.Drop method) (bayesflow.adapters.transforms.ElementwiseTransform method) (bayesflow.adapters.transforms.ExpandDims method) (bayesflow.adapters.transforms.FilterTransform method) (bayesflow.adapters.transforms.Keep method) (bayesflow.adapters.transforms.Log method) (bayesflow.adapters.transforms.MapTransform method) (bayesflow.adapters.transforms.NumpyTransform method) (bayesflow.adapters.transforms.OneHot method) (bayesflow.adapters.transforms.Rename method) (bayesflow.adapters.transforms.Sqrt method) (bayesflow.adapters.transforms.Standardize method) (bayesflow.adapters.transforms.ToArray method) (bayesflow.adapters.transforms.Transform method) FreeFormFlow (class in bayesflow.experimental) from_config() (bayesflow.adapters.Adapter class method) (bayesflow.adapters.transforms.AsSet class method) (bayesflow.adapters.transforms.AsTimeSeries class method) (bayesflow.adapters.transforms.Broadcast class method) (bayesflow.adapters.transforms.Concatenate class method) (bayesflow.adapters.transforms.Constrain class method) (bayesflow.adapters.transforms.ConvertDType class method) (bayesflow.adapters.transforms.Drop class method) (bayesflow.adapters.transforms.ElementwiseTransform class method) (bayesflow.adapters.transforms.ExpandDims class method) (bayesflow.adapters.transforms.FilterTransform class method) (bayesflow.adapters.transforms.Keep class method) (bayesflow.adapters.transforms.Log class method) (bayesflow.adapters.transforms.MapTransform class method) (bayesflow.adapters.transforms.NumpyTransform class method) (bayesflow.adapters.transforms.OneHot class method) (bayesflow.adapters.transforms.Rename class method) (bayesflow.adapters.transforms.Sqrt class method) (bayesflow.adapters.transforms.Standardize class method) (bayesflow.adapters.transforms.ToArray class method) (bayesflow.adapters.transforms.Transform class method) (bayesflow.approximators.Approximator class method) (bayesflow.approximators.ContinuousApproximator class method) (bayesflow.approximators.ModelComparisonApproximator class method) (bayesflow.approximators.PointApproximator class method) (bayesflow.distributions.DiagonalNormal class method) (bayesflow.distributions.DiagonalStudentT class method) (bayesflow.distributions.Distribution class method) (bayesflow.experimental.CIF class method) (bayesflow.experimental.ContinuousTimeConsistencyModel class method) (bayesflow.experimental.FreeFormFlow class method) (bayesflow.links.Ordered class method) (bayesflow.links.OrderedQuantiles class method) (bayesflow.links.PositiveSemiDefinite class method) (bayesflow.metrics.MaximumMeanDiscrepancy class method) (bayesflow.metrics.RootMeanSquaredError class method) (bayesflow.networks.ConsistencyModel class method) (bayesflow.networks.CouplingFlow class method) (bayesflow.networks.DeepSet class method) (bayesflow.networks.FlowMatching class method) (bayesflow.networks.FusionTransformer class method) (bayesflow.networks.InferenceNetwork class method) (bayesflow.networks.MLP class method) (bayesflow.networks.PointInferenceNetwork class method) (bayesflow.networks.SetTransformer class method) (bayesflow.networks.SummaryNetwork class method) (bayesflow.networks.TimeSeriesNetwork class method) (bayesflow.networks.TimeSeriesTransformer class method) (bayesflow.scores.MeanScore class method) (bayesflow.scores.MedianScore class method) (bayesflow.scores.MultivariateNormalScore class method) (bayesflow.scores.NormedDifferenceScore class method) (bayesflow.scores.ParametricDistributionScore class method) (bayesflow.scores.QuantileScore class method) (bayesflow.scores.ScoringRule class method) FusionTransformer (class in bayesflow.networks) G get_build_config() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) get_compile_config() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) get_config() (bayesflow.adapters.Adapter method) (bayesflow.adapters.transforms.AsSet method) (bayesflow.adapters.transforms.AsTimeSeries method) (bayesflow.adapters.transforms.Broadcast method) (bayesflow.adapters.transforms.Concatenate method) (bayesflow.adapters.transforms.Constrain method) (bayesflow.adapters.transforms.ConvertDType method) (bayesflow.adapters.transforms.Drop method) (bayesflow.adapters.transforms.ElementwiseTransform method) (bayesflow.adapters.transforms.ExpandDims method) (bayesflow.adapters.transforms.FilterTransform method) (bayesflow.adapters.transforms.Keep method) (bayesflow.adapters.transforms.Log method) (bayesflow.adapters.transforms.MapTransform method) (bayesflow.adapters.transforms.NumpyTransform method) (bayesflow.adapters.transforms.OneHot method) (bayesflow.adapters.transforms.Rename method) (bayesflow.adapters.transforms.Sqrt method) (bayesflow.adapters.transforms.Standardize method) (bayesflow.adapters.transforms.ToArray method) (bayesflow.adapters.transforms.Transform method) (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.metrics.MaximumMeanDiscrepancy method) (bayesflow.metrics.RootMeanSquaredError method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.scores.MeanScore method) (bayesflow.scores.MedianScore method) (bayesflow.scores.MultivariateNormalScore method) (bayesflow.scores.NormedDifferenceScore method) (bayesflow.scores.ParametricDistributionScore method) (bayesflow.scores.QuantileScore method) (bayesflow.scores.ScoringRule method) get_head() (bayesflow.scores.MeanScore method) (bayesflow.scores.MedianScore method) (bayesflow.scores.MultivariateNormalScore method) (bayesflow.scores.NormedDifferenceScore method) (bayesflow.scores.ParametricDistributionScore method) (bayesflow.scores.QuantileScore method) (bayesflow.scores.ScoringRule method) get_head_shapes_from_target_shape() (bayesflow.scores.MeanScore method) (bayesflow.scores.MedianScore method) (bayesflow.scores.MultivariateNormalScore method) (bayesflow.scores.NormedDifferenceScore method) (bayesflow.scores.ParametricDistributionScore method) (bayesflow.scores.QuantileScore method) (bayesflow.scores.ScoringRule method) get_layer() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) get_link() (bayesflow.scores.MeanScore method) (bayesflow.scores.MedianScore method) (bayesflow.scores.MultivariateNormalScore method) (bayesflow.scores.NormedDifferenceScore method) (bayesflow.scores.ParametricDistributionScore method) (bayesflow.scores.QuantileScore method) (bayesflow.scores.ScoringRule method) get_metrics_result() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) get_state_tree() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) get_subnet() (bayesflow.scores.MeanScore method) (bayesflow.scores.MedianScore method) (bayesflow.scores.MultivariateNormalScore method) (bayesflow.scores.NormedDifferenceScore method) (bayesflow.scores.ParametricDistributionScore method) (bayesflow.scores.QuantileScore method) (bayesflow.scores.ScoringRule method) get_weights() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) H HierarchicalSimulator (class in bayesflow.simulators) I index() (bayesflow.adapters.Adapter method) InferenceNetwork (class in bayesflow.networks) info() (in module bayesflow.utils.logging) input (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) input_dtype (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) input_spec (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) insert() (bayesflow.adapters.Adapter method) integrate() (in module bayesflow.utils) INTEGRATE_DEFAULT_CONFIG (bayesflow.networks.FlowMatching attribute) inverse() (bayesflow.adapters.Adapter method) (bayesflow.adapters.transforms.AsSet method) (bayesflow.adapters.transforms.AsTimeSeries method) (bayesflow.adapters.transforms.Broadcast method) (bayesflow.adapters.transforms.Concatenate method) (bayesflow.adapters.transforms.Constrain method) (bayesflow.adapters.transforms.ConvertDType method) (bayesflow.adapters.transforms.Drop method) (bayesflow.adapters.transforms.ElementwiseTransform method) (bayesflow.adapters.transforms.ExpandDims method) (bayesflow.adapters.transforms.FilterTransform method) (bayesflow.adapters.transforms.Keep method) (bayesflow.adapters.transforms.Log method) (bayesflow.adapters.transforms.MapTransform method) (bayesflow.adapters.transforms.NumpyTransform method) (bayesflow.adapters.transforms.OneHot method) (bayesflow.adapters.transforms.Rename method) (bayesflow.adapters.transforms.Sqrt method) (bayesflow.adapters.transforms.Standardize method) (bayesflow.adapters.transforms.ToArray method) (bayesflow.adapters.transforms.Transform method) INVERSE_METHODS (bayesflow.adapters.transforms.NumpyTransform attribute) inverse_shifted_softplus() (in module bayesflow.utils.keras_utils) (in module bayesflow.utils.numpy_utils) inverse_sigmoid() (in module bayesflow.utils.numpy_utils) inverse_softplus() (in module bayesflow.utils.keras_utils) (in module bayesflow.utils.numpy_utils) J jacobian() (in module bayesflow.utils) jacobian_trace() (in module bayesflow.utils) jax_state_sync() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) jit_compile (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) jvp() (in module bayesflow.utils) K Keep (class in bayesflow.adapters.transforms) keep() (bayesflow.adapters.Adapter method) keras_kwargs() (in module bayesflow.utils) L LambdaSimulator (class in bayesflow.simulators) layers (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) load_own_variables() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) load_weights() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) Log (class in bayesflow.adapters.transforms) log() (bayesflow.adapters.Adapter method) (in module bayesflow.utils.logging) log_prob() (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.scores.MultivariateNormalScore method) (bayesflow.scores.ParametricDistributionScore method) (bayesflow.workflows.BasicWorkflow method) loss() (in module bayesflow.diagnostics) losses (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) LotkaVolterra (class in bayesflow.simulators) M make_predict_function() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) make_quadratic() (in module bayesflow.utils) make_simulator() (bayesflow.workflows.BasicWorkflow method) (in module bayesflow.simulators) make_test_function() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) make_train_function() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) MapTransform (class in bayesflow.adapters.transforms) max_queue_size (bayesflow.datasets.DiskDataset property) (bayesflow.datasets.OfflineDataset property) (bayesflow.datasets.OnlineDataset property) (bayesflow.datasets.RoundsDataset property) maximum_mean_discrepancy() (in module bayesflow.metrics.functional) MaximumMeanDiscrepancy (class in bayesflow.metrics) mc_calibration() (in module bayesflow.diagnostics) mc_confusion_matrix() (in module bayesflow.diagnostics) MeanScore (class in bayesflow.scores) MedianScore (class in bayesflow.scores) metrics (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) metrics_names (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) metrics_variables (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) MLP (class in bayesflow.networks) MLP_DEFAULT_CONFIG (bayesflow.experimental.CIF attribute) (bayesflow.experimental.ContinuousTimeConsistencyModel attribute) (bayesflow.experimental.FreeFormFlow attribute) (bayesflow.networks.ConsistencyModel attribute) (bayesflow.networks.CouplingFlow attribute) (bayesflow.networks.FlowMatching attribute) (bayesflow.networks.InferenceNetwork attribute) mmd_hypothesis_test() (in module bayesflow.diagnostics) ModelComparisonApproximator (class in bayesflow.approximators) ModelComparisonSimulator (class in bayesflow.simulators) module bayesflow bayesflow.adapters bayesflow.adapters.transforms bayesflow.approximators bayesflow.datasets bayesflow.diagnostics bayesflow.distributions bayesflow.experimental bayesflow.links bayesflow.metrics bayesflow.metrics.functional bayesflow.networks bayesflow.scores bayesflow.simulators bayesflow.types bayesflow.utils bayesflow.utils.keras_utils bayesflow.utils.logging bayesflow.utils.numpy_utils bayesflow.workflows MultivariateNormalScore (class in bayesflow.scores) N non_trainable_variables (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) non_trainable_weights (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) NormedDifferenceScore (class in bayesflow.scores) num_batches (bayesflow.datasets.DiskDataset property) (bayesflow.datasets.OfflineDataset property) (bayesflow.datasets.OnlineDataset property) (bayesflow.datasets.RoundsDataset property) NumpyTransform (class in bayesflow.adapters.transforms) O observation_model() (bayesflow.simulators.LotkaVolterra method) (bayesflow.simulators.SIR method) (bayesflow.simulators.TwoMoons method) OfflineDataset (class in bayesflow.datasets) on_epoch_begin() (bayesflow.datasets.DiskDataset method) (bayesflow.datasets.OfflineDataset method) (bayesflow.datasets.OnlineDataset method) (bayesflow.datasets.RoundsDataset method) on_epoch_end() (bayesflow.datasets.DiskDataset method) (bayesflow.datasets.OfflineDataset method) (bayesflow.datasets.OnlineDataset method) (bayesflow.datasets.RoundsDataset method) one_hot() (bayesflow.adapters.Adapter method) (in module bayesflow.utils.numpy_utils) OneHot (class in bayesflow.adapters.transforms) OnlineDataset (class in bayesflow.datasets) optimal_transport() (in module bayesflow.utils) OPTIMAL_TRANSPORT_DEFAULT_CONFIG (bayesflow.networks.FlowMatching attribute) Ordered (class in bayesflow.links) OrderedQuantiles (class in bayesflow.links) output (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) P pad() (in module bayesflow.utils) pairs_posterior() (in module bayesflow.diagnostics) pairs_samples() (in module bayesflow.diagnostics) ParametricDistributionScore (class in bayesflow.scores) parse_bytes() (in module bayesflow.utils) path (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) pickle_load() (in module bayesflow.utils) plot_custom_diagnostics() (bayesflow.workflows.BasicWorkflow method) plot_default_diagnostics() (bayesflow.workflows.BasicWorkflow method) plot_diagnostics() (bayesflow.workflows.BasicWorkflow method) PointApproximator (class in bayesflow.approximators) PointInferenceNetwork (class in bayesflow.networks) pop() (bayesflow.adapters.Adapter method) PositiveSemiDefinite (class in bayesflow.links) posterior_contraction() (in module bayesflow.diagnostics) predict() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) predict_on_batch() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) predict_step() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) prepare_plot_data() (in module bayesflow.utils) prettify_subplots() (in module bayesflow.utils) prior() (bayesflow.simulators.LotkaVolterra method) (bayesflow.simulators.SIR method) (bayesflow.simulators.TwoMoons method) Q QuantileScore (class in bayesflow.scores) quantization_mode (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) quantize() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) quantized_build() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) quantized_call() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) R recovery() (in module bayesflow.diagnostics) recovery_from_estimates() (in module bayesflow.diagnostics) regenerate() (bayesflow.datasets.RoundsDataset method) rejection_sample() (bayesflow.simulators.HierarchicalSimulator method) (bayesflow.simulators.LambdaSimulator method) (bayesflow.simulators.LotkaVolterra method) (bayesflow.simulators.ModelComparisonSimulator method) (bayesflow.simulators.SequentialSimulator method) (bayesflow.simulators.Simulator method) (bayesflow.simulators.SIR method) (bayesflow.simulators.TwoMoons method) rematerialized_call() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) remove() (bayesflow.adapters.Adapter method) Rename (class in bayesflow.adapters.transforms) rename() (bayesflow.adapters.Adapter method) reset_metrics() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) reset_state() (bayesflow.metrics.MaximumMeanDiscrepancy method) (bayesflow.metrics.RootMeanSquaredError method) result() (bayesflow.metrics.MaximumMeanDiscrepancy method) (bayesflow.metrics.RootMeanSquaredError method) reverse() (bayesflow.adapters.Adapter method) root_mean_squared_error() (in module bayesflow.diagnostics) (in module bayesflow.metrics.functional) RootMeanSquaredError (class in bayesflow.metrics) RoundsDataset (class in bayesflow.datasets) run_eagerly (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) S sample() (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.scores.MultivariateNormalScore method) (bayesflow.scores.ParametricDistributionScore method) (bayesflow.simulators.HierarchicalSimulator method) (bayesflow.simulators.LambdaSimulator method) (bayesflow.simulators.LotkaVolterra method) (bayesflow.simulators.ModelComparisonSimulator method) (bayesflow.simulators.SequentialSimulator method) (bayesflow.simulators.Simulator method) (bayesflow.simulators.SIR method) (bayesflow.simulators.TwoMoons method) (bayesflow.workflows.BasicWorkflow method) samples_to_data_frame() (bayesflow.workflows.BasicWorkflow static method) save() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) save_own_variables() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) save_weights() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) score() (bayesflow.scores.MeanScore method) (bayesflow.scores.MedianScore method) (bayesflow.scores.MultivariateNormalScore method) (bayesflow.scores.NormedDifferenceScore method) (bayesflow.scores.ParametricDistributionScore method) (bayesflow.scores.QuantileScore method) (bayesflow.scores.ScoringRule method) ScoringRule (class in bayesflow.scores) searchsorted() (in module bayesflow.utils) SequentialSimulator (class in bayesflow.simulators) serialize_value_or_type() (in module bayesflow.utils) set_state_tree() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) set_weights() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) SetTransformer (class in bayesflow.networks) Shape (in module bayesflow.types) shifted_softplus() (in module bayesflow.utils.keras_utils) (in module bayesflow.utils.numpy_utils) shuffle() (bayesflow.datasets.DiskDataset method) (bayesflow.datasets.OfflineDataset method) simulate() (bayesflow.workflows.BasicWorkflow method) simulate_adapted() (bayesflow.workflows.BasicWorkflow method) Simulator (class in bayesflow.simulators) simultaneous_ecdf_bands() (in module bayesflow.utils) SIR (class in bayesflow.simulators) size_of() (in module bayesflow.utils) softplus() (in module bayesflow.utils.numpy_utils) split_arrays() (in module bayesflow.utils) split_tensors() (in module bayesflow.utils) Sqrt (class in bayesflow.adapters.transforms) sqrt() (bayesflow.adapters.Adapter method) squeeze_inner_estimates_dict() (in module bayesflow.utils) stack_valid() (in module bayesflow.utils) Standardize (class in bayesflow.adapters.transforms) standardize() (bayesflow.adapters.Adapter method) stateless_call() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) stateless_compute_loss() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) stateless_compute_metrics() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) stateless_reset_state() (bayesflow.metrics.MaximumMeanDiscrepancy method) (bayesflow.metrics.RootMeanSquaredError method) stateless_result() (bayesflow.metrics.MaximumMeanDiscrepancy method) (bayesflow.metrics.RootMeanSquaredError method) stateless_test_step() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) stateless_train_step() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) stateless_update_state() (bayesflow.metrics.MaximumMeanDiscrepancy method) (bayesflow.metrics.RootMeanSquaredError method) summary() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) SummaryNetwork (class in bayesflow.networks) supports_masking (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) symbolic_call() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveSemiDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) T Tensor (in module bayesflow.types) test_on_batch() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) test_step() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) tile_axis() (in module bayesflow.utils) TimeSeriesNetwork (class in bayesflow.networks) TimeSeriesTransformer (class in bayesflow.networks) to_array() (bayesflow.adapters.Adapter method) to_json() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) ToArray (class in bayesflow.adapters.transforms) train_on_batch() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) train_step() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) trainable (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) trainable_variables (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) trainable_weights (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) Transform (class in bayesflow.adapters.transforms) tree_concatenate() (in module bayesflow.utils) tree_stack() (in module bayesflow.utils) TwoMoons (class in bayesflow.simulators) U update_state() (bayesflow.metrics.MaximumMeanDiscrepancy method) (bayesflow.metrics.RootMeanSquaredError method) use_multiprocessing (bayesflow.datasets.DiskDataset property) (bayesflow.datasets.OfflineDataset property) (bayesflow.datasets.OnlineDataset property) (bayesflow.datasets.RoundsDataset property) V variable_dtype (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) variables (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.metrics.MaximumMeanDiscrepancy property) (bayesflow.metrics.RootMeanSquaredError property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) velocity() (bayesflow.networks.FlowMatching method) vjp() (in module bayesflow.utils) W warn_once() (in module bayesflow.utils.logging) warning() (in module bayesflow.utils.logging) weights (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveSemiDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) workers (bayesflow.datasets.DiskDataset property) (bayesflow.datasets.OfflineDataset property) (bayesflow.datasets.OnlineDataset property) (bayesflow.datasets.RoundsDataset property) Z z_score_contraction() (in module bayesflow.diagnostics)
