Index

_

__call__() (bayesflow.adapters.Adapter method) (bayesflow.adapters.transforms.AsCorrelationMatrix method) (bayesflow.adapters.transforms.AsCovarianceMatrix method) (bayesflow.adapters.transforms.AsSet method) (bayesflow.adapters.transforms.AsSimplex 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.KerasTransform method) (bayesflow.adapters.transforms.Log method) (bayesflow.adapters.transforms.MapTransform method) (bayesflow.adapters.transforms.NanToNum 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.augmentations.nnpe.NNPE method) (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.metrics.MaximumMeanDiscrepancy method) (bayesflow.metrics.RootMeanSquaredError method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.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

accuracy() (in module bayesflow.diagnostics.metrics) accuracy_random_points() (in module bayesflow.diagnostics.metrics) ActNorm (class in bayesflow.networks.inference.coupling) adapter (bayesflow.estimators.EnsembleEstimator property) (bayesflow.workflows.BasicWorkflow property) (bayesflow.workflows.CompositionalWorkflow property) (bayesflow.workflows.EnsembleWorkflow property) (bayesflow.workflows.ModelComparisonWorkflow property) Adapter (class in bayesflow.adapters) add_loss() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) add_metric() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.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_variable() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.metrics.MaximumMeanDiscrepancy method) (bayesflow.metrics.RootMeanSquaredError method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method)

add_weight() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.metrics.MaximumMeanDiscrepancy method) (bayesflow.metrics.RootMeanSquaredError method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) AffineTransform (class in bayesflow.networks.inference.coupling.transforms) ancestral_sample() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.workflows.BasicWorkflow method) (bayesflow.workflows.CompositionalWorkflow method) (bayesflow.workflows.EnsembleWorkflow method) (bayesflow.workflows.ModelComparisonWorkflow method) append() (bayesflow.adapters.Adapter method) apply() (bayesflow.adapters.Adapter method) apply_serializable() (bayesflow.adapters.Adapter method) as_correlation_matrix() (bayesflow.adapters.Adapter method) as_covariance_matrix() (bayesflow.adapters.Adapter method) as_precision_matrix() (bayesflow.adapters.Adapter method) as_set() (bayesflow.adapters.Adapter method) as_simplex() (bayesflow.adapters.Adapter method) as_time_series() (bayesflow.adapters.Adapter method) AsCorrelationMatrix (class in bayesflow.adapters.transforms) AsCovarianceMatrix (class in bayesflow.adapters.transforms) AsSet (class in bayesflow.adapters.transforms) AsSimplex (class in bayesflow.adapters.transforms) AsTimeSeries (class in bayesflow.adapters.transforms) ATTENTION_MASK (bayesflow.masking.MaskName attribute) AutoEncoder (class in bayesflow.experimental) AutoregressiveEstimator (class in bayesflow.estimators)

B

BasicEstimator (class in bayesflow.estimators) BasicWorkflow (class in bayesflow.workflows) batch_size (bayesflow.datasets.EnsembleDataset property) batched_call() (in module bayesflow.utils) batched_keys() (bayesflow.masking.MaskHandler class method) bayes_factor_recovery() (in module bayesflow.diagnostics.plots) bayesflow module bayesflow.adapters module bayesflow.adapters.transforms module bayesflow.augmentations module bayesflow.augmentations.nnpe module bayesflow.datasets module bayesflow.diagnostics module bayesflow.diagnostics.metrics module bayesflow.diagnostics.plots module bayesflow.distributions module bayesflow.estimators module bayesflow.experimental module bayesflow.links module bayesflow.masking module bayesflow.metrics module bayesflow.metrics.functional module bayesflow.networks module bayesflow.networks.decoders module bayesflow.networks.defaults module bayesflow.networks.inference module bayesflow.networks.inference.consistency module bayesflow.networks.inference.coupling module bayesflow.networks.inference.coupling.layers module bayesflow.networks.inference.coupling.permutations module bayesflow.networks.inference.coupling.transforms module bayesflow.networks.inference.diffusion module bayesflow.networks.inference.flow_matching module bayesflow.networks.inference.inference_network module bayesflow.networks.inference.scoring module bayesflow.networks.inference.scoring.scoring_rules module bayesflow.networks.subnets module bayesflow.networks.summary module bayesflow.scoring_rules 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.rng 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.metrics) bottleneck() (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) brier_score() (in module bayesflow.diagnostics.metrics) BrierScore (class in bayesflow.networks.inference.scoring.scoring_rules) (class in bayesflow.scoring_rules) Broadcast (class in bayesflow.adapters.transforms) broadcast() (bayesflow.adapters.Adapter method) build() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method)

build_adapter() (bayesflow.estimators.AutoregressiveEstimator class method) (bayesflow.estimators.BasicEstimator class method) (bayesflow.estimators.CompositionalEstimator class method) (bayesflow.estimators.EnsembleEstimator class method) (bayesflow.estimators.Estimator class method) (bayesflow.estimators.ModelComparisonEstimator class method) (bayesflow.estimators.RatioEstimator class method) (bayesflow.estimators.ScoringRuleEstimator class method) build_dataset() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) build_from_config() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) build_from_data() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) build_graph() (bayesflow.workflows.BasicWorkflow method) (bayesflow.workflows.CompositionalWorkflow method) (bayesflow.workflows.EnsembleWorkflow method) (bayesflow.workflows.ModelComparisonWorkflow method) build_optimizer() (bayesflow.workflows.BasicWorkflow method) (bayesflow.workflows.CompositionalWorkflow method) (bayesflow.workflows.EnsembleWorkflow method) (bayesflow.workflows.ModelComparisonWorkflow method)

C

calibration_curve() (in module bayesflow.utils) calibration_ecdf() (in module bayesflow.diagnostics.plots) calibration_ecdf_from_quantiles() (in module bayesflow.diagnostics.plots) calibration_error() (in module bayesflow.diagnostics.metrics) calibration_histogram() (in module bayesflow.diagnostics.plots) calibration_log_gamma() (in module bayesflow.diagnostics.metrics) call() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) canonical_correlation_metric() (in module bayesflow.diagnostics.metrics) capitalize() (bayesflow.masking.MaskName method) casefold() (bayesflow.masking.MaskName method) CategoricalScoringRule (class in bayesflow.networks.inference.scoring.scoring_rules) (class in bayesflow.scoring_rules) center() (bayesflow.masking.MaskName method) check_estimates_prior_shapes() (in module bayesflow.utils) check_lengths_same() (in module bayesflow.utils) CholeskyFactor (class in bayesflow.links) classifier_two_sample_test() (in module bayesflow.diagnostics.metrics) clear() (bayesflow.adapters.Adapter method) collect_inference_masks() (bayesflow.masking.MaskHandler class method) collect_mask_kwargs() (bayesflow.masking.MaskHandler class method) collect_semantic_masks() (bayesflow.masking.MaskHandler class method) collect_subnet_masks() (bayesflow.masking.MaskHandler class method) collect_summary_masks() (bayesflow.masking.MaskHandler class method) compile() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) compile_from_config() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) compositional_bridge() (bayesflow.networks.inference.diffusion.DiffusionModel method) compositional_sample() (bayesflow.estimators.CompositionalEstimator method) (bayesflow.workflows.CompositionalWorkflow method) compositional_score() (bayesflow.networks.inference.diffusion.DiffusionModel method) compositional_velocity() (bayesflow.networks.inference.diffusion.DiffusionModel method) CompositionalEstimator (class in bayesflow.estimators) CompositionalWorkflow (class in bayesflow.workflows) compute_custom_diagnostics() (bayesflow.workflows.BasicWorkflow method) (bayesflow.workflows.CompositionalWorkflow method) (bayesflow.workflows.EnsembleWorkflow method) (bayesflow.workflows.ModelComparisonWorkflow method) compute_default_diagnostics() (bayesflow.workflows.BasicWorkflow method) (bayesflow.workflows.CompositionalWorkflow method) (bayesflow.workflows.EnsembleWorkflow method) (bayesflow.workflows.ModelComparisonWorkflow method) compute_diagnostics() (bayesflow.workflows.BasicWorkflow method) (bayesflow.workflows.CompositionalWorkflow method) (bayesflow.workflows.EnsembleWorkflow method) (bayesflow.workflows.ModelComparisonWorkflow method) compute_dtype (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property) compute_embed_output_shape() (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.TimeMLP method) compute_empirical_coverage() (in module bayesflow.utils) compute_input_shape() (bayesflow.links.CholeskyFactor method) (bayesflow.links.PositiveDefinite method) compute_loss() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) compute_loss_and_updates() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) compute_mask() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method)

compute_metrics() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) compute_output_shape() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) compute_output_spec() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.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) conditioning_attention_mask() (bayesflow.networks.subnets.DiffusionTransformer static method) confusion_matrix() (in module bayesflow.utils) consistency_function() (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) ConsistencyModel (class in bayesflow.networks.inference.consistency) Constrain (class in bayesflow.adapters.transforms) constrain() (bayesflow.adapters.Adapter method) constrain_parameters() (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) convert_args() (in module bayesflow.utils) convert_dtype() (bayesflow.adapters.Adapter method) convert_kwargs() (in module bayesflow.utils) convert_prediction_to_x() (bayesflow.networks.inference.diffusion.DiffusionModel method) ConvertDType (class in bayesflow.adapters.transforms) ConvolutionalNetwork (class in bayesflow.networks.summary) correlation() (in module bayesflow.diagnostics.metrics) CosineNoiseSchedule (class in bayesflow.networks.inference.diffusion) count() (bayesflow.adapters.Adapter method) (bayesflow.masking.MaskName method) count_params() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) CouplingFlow (class in bayesflow.networks.inference.coupling) coverage() (in module bayesflow.diagnostics.plots) create_default() (bayesflow.adapters.Adapter static method) credible_interval() (in module bayesflow.utils.numpy_utils) critical() (in module bayesflow.utils.logging) CrossEntropyScore (class in bayesflow.networks.inference.scoring.scoring_rules) (class in bayesflow.scoring_rules)

D

debug() (in module bayesflow.utils.logging) decode() (bayesflow.experimental.FreeFormFlow method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) decode_step() (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) DECODER_MLP_DEFAULT_CONFIG (bayesflow.experimental.FreeFormFlow attribute) DeepSet (class in bayesflow.networks.summary) default_adapter() (bayesflow.workflows.BasicWorkflow static method) (bayesflow.workflows.CompositionalWorkflow static method) (bayesflow.workflows.EnsembleWorkflow static method) (bayesflow.workflows.ModelComparisonWorkflow static method) DEFAULT_SLAB (bayesflow.augmentations.nnpe.NNPE attribute) DEFAULT_SPIKE (bayesflow.augmentations.nnpe.NNPE attribute) derivative_log_snr() (bayesflow.networks.inference.diffusion.CosineNoiseSchedule method) (bayesflow.networks.inference.diffusion.EDMNoiseSchedule method) (bayesflow.networks.inference.diffusion.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) device_handoff() (bayesflow.adapters.Adapter method) devices() (in module bayesflow.utils) DiagonalNormal (class in bayesflow.distributions) DiagonalStudentT (class in bayesflow.distributions) diffusion_term() (bayesflow.networks.inference.diffusion.DiffusionModel method) DiffusionModel (class in bayesflow.networks.inference.diffusion) DiffusionTransformer (class in bayesflow.networks.subnets) dim_maybe_nested() (in module bayesflow.utils) DiskDataset (class in bayesflow.datasets) Distribution (class in bayesflow.distributions) Drop (class in bayesflow.adapters.transforms) drop() (bayesflow.adapters.Adapter method) dtype (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.metrics.MaximumMeanDiscrepancy property) (bayesflow.metrics.RootMeanSquaredError property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property)

dtype_policy (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property) DualCoupling (class in bayesflow.networks.inference.coupling.layers)

E

EDMNoiseSchedule (class in bayesflow.networks.inference.diffusion) ElementwiseTransform (class in bayesflow.adapters.transforms) embed() (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.TimeMLP method) encode() (bayesflow.experimental.FreeFormFlow method) (bayesflow.masking.MaskName method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) ENCODER_MLP_DEFAULT_CONFIG (bayesflow.experimental.FreeFormFlow attribute) endswith() (bayesflow.masking.MaskName method) EnsembleDataset (class in bayesflow.datasets) EnsembleEstimator (class in bayesflow.estimators) EnsembleIndexedDataset (class in bayesflow.datasets) EnsembleOnlineDataset (class in bayesflow.datasets) EnsembleWorkflow (class in bayesflow.workflows) EPS_WARN (bayesflow.networks.inference.consistency.StableConsistencyModel attribute) error() (in module bayesflow.utils.logging) estimate() (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.workflows.BasicWorkflow method) (bayesflow.workflows.CompositionalWorkflow method) (bayesflow.workflows.EnsembleWorkflow method) (bayesflow.workflows.ModelComparisonWorkflow method) Estimator (class in bayesflow.estimators) evaluate() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator 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_singletons_to_common_length() (in module bayesflow.utils) expand_tile() (in module bayesflow.utils) expand_to() (in module bayesflow.utils) ExpandDims (class in bayesflow.adapters.transforms) expandtabs() (bayesflow.masking.MaskName method) expected_calibration_error() (in module bayesflow.diagnostics.metrics) ExponentialScore (class in bayesflow.networks.inference.scoring.scoring_rules) (class in bayesflow.scoring_rules) export() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator 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() (bayesflow.masking.MaskName method) 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.networks.inference.diffusion) find_permutation() (in module bayesflow.utils) find_pooling() (in module bayesflow.utils) find_recurrent_net() (in module bayesflow.utils) find_scoring_rule() (in module bayesflow.utils) find_summary_network() (in module bayesflow.utils) find_transform() (in module bayesflow.utils) fit() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.workflows.BasicWorkflow method) (bayesflow.workflows.CompositionalWorkflow method) (bayesflow.workflows.EnsembleWorkflow method) (bayesflow.workflows.ModelComparisonWorkflow method) fit_disk() (bayesflow.workflows.BasicWorkflow method) (bayesflow.workflows.CompositionalWorkflow method) (bayesflow.workflows.EnsembleWorkflow method) (bayesflow.workflows.ModelComparisonWorkflow method) fit_offline() (bayesflow.workflows.BasicWorkflow method) (bayesflow.workflows.CompositionalWorkflow method) (bayesflow.workflows.EnsembleWorkflow method) (bayesflow.workflows.ModelComparisonWorkflow method) fit_online() (bayesflow.workflows.BasicWorkflow method) (bayesflow.workflows.CompositionalWorkflow method) (bayesflow.workflows.EnsembleWorkflow method) (bayesflow.workflows.ModelComparisonWorkflow method) FIXED_TARGET (bayesflow.masking.MaskName attribute) fixed_target_mask (bayesflow.masking.InferenceMasks attribute) fixed_target_value (bayesflow.masking.InferenceMasks attribute) FIXED_TARGET_VALUE (bayesflow.masking.MaskName attribute) FixedPermutation (class in bayesflow.networks.inference.coupling.permutations) flatten_shape() (in module bayesflow.utils.tree) FlowMatching (class in bayesflow.networks.inference.flow_matching) format() (bayesflow.masking.MaskName method) format_bytes() (in module bayesflow.utils) format_duration() (in module bayesflow.utils) (in module bayesflow.utils.logging) format_map() (bayesflow.masking.MaskName method) forward() (bayesflow.adapters.Adapter method) (bayesflow.adapters.transforms.AsCorrelationMatrix method) (bayesflow.adapters.transforms.AsCovarianceMatrix method) (bayesflow.adapters.transforms.AsSet method) (bayesflow.adapters.transforms.AsSimplex 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.KerasTransform method) (bayesflow.adapters.transforms.Log method) (bayesflow.adapters.transforms.MapTransform method) (bayesflow.adapters.transforms.NanToNum 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_basic_workflow() (bayesflow.workflows.CompositionalWorkflow class method) from_config() (bayesflow.adapters.Adapter class method) (bayesflow.adapters.transforms.AsCorrelationMatrix class method) (bayesflow.adapters.transforms.AsCovarianceMatrix class method) (bayesflow.adapters.transforms.AsSet class method) (bayesflow.adapters.transforms.AsSimplex 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.KerasTransform class method) (bayesflow.adapters.transforms.Log class method) (bayesflow.adapters.transforms.MapTransform class method) (bayesflow.adapters.transforms.NanToNum 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.distributions.DiagonalNormal class method) (bayesflow.distributions.DiagonalStudentT class method) (bayesflow.distributions.Distribution class method) (bayesflow.distributions.Mixture class method) (bayesflow.estimators.AutoregressiveEstimator class method) (bayesflow.estimators.BasicEstimator class method) (bayesflow.estimators.CompositionalEstimator class method) (bayesflow.estimators.EnsembleEstimator class method) (bayesflow.estimators.Estimator class method) (bayesflow.estimators.ModelComparisonEstimator class method) (bayesflow.estimators.RatioEstimator class method) (bayesflow.estimators.ScoringRuleEstimator class method) (bayesflow.experimental.AutoEncoder class method) (bayesflow.experimental.FreeFormFlow class method) (bayesflow.experimental.LatentInferenceNetwork class method) (bayesflow.experimental.MeanFlow class method) (bayesflow.experimental.VariationalAutoEncoder class method) (bayesflow.links.CholeskyFactor class method) (bayesflow.links.Leaky class method) (bayesflow.links.Ordered class method) (bayesflow.links.OrderedQuantiles class method) (bayesflow.links.PositiveDefinite class method) (bayesflow.masking.MaskHandler class method) (bayesflow.metrics.MaximumMeanDiscrepancy class method) (bayesflow.metrics.RootMeanSquaredError class method) (bayesflow.networks.decoders.RecurrentDecoder class method) (bayesflow.networks.decoders.TransformerDecoder class method) (bayesflow.networks.inference.consistency.ConsistencyModel class method) (bayesflow.networks.inference.consistency.StableConsistencyModel class method) (bayesflow.networks.inference.coupling.ActNorm class method) (bayesflow.networks.inference.coupling.CouplingFlow class method) (bayesflow.networks.inference.coupling.InvertibleLayer class method) (bayesflow.networks.inference.coupling.layers.DualCoupling class method) (bayesflow.networks.inference.coupling.layers.SingleCoupling class method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation class method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation class method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation class method) (bayesflow.networks.inference.coupling.permutations.Swap class method) (bayesflow.networks.inference.coupling.transforms.AffineTransform class method) (bayesflow.networks.inference.coupling.transforms.SplineTransform class method) (bayesflow.networks.inference.coupling.transforms.Transform class method) (bayesflow.networks.inference.diffusion.CosineNoiseSchedule class method) (bayesflow.networks.inference.diffusion.DiffusionModel class method) (bayesflow.networks.inference.diffusion.EDMNoiseSchedule class method) (bayesflow.networks.inference.diffusion.NoiseSchedule class method) (bayesflow.networks.inference.flow_matching.FlowMatching class method) (bayesflow.networks.inference.inference_network.InferenceNetwork class method) (bayesflow.networks.inference.scoring.PointNetwork class method) (bayesflow.networks.inference.scoring.scoring_rules.BrierScore class method) (bayesflow.networks.inference.scoring.scoring_rules.CategoricalScoringRule class method) (bayesflow.networks.inference.scoring.scoring_rules.CrossEntropyScore class method) (bayesflow.networks.inference.scoring.scoring_rules.ExponentialScore class method) (bayesflow.networks.inference.scoring.scoring_rules.LogisticScore class method) (bayesflow.networks.inference.scoring.scoring_rules.MeanScore class method) (bayesflow.networks.inference.scoring.scoring_rules.MedianScore class method) (bayesflow.networks.inference.scoring.scoring_rules.MixtureScore class method) (bayesflow.networks.inference.scoring.scoring_rules.MvNormalScore class method) (bayesflow.networks.inference.scoring.scoring_rules.NormedDifferenceScore class method) (bayesflow.networks.inference.scoring.scoring_rules.ParametricDistributionScore class method) (bayesflow.networks.inference.scoring.scoring_rules.PolynomialScore class method) (bayesflow.networks.inference.scoring.scoring_rules.QuantileScore class method) (bayesflow.networks.inference.scoring.scoring_rules.ScoringRule class method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork class method) (bayesflow.networks.subnets.DiffusionTransformer class method) (bayesflow.networks.subnets.MLP class method) (bayesflow.networks.subnets.ResidualUViT class method) (bayesflow.networks.subnets.TimeMLP class method) (bayesflow.networks.subnets.UNet class method) (bayesflow.networks.subnets.UViT class method) (bayesflow.networks.summary.ConvolutionalNetwork class method) (bayesflow.networks.summary.DeepSet class method) (bayesflow.networks.summary.FusionNetwork class method) (bayesflow.networks.summary.FusionTransformer class method) (bayesflow.networks.summary.RecurrentNetwork class method) (bayesflow.networks.summary.SetTransformer class method) (bayesflow.networks.summary.SummaryNetwork class method) (bayesflow.networks.summary.TimeSeriesNetwork class method) (bayesflow.networks.summary.TimeSeriesTransformer class method) (bayesflow.scoring_rules.BrierScore class method) (bayesflow.scoring_rules.CategoricalScoringRule class method) (bayesflow.scoring_rules.CrossEntropyScore class method) (bayesflow.scoring_rules.ExponentialScore class method) (bayesflow.scoring_rules.LogisticScore class method) (bayesflow.scoring_rules.MeanScore class method) (bayesflow.scoring_rules.MedianScore class method) (bayesflow.scoring_rules.MixtureScore class method) (bayesflow.scoring_rules.MvNormalScore class method) (bayesflow.scoring_rules.NormedDifferenceScore class method) (bayesflow.scoring_rules.ParametricDistributionScore class method) (bayesflow.scoring_rules.PolynomialScore class method) (bayesflow.scoring_rules.QuantileScore class method) (bayesflow.scoring_rules.ScoringRule class method) (bayesflow.wrappers.mamba.mamba.Mamba class method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock class method)

FusionNetwork (class in bayesflow.networks.summary) FusionTransformer (class in bayesflow.networks.summary)

G

gamma_discrepancy() (in module bayesflow.diagnostics.metrics) gamma_null_distribution() (in module bayesflow.diagnostics.metrics) GaussianLinear (class in bayesflow.simulators) GaussianLinearUniform (class in bayesflow.simulators) GaussianMixture (class in bayesflow.simulators) get_alpha_sigma() (bayesflow.networks.inference.diffusion.CosineNoiseSchedule method) (bayesflow.networks.inference.diffusion.EDMNoiseSchedule method) (bayesflow.networks.inference.diffusion.NoiseSchedule method) get_batch_by_sample_indices() (bayesflow.datasets.DiskDataset method) (bayesflow.datasets.OfflineDataset method) get_build_config() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) get_compile_config() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) get_config() (bayesflow.adapters.Adapter method) (bayesflow.adapters.transforms.AsCorrelationMatrix method) (bayesflow.adapters.transforms.AsCovarianceMatrix method) (bayesflow.adapters.transforms.AsSet method) (bayesflow.adapters.transforms.AsSimplex 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.KerasTransform method) (bayesflow.adapters.transforms.Log method) (bayesflow.adapters.transforms.MapTransform method) (bayesflow.adapters.transforms.NanToNum 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.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.masking.MaskHandler method) (bayesflow.metrics.MaximumMeanDiscrepancy method) (bayesflow.metrics.RootMeanSquaredError method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.CosineNoiseSchedule method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.diffusion.EDMNoiseSchedule method) (bayesflow.networks.inference.diffusion.NoiseSchedule method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.scoring_rules.BrierScore method) (bayesflow.networks.inference.scoring.scoring_rules.CategoricalScoringRule method) (bayesflow.networks.inference.scoring.scoring_rules.CrossEntropyScore method) (bayesflow.networks.inference.scoring.scoring_rules.ExponentialScore method) (bayesflow.networks.inference.scoring.scoring_rules.LogisticScore method) (bayesflow.networks.inference.scoring.scoring_rules.MeanScore method) (bayesflow.networks.inference.scoring.scoring_rules.MedianScore method) (bayesflow.networks.inference.scoring.scoring_rules.MixtureScore method) (bayesflow.networks.inference.scoring.scoring_rules.MvNormalScore method) (bayesflow.networks.inference.scoring.scoring_rules.NormedDifferenceScore method) (bayesflow.networks.inference.scoring.scoring_rules.ParametricDistributionScore method) (bayesflow.networks.inference.scoring.scoring_rules.PolynomialScore method) (bayesflow.networks.inference.scoring.scoring_rules.QuantileScore method) (bayesflow.networks.inference.scoring.scoring_rules.ScoringRule method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.scoring_rules.BrierScore method) (bayesflow.scoring_rules.CategoricalScoringRule method) (bayesflow.scoring_rules.CrossEntropyScore method) (bayesflow.scoring_rules.ExponentialScore method) (bayesflow.scoring_rules.LogisticScore method) (bayesflow.scoring_rules.MeanScore method) (bayesflow.scoring_rules.MedianScore method) (bayesflow.scoring_rules.MixtureScore method) (bayesflow.scoring_rules.MvNormalScore method) (bayesflow.scoring_rules.NormedDifferenceScore method) (bayesflow.scoring_rules.ParametricDistributionScore method) (bayesflow.scoring_rules.PolynomialScore method) (bayesflow.scoring_rules.QuantileScore method) (bayesflow.scoring_rules.ScoringRule method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) get_drift() (bayesflow.networks.inference.diffusion.CosineNoiseSchedule method) (bayesflow.networks.inference.diffusion.EDMNoiseSchedule method) (bayesflow.networks.inference.diffusion.NoiseSchedule method)

get_head() (bayesflow.networks.inference.scoring.scoring_rules.BrierScore method) (bayesflow.networks.inference.scoring.scoring_rules.CategoricalScoringRule method) (bayesflow.networks.inference.scoring.scoring_rules.CrossEntropyScore method) (bayesflow.networks.inference.scoring.scoring_rules.ExponentialScore method) (bayesflow.networks.inference.scoring.scoring_rules.LogisticScore method) (bayesflow.networks.inference.scoring.scoring_rules.MeanScore method) (bayesflow.networks.inference.scoring.scoring_rules.MedianScore method) (bayesflow.networks.inference.scoring.scoring_rules.MixtureScore method) (bayesflow.networks.inference.scoring.scoring_rules.MvNormalScore method) (bayesflow.networks.inference.scoring.scoring_rules.NormedDifferenceScore method) (bayesflow.networks.inference.scoring.scoring_rules.ParametricDistributionScore method) (bayesflow.networks.inference.scoring.scoring_rules.PolynomialScore method) (bayesflow.networks.inference.scoring.scoring_rules.QuantileScore method) (bayesflow.networks.inference.scoring.scoring_rules.ScoringRule method) (bayesflow.scoring_rules.BrierScore method) (bayesflow.scoring_rules.CategoricalScoringRule method) (bayesflow.scoring_rules.CrossEntropyScore method) (bayesflow.scoring_rules.ExponentialScore method) (bayesflow.scoring_rules.LogisticScore method) (bayesflow.scoring_rules.MeanScore method) (bayesflow.scoring_rules.MedianScore method) (bayesflow.scoring_rules.MixtureScore method) (bayesflow.scoring_rules.MvNormalScore method) (bayesflow.scoring_rules.NormedDifferenceScore method) (bayesflow.scoring_rules.ParametricDistributionScore method) (bayesflow.scoring_rules.PolynomialScore method) (bayesflow.scoring_rules.QuantileScore method) (bayesflow.scoring_rules.ScoringRule method) get_head_shapes_from_target_shape() (bayesflow.networks.inference.scoring.scoring_rules.BrierScore method) (bayesflow.networks.inference.scoring.scoring_rules.CategoricalScoringRule method) (bayesflow.networks.inference.scoring.scoring_rules.CrossEntropyScore method) (bayesflow.networks.inference.scoring.scoring_rules.ExponentialScore method) (bayesflow.networks.inference.scoring.scoring_rules.LogisticScore method) (bayesflow.networks.inference.scoring.scoring_rules.MeanScore method) (bayesflow.networks.inference.scoring.scoring_rules.MedianScore method) (bayesflow.networks.inference.scoring.scoring_rules.MixtureScore method) (bayesflow.networks.inference.scoring.scoring_rules.MvNormalScore method) (bayesflow.networks.inference.scoring.scoring_rules.NormedDifferenceScore method) (bayesflow.networks.inference.scoring.scoring_rules.ParametricDistributionScore method) (bayesflow.networks.inference.scoring.scoring_rules.PolynomialScore method) (bayesflow.networks.inference.scoring.scoring_rules.QuantileScore method) (bayesflow.networks.inference.scoring.scoring_rules.ScoringRule method) (bayesflow.scoring_rules.BrierScore method) (bayesflow.scoring_rules.CategoricalScoringRule method) (bayesflow.scoring_rules.CrossEntropyScore method) (bayesflow.scoring_rules.ExponentialScore method) (bayesflow.scoring_rules.LogisticScore method) (bayesflow.scoring_rules.MeanScore method) (bayesflow.scoring_rules.MedianScore method) (bayesflow.scoring_rules.MixtureScore method) (bayesflow.scoring_rules.MvNormalScore method) (bayesflow.scoring_rules.NormedDifferenceScore method) (bayesflow.scoring_rules.ParametricDistributionScore method) (bayesflow.scoring_rules.PolynomialScore method) (bayesflow.scoring_rules.QuantileScore method) (bayesflow.scoring_rules.ScoringRule method) get_layer() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) get_link() (bayesflow.networks.inference.scoring.scoring_rules.BrierScore method) (bayesflow.networks.inference.scoring.scoring_rules.CategoricalScoringRule method) (bayesflow.networks.inference.scoring.scoring_rules.CrossEntropyScore method) (bayesflow.networks.inference.scoring.scoring_rules.ExponentialScore method) (bayesflow.networks.inference.scoring.scoring_rules.LogisticScore method) (bayesflow.networks.inference.scoring.scoring_rules.MeanScore method) (bayesflow.networks.inference.scoring.scoring_rules.MedianScore method) (bayesflow.networks.inference.scoring.scoring_rules.MixtureScore method) (bayesflow.networks.inference.scoring.scoring_rules.MvNormalScore method) (bayesflow.networks.inference.scoring.scoring_rules.NormedDifferenceScore method) (bayesflow.networks.inference.scoring.scoring_rules.ParametricDistributionScore method) (bayesflow.networks.inference.scoring.scoring_rules.PolynomialScore method) (bayesflow.networks.inference.scoring.scoring_rules.QuantileScore method) (bayesflow.networks.inference.scoring.scoring_rules.ScoringRule method) (bayesflow.scoring_rules.BrierScore method) (bayesflow.scoring_rules.CategoricalScoringRule method) (bayesflow.scoring_rules.CrossEntropyScore method) (bayesflow.scoring_rules.ExponentialScore method) (bayesflow.scoring_rules.LogisticScore method) (bayesflow.scoring_rules.MeanScore method) (bayesflow.scoring_rules.MedianScore method) (bayesflow.scoring_rules.MixtureScore method) (bayesflow.scoring_rules.MvNormalScore method) (bayesflow.scoring_rules.NormedDifferenceScore method) (bayesflow.scoring_rules.ParametricDistributionScore method) (bayesflow.scoring_rules.PolynomialScore method) (bayesflow.scoring_rules.QuantileScore method) (bayesflow.scoring_rules.ScoringRule method) get_metrics_result() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) get_parameters() (bayesflow.networks.inference.coupling.layers.SingleCoupling method) get_quantization_layer_structure() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) get_state_tree() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) get_subnet() (bayesflow.networks.inference.scoring.scoring_rules.BrierScore method) (bayesflow.networks.inference.scoring.scoring_rules.CategoricalScoringRule method) (bayesflow.networks.inference.scoring.scoring_rules.CrossEntropyScore method) (bayesflow.networks.inference.scoring.scoring_rules.ExponentialScore method) (bayesflow.networks.inference.scoring.scoring_rules.LogisticScore method) (bayesflow.networks.inference.scoring.scoring_rules.MeanScore method) (bayesflow.networks.inference.scoring.scoring_rules.MedianScore method) (bayesflow.networks.inference.scoring.scoring_rules.MixtureScore method) (bayesflow.networks.inference.scoring.scoring_rules.MvNormalScore method) (bayesflow.networks.inference.scoring.scoring_rules.NormedDifferenceScore method) (bayesflow.networks.inference.scoring.scoring_rules.ParametricDistributionScore method) (bayesflow.networks.inference.scoring.scoring_rules.PolynomialScore method) (bayesflow.networks.inference.scoring.scoring_rules.QuantileScore method) (bayesflow.networks.inference.scoring.scoring_rules.ScoringRule method) (bayesflow.scoring_rules.BrierScore method) (bayesflow.scoring_rules.CategoricalScoringRule method) (bayesflow.scoring_rules.CrossEntropyScore method) (bayesflow.scoring_rules.ExponentialScore method) (bayesflow.scoring_rules.LogisticScore method) (bayesflow.scoring_rules.MeanScore method) (bayesflow.scoring_rules.MedianScore method) (bayesflow.scoring_rules.MixtureScore method) (bayesflow.scoring_rules.MvNormalScore method) (bayesflow.scoring_rules.NormedDifferenceScore method) (bayesflow.scoring_rules.ParametricDistributionScore method) (bayesflow.scoring_rules.PolynomialScore method) (bayesflow.scoring_rules.QuantileScore method) (bayesflow.scoring_rules.ScoringRule method) get_weights() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) Group (class in bayesflow.adapters.transforms) group() (bayesflow.adapters.Adapter method) guidance_function() (bayesflow.networks.inference.diffusion.DiffusionModel method)

H

has_batch_axis() (bayesflow.masking.MaskHandler class method)

HierarchicalSimulator (class in bayesflow.simulators)

I

index() (bayesflow.adapters.Adapter method) (bayesflow.masking.MaskName method) infer_batch_size() (bayesflow.masking.MaskHandler class method) INFER_TARGET (bayesflow.masking.MaskName attribute) infer_target_mask (bayesflow.masking.InferenceMasks attribute) INFERENCE (bayesflow.masking.MaskName attribute) INFERENCE_ATTENTION (bayesflow.masking.MaskName attribute) inference_mask_routes (bayesflow.masking.MaskHandler attribute) inference_network (bayesflow.workflows.BasicWorkflow property) (bayesflow.workflows.CompositionalWorkflow property) (bayesflow.workflows.EnsembleWorkflow property) (bayesflow.workflows.ModelComparisonWorkflow property) InferenceMasks (class in bayesflow.masking) InferenceNetwork (class in bayesflow.networks.inference.inference_network) info() (in module bayesflow.utils.logging) initialize_cache() (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) input (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property) input_dtype (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property)

input_spec (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.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_stochastic() (in module bayesflow.utils) integrator_callbacks() (bayesflow.masking.MaskHandler method) inverse() (bayesflow.adapters.Adapter method) (bayesflow.adapters.transforms.AsCorrelationMatrix method) (bayesflow.adapters.transforms.AsCovarianceMatrix method) (bayesflow.adapters.transforms.AsSet method) (bayesflow.adapters.transforms.AsSimplex 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.KerasTransform method) (bayesflow.adapters.transforms.Log method) (bayesflow.adapters.transforms.MapTransform method) (bayesflow.adapters.transforms.NanToNum 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.KerasTransform attribute) (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) InvertibleLayer (class in bayesflow.networks.inference.coupling) isalnum() (bayesflow.masking.MaskName method) isalpha() (bayesflow.masking.MaskName method) isascii() (bayesflow.masking.MaskName method) isdecimal() (bayesflow.masking.MaskName method) isdigit() (bayesflow.masking.MaskName method) isidentifier() (bayesflow.masking.MaskName method) islower() (bayesflow.masking.MaskName method) isnumeric() (bayesflow.masking.MaskName method) isprintable() (bayesflow.masking.MaskName method) isspace() (bayesflow.masking.MaskName method) istitle() (bayesflow.masking.MaskName method) isupper() (bayesflow.masking.MaskName method)

J

jacobian() (in module bayesflow.utils) jacobian_trace() (in module bayesflow.utils) jax_state_sync() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method)

jit_compile (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) join() (bayesflow.masking.MaskName method) jvp() (in module bayesflow.utils)

K

k (bayesflow.networks.inference.scoring.scoring_rules.MeanScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.MedianScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.NormedDifferenceScore attribute) (bayesflow.scoring_rules.MeanScore attribute) (bayesflow.scoring_rules.MedianScore attribute) (bayesflow.scoring_rules.NormedDifferenceScore attribute)

Keep (class in bayesflow.adapters.transforms) keep() (bayesflow.adapters.Adapter method) KerasTransform (class in bayesflow.adapters.transforms) kl_weight (bayesflow.experimental.VariationalAutoEncoder property)

L

LambdaSimulator (class in bayesflow.simulators) LatentInferenceNetwork (class in bayesflow.experimental) layer_kwargs() (in module bayesflow.utils) layers (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) Leaky (class in bayesflow.links) linsolve_batched() (in module bayesflow.utils) ljust() (bayesflow.masking.MaskName method) load_estimator() (bayesflow.workflows.BasicWorkflow method) (bayesflow.workflows.CompositionalWorkflow method) (bayesflow.workflows.EnsembleWorkflow method) (bayesflow.workflows.ModelComparisonWorkflow method) load_own_variables() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) load_weights() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) Log (class in bayesflow.adapters.transforms) log() (bayesflow.adapters.Adapter method) (in module bayesflow.utils.logging) log_abs_det() (in module bayesflow.utils) log_det_jac() (bayesflow.adapters.transforms.AsCorrelationMatrix method) (bayesflow.adapters.transforms.AsCovarianceMatrix method) (bayesflow.adapters.transforms.AsSet method) (bayesflow.adapters.transforms.AsSimplex 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.KerasTransform method) (bayesflow.adapters.transforms.Log method) (bayesflow.adapters.transforms.MapTransform method) (bayesflow.adapters.transforms.NanToNum 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.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.scoring_rules.MixtureScore method) (bayesflow.networks.inference.scoring.scoring_rules.MvNormalScore method) (bayesflow.networks.inference.scoring.scoring_rules.ParametricDistributionScore method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.scoring_rules.MixtureScore method) (bayesflow.scoring_rules.MvNormalScore method) (bayesflow.scoring_rules.ParametricDistributionScore method) (bayesflow.workflows.BasicWorkflow method) (bayesflow.workflows.CompositionalWorkflow method) (bayesflow.workflows.EnsembleWorkflow method) (bayesflow.workflows.ModelComparisonWorkflow method) log_ratio() (bayesflow.estimators.RatioEstimator method) log_snr() (bayesflow.networks.inference.diffusion.CosineNoiseSchedule method) (bayesflow.networks.inference.diffusion.EDMNoiseSchedule method) (bayesflow.networks.inference.diffusion.NoiseSchedule method) LogisticScore (class in bayesflow.networks.inference.scoring.scoring_rules) (class in bayesflow.scoring_rules) logits() (bayesflow.estimators.RatioEstimator method) logits_relative_to_target() (in module bayesflow.utils.keras_utils) loss() (in module bayesflow.diagnostics.plots) losses (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property) LotkaVolterra (class in bayesflow.simulators) lower() (bayesflow.masking.MaskName method) lstrip() (bayesflow.masking.MaskName method)

M

make_attention_mask() (bayesflow.networks.summary.TimeSeriesTransformer static method) make_default_time() (bayesflow.networks.summary.TimeSeriesTransformer static method) make_predict_function() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) make_quadratic() (in module bayesflow.utils) make_readout() (bayesflow.networks.subnets.DiffusionTransformer method) make_simulator() (bayesflow.workflows.BasicWorkflow method) (bayesflow.workflows.CompositionalWorkflow method) (bayesflow.workflows.EnsembleWorkflow method) (bayesflow.workflows.ModelComparisonWorkflow method) (in module bayesflow.simulators) make_test_function() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) make_time_schedule() (bayesflow.experimental.MeanFlow static method) make_train_function() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator 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 (bayesflow.masking.MaskName attribute) mask_handler (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) mask_key (bayesflow.adapters.transforms.NanToNum property) MaskHandler (class in bayesflow.masking) MaskName (class in bayesflow.masking) max_queue_size (bayesflow.datasets.DiskDataset property) (bayesflow.datasets.EnsembleDataset property) (bayesflow.datasets.EnsembleIndexedDataset property) (bayesflow.datasets.EnsembleOnlineDataset property) (bayesflow.datasets.OfflineDataset property) (bayesflow.datasets.OnlineDataset property) maximum_mean_discrepancy() (in module bayesflow.metrics.functional) MaximumMeanDiscrepancy (class in bayesflow.metrics) maybe_apply() (bayesflow.masking.MaskHandler static method) mc_calibration() (in module bayesflow.diagnostics.plots) mc_confusion_matrix() (in module bayesflow.diagnostics.plots) MeanFlow (class in bayesflow.experimental) MeanScore (class in bayesflow.networks.inference.scoring.scoring_rules) (class in bayesflow.scoring_rules) MedianScore (class in bayesflow.networks.inference.scoring.scoring_rules) (class in bayesflow.scoring_rules) metrics (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property) metrics_names (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property)

metrics_variables (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property) minimum_batch_rank() (bayesflow.masking.MaskName class method) Mixture (class in bayesflow.distributions) MixtureScore (class in bayesflow.networks.inference.scoring.scoring_rules) (class in bayesflow.scoring_rules) MLP (class in bayesflow.networks.subnets) mmd_hypothesis_test() (in module bayesflow.diagnostics.plots) mmd_weight (bayesflow.experimental.VariationalAutoEncoder property) model_kwargs() (in module bayesflow.utils) ModelComparisonEstimator (class in bayesflow.estimators) ModelComparisonSimulator (class in bayesflow.simulators) ModelComparisonWorkflow (class in bayesflow.workflows) module bayesflow bayesflow.adapters bayesflow.adapters.transforms bayesflow.augmentations bayesflow.augmentations.nnpe bayesflow.datasets bayesflow.diagnostics bayesflow.diagnostics.metrics bayesflow.diagnostics.plots bayesflow.distributions bayesflow.estimators bayesflow.experimental bayesflow.links bayesflow.masking bayesflow.metrics bayesflow.metrics.functional bayesflow.networks bayesflow.networks.decoders bayesflow.networks.defaults bayesflow.networks.inference bayesflow.networks.inference.consistency bayesflow.networks.inference.coupling bayesflow.networks.inference.coupling.layers bayesflow.networks.inference.coupling.permutations bayesflow.networks.inference.coupling.transforms bayesflow.networks.inference.diffusion bayesflow.networks.inference.flow_matching bayesflow.networks.inference.inference_network bayesflow.networks.inference.scoring bayesflow.networks.inference.scoring.scoring_rules bayesflow.networks.subnets bayesflow.networks.summary bayesflow.scoring_rules bayesflow.simulators bayesflow.types bayesflow.utils bayesflow.utils.keras_utils bayesflow.utils.logging bayesflow.utils.numpy_utils bayesflow.utils.rng bayesflow.utils.serialization bayesflow.utils.tree bayesflow.workflows bayesflow.wrappers bayesflow.wrappers.mamba bayesflow.wrappers.mamba.mamba bayesflow.wrappers.mamba.mamba_block multinomial_allocation() (in module bayesflow.utils.keras_utils) MvNormalScore (class in bayesflow.networks.inference.scoring.scoring_rules) (class in bayesflow.scoring_rules)

N

nan_to_num() (bayesflow.adapters.Adapter method) NanToNum (class in bayesflow.adapters.transforms) next_seed_sequence() (in module bayesflow.utils) (in module bayesflow.utils.rng) next_uint32() (in module bayesflow.utils) (in module bayesflow.utils.rng) NNPE (class in bayesflow.augmentations.nnpe) NoiseSchedule (class in bayesflow.networks.inference.diffusion) non_batch_axis() (in module bayesflow.utils) non_trainable_variables (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property) non_trainable_weights (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property)

NormedDifferenceScore (class in bayesflow.networks.inference.scoring.scoring_rules) (class in bayesflow.scoring_rules) NOT_TRANSFORMING_LIKE_VECTOR_WARNING (bayesflow.networks.inference.scoring.scoring_rules.BrierScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.CategoricalScoringRule attribute) (bayesflow.networks.inference.scoring.scoring_rules.CrossEntropyScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.ExponentialScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.LogisticScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.MeanScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.MedianScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.MixtureScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.MvNormalScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.NormedDifferenceScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.ParametricDistributionScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.PolynomialScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.QuantileScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.ScoringRule attribute) (bayesflow.scoring_rules.BrierScore attribute) (bayesflow.scoring_rules.CategoricalScoringRule attribute) (bayesflow.scoring_rules.CrossEntropyScore attribute) (bayesflow.scoring_rules.ExponentialScore attribute) (bayesflow.scoring_rules.LogisticScore attribute) (bayesflow.scoring_rules.MeanScore attribute) (bayesflow.scoring_rules.MedianScore attribute) (bayesflow.scoring_rules.MixtureScore attribute) (bayesflow.scoring_rules.MvNormalScore attribute) (bayesflow.scoring_rules.NormedDifferenceScore attribute) (bayesflow.scoring_rules.ParametricDistributionScore attribute) (bayesflow.scoring_rules.PolynomialScore attribute) (bayesflow.scoring_rules.QuantileScore attribute) (bayesflow.scoring_rules.ScoringRule attribute) num_batches (bayesflow.datasets.DiskDataset property) (bayesflow.datasets.EnsembleDataset property) (bayesflow.datasets.EnsembleIndexedDataset property) (bayesflow.datasets.EnsembleOnlineDataset 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) OBSERVED_CONDITION (bayesflow.masking.MaskName attribute) observed_condition_mask (bayesflow.masking.InferenceMasks attribute) OfflineDataset (class in bayesflow.datasets) on_epoch_begin() (bayesflow.datasets.DiskDataset method) (bayesflow.datasets.EnsembleDataset method) (bayesflow.datasets.EnsembleIndexedDataset method) (bayesflow.datasets.EnsembleOnlineDataset method) (bayesflow.datasets.OfflineDataset method) (bayesflow.datasets.OnlineDataset method) on_epoch_end() (bayesflow.datasets.DiskDataset method) (bayesflow.datasets.EnsembleDataset method) (bayesflow.datasets.EnsembleIndexedDataset method) (bayesflow.datasets.EnsembleOnlineDataset 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) Ordered (class in bayesflow.links) OrderedQuantiles (class in bayesflow.links) OrthogonalPermutation (class in bayesflow.networks.inference.coupling.permutations) output (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.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.plots) pairs_quantity() (in module bayesflow.diagnostics.plots) pairs_recovery() (in module bayesflow.diagnostics.plots) pairs_samples() (in module bayesflow.diagnostics.plots) pairwise_bayes_factors() (in module bayesflow.diagnostics.plots) ParametricDistributionScore (class in bayesflow.networks.inference.scoring.scoring_rules) (class in bayesflow.scoring_rules) params_per_dim (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) parse_bytes() (in module bayesflow.utils) partition() (bayesflow.masking.MaskName method) path (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property)

per_token_target_mask() (bayesflow.masking.MaskHandler static method) pickle_load() (in module bayesflow.utils) plot_custom_diagnostics() (bayesflow.workflows.BasicWorkflow method) (bayesflow.workflows.CompositionalWorkflow method) (bayesflow.workflows.EnsembleWorkflow method) (bayesflow.workflows.ModelComparisonWorkflow method) plot_default_diagnostics() (bayesflow.workflows.BasicWorkflow method) (bayesflow.workflows.CompositionalWorkflow method) (bayesflow.workflows.EnsembleWorkflow method) (bayesflow.workflows.ModelComparisonWorkflow method) plot_diagnostics() (bayesflow.workflows.BasicWorkflow method) (bayesflow.workflows.CompositionalWorkflow method) (bayesflow.workflows.EnsembleWorkflow method) (bayesflow.workflows.ModelComparisonWorkflow method) plot_quantity() (in module bayesflow.diagnostics.plots) PointNetwork (class in bayesflow.networks.inference.scoring) PolynomialScore (class in bayesflow.networks.inference.scoring.scoring_rules) (class in bayesflow.scoring_rules) pop() (bayesflow.adapters.Adapter method) positive_diag() (in module bayesflow.utils) PositiveDefinite (class in bayesflow.links) posterior_contraction() (in module bayesflow.diagnostics.metrics) posterior_z_score() (in module bayesflow.diagnostics.metrics) predict() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) predict_on_batch() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) predict_step() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator 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.networks.inference.scoring.scoring_rules) (class in bayesflow.scoring_rules) quantization_mode (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property) quantize() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method)

quantized_build() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) quantized_call() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method)

R

random_mask() (bayesflow.masking.MaskHandler method) random_subsample() (bayesflow.adapters.Adapter method) RandomPermutation (class in bayesflow.networks.inference.coupling.permutations) RandomSubsample (class in bayesflow.adapters.transforms) RatioEstimator (class in bayesflow.estimators) readout() (bayesflow.networks.subnets.DiffusionTransformer method) recovery() (in module bayesflow.diagnostics.plots) recovery_from_estimates() (in module bayesflow.diagnostics.plots) RecurrentDecoder (class in bayesflow.networks.decoders) RecurrentNetwork (class in bayesflow.networks.summary) reject_structural_masks() (bayesflow.masking.MaskHandler class method) 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.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method)

remove() (bayesflow.adapters.Adapter method) removeprefix() (bayesflow.masking.MaskName method) removesuffix() (bayesflow.masking.MaskName method) Rename (class in bayesflow.adapters.transforms) rename() (bayesflow.adapters.Adapter method) repeat_and_flatten() (in module bayesflow.utils) repeat_compositional() (bayesflow.masking.MaskHandler method) replace() (bayesflow.masking.MaskName method) reseed_generator() (in module bayesflow.utils) (in module bayesflow.utils.rng) reseed_random_state() (in module bayesflow.utils) (in module bayesflow.utils.rng) reset_metrics() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) reset_state() (bayesflow.metrics.MaximumMeanDiscrepancy method) (bayesflow.metrics.RootMeanSquaredError method) ResidualUViT (class in bayesflow.networks.subnets) resolve() (bayesflow.masking.MaskHandler method) resolve_compositional() (bayesflow.masking.MaskHandler method) resolve_seed() (in module bayesflow.utils) (in module bayesflow.utils.keras_utils) result() (bayesflow.metrics.MaximumMeanDiscrepancy method) (bayesflow.metrics.RootMeanSquaredError method) reverse() (bayesflow.adapters.Adapter method) rfind() (bayesflow.masking.MaskName method) rindex() (bayesflow.masking.MaskName method) rjust() (bayesflow.masking.MaskName method) root_mean_squared_error() (in module bayesflow.diagnostics.metrics) (in module bayesflow.metrics.functional) RootMeanSquaredError (class in bayesflow.metrics) rpartition() (bayesflow.masking.MaskName method) rsplit() (bayesflow.masking.MaskName method) rstrip() (bayesflow.masking.MaskName method) run_eagerly (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property)

S

sample() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.scoring_rules.MixtureScore method) (bayesflow.networks.inference.scoring.scoring_rules.MvNormalScore method) (bayesflow.networks.inference.scoring.scoring_rules.ParametricDistributionScore method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.scoring_rules.MixtureScore method) (bayesflow.scoring_rules.MvNormalScore method) (bayesflow.scoring_rules.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) (bayesflow.workflows.CompositionalWorkflow method) (bayesflow.workflows.EnsembleWorkflow method) (bayesflow.workflows.ModelComparisonWorkflow 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) sample_parallel() (bayesflow.simulators.SequentialSimulator method) samples_to_data_frame() (bayesflow.workflows.BasicWorkflow static method) (bayesflow.workflows.CompositionalWorkflow static method) (bayesflow.workflows.EnsembleWorkflow static method) (bayesflow.workflows.ModelComparisonWorkflow static method) save() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) save_own_variables() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) save_weights() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) Scale (class in bayesflow.adapters.transforms) scale() (bayesflow.adapters.Adapter method) score() (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.scoring.scoring_rules.BrierScore method) (bayesflow.networks.inference.scoring.scoring_rules.CategoricalScoringRule method) (bayesflow.networks.inference.scoring.scoring_rules.CrossEntropyScore method) (bayesflow.networks.inference.scoring.scoring_rules.ExponentialScore method) (bayesflow.networks.inference.scoring.scoring_rules.LogisticScore method) (bayesflow.networks.inference.scoring.scoring_rules.MeanScore method) (bayesflow.networks.inference.scoring.scoring_rules.MedianScore method) (bayesflow.networks.inference.scoring.scoring_rules.MixtureScore method) (bayesflow.networks.inference.scoring.scoring_rules.MvNormalScore method) (bayesflow.networks.inference.scoring.scoring_rules.NormedDifferenceScore method) (bayesflow.networks.inference.scoring.scoring_rules.ParametricDistributionScore method) (bayesflow.networks.inference.scoring.scoring_rules.PolynomialScore method) (bayesflow.networks.inference.scoring.scoring_rules.QuantileScore method) (bayesflow.networks.inference.scoring.scoring_rules.ScoringRule method) (bayesflow.scoring_rules.BrierScore method) (bayesflow.scoring_rules.CategoricalScoringRule method) (bayesflow.scoring_rules.CrossEntropyScore method) (bayesflow.scoring_rules.ExponentialScore method) (bayesflow.scoring_rules.LogisticScore method) (bayesflow.scoring_rules.MeanScore method) (bayesflow.scoring_rules.MedianScore method) (bayesflow.scoring_rules.MixtureScore method) (bayesflow.scoring_rules.MvNormalScore method) (bayesflow.scoring_rules.NormedDifferenceScore method) (bayesflow.scoring_rules.ParametricDistributionScore method) (bayesflow.scoring_rules.PolynomialScore method) (bayesflow.scoring_rules.QuantileScore method) (bayesflow.scoring_rules.ScoringRule method) ScoringRule (class in bayesflow.networks.inference.scoring.scoring_rules) (class in bayesflow.scoring_rules) ScoringRuleEstimator (class in bayesflow.estimators) ScoringRuleNetwork (class in bayesflow.networks.inference.scoring) searchsorted() (in module bayesflow.utils) select_autoregressive_step() (bayesflow.masking.MaskHandler class method) semantic() (bayesflow.masking.MaskName class method) semantic_kwargs() (bayesflow.masking.InferenceMasks method) 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.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) set_temperature() (bayesflow.networks.inference.scoring.scoring_rules.MixtureScore method) (bayesflow.scoring_rules.MixtureScore method) set_weights() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) SetTransformer (class in bayesflow.networks.summary) 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) (bayesflow.workflows.CompositionalWorkflow method) (bayesflow.workflows.EnsembleWorkflow method) (bayesflow.workflows.ModelComparisonWorkflow method) simulate_adapted() (bayesflow.workflows.BasicWorkflow method) (bayesflow.workflows.CompositionalWorkflow method) (bayesflow.workflows.EnsembleWorkflow method) (bayesflow.workflows.ModelComparisonWorkflow method) Simulator (class in bayesflow.simulators) simultaneous_ecdf_bands() (in module bayesflow.utils) SingleCoupling (class in bayesflow.networks.inference.coupling.layers) SIR (class in bayesflow.simulators) size_of() (in module bayesflow.utils) SKIP_INVERSE_ADAPTER (bayesflow.networks.inference.scoring.scoring_rules.BrierScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.CategoricalScoringRule attribute) (bayesflow.networks.inference.scoring.scoring_rules.CrossEntropyScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.ExponentialScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.LogisticScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.MeanScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.MedianScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.MixtureScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.MvNormalScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.NormedDifferenceScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.ParametricDistributionScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.PolynomialScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.QuantileScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.ScoringRule attribute) (bayesflow.scoring_rules.BrierScore attribute) (bayesflow.scoring_rules.CategoricalScoringRule attribute) (bayesflow.scoring_rules.CrossEntropyScore attribute) (bayesflow.scoring_rules.ExponentialScore attribute) (bayesflow.scoring_rules.LogisticScore attribute) (bayesflow.scoring_rules.MeanScore attribute) (bayesflow.scoring_rules.MedianScore attribute) (bayesflow.scoring_rules.MixtureScore attribute) (bayesflow.scoring_rules.MvNormalScore attribute) (bayesflow.scoring_rules.NormedDifferenceScore attribute) (bayesflow.scoring_rules.ParametricDistributionScore attribute) (bayesflow.scoring_rules.PolynomialScore attribute) (bayesflow.scoring_rules.QuantileScore attribute) (bayesflow.scoring_rules.ScoringRule attribute)

SLCP (class in bayesflow.simulators) SLCPDistractors (class in bayesflow.simulators) slice_maybe_nested() (in module bayesflow.utils) softplus() (in module bayesflow.utils.numpy_utils) SplineTransform (class in bayesflow.networks.inference.coupling.transforms) Split (class in bayesflow.adapters.transforms) split() (bayesflow.adapters.Adapter method) (bayesflow.masking.MaskName method) split_arrays() (in module bayesflow.utils) split_parameters() (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) split_tensors() (in module bayesflow.utils) splitlines() (bayesflow.masking.MaskName method) 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) StableConsistencyModel (class in bayesflow.networks.inference.consistency) stack_valid() (in module bayesflow.utils) Standardize (class in bayesflow.adapters.transforms) standardize() (bayesflow.adapters.Adapter method) standardize_layers (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) startswith() (bayesflow.masking.MaskName method) state_embedding() (bayesflow.networks.subnets.DiffusionTransformer method) stateless_call() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.TimeSeriesTransformer method) (bayesflow.wrappers.mamba.mamba.Mamba method) (bayesflow.wrappers.mamba.mamba_block.MambaBlock method) stateless_compute_loss() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) stateless_compute_metrics() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator 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.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) stateless_train_step() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) stateless_update_state() (bayesflow.metrics.MaximumMeanDiscrepancy method) (bayesflow.metrics.RootMeanSquaredError method) strip() (bayesflow.masking.MaskName method) student (bayesflow.networks.inference.consistency.ConsistencyModel property) subnet_kwargs (bayesflow.masking.InferenceMasks attribute) subnet_mask_names (bayesflow.masking.MaskHandler attribute) summarize() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) SUMMARY (bayesflow.masking.MaskName attribute) summary() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) SUMMARY_ATTENTION (bayesflow.masking.MaskName attribute) summary_mask_routes (bayesflow.masking.MaskHandler attribute) summary_network (bayesflow.workflows.BasicWorkflow property) (bayesflow.workflows.CompositionalWorkflow property) (bayesflow.workflows.EnsembleWorkflow property) (bayesflow.workflows.ModelComparisonWorkflow property) summary_space_comparison() (in module bayesflow.diagnostics.metrics) SummaryNetwork (class in bayesflow.networks.summary) supports_masking (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property) Swap (class in bayesflow.networks.inference.coupling.permutations) swapcase() (bayesflow.masking.MaskName method) symbolic_call() (bayesflow.distributions.DiagonalNormal method) (bayesflow.distributions.DiagonalStudentT method) (bayesflow.distributions.Distribution method) (bayesflow.distributions.Mixture method) (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) (bayesflow.experimental.AutoEncoder method) (bayesflow.experimental.FreeFormFlow method) (bayesflow.experimental.LatentInferenceNetwork method) (bayesflow.experimental.MeanFlow method) (bayesflow.experimental.VariationalAutoEncoder method) (bayesflow.links.CholeskyFactor method) (bayesflow.links.Leaky method) (bayesflow.links.Ordered method) (bayesflow.links.OrderedQuantiles method) (bayesflow.links.PositiveDefinite method) (bayesflow.networks.decoders.RecurrentDecoder method) (bayesflow.networks.decoders.TransformerDecoder method) (bayesflow.networks.inference.consistency.ConsistencyModel method) (bayesflow.networks.inference.consistency.StableConsistencyModel method) (bayesflow.networks.inference.coupling.ActNorm method) (bayesflow.networks.inference.coupling.CouplingFlow method) (bayesflow.networks.inference.coupling.InvertibleLayer method) (bayesflow.networks.inference.coupling.layers.DualCoupling method) (bayesflow.networks.inference.coupling.layers.SingleCoupling method) (bayesflow.networks.inference.coupling.permutations.FixedPermutation method) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation method) (bayesflow.networks.inference.coupling.permutations.RandomPermutation method) (bayesflow.networks.inference.coupling.permutations.Swap method) (bayesflow.networks.inference.coupling.transforms.AffineTransform method) (bayesflow.networks.inference.coupling.transforms.SplineTransform method) (bayesflow.networks.inference.coupling.transforms.Transform method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.FlowMatching method) (bayesflow.networks.inference.inference_network.InferenceNetwork method) (bayesflow.networks.inference.scoring.PointNetwork method) (bayesflow.networks.inference.scoring.ScoringRuleNetwork method) (bayesflow.networks.subnets.DiffusionTransformer method) (bayesflow.networks.subnets.MLP method) (bayesflow.networks.subnets.ResidualUViT method) (bayesflow.networks.subnets.TimeMLP method) (bayesflow.networks.subnets.UNet method) (bayesflow.networks.subnets.UViT method) (bayesflow.networks.summary.ConvolutionalNetwork method) (bayesflow.networks.summary.DeepSet method) (bayesflow.networks.summary.FusionNetwork method) (bayesflow.networks.summary.FusionTransformer method) (bayesflow.networks.summary.RecurrentNetwork method) (bayesflow.networks.summary.SetTransformer method) (bayesflow.networks.summary.SummaryNetwork method) (bayesflow.networks.summary.TimeSeriesNetwork method) (bayesflow.networks.summary.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.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) test_step() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) tile_axis() (in module bayesflow.utils) time_from_log_snr() (bayesflow.networks.inference.diffusion.CosineNoiseSchedule method) (bayesflow.networks.inference.diffusion.EDMNoiseSchedule method) (bayesflow.networks.inference.diffusion.NoiseSchedule method) TimeMLP (class in bayesflow.networks.subnets) TimeSeriesNetwork (class in bayesflow.networks.summary) TimeSeriesTransformer (class in bayesflow.networks.summary) title() (bayesflow.masking.MaskName method) to_array() (bayesflow.adapters.Adapter method) to_dict() (bayesflow.adapters.Adapter method) to_json() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) to_log_odds() (bayesflow.networks.inference.scoring.scoring_rules.BrierScore method) (bayesflow.networks.inference.scoring.scoring_rules.CategoricalScoringRule method) (bayesflow.networks.inference.scoring.scoring_rules.CrossEntropyScore method) (bayesflow.networks.inference.scoring.scoring_rules.ExponentialScore method) (bayesflow.networks.inference.scoring.scoring_rules.LogisticScore method) (bayesflow.networks.inference.scoring.scoring_rules.PolynomialScore method) (bayesflow.scoring_rules.BrierScore method) (bayesflow.scoring_rules.CategoricalScoringRule method) (bayesflow.scoring_rules.CrossEntropyScore method) (bayesflow.scoring_rules.ExponentialScore method) (bayesflow.scoring_rules.LogisticScore method) (bayesflow.scoring_rules.PolynomialScore method) ToArray (class in bayesflow.adapters.transforms) ToDict (class in bayesflow.adapters.transforms) train_on_batch() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) train_step() (bayesflow.estimators.AutoregressiveEstimator method) (bayesflow.estimators.BasicEstimator method) (bayesflow.estimators.CompositionalEstimator method) (bayesflow.estimators.EnsembleEstimator method) (bayesflow.estimators.Estimator method) (bayesflow.estimators.ModelComparisonEstimator method) (bayesflow.estimators.RatioEstimator method) (bayesflow.estimators.ScoringRuleEstimator method) trainable (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property) trainable_variables (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property)

trainable_weights (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property) Transform (class in bayesflow.adapters.transforms) (class in bayesflow.networks.inference.coupling.transforms) TRANSFORMATION_TYPE (bayesflow.networks.inference.scoring.scoring_rules.BrierScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.CategoricalScoringRule attribute) (bayesflow.networks.inference.scoring.scoring_rules.CrossEntropyScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.ExponentialScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.LogisticScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.MeanScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.MedianScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.MixtureScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.MvNormalScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.NormedDifferenceScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.ParametricDistributionScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.PolynomialScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.QuantileScore attribute) (bayesflow.networks.inference.scoring.scoring_rules.ScoringRule attribute) (bayesflow.scoring_rules.BrierScore attribute) (bayesflow.scoring_rules.CategoricalScoringRule attribute) (bayesflow.scoring_rules.CrossEntropyScore attribute) (bayesflow.scoring_rules.ExponentialScore attribute) (bayesflow.scoring_rules.LogisticScore attribute) (bayesflow.scoring_rules.MeanScore attribute) (bayesflow.scoring_rules.MedianScore attribute) (bayesflow.scoring_rules.MixtureScore attribute) (bayesflow.scoring_rules.MvNormalScore attribute) (bayesflow.scoring_rules.NormedDifferenceScore attribute) (bayesflow.scoring_rules.ParametricDistributionScore attribute) (bayesflow.scoring_rules.PolynomialScore attribute) (bayesflow.scoring_rules.QuantileScore attribute) (bayesflow.scoring_rules.ScoringRule attribute) TransformerDecoder (class in bayesflow.networks.decoders) translate() (bayesflow.masking.MaskName method) tree_concatenate() (in module bayesflow.utils) tree_stack() (in module bayesflow.utils) TwoMoons (class in bayesflow.simulators)

U

UNet (class in bayesflow.networks.subnets) Ungroup (class in bayesflow.adapters.transforms) ungroup() (bayesflow.adapters.Adapter method) update_state() (bayesflow.metrics.MaximumMeanDiscrepancy method) (bayesflow.metrics.RootMeanSquaredError method) upper() (bayesflow.masking.MaskName method)

use_multiprocessing (bayesflow.datasets.DiskDataset property) (bayesflow.datasets.EnsembleDataset property) (bayesflow.datasets.EnsembleIndexedDataset property) (bayesflow.datasets.EnsembleOnlineDataset property) (bayesflow.datasets.OfflineDataset property) (bayesflow.datasets.OnlineDataset property) UViT (class in bayesflow.networks.subnets)

V

validate() (bayesflow.networks.inference.diffusion.CosineNoiseSchedule method) (bayesflow.networks.inference.diffusion.EDMNoiseSchedule method) (bayesflow.networks.inference.diffusion.NoiseSchedule method) variable_dtype (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property) variables (bayesflow.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.metrics.MaximumMeanDiscrepancy property) (bayesflow.metrics.RootMeanSquaredError property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property)

VariationalAutoEncoder (class in bayesflow.experimental) velocity() (bayesflow.experimental.MeanFlow method) (bayesflow.networks.inference.diffusion.DiffusionModel method) (bayesflow.networks.inference.flow_matching.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.distributions.DiagonalNormal property) (bayesflow.distributions.DiagonalStudentT property) (bayesflow.distributions.Distribution property) (bayesflow.distributions.Mixture property) (bayesflow.estimators.AutoregressiveEstimator property) (bayesflow.estimators.BasicEstimator property) (bayesflow.estimators.CompositionalEstimator property) (bayesflow.estimators.EnsembleEstimator property) (bayesflow.estimators.Estimator property) (bayesflow.estimators.ModelComparisonEstimator property) (bayesflow.estimators.RatioEstimator property) (bayesflow.estimators.ScoringRuleEstimator property) (bayesflow.experimental.AutoEncoder property) (bayesflow.experimental.FreeFormFlow property) (bayesflow.experimental.LatentInferenceNetwork property) (bayesflow.experimental.MeanFlow property) (bayesflow.experimental.VariationalAutoEncoder property) (bayesflow.links.CholeskyFactor property) (bayesflow.links.Leaky property) (bayesflow.links.Ordered property) (bayesflow.links.OrderedQuantiles property) (bayesflow.links.PositiveDefinite property) (bayesflow.networks.decoders.RecurrentDecoder property) (bayesflow.networks.decoders.TransformerDecoder property) (bayesflow.networks.inference.consistency.ConsistencyModel property) (bayesflow.networks.inference.consistency.StableConsistencyModel property) (bayesflow.networks.inference.coupling.ActNorm property) (bayesflow.networks.inference.coupling.CouplingFlow property) (bayesflow.networks.inference.coupling.InvertibleLayer property) (bayesflow.networks.inference.coupling.layers.DualCoupling property) (bayesflow.networks.inference.coupling.layers.SingleCoupling property) (bayesflow.networks.inference.coupling.permutations.FixedPermutation property) (bayesflow.networks.inference.coupling.permutations.OrthogonalPermutation property) (bayesflow.networks.inference.coupling.permutations.RandomPermutation property) (bayesflow.networks.inference.coupling.permutations.Swap property) (bayesflow.networks.inference.coupling.transforms.AffineTransform property) (bayesflow.networks.inference.coupling.transforms.SplineTransform property) (bayesflow.networks.inference.coupling.transforms.Transform property) (bayesflow.networks.inference.diffusion.DiffusionModel property) (bayesflow.networks.inference.flow_matching.FlowMatching property) (bayesflow.networks.inference.inference_network.InferenceNetwork property) (bayesflow.networks.inference.scoring.PointNetwork property) (bayesflow.networks.inference.scoring.ScoringRuleNetwork property) (bayesflow.networks.subnets.DiffusionTransformer property) (bayesflow.networks.subnets.MLP property) (bayesflow.networks.subnets.ResidualUViT property) (bayesflow.networks.subnets.TimeMLP property) (bayesflow.networks.subnets.UNet property) (bayesflow.networks.subnets.UViT property) (bayesflow.networks.summary.ConvolutionalNetwork property) (bayesflow.networks.summary.DeepSet property) (bayesflow.networks.summary.FusionNetwork property) (bayesflow.networks.summary.FusionTransformer property) (bayesflow.networks.summary.RecurrentNetwork property) (bayesflow.networks.summary.SetTransformer property) (bayesflow.networks.summary.SummaryNetwork property) (bayesflow.networks.summary.TimeSeriesNetwork property) (bayesflow.networks.summary.TimeSeriesTransformer property) (bayesflow.wrappers.mamba.mamba.Mamba property) (bayesflow.wrappers.mamba.mamba_block.MambaBlock property)

weights_for_snr() (bayesflow.networks.inference.diffusion.CosineNoiseSchedule method) (bayesflow.networks.inference.diffusion.EDMNoiseSchedule method) (bayesflow.networks.inference.diffusion.NoiseSchedule method) with_flattened_condition_mask() (bayesflow.masking.MaskHandler static method) with_inference_masks() (bayesflow.masking.MaskHandler class method) without_mask_kwargs() (bayesflow.masking.MaskHandler class method) without_semantic_kwargs() (bayesflow.masking.MaskHandler class method) workers (bayesflow.datasets.DiskDataset property) (bayesflow.datasets.EnsembleDataset property) (bayesflow.datasets.EnsembleIndexedDataset property) (bayesflow.datasets.EnsembleOnlineDataset property) (bayesflow.datasets.OfflineDataset property) (bayesflow.datasets.OnlineDataset property)

Z

z_score_contraction() (in module bayesflow.diagnostics.plots)

zfill() (bayesflow.masking.MaskName method)