Reference

The package is split up into submodules.

• Embedding
  • Canonical Correlation Analysis (CCA)
  • Multiview Canonical Correlation Analysis (MCCA)
  • Kernel MCCA
  • Generalized Canonical Correlation Analysis (GCCA)
  • Deep Canonical Correlation Analysis (DCCA)
  • Multiview Multidimensional Scaling
  • Split Autoencoder
  • DCCA Utilities
  • Dimension Selection
• Decomposition
  • Multiview ICA
  • Group ICA
  • Group PCA
  • Angle-Based Joint and Individual Variation Explained (AJIVE)
• Clustering
  • Multiview Spectral Clustering
  • Co-Regularized Multiview Spectral Clustering
  • Multiview K Means
  • Multiview Spherical K Means
• Semi-Supervised
  • Cotraining Classifier
  • Cotraining Regressor
• Model Selection
  • Cross Validation
  • Train-Test Split
• Compose
  • AverageMerger
  • ConcatMerger
  • RandomGaussianProjection
  • RandomSubspaceMethod
  • SimpleSplitter
  • ViewClassifier
  • ViewTransformer
• Multiview Datasets
  • UCI multiple feature dataset
  • Nutrimouse dataset
  • Data Simulator
  • Factor Model
• Plotting
  • Quick Visualize
  • Crossviews Plot
• Utility Functions
  • IO