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.Group method) (bayesflow.adapters.transforms.Keep method) (bayesflow.adapters.transforms.Log method) (bayesflow.adapters.transforms.MapTransform method) (bayesflow.adapters.transforms.NanToNum method) (bayesflow.adapters.transforms.NNPE method) (bayesflow.adapters.transforms.NumpyTransform method) (bayesflow.adapters.transforms.OneHot method) (bayesflow.adapters.transforms.RandomSubsample method) (bayesflow.adapters.transforms.Rename method) (bayesflow.adapters.transforms.Scale method) (bayesflow.adapters.transforms.SerializableCustomTransform method) (bayesflow.adapters.transforms.Shift method) (bayesflow.adapters.transforms.Split method) (bayesflow.adapters.transforms.Sqrt method) (bayesflow.adapters.transforms.Squeeze method) (bayesflow.adapters.transforms.Standardize method) (bayesflow.adapters.transforms.Take method) (bayesflow.adapters.transforms.ToArray method) (bayesflow.adapters.transforms.ToDict method) (bayesflow.adapters.transforms.Transform method) (bayesflow.adapters.transforms.Ungroup 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite 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.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.simulators.BernoulliGLM method) (bayesflow.simulators.BernoulliGLMRaw method) (bayesflow.simulators.GaussianLinear method) (bayesflow.simulators.GaussianLinearUniform method) (bayesflow.simulators.GaussianMixture method) (bayesflow.simulators.InverseKinematics method) (bayesflow.simulators.LotkaVolterra method) (bayesflow.simulators.SIR method) (bayesflow.simulators.SLCP method) (bayesflow.simulators.SLCPDistractors method) (bayesflow.simulators.TwoMoons method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) A adapter (bayesflow.workflows.BasicWorkflow property) 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite 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.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite 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.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) append() (bayesflow.adapters.Adapter method) apply() (bayesflow.adapters.Adapter method) apply_serializable() (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.experimental.diffusion_model 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.utils.serialization module bayesflow.utils.tree module bayesflow.workflows module bayesflow.wrappers module bayesflow.wrappers.mamba module bayesflow.wrappers.mamba.mamba module bayesflow.wrappers.mamba.mamba_block module BernoulliGLM (class in bayesflow.simulators) BernoulliGLMRaw (class in bayesflow.simulators) bootstrap_comparison() (in module bayesflow.diagnostics) 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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_curve() (in module bayesflow.utils) 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) check_estimates_prior_shapes() (in module bayesflow.utils) check_lengths_same() (in module bayesflow.utils) CholeskyFactor (class in bayesflow.links) 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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property) compute_input_shape() (bayesflow.links.CholeskyFactor method) (bayesflow.links.PositiveDefinite method) 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork 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) (bayesflow.wrappers.mamba.mamba.Mamba 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) Concatenate (class in bayesflow.adapters.transforms) concatenate() (bayesflow.adapters.Adapter method) concatenate_valid() (in module bayesflow.utils) concatenate_valid_shapes() (in module bayesflow.utils) CONDITION_KEYS (bayesflow.approximators.ContinuousApproximator attribute) (bayesflow.approximators.ModelComparisonApproximator attribute) (bayesflow.approximators.PointApproximator attribute) confusion_matrix() (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) convert_prediction_to_x() (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) ConvertDType (class in bayesflow.adapters.transforms) CosineNoiseSchedule (class in bayesflow.experimental.diffusion_model) 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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) DEFAULT_SLAB (bayesflow.adapters.transforms.NNPE attribute) DEFAULT_SPIKE (bayesflow.adapters.transforms.NNPE attribute) derivative_log_snr() (bayesflow.experimental.diffusion_model.CosineNoiseSchedule method) (bayesflow.experimental.diffusion_model.EDMNoiseSchedule method) (bayesflow.experimental.diffusion_model.NoiseSchedule method) deserialize() (in module bayesflow.utils.serialization) deserialize_value_or_type() (in module bayesflow.utils) (in module bayesflow.utils.serialization) detailed_loss_callback() (in module bayesflow.utils) devices() (in module bayesflow.utils) DiagonalNormal (class in bayesflow.distributions) DiagonalStudentT (class in bayesflow.distributions) diffusion_term() (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) DiffusionModel (class in bayesflow.experimental) (class in bayesflow.experimental.diffusion_model) 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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite 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.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property) E EDMNoiseSchedule (class in bayesflow.experimental.diffusion_model) 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) (bayesflow.workflows.BasicWorkflow 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.Group method) (bayesflow.adapters.transforms.Keep method) (bayesflow.adapters.transforms.MapTransform method) (bayesflow.adapters.transforms.NanToNum method) (bayesflow.adapters.transforms.Rename method) (bayesflow.adapters.transforms.Split method) (bayesflow.adapters.transforms.ToDict method) (bayesflow.adapters.transforms.Transform method) (bayesflow.adapters.transforms.Ungroup method) F fill_triangular_matrix() (in module bayesflow.utils) 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_noise_schedule() (in module bayesflow.experimental.diffusion_model) 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) flatten_shape() (in module bayesflow.utils.tree) 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.Group method) (bayesflow.adapters.transforms.Keep method) (bayesflow.adapters.transforms.Log method) (bayesflow.adapters.transforms.MapTransform method) (bayesflow.adapters.transforms.NanToNum method) (bayesflow.adapters.transforms.NNPE method) (bayesflow.adapters.transforms.NumpyTransform method) (bayesflow.adapters.transforms.OneHot method) (bayesflow.adapters.transforms.RandomSubsample method) (bayesflow.adapters.transforms.Rename method) (bayesflow.adapters.transforms.Scale method) (bayesflow.adapters.transforms.SerializableCustomTransform method) (bayesflow.adapters.transforms.Shift method) (bayesflow.adapters.transforms.Split method) (bayesflow.adapters.transforms.Sqrt method) (bayesflow.adapters.transforms.Squeeze method) (bayesflow.adapters.transforms.Standardize method) (bayesflow.adapters.transforms.Take method) (bayesflow.adapters.transforms.ToArray method) (bayesflow.adapters.transforms.ToDict method) (bayesflow.adapters.transforms.Transform method) (bayesflow.adapters.transforms.Ungroup 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.Group class method) (bayesflow.adapters.transforms.Keep class method) (bayesflow.adapters.transforms.Log class method) (bayesflow.adapters.transforms.MapTransform class method) (bayesflow.adapters.transforms.NanToNum class method) (bayesflow.adapters.transforms.NNPE class method) (bayesflow.adapters.transforms.NumpyTransform class method) (bayesflow.adapters.transforms.OneHot class method) (bayesflow.adapters.transforms.RandomSubsample class method) (bayesflow.adapters.transforms.Rename class method) (bayesflow.adapters.transforms.Scale class method) (bayesflow.adapters.transforms.SerializableCustomTransform class method) (bayesflow.adapters.transforms.Shift class method) (bayesflow.adapters.transforms.Split class method) (bayesflow.adapters.transforms.Sqrt class method) (bayesflow.adapters.transforms.Squeeze class method) (bayesflow.adapters.transforms.Standardize class method) (bayesflow.adapters.transforms.Take class method) (bayesflow.adapters.transforms.ToArray class method) (bayesflow.adapters.transforms.ToDict class method) (bayesflow.adapters.transforms.Transform class method) (bayesflow.adapters.transforms.Ungroup 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.distributions.Mixture class method) (bayesflow.experimental.CIF class method) (bayesflow.experimental.ContinuousTimeConsistencyModel class method) (bayesflow.experimental.diffusion_model.CosineNoiseSchedule class method) (bayesflow.experimental.diffusion_model.DiffusionModel class method) (bayesflow.experimental.diffusion_model.EDMNoiseSchedule class method) (bayesflow.experimental.diffusion_model.NoiseSchedule class method) (bayesflow.experimental.DiffusionModel class method) (bayesflow.experimental.FreeFormFlow class method) (bayesflow.links.CholeskyFactor class method) (bayesflow.links.Ordered class method) (bayesflow.links.OrderedQuantiles class method) (bayesflow.links.PositiveDefinite 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.FusionNetwork class method) (bayesflow.networks.FusionTransformer class method) (bayesflow.networks.InferenceNetwork class method) (bayesflow.networks.MLP class method) (bayesflow.networks.PointInferenceNetwork class method) (bayesflow.networks.Sequential 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) (bayesflow.wrappers.mamba.mamba.Mamba class method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock class method) FusionNetwork (class in bayesflow.networks) FusionTransformer (class in bayesflow.networks) G GaussianLinear (class in bayesflow.simulators) GaussianLinearUniform (class in bayesflow.simulators) GaussianMixture (class in bayesflow.simulators) get_alpha_sigma() (bayesflow.experimental.diffusion_model.CosineNoiseSchedule method) (bayesflow.experimental.diffusion_model.EDMNoiseSchedule method) (bayesflow.experimental.diffusion_model.NoiseSchedule method) 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.Group method) (bayesflow.adapters.transforms.Keep method) (bayesflow.adapters.transforms.Log method) (bayesflow.adapters.transforms.MapTransform method) (bayesflow.adapters.transforms.NanToNum method) (bayesflow.adapters.transforms.NNPE method) (bayesflow.adapters.transforms.NumpyTransform method) (bayesflow.adapters.transforms.OneHot method) (bayesflow.adapters.transforms.RandomSubsample method) (bayesflow.adapters.transforms.Rename method) (bayesflow.adapters.transforms.Scale method) (bayesflow.adapters.transforms.SerializableCustomTransform method) (bayesflow.adapters.transforms.Shift method) (bayesflow.adapters.transforms.Split method) (bayesflow.adapters.transforms.Sqrt method) (bayesflow.adapters.transforms.Squeeze method) (bayesflow.adapters.transforms.Standardize method) (bayesflow.adapters.transforms.Take method) (bayesflow.adapters.transforms.ToArray method) (bayesflow.adapters.transforms.ToDict method) (bayesflow.adapters.transforms.Transform method) (bayesflow.adapters.transforms.Ungroup 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.CosineNoiseSchedule method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.diffusion_model.EDMNoiseSchedule method) (bayesflow.experimental.diffusion_model.NoiseSchedule method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite 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.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential 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) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) get_drift_diffusion() (bayesflow.experimental.diffusion_model.CosineNoiseSchedule method) (bayesflow.experimental.diffusion_model.EDMNoiseSchedule method) (bayesflow.experimental.diffusion_model.NoiseSchedule 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_log_snr() (bayesflow.experimental.diffusion_model.CosineNoiseSchedule method) (bayesflow.experimental.diffusion_model.EDMNoiseSchedule method) (bayesflow.experimental.diffusion_model.NoiseSchedule 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_t_from_log_snr() (bayesflow.experimental.diffusion_model.CosineNoiseSchedule method) (bayesflow.experimental.diffusion_model.EDMNoiseSchedule method) (bayesflow.experimental.diffusion_model.NoiseSchedule 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) get_weights_for_snr() (bayesflow.experimental.diffusion_model.CosineNoiseSchedule method) (bayesflow.experimental.diffusion_model.EDMNoiseSchedule method) (bayesflow.experimental.diffusion_model.NoiseSchedule method) Group (class in bayesflow.adapters.transforms) group() (bayesflow.adapters.Adapter 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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property) insert() (bayesflow.adapters.Adapter method) integrate() (in module bayesflow.utils) INTEGRATE_DEFAULT_CONFIG (bayesflow.experimental.diffusion_model.DiffusionModel attribute) (bayesflow.experimental.DiffusionModel attribute) (bayesflow.networks.FlowMatching attribute) integrate_stochastic() (in module bayesflow.utils) 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.Group method) (bayesflow.adapters.transforms.Keep method) (bayesflow.adapters.transforms.Log method) (bayesflow.adapters.transforms.MapTransform method) (bayesflow.adapters.transforms.NanToNum method) (bayesflow.adapters.transforms.NNPE method) (bayesflow.adapters.transforms.NumpyTransform method) (bayesflow.adapters.transforms.OneHot method) (bayesflow.adapters.transforms.RandomSubsample method) (bayesflow.adapters.transforms.Rename method) (bayesflow.adapters.transforms.Scale method) (bayesflow.adapters.transforms.SerializableCustomTransform method) (bayesflow.adapters.transforms.Shift method) (bayesflow.adapters.transforms.Split method) (bayesflow.adapters.transforms.Sqrt method) (bayesflow.adapters.transforms.Squeeze method) (bayesflow.adapters.transforms.Standardize method) (bayesflow.adapters.transforms.Take method) (bayesflow.adapters.transforms.ToArray method) (bayesflow.adapters.transforms.ToDict method) (bayesflow.adapters.transforms.Transform method) (bayesflow.adapters.transforms.Ungroup 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) InverseKinematics (class in bayesflow.simulators) 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 k (bayesflow.scores.MeanScore attribute) (bayesflow.scores.MedianScore attribute) (bayesflow.scores.NormedDifferenceScore attribute) Keep (class in bayesflow.adapters.transforms) keep() (bayesflow.adapters.Adapter method) L LambdaSimulator (class in bayesflow.simulators) layer_kwargs() (in module bayesflow.utils) layers (bayesflow.approximators.Approximator property) (bayesflow.approximators.ContinuousApproximator property) (bayesflow.approximators.ModelComparisonApproximator property) (bayesflow.approximators.PointApproximator property) (bayesflow.networks.MLP property) (bayesflow.networks.Sequential 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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_det_jac() (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.Group method) (bayesflow.adapters.transforms.Keep method) (bayesflow.adapters.transforms.Log method) (bayesflow.adapters.transforms.MapTransform method) (bayesflow.adapters.transforms.NanToNum method) (bayesflow.adapters.transforms.NNPE method) (bayesflow.adapters.transforms.NumpyTransform method) (bayesflow.adapters.transforms.OneHot method) (bayesflow.adapters.transforms.RandomSubsample method) (bayesflow.adapters.transforms.Rename method) (bayesflow.adapters.transforms.Scale method) (bayesflow.adapters.transforms.SerializableCustomTransform method) (bayesflow.adapters.transforms.Shift method) (bayesflow.adapters.transforms.Split method) (bayesflow.adapters.transforms.Sqrt method) (bayesflow.adapters.transforms.Squeeze method) (bayesflow.adapters.transforms.Standardize method) (bayesflow.adapters.transforms.Take method) (bayesflow.adapters.transforms.ToArray method) (bayesflow.adapters.transforms.ToDict method) (bayesflow.adapters.transforms.Transform method) (bayesflow.adapters.transforms.Ungroup method) log_prob() (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.PointApproximator method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel 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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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) Mamba (class in bayesflow.wrappers.mamba.mamba) MambaBlock (class in bayesflow.wrappers.mamba.mamba_block) map_dtype() (bayesflow.adapters.Adapter method) MapTransform (class in bayesflow.adapters.transforms) mask_key (bayesflow.adapters.transforms.NanToNum property) max_queue_size (bayesflow.datasets.DiskDataset property) (bayesflow.datasets.OfflineDataset property) (bayesflow.datasets.OnlineDataset 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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property) Mixture (class in bayesflow.distributions) MLP (class in bayesflow.networks) MLP_DEFAULT_CONFIG (bayesflow.experimental.diffusion_model.DiffusionModel attribute) (bayesflow.experimental.DiffusionModel attribute) (bayesflow.networks.ConsistencyModel attribute) (bayesflow.networks.FlowMatching attribute) mmd_hypothesis_test() (in module bayesflow.diagnostics) model_kwargs() (in module bayesflow.utils) 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.experimental.diffusion_model 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.utils.serialization bayesflow.utils.tree bayesflow.workflows bayesflow.wrappers bayesflow.wrappers.mamba bayesflow.wrappers.mamba.mamba bayesflow.wrappers.mamba.mamba_block MultivariateNormalScore (class in bayesflow.scores) N nan_to_num() (bayesflow.adapters.Adapter method) NanToNum (class in bayesflow.adapters.transforms) NNPE (class in bayesflow.adapters.transforms) nnpe() (bayesflow.adapters.Adapter method) NoiseSchedule (class in bayesflow.experimental.diffusion_model) 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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property) NormedDifferenceScore (class in bayesflow.scores) NOT_TRANSFORMING_LIKE_VECTOR_WARNING (bayesflow.scores.MeanScore attribute) (bayesflow.scores.MedianScore attribute) (bayesflow.scores.MultivariateNormalScore attribute) (bayesflow.scores.NormedDifferenceScore attribute) (bayesflow.scores.ParametricDistributionScore attribute) (bayesflow.scores.QuantileScore attribute) (bayesflow.scores.ScoringRule attribute) num_batches (bayesflow.datasets.DiskDataset property) (bayesflow.datasets.OfflineDataset property) (bayesflow.datasets.OnlineDataset property) NumpyTransform (class in bayesflow.adapters.transforms) O observation_model() (bayesflow.simulators.BernoulliGLM method) (bayesflow.simulators.BernoulliGLMRaw method) (bayesflow.simulators.GaussianLinear method) (bayesflow.simulators.GaussianLinearUniform method) (bayesflow.simulators.GaussianMixture method) (bayesflow.simulators.InverseKinematics method) (bayesflow.simulators.LotkaVolterra method) (bayesflow.simulators.SIR method) (bayesflow.simulators.SLCP method) (bayesflow.simulators.SLCPDistractors 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) on_epoch_end() (bayesflow.datasets.DiskDataset method) (bayesflow.datasets.OfflineDataset method) (bayesflow.datasets.OnlineDataset 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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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) positive_diag() (in module bayesflow.utils) PositiveDefinite (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.BernoulliGLM method) (bayesflow.simulators.BernoulliGLMRaw method) (bayesflow.simulators.GaussianLinear method) (bayesflow.simulators.GaussianLinearUniform method) (bayesflow.simulators.GaussianMixture method) (bayesflow.simulators.InverseKinematics method) (bayesflow.simulators.LotkaVolterra method) (bayesflow.simulators.SIR method) (bayesflow.simulators.SLCP method) (bayesflow.simulators.SLCPDistractors 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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) R random_subsample() (bayesflow.adapters.Adapter method) RandomSubsample (class in bayesflow.adapters.transforms) recovery() (in module bayesflow.diagnostics) recovery_from_estimates() (in module bayesflow.diagnostics) rejection_sample() (bayesflow.simulators.BernoulliGLM method) (bayesflow.simulators.BernoulliGLMRaw method) (bayesflow.simulators.GaussianLinear method) (bayesflow.simulators.GaussianLinearUniform method) (bayesflow.simulators.GaussianMixture method) (bayesflow.simulators.HierarchicalSimulator method) (bayesflow.simulators.InverseKinematics 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.SLCP method) (bayesflow.simulators.SLCPDistractors 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.metrics.functional) RootMeanSquaredError (class in bayesflow.metrics) 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel 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.BernoulliGLM method) (bayesflow.simulators.BernoulliGLMRaw method) (bayesflow.simulators.GaussianLinear method) (bayesflow.simulators.GaussianLinearUniform method) (bayesflow.simulators.GaussianMixture method) (bayesflow.simulators.HierarchicalSimulator method) (bayesflow.simulators.InverseKinematics 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.SLCP method) (bayesflow.simulators.SLCPDistractors method) (bayesflow.simulators.TwoMoons method) (bayesflow.workflows.BasicWorkflow method) sample_batched() (bayesflow.simulators.BernoulliGLM method) (bayesflow.simulators.BernoulliGLMRaw method) (bayesflow.simulators.GaussianLinear method) (bayesflow.simulators.GaussianLinearUniform method) (bayesflow.simulators.GaussianMixture method) (bayesflow.simulators.HierarchicalSimulator method) (bayesflow.simulators.InverseKinematics 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.SLCP method) (bayesflow.simulators.SLCPDistractors method) (bayesflow.simulators.TwoMoons 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) save_weights() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) Scale (class in bayesflow.adapters.transforms) scale() (bayesflow.adapters.Adapter 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) Sequential (class in bayesflow.networks) sequential_kwargs() (in module bayesflow.utils) SequentialSimulator (class in bayesflow.simulators) serializable() (in module bayesflow.utils.serialization) SerializableCustomTransform (class in bayesflow.adapters.transforms) serialize() (in module bayesflow.utils.serialization) serialize_value_or_type() (in module bayesflow.utils) (in module bayesflow.utils.serialization) 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) SetTransformer (class in bayesflow.networks) Shape (in module bayesflow.types) Shift (class in bayesflow.adapters.transforms) shift() (bayesflow.adapters.Adapter method) 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) SLCP (class in bayesflow.simulators) SLCPDistractors (class in bayesflow.simulators) softplus() (in module bayesflow.utils.numpy_utils) Split (class in bayesflow.adapters.transforms) split() (bayesflow.adapters.Adapter method) split_arrays() (in module bayesflow.utils) split_tensors() (in module bayesflow.utils) Sqrt (class in bayesflow.adapters.transforms) sqrt() (bayesflow.adapters.Adapter method) Squeeze (class in bayesflow.adapters.transforms) squeeze() (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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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) student (bayesflow.networks.ConsistencyModel property) summaries() (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) summarize() (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) summary() (bayesflow.approximators.Approximator method) (bayesflow.approximators.ContinuousApproximator method) (bayesflow.approximators.ModelComparisonApproximator method) (bayesflow.approximators.PointApproximator method) summary_space_comparison() (in module bayesflow.diagnostics) 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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.distributions.Mixture method) (bayesflow.experimental.CIF method) (bayesflow.experimental.ContinuousTimeConsistencyModel method) (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.ConsistencyModel method) (bayesflow.networks.CouplingFlow method) (bayesflow.networks.DeepSet method) (bayesflow.networks.FlowMatching method) (bayesflow.networks.FusionNetwork method) (bayesflow.networks.FusionTransformer method) (bayesflow.networks.InferenceNetwork method) (bayesflow.networks.MLP method) (bayesflow.networks.PointInferenceNetwork method) (bayesflow.networks.Sequential method) (bayesflow.networks.SetTransformer method) (bayesflow.networks.SummaryNetwork method) (bayesflow.networks.TimeSeriesNetwork method) (bayesflow.networks.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) T Take (class in bayesflow.adapters.transforms) take() (bayesflow.adapters.Adapter method) 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_dict() (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) ToDict (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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property) Transform (class in bayesflow.adapters.transforms) TRANSFORMATION_TYPE (bayesflow.scores.MeanScore attribute) (bayesflow.scores.MedianScore attribute) (bayesflow.scores.MultivariateNormalScore attribute) (bayesflow.scores.NormedDifferenceScore attribute) (bayesflow.scores.ParametricDistributionScore attribute) (bayesflow.scores.QuantileScore attribute) (bayesflow.scores.ScoringRule attribute) tree_concatenate() (in module bayesflow.utils) tree_stack() (in module bayesflow.utils) TwoMoons (class in bayesflow.simulators) U Ungroup (class in bayesflow.adapters.transforms) ungroup() (bayesflow.adapters.Adapter method) update_state() (bayesflow.metrics.MaximumMeanDiscrepancy method) (bayesflow.metrics.RootMeanSquaredError method) use_multiprocessing (bayesflow.datasets.DiskDataset property) (bayesflow.datasets.OfflineDataset property) (bayesflow.datasets.OnlineDataset property) V validate() (bayesflow.experimental.diffusion_model.CosineNoiseSchedule method) (bayesflow.experimental.diffusion_model.EDMNoiseSchedule method) (bayesflow.experimental.diffusion_model.NoiseSchedule method) 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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock 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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite 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.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property) velocity() (bayesflow.experimental.diffusion_model.DiffusionModel method) (bayesflow.experimental.DiffusionModel method) (bayesflow.networks.FlowMatching method) vjp() (in module bayesflow.utils) W warn_once() (in module bayesflow.utils.logging) warning() (in module bayesflow.utils.logging) weighted_mean() (in module bayesflow.utils) 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.distributions.Mixture property) (bayesflow.experimental.CIF property) (bayesflow.experimental.ContinuousTimeConsistencyModel property) (bayesflow.experimental.diffusion_model.DiffusionModel property) (bayesflow.experimental.DiffusionModel property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.ConsistencyModel property) (bayesflow.networks.CouplingFlow property) (bayesflow.networks.DeepSet property) (bayesflow.networks.FlowMatching property) (bayesflow.networks.FusionNetwork property) (bayesflow.networks.FusionTransformer property) (bayesflow.networks.InferenceNetwork property) (bayesflow.networks.MLP property) (bayesflow.networks.PointInferenceNetwork property) (bayesflow.networks.Sequential property) (bayesflow.networks.SetTransformer property) (bayesflow.networks.SummaryNetwork property) (bayesflow.networks.TimeSeriesNetwork property) (bayesflow.networks.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property) workers (bayesflow.datasets.DiskDataset property) (bayesflow.datasets.OfflineDataset property) (bayesflow.datasets.OnlineDataset property) Z z_score_contraction() (in module bayesflow.diagnostics)
