Index

B

BaseLateFusion (class in polyview.base) BaseMultiView (class in polyview.base)

BaseMultiViewClusterer (class in polyview.base) BaseMultiViewEmbedder (class in polyview.base) BaseMultiViewTransformer (class in polyview.base)

C

canonical_correlations() (polyview.embed.gcca.GCCA method) (polyview.embed.mcca.MCCA method)

centroids_ (polyview.cluster.mv_kmeans.MultiViewKMeans attribute) ConcatFusion (class in polyview.fusion.early)

D

draw_diagram() (polyview.pipeline.polypipeline.PolyPipeline method)

E

eigenvalues_ (polyview.embed.gcca.GCCA attribute) (polyview.embed.mcca.MCCA attribute)

embedding_ (polyview.base.MultiViewEmbedderMixin property) (polyview.cluster.mv_coreg_sc.MultiViewCoRegSpectralClustering attribute) (polyview.cluster.mv_cotrain_sc.MultiViewCoTrainSpectralClustering attribute)

F

feature_indices_ (polyview.augmentation.random_subspace.RandomSubspaceViews attribute) fit() (polyview.augmentation.multi_kernels.MultiKernel method) (polyview.augmentation.random_projections.RandomProjectionViews method) (polyview.augmentation.random_subspace.RandomSubspaceViews method) (polyview.base.BaseLateFusion method) (polyview.base.BaseMultiView method) (polyview.cluster.mv_coreg_sc.MultiViewCoRegSpectralClustering method) (polyview.cluster.mv_cotrain_sc.MultiViewCoTrainSpectralClustering method) (polyview.cluster.mv_kmeans.MultiViewKMeans method) (polyview.cluster.mv_nmf.MultiViewNMF method) (polyview.embed.gcca.GCCA method) (polyview.embed.mcca.MCCA method) (polyview.fusion.early.ConcatFusion method) (polyview.fusion.early.NormalizedFusion method) (polyview.fusion.early.WeightedFusion method) (polyview.fusion.kernel_fusion.KernelFusion method) (polyview.fusion.late.MajorityVote method) (polyview.pipeline.polypipeline.PolyPipeline method)

fit_predict() (polyview.base.BaseLateFusion method) (polyview.base.MultiViewClusterMixin method) (polyview.cluster.mv_coreg_sc.MultiViewCoRegSpectralClustering method) (polyview.cluster.mv_cotrain_sc.MultiViewCoTrainSpectralClustering method) (polyview.cluster.mv_kmeans.MultiViewKMeans method) (polyview.cluster.mv_nmf.MultiViewNMF method) (polyview.fusion.late.MajorityVote method) (polyview.pipeline.polypipeline.PolyPipeline method) fit_transform() (polyview.augmentation.multi_kernels.MultiKernel method) (polyview.augmentation.random_projections.RandomProjectionViews method) (polyview.augmentation.random_subspace.RandomSubspaceViews method) (polyview.base.MultiViewTransformerMixin method) (polyview.cluster.mv_nmf.MultiViewNMF method) (polyview.pipeline.polypipeline.PolyPipeline method)

G

G_ (polyview.embed.gcca.GCCA attribute)

GCCA (class in polyview.embed.gcca)

H

H_ (polyview.cluster.mv_nmf.MultiViewNMF attribute)

K

K_fused_ (polyview.fusion.kernel_fusion.KernelFusion attribute) kernel_matrix() (polyview.fusion.kernel_fusion.KernelFusion method)

KernelFusion (class in polyview.fusion.kernel_fusion) kernels_ (polyview.fusion.kernel_fusion.KernelFusion attribute)

L

labels_ (polyview.cluster.mv_coreg_sc.MultiViewCoRegSpectralClustering attribute) (polyview.cluster.mv_cotrain_sc.MultiViewCoTrainSpectralClustering attribute) (polyview.cluster.mv_kmeans.MultiViewKMeans attribute) (polyview.cluster.mv_nmf.MultiViewNMF attribute)

M

MajorityVote (class in polyview.fusion.late) make_multiview_gaussian() (in module polyview.dataset.make_multiview_gaussian) MCCA (class in polyview.embed.mcca) means_ (polyview.embed.gcca.GCCA attribute) (polyview.embed.mcca.MCCA attribute) (polyview.fusion.early.NormalizedFusion attribute) module polyview.augmentation.multi_kernels polyview.augmentation.random_projections polyview.augmentation.random_subspace polyview.base polyview.cluster.mv_coreg_sc polyview.cluster.mv_cotrain_sc polyview.cluster.mv_kmeans polyview.cluster.mv_nmf polyview.dataset.make_multiview_gaussian polyview.embed.gcca polyview.embed.mcca polyview.fusion.early polyview.fusion.kernel_fusion polyview.fusion.late polyview.pipeline.polypipeline

multi_kernels() (in module polyview.augmentation.multi_kernels) MultiKernel (class in polyview.augmentation.multi_kernels) MultiViewClusterMixin (class in polyview.base) MultiViewCoRegSpectralClustering (class in polyview.cluster.mv_coreg_sc) MultiViewCoTrainSpectralClustering (class in polyview.cluster.mv_cotrain_sc) MultiViewEmbedderMixin (class in polyview.base) MultiViewKMeans (class in polyview.cluster.mv_kmeans) MultiViewNMF (class in polyview.cluster.mv_nmf) MultiViewTransformerMixin (class in polyview.base)

N

n_features_in_ (polyview.augmentation.random_subspace.RandomSubspaceViews attribute) (polyview.fusion.early.ConcatFusion attribute) n_features_out_ (polyview.fusion.early.ConcatFusion attribute) n_iter_ (polyview.cluster.mv_kmeans.MultiViewKMeans attribute) (polyview.cluster.mv_nmf.MultiViewNMF attribute)

n_views_in_ (polyview.augmentation.random_subspace.RandomSubspaceViews attribute) (polyview.fusion.early.ConcatFusion attribute) NormalizedFusion (class in polyview.fusion.early)

O

objective_ (polyview.cluster.mv_coreg_sc.MultiViewCoRegSpectralClustering attribute) (polyview.cluster.mv_cotrain_sc.MultiViewCoTrainSpectralClustering attribute) (polyview.cluster.mv_kmeans.MultiViewKMeans attribute) (polyview.cluster.mv_nmf.MultiViewNMF attribute)

P

PolyPipeline (class in polyview.pipeline.polypipeline) polyview.augmentation.multi_kernels module polyview.augmentation.random_projections module polyview.augmentation.random_subspace module polyview.base module polyview.cluster.mv_coreg_sc module polyview.cluster.mv_cotrain_sc module polyview.cluster.mv_kmeans module polyview.cluster.mv_nmf module

polyview.dataset.make_multiview_gaussian module polyview.embed.gcca module polyview.embed.mcca module polyview.fusion.early module polyview.fusion.kernel_fusion module polyview.fusion.late module polyview.pipeline.polypipeline module predict() (polyview.base.BaseLateFusion method) (polyview.cluster.mv_kmeans.MultiViewKMeans method) (polyview.fusion.late.MajorityVote method) (polyview.pipeline.polypipeline.PolyPipeline method)

R

random_projection() (in module polyview.augmentation.random_projections) random_subspace() (in module polyview.augmentation.random_subspace)

RandomProjectionViews (class in polyview.augmentation.random_projections) RandomSubspaceViews (class in polyview.augmentation.random_subspace) reconstruction_errors_ (polyview.cluster.mv_nmf.MultiViewNMF attribute)

S

score() (polyview.pipeline.polypipeline.PolyPipeline method)

specs_ (polyview.fusion.kernel_fusion.KernelFusion attribute) stds_ (polyview.fusion.early.NormalizedFusion attribute)

T

transform() (polyview.augmentation.multi_kernels.MultiKernel method) (polyview.augmentation.random_projections.RandomProjectionViews method) (polyview.augmentation.random_subspace.RandomSubspaceViews method) (polyview.base.MultiViewTransformerMixin method) (polyview.cluster.mv_nmf.MultiViewNMF method) (polyview.embed.gcca.GCCA method) (polyview.embed.mcca.MCCA method) (polyview.fusion.early.ConcatFusion method) (polyview.fusion.early.NormalizedFusion method) (polyview.fusion.early.WeightedFusion method) (polyview.fusion.kernel_fusion.KernelFusion method) (polyview.pipeline.polypipeline.PolyPipeline method)

V

view_contributions() (polyview.fusion.kernel_fusion.KernelFusion method)

view_names_ (polyview.augmentation.random_subspace.RandomSubspaceViews attribute)

W

W_ (polyview.cluster.mv_nmf.MultiViewNMF attribute) WeightedFusion (class in polyview.fusion.early) weights_ (polyview.cluster.mv_kmeans.MultiViewKMeans attribute) (polyview.cluster.mv_nmf.MultiViewNMF attribute) (polyview.embed.gcca.GCCA attribute) (polyview.embed.mcca.MCCA attribute) (polyview.fusion.early.NormalizedFusion attribute) (polyview.fusion.early.WeightedFusion attribute) (polyview.fusion.kernel_fusion.KernelFusion attribute)