Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z _ __init__() (spflow.modules.conv.ProdConv method) (spflow.modules.conv.SumConv method) (spflow.modules.einsum.EinsumLayer method) (spflow.modules.einsum.LinsumLayer method) (spflow.modules.leaves.Bernoulli method) (spflow.modules.leaves.Binomial method) (spflow.modules.leaves.Categorical method) (spflow.modules.leaves.Exponential method) (spflow.modules.leaves.Gamma method) (spflow.modules.leaves.Geometric method) (spflow.modules.leaves.Hypergeometric method) (spflow.modules.leaves.Laplace method) (spflow.modules.leaves.leaf.LeafModule method) (spflow.modules.leaves.LogNormal method) (spflow.modules.leaves.NegativeBinomial method) (spflow.modules.leaves.Normal method) (spflow.modules.leaves.PiecewiseLinear method) (spflow.modules.leaves.Poisson method) (spflow.modules.leaves.Uniform method) (spflow.modules.ops.Cat method) (spflow.modules.ops.split.Split method) (spflow.modules.ops.split.SplitMode method) (spflow.modules.ops.SplitByIndex method) (spflow.modules.ops.SplitConsecutive method) (spflow.modules.ops.SplitInterleaved method) (spflow.modules.products.ElementwiseProduct method) (spflow.modules.products.OuterProduct method) (spflow.modules.products.Product method) (spflow.modules.sums.elementwise_sum.ElementwiseSum method) (spflow.modules.sums.repetition_mixing_layer.RepetitionMixingLayer method) (spflow.modules.sums.sum.Sum method) (spflow.modules.wrapper.base.Wrapper method) (spflow.modules.wrapper.image_wrapper.ImageWrapper method) (spflow.modules.wrapper.image_wrapper.MarginalizationContext method) (spflow.utils.cache.Cache method) (spflow.zoo.apc.decoders.ConvDecoder2D method) (spflow.zoo.apc.decoders.MLPDecoder1D method) (spflow.zoo.apc.model.AutoencodingPC method) (spflow.zoo.conv.ConvPc method) (spflow.zoo.einet.Einet method) (spflow.zoo.pic.FourierFeatures method) (spflow.zoo.pic.FunctionGroup method) (spflow.zoo.pic.Integral method) (spflow.zoo.pic.MultiHeadedMLP method) (spflow.zoo.pic.SharedMLP method) (spflow.zoo.rat.RatSPN method) A add_unit() (spflow.zoo.pic.FunctionGroup method) alpha (spflow.modules.leaves.Gamma attribute) (spflow.modules.leaves.PiecewiseLinear attribute) ApcConfig (class in spflow.zoo.apc.config) ApcLossWeights (class in spflow.zoo.apc.config) ApcTrainConfig (class in spflow.zoo.apc.config) as_expr() (in module spflow.dsl) AUTO (spflow.zoo.pic.MergeStrategy attribute) AutoencodingPC (class in spflow.zoo.apc.model) B B (spflow.zoo.pic.FourierFeatures attribute) batch_size (spflow.zoo.apc.config.ApcTrainConfig attribute), [1] Bernoulli (class in spflow.modules.leaves) beta (spflow.modules.leaves.Gamma attribute) bias (spflow.zoo.pic.TensorizedQPCConfig attribute) Binomial (class in spflow.modules.leaves) build() (in module spflow.dsl) (spflow.dsl.Buildable method) (spflow.dsl.ProductExpr method) (spflow.dsl.SumExpr method) (spflow.dsl.Term method) (spflow.dsl.WeightedExpr method) build_abs_weight_proposal() (in module spflow.zoo.sos) build_socs() (in module spflow.learn.build_socs) (in module spflow.zoo.sos) Buildable (class in spflow.dsl) by_index() (spflow.modules.ops.split.SplitMode class method) C c (spflow.modules.wrapper.image_wrapper.MarginalizationContext attribute) Cache (class in spflow.utils.cache) Cat (class in spflow.modules.ops) Categorical (class in spflow.modules.leaves) channels (spflow.modules.module_shape.ModuleShape attribute), [1] check_compatible_components() (in module spflow.zoo.sos) check_inputs() (spflow.modules.leaves.Hypergeometric method) check_shapes() (spflow.modules.products.ElementwiseProduct method) (spflow.modules.products.OuterProduct method) check_socs_compatibility() (in module spflow.zoo.sos) check_support() (spflow.modules.leaves.Hypergeometric method) Classifier (class in spflow.interfaces.classifier) CLTree (class in spflow.modules.leaves) concentration (spflow.modules.leaves.Gamma property) conditional_distribution() (spflow.modules.leaves.Gamma method) (spflow.modules.leaves.leaf.LeafModule method) conditional_mutual_information() (in module spflow.measures.information_theory) conditional_probability() (in module spflow.measures.weight_of_evidence) consecutive() (spflow.modules.ops.split.SplitMode class method) ConvDecoder2D (class in spflow.zoo.apc.decoders) ConvPc (class in spflow.zoo.conv) CP (spflow.zoo.pic.MergeStrategy attribute) create() (spflow.modules.ops.split.SplitMode method) create_spn() (spflow.zoo.rat.RatSPN method) D decode() (spflow.zoo.apc.model.AutoencodingPC method) depth (spflow.zoo.einet.Einet attribute) (spflow.zoo.rat.RatSPN attribute) device (spflow.meta.data.interval_evidence.IntervalEvidence property) (spflow.modules.leaves.leaf.LeafModule property) (spflow.modules.wrapper.base.Wrapper property) dim (spflow.modules.ops.split.Split attribute) distribution (spflow.modules.leaves.Bernoulli attribute) (spflow.modules.leaves.Binomial attribute) (spflow.modules.leaves.Categorical attribute) (spflow.modules.leaves.Exponential attribute) (spflow.modules.leaves.Gamma attribute) (spflow.modules.leaves.Geometric attribute) (spflow.modules.leaves.Hypergeometric attribute) (spflow.modules.leaves.LogNormal attribute) (spflow.modules.leaves.NegativeBinomial attribute) (spflow.modules.leaves.Poisson attribute) (spflow.modules.leaves.Uniform attribute) distribution() (spflow.modules.leaves.Histogram method) (spflow.modules.leaves.leaf.LeafModule method) (spflow.modules.leaves.PiecewiseLinear method) domains (spflow.modules.leaves.PiecewiseLinear attribute) dsl() (in module spflow.dsl) E Einet (class in spflow.zoo.einet) EinsumLayer (class in spflow.modules.einsum) ElementwiseProduct (class in spflow.modules.products) ElementwiseSum (class in spflow.modules.sums.elementwise_sum) encode() (spflow.zoo.apc.model.AutoencodingPC method) end (spflow.modules.leaves.Uniform attribute) end_next (spflow.modules.leaves.Uniform attribute) entropy() (in module spflow.measures.information_theory) epochs (spflow.zoo.apc.config.ApcTrainConfig attribute), [1] evaluate_apc() (in module spflow.zoo.apc.train) evaluate_batched() (spflow.zoo.pic.FunctionGroup method) event_shape (spflow.modules.leaves.leaf.LeafModule property) expectation_maximization() (in module spflow.learn.expectation_maximization) Exponential (class in spflow.modules.leaves) expr (spflow.dsl.WeightedExpr attribute) extras (spflow.utils.cache.Cache attribute) F factors (spflow.dsl.ProductExpr attribute) feature_to_scope (spflow.modules.conv.ProdConv property) (spflow.modules.conv.SumConv property) (spflow.modules.einsum.EinsumLayer property) (spflow.modules.einsum.LinsumLayer property) (spflow.modules.leaves.leaf.LeafModule property) (spflow.modules.ops.Cat property) (spflow.modules.ops.split.Split property) (spflow.modules.ops.SplitByIndex property) (spflow.modules.ops.SplitConsecutive property) (spflow.modules.ops.SplitInterleaved property) (spflow.modules.products.ElementwiseProduct property) (spflow.modules.products.OuterProduct property) (spflow.modules.products.Product property) (spflow.modules.sums.elementwise_sum.ElementwiseSum property) (spflow.modules.sums.repetition_mixing_layer.RepetitionMixingLayer property) (spflow.modules.sums.signed_sum.SignedSum property) (spflow.modules.sums.sum.Sum property) (spflow.modules.wrapper.base.Wrapper property) (spflow.zoo.cms.JointLogLikelihood property) (spflow.zoo.conv.ConvPc property) (spflow.zoo.einet.Einet property) (spflow.zoo.pic.Integral property) (spflow.zoo.pic.PICProduct property) (spflow.zoo.pic.PICSum property) (spflow.zoo.pic.TensorizedQPC property) (spflow.zoo.rat.RatSPN property) (spflow.zoo.sos.SignedSum property) (spflow.zoo.sos.SOCS property) features (spflow.modules.module_shape.ModuleShape attribute), [1] ff_dim (spflow.zoo.pic.TensorizedQPCConfig attribute) finalize() (spflow.zoo.pic.FunctionGroup method) fit() (spflow.interfaces.sklearn.SPFlowClassifier method) (spflow.interfaces.sklearn.SPFlowDensityEstimator method) fit_apc() (in module spflow.zoo.apc.train) fit_structure() (spflow.modules.leaves.CLTree method) flatten() (spflow.modules.wrapper.image_wrapper.ImageWrapper method) forward() (spflow.zoo.apc.decoders.ConvDecoder2D method) (spflow.zoo.apc.decoders.MLPDecoder1D method) (spflow.zoo.apc.model.AutoencodingPC method) (spflow.zoo.pic.FourierFeatures method) (spflow.zoo.pic.MultiHeadedMLP method) (spflow.zoo.pic.SharedMLP method) fourier (spflow.zoo.pic.SharedMLP attribute) FourierFeatures (class in spflow.zoo.pic) from_region_graph() (spflow.zoo.pic.TensorizedQPC class method) function (spflow.zoo.pic.Integral attribute) FunctionGroup (class in spflow.zoo.pic) G Gamma (class in spflow.modules.leaves) Geometric (class in spflow.modules.leaves) get() (spflow.utils.cache.Cache method) get_function() (spflow.zoo.pic.FunctionGroup method) get_out_shapes() (spflow.modules.ops.split.Split method) grad_clip_norm (spflow.zoo.apc.config.ApcTrainConfig attribute), [1] GraphvizError H h (spflow.modules.wrapper.image_wrapper.MarginalizationContext attribute) heads (spflow.zoo.pic.MultiHeadedMLP attribute) height (spflow.modules.wrapper.image_wrapper.ImageWrapper attribute) high (spflow.meta.data.interval_evidence.IntervalEvidence attribute), [1] Histogram (class in spflow.modules.leaves) Hypergeometric (class in spflow.modules.leaves) I ImageWrapper (class in spflow.modules.wrapper.image_wrapper) in_channels (spflow.modules.conv.SumConv attribute) indices (spflow.modules.ops.split.SplitMode property) (spflow.modules.ops.SplitByIndex attribute) (spflow.modules.ops.SplitByIndex property) initialize() (spflow.modules.leaves.PiecewiseLinear method) inner_product_matrix() (in module spflow.zoo.sos) inner_sharing (spflow.zoo.pic.TensorizedQPCConfig attribute) input_sharing (spflow.zoo.pic.TensorizedQPCConfig attribute) inputs (spflow.modules.conv.ProdConv attribute) (spflow.modules.conv.SumConv attribute) (spflow.modules.leaves.leaf.LeafModule property) (spflow.modules.ops.split.Split attribute) (spflow.modules.products.Product attribute) (spflow.modules.sums.sum.Sum attribute) (spflow.zoo.pic.Integral attribute) INSTALL_INSTRUCTIONS (spflow.exceptions.GraphvizError attribute) Integral (class in spflow.zoo.pic) integrated_latent_scope (spflow.zoo.pic.Integral attribute) interleaved() (spflow.modules.ops.split.SplitMode class method) IntervalEvidence (class in spflow.meta.data.interval_evidence) InvalidParameterCombinationError inverse_indices (spflow.modules.ops.SplitByIndex attribute) is_conditional (spflow.modules.leaves.leaf.LeafModule property) is_initialized (spflow.modules.leaves.PiecewiseLinear attribute) J joint_log_likelihood() (spflow.zoo.apc.model.AutoencodingPC method) JointLogLikelihood (class in spflow.zoo.cms) K K (spflow.modules.leaves.Categorical attribute) (spflow.modules.leaves.Hypergeometric attribute) kernel_size (spflow.modules.conv.SumConv attribute) kernel_size_h (spflow.modules.conv.ProdConv attribute) kernel_size_w (spflow.modules.conv.ProdConv attribute) kld (spflow.zoo.apc.config.ApcLossWeights attribute), [1] L Laplace (class in spflow.modules.leaves) latent_dim (spflow.zoo.apc.config.ApcConfig attribute), [1] latent_scope (spflow.zoo.pic.Integral attribute) layer_cls (spflow.zoo.pic.TensorizedQPCConfig attribute) layer_type (spflow.zoo.einet.Einet attribute) layers (spflow.zoo.pic.SharedMLP attribute) leaf (spflow.zoo.conv.ConvPc attribute) leaf_inner_product() (in module spflow.zoo.sos) leaf_modules (spflow.zoo.einet.Einet attribute) (spflow.zoo.rat.RatSPN attribute) leaf_type (spflow.zoo.pic.TensorizedQPCConfig attribute) LeafModule (class in spflow.modules.leaves.leaf) learn_continuous_mixture_cltree() (in module spflow.zoo.cms) learn_continuous_mixture_factorized() (in module spflow.zoo.cms) learn_ff (spflow.zoo.pic.TensorizedQPCConfig attribute) learn_hclt_binary() (in module spflow.zoo.hclt) learn_hclt_categorical() (in module spflow.zoo.hclt) learn_prometheus() (in module spflow.learn.prometheus) learn_spn() (in module spflow.learn.learn_spn) learning_rate (spflow.zoo.apc.config.ApcTrainConfig attribute), [1] LinsumLayer (class in spflow.modules.einsum) load_model() (in module spflow.utils.model_manager) loc (spflow.modules.leaves.Laplace attribute) (spflow.modules.leaves.Normal attribute) log_likelihood() (spflow.modules.conv.ProdConv method) (spflow.modules.conv.SumConv method) (spflow.modules.einsum.EinsumLayer method) (spflow.modules.einsum.LinsumLayer method) (spflow.modules.leaves.CLTree method) (spflow.modules.leaves.leaf.LeafModule method) (spflow.modules.leaves.PiecewiseLinear method) (spflow.modules.ops.Cat method) (spflow.modules.ops.SplitByIndex method) (spflow.modules.ops.SplitConsecutive method) (spflow.modules.ops.SplitInterleaved method) (spflow.modules.products.ElementwiseProduct method) (spflow.modules.products.OuterProduct method) (spflow.modules.products.Product method) (spflow.modules.sums.elementwise_sum.ElementwiseSum method) (spflow.modules.sums.repetition_mixing_layer.RepetitionMixingLayer method) (spflow.modules.sums.signed_sum.SignedSum method) (spflow.modules.sums.sum.Sum method) (spflow.modules.wrapper.image_wrapper.ImageWrapper method) (spflow.zoo.cms.JointLogLikelihood method) (spflow.zoo.conv.ConvPc method) (spflow.zoo.einet.Einet method) (spflow.zoo.pic.Integral method) (spflow.zoo.pic.PICProduct method) (spflow.zoo.pic.PICSum method) (spflow.zoo.pic.TensorizedQPC method) (spflow.zoo.rat.RatSPN method) (spflow.zoo.sos.SignedSum method) (spflow.zoo.sos.SOCS method) log_likelihood_x() (spflow.zoo.apc.model.AutoencodingPC method) log_posterior() (spflow.zoo.einet.Einet method) (spflow.zoo.rat.RatSPN method) log_self_inner_product_scalar() (in module spflow.zoo.sos) log_weights (spflow.modules.conv.SumConv property) (spflow.modules.einsum.EinsumLayer property) (spflow.modules.einsum.LinsumLayer property) (spflow.modules.sums.elementwise_sum.ElementwiseSum property) (spflow.modules.sums.sum.Sum property) logabs_of() (in module spflow.zoo.sos) logits (spflow.modules.conv.SumConv attribute) (spflow.modules.einsum.EinsumLayer attribute) (spflow.modules.einsum.LinsumLayer attribute) (spflow.modules.leaves.Bernoulli property) (spflow.modules.leaves.Binomial property) (spflow.modules.leaves.Categorical property) (spflow.modules.leaves.Geometric property) (spflow.modules.leaves.Histogram property) (spflow.modules.leaves.NegativeBinomial property) (spflow.modules.sums.elementwise_sum.ElementwiseSum attribute) (spflow.modules.sums.sum.Sum attribute) LogNormal (class in spflow.modules.leaves) loss() (spflow.zoo.apc.model.AutoencodingPC method) loss_components() (spflow.zoo.apc.model.AutoencodingPC method) loss_weights (spflow.zoo.apc.config.ApcConfig attribute), [1] low (spflow.meta.data.interval_evidence.IntervalEvidence attribute), [1] M map_out_channels_to_in_channels() (spflow.modules.products.ElementwiseProduct method) (spflow.modules.products.OuterProduct method) map_out_mask_to_in_mask() (spflow.modules.products.ElementwiseProduct method) (spflow.modules.products.OuterProduct method) MarginalizationContext (class in spflow.modules.wrapper.image_wrapper) marginalize() (spflow.modules.conv.ProdConv method) (spflow.modules.conv.SumConv method) (spflow.modules.einsum.EinsumLayer method) (spflow.modules.einsum.LinsumLayer method) (spflow.modules.leaves.Histogram method) (spflow.modules.leaves.leaf.LeafModule method) (spflow.modules.ops.Cat method) (spflow.modules.ops.split.Split method) (spflow.modules.products.Product method) (spflow.modules.sums.elementwise_sum.ElementwiseSum method) (spflow.modules.sums.signed_sum.SignedSum method) (spflow.modules.sums.sum.Sum method) (spflow.modules.wrapper.image_wrapper.ImageWrapper method) (spflow.zoo.cms.JointLogLikelihood method) (spflow.zoo.conv.ConvPc method) (spflow.zoo.einet.Einet method) (spflow.zoo.pic.Integral method) (spflow.zoo.pic.PICProduct method) (spflow.zoo.pic.PICSum method) (spflow.zoo.pic.TensorizedQPC method) (spflow.zoo.rat.RatSPN method) (spflow.zoo.sos.SignedSum method) (spflow.zoo.sos.SOCS method) marginalized_params() (spflow.modules.leaves.leaf.LeafModule method) maximum_likelihood_estimation() (spflow.modules.leaves.CLTree method) (spflow.modules.leaves.leaf.LeafModule method) mean (spflow.modules.leaves.LogNormal attribute) merge_split_indices() (spflow.modules.ops.split.Split method) (spflow.modules.ops.SplitByIndex method) (spflow.modules.ops.SplitConsecutive method) (spflow.modules.ops.SplitInterleaved method) merge_split_tensors() (spflow.modules.ops.split.Split method) (spflow.modules.ops.SplitByIndex method) (spflow.modules.ops.SplitConsecutive method) (spflow.modules.ops.SplitInterleaved method) MergeStrategy (class in spflow.zoo.pic) mlp (spflow.zoo.pic.FunctionGroup attribute) MLPDecoder1D (class in spflow.zoo.apc.decoders) mode (spflow.modules.leaves.PiecewiseLinear property) (spflow.modules.leaves.Uniform property) mode() (spflow.modules.leaves.leaf.LeafModule method) module spflow.dsl module (spflow.dsl.Term attribute) (spflow.modules.wrapper.base.Wrapper attribute) (spflow.modules.wrapper.image_wrapper.ImageWrapper attribute) ModuleShape (class in spflow.modules.module_shape) MultiHeadedMLP (class in spflow.zoo.pic) mutual_information() (in module spflow.measures.information_theory) N n (spflow.modules.leaves.Binomial attribute) N (spflow.modules.leaves.Hypergeometric attribute) n (spflow.modules.leaves.Hypergeometric attribute) n_chunks (spflow.zoo.pic.TensorizedQPCConfig attribute) n_out (spflow.zoo.einet.Einet property) (spflow.zoo.rat.RatSPN property) n_region_nodes (spflow.zoo.rat.RatSPN attribute) n_root_nodes (spflow.zoo.rat.RatSPN attribute) NegativeBinomial (class in spflow.modules.leaves) net_dim (spflow.zoo.pic.TensorizedQPCConfig attribute) nll (spflow.zoo.apc.config.ApcLossWeights attribute), [1] nll_x_and_z (spflow.zoo.apc.config.ApcConfig attribute), [1] Normal (class in spflow.modules.leaves) num_categories (spflow.zoo.pic.TensorizedQPCConfig attribute) num_channel (spflow.modules.wrapper.image_wrapper.ImageWrapper attribute) num_classes (spflow.zoo.einet.Einet attribute) (spflow.zoo.pic.TensorizedQPCConfig attribute) num_leaves (spflow.zoo.einet.Einet attribute) num_repetitions (spflow.zoo.einet.Einet attribute) (spflow.zoo.rat.RatSPN attribute) num_splits (spflow.modules.ops.split.Split attribute) (spflow.modules.ops.split.SplitMode property) num_sums (spflow.zoo.einet.Einet attribute) O out_channels (spflow.modules.conv.SumConv attribute) OuterProduct (class in spflow.modules.products) P p (spflow.modules.leaves.Bernoulli attribute) (spflow.modules.leaves.Binomial attribute) (spflow.modules.leaves.Categorical attribute) (spflow.modules.leaves.Geometric attribute) padding_h (spflow.modules.conv.ProdConv attribute) padding_w (spflow.modules.conv.ProdConv attribute) params() (spflow.modules.leaves.Bernoulli method) (spflow.modules.leaves.Binomial method) (spflow.modules.leaves.Categorical method) (spflow.modules.leaves.CLTree method) (spflow.modules.leaves.Exponential method) (spflow.modules.leaves.Gamma method) (spflow.modules.leaves.Geometric method) (spflow.modules.leaves.Histogram method) (spflow.modules.leaves.Hypergeometric method) (spflow.modules.leaves.Laplace method) (spflow.modules.leaves.leaf.LeafModule method) (spflow.modules.leaves.LogNormal method) (spflow.modules.leaves.NegativeBinomial method) (spflow.modules.leaves.Normal method) (spflow.modules.leaves.PiecewiseLinear method) (spflow.modules.leaves.Poisson method) (spflow.modules.leaves.Uniform method) pic2qpc() (in module spflow.zoo.pic) PICProduct (class in spflow.zoo.pic) PICSum (class in spflow.zoo.pic) PiecewiseLinear (class in spflow.modules.leaves) points (spflow.zoo.pic.QuadratureRule attribute) Poisson (class in spflow.modules.leaves) predict() (spflow.interfaces.classifier.Classifier method) (spflow.interfaces.sklearn.SPFlowClassifier method) predict_proba() (spflow.interfaces.classifier.Classifier method) (spflow.interfaces.sklearn.SPFlowClassifier method) (spflow.zoo.einet.Einet method) (spflow.zoo.rat.RatSPN method) probs (spflow.modules.leaves.Bernoulli property) (spflow.modules.leaves.Binomial property) (spflow.modules.leaves.Categorical property) (spflow.modules.leaves.Geometric property) (spflow.modules.leaves.Histogram property) (spflow.modules.leaves.NegativeBinomial attribute) (spflow.modules.leaves.NegativeBinomial property) ProdConv (class in spflow.modules.conv) Product (class in spflow.modules.products) ProductExpr (class in spflow.dsl) Q QuadratureRule (class in spflow.zoo.pic) R rate (spflow.modules.leaves.Exponential attribute) (spflow.modules.leaves.Exponential property) (spflow.modules.leaves.Gamma property) (spflow.modules.leaves.Poisson attribute) (spflow.modules.leaves.Poisson property) RatSPN (class in spflow.zoo.rat) rec (spflow.zoo.apc.config.ApcLossWeights attribute), [1] rec_loss (spflow.zoo.apc.config.ApcConfig attribute), [1] reconstruct() (spflow.zoo.apc.model.AutoencodingPC method) RepetitionMixingLayer (class in spflow.modules.sums.repetition_mixing_layer) repetitions (spflow.modules.module_shape.ModuleShape attribute), [1] replace() (in module spflow.utils.replace) reset() (spflow.modules.leaves.PiecewiseLinear method) rg2pic() (in module spflow.zoo.pic) root (spflow.zoo.conv.ConvPc attribute) rqmc_sobol_normal() (in module spflow.zoo.cms) RqmcPoints (class in spflow.zoo.cms) S sample() (spflow.interfaces.sklearn.SPFlowDensityEstimator method) (spflow.modules.wrapper.image_wrapper.ImageWrapper method) (spflow.zoo.cms.JointLogLikelihood method) (spflow.zoo.conv.ConvPc method) (spflow.zoo.einet.Einet method) (spflow.zoo.pic.Integral method) (spflow.zoo.pic.PICProduct method) (spflow.zoo.pic.PICSum method) (spflow.zoo.pic.TensorizedQPC method) (spflow.zoo.rat.RatSPN method) (spflow.zoo.sos.SOCS method) sample_tau (spflow.zoo.apc.config.ApcConfig attribute), [1] sample_x() (spflow.zoo.apc.model.AutoencodingPC method) sample_z() (spflow.zoo.apc.model.AutoencodingPC method) save_model() (in module spflow.utils.model_manager) scale (spflow.modules.leaves.Laplace property) (spflow.modules.leaves.LogNormal property) (spflow.modules.leaves.Normal property) (spflow.zoo.pic.FourierFeatures attribute) scope (spflow.modules.ops.split.Split attribute) (spflow.modules.wrapper.base.Wrapper attribute) (spflow.zoo.rat.RatSPN attribute) ScopeError scopes_out (spflow.zoo.einet.Einet property) (spflow.zoo.rat.RatSPN property) score_samples() (spflow.interfaces.sklearn.SPFlowDensityEstimator method) set() (spflow.utils.cache.Cache method) set_score_request() (spflow.interfaces.sklearn.SPFlowClassifier method) shape (spflow.meta.data.interval_evidence.IntervalEvidence property) ShapeError shared (spflow.zoo.pic.MultiHeadedMLP attribute) SharedMLP (class in spflow.zoo.pic) sharing_type (spflow.zoo.pic.FunctionGroup attribute) sigma (spflow.zoo.pic.TensorizedQPCConfig attribute) sign_of() (in module spflow.zoo.sos) signed_logabs_and_sign() (spflow.modules.sums.signed_sum.SignedSum method) (spflow.zoo.sos.SignedSum method) signed_logsumexp() (in module spflow.zoo.sos) SignedSum (class in spflow.modules.sums.signed_sum) (class in spflow.zoo.sos) SOCS (class in spflow.zoo.sos) spflow.dsl module SPFlowClassifier (class in spflow.interfaces.sklearn) SPFlowDensityEstimator (class in spflow.interfaces.sklearn) Split (class in spflow.modules.ops.split) split_masks (spflow.modules.ops.SplitInterleaved attribute) split_type (spflow.modules.ops.split.SplitMode property) SplitByIndex (class in spflow.modules.ops) SplitConsecutive (class in spflow.modules.ops) SplitInterleaved (class in spflow.modules.ops) SplitMode (class in spflow.modules.ops.split) start (spflow.modules.leaves.Uniform attribute) std (spflow.modules.leaves.Laplace attribute) (spflow.modules.leaves.LogNormal attribute) (spflow.modules.leaves.Normal attribute) structure (spflow.zoo.einet.Einet attribute) StructureError Sum (class in spflow.modules.sums.sum) sum_dim (spflow.modules.sums.sum.Sum attribute) SumConv (class in spflow.modules.conv) SumExpr (class in spflow.dsl) support_outside (spflow.modules.leaves.Uniform attribute) T TensorizedQPC (class in spflow.zoo.pic) TensorizedQPCConfig (class in spflow.zoo.pic) Term (class in spflow.dsl) term() (in module spflow.dsl) terms (spflow.dsl.SumExpr attribute) to() (spflow.meta.data.interval_evidence.IntervalEvidence method) to_image_format() (spflow.modules.wrapper.image_wrapper.ImageWrapper method) total_count (spflow.modules.leaves.Binomial property) (spflow.modules.leaves.NegativeBinomial attribute) (spflow.modules.leaves.NegativeBinomial property) train_apc_step() (in module spflow.zoo.apc.train) train_decode_mpe (spflow.zoo.apc.config.ApcConfig attribute), [1] train_gradient_descent() (in module spflow.learn.gradient_descent) TUCKER (spflow.zoo.pic.MergeStrategy attribute) U Uniform (class in spflow.modules.leaves) units (spflow.zoo.pic.FunctionGroup attribute) unraveled_channel_indices (spflow.modules.einsum.EinsumLayer attribute) (spflow.modules.products.OuterProduct attribute) (spflow.modules.sums.elementwise_sum.ElementwiseSum attribute) V visualize() (in module spflow.utils.visualization) W w (spflow.modules.wrapper.image_wrapper.MarginalizationContext attribute) w() (in module spflow.dsl) weight (spflow.dsl.WeightedExpr attribute) weight_decay (spflow.zoo.apc.config.ApcTrainConfig attribute), [1] weight_of_evidence() (in module spflow.measures.weight_of_evidence) weight_of_evidence_leave_one_out() (in module spflow.measures.weight_of_evidence) WeightedExpr (class in spflow.dsl) weights (spflow.modules.conv.SumConv property) (spflow.modules.einsum.EinsumLayer property) (spflow.modules.einsum.LinsumLayer property) (spflow.modules.sums.elementwise_sum.ElementwiseSum property) (spflow.modules.sums.sum.Sum attribute) (spflow.zoo.cms.RqmcPoints attribute) (spflow.zoo.pic.QuadratureRule attribute) width (spflow.modules.wrapper.image_wrapper.ImageWrapper attribute) Wrapper (class in spflow.modules.wrapper.base) X xs (spflow.modules.leaves.PiecewiseLinear attribute) Y ys (spflow.modules.leaves.PiecewiseLinear attribute) Z z (spflow.zoo.cms.RqmcPoints attribute)