Skip to main content
Ctrl+K

CCA-Zoo

Site Navigation

  • Preface
  • Getting Started
  • User Guide
  • API Reference
    • Developer Guide
    • Example Gallery
    • Glossary
  • GitHub
  • PyPI

Site Navigation

  • Preface
  • Getting Started
  • User Guide
  • API Reference
    • Developer Guide
    • Example Gallery
    • Glossary
  • GitHub
  • PyPI

Section Navigation

  • cca_zoo Package
  • cca_zoo.linear: Linear Models
    • cca_zoo.linear.CCA
    • cca_zoo.linear.PLS
    • cca_zoo.linear.rCCA
    • cca_zoo.linear.MCCA
    • cca_zoo.linear.GCCA
    • cca_zoo.linear.TCCA
    • cca_zoo.linear.MPLS
    • cca_zoo.linear.PCACCA
    • cca_zoo.linear.SPLS
    • cca_zoo.linear.ElasticCCA
    • cca_zoo.linear.SCCA_IPLS
    • cca_zoo.linear.CCA_EY
    • cca_zoo.linear.PLS_EY
    • cca_zoo.linear.CCA_GHA
    • cca_zoo.linear.PLSStochasticPower
    • cca_zoo.linear.SCCA_Span
    • cca_zoo.linear.PRCCA
    • cca_zoo.linear.GRCCA
    • cca_zoo.linear.PartialCCA
  • cca_zoo.nonparametric: Non-Parametric Methods
    • cca_zoo.nonparametric.KCCA
    • cca_zoo.nonparametric.KMCCA
    • cca_zoo.nonparametric.KGCCA
    • cca_zoo.nonparametric.KTCCA
    • cca_zoo.nonparametric.NCCA
  • cca_zoo.deep: Deep Methods
    • cca_zoo.deep.DCCA
    • cca_zoo.deep.DCCA
    • cca_zoo.deep.DCCA_GHA
    • cca_zoo.deep.DCCA_SVD
    • cca_zoo.deep.DGCCA
    • cca_zoo.deep.DCCAE
    • cca_zoo.deep.DCCA_NOI
    • cca_zoo.deep.DCCA_SDL
    • cca_zoo.deep.DVCCA
    • cca_zoo.deep.BarlowTwins
    • cca_zoo.deep.DTCCA
    • cca_zoo.deep.DCCA_EY
    • cca_zoo.deep.SplitAE
  • cca_zoo.probabilistic: Probabilistic Methods
    • cca_zoo.probabilistic.ProbabilisticCCA
    • cca_zoo.probabilistic.ProbabilisticPLS
    • cca_zoo.probabilistic.ProbabilisticRCCA
  • cca_zoo.datasets: Datasets
    • cca_zoo.datasets.JointData
    • cca_zoo.datasets.LatentVariableData
    • cca_zoo.datasets.load_breast_data
    • cca_zoo.datasets.load_split_cifar10_data
    • cca_zoo.datasets.load_mfeat_data
    • cca_zoo.datasets.load_split_mnist_data
  • cca_zoo.visualisation: Visualisation
    • cca_zoo.visualisation.ExplainedVarianceDisplay
    • cca_zoo.visualisation.ScoreScatterDisplay
    • cca_zoo.visualisation.ScoreScatterDisplay
    • cca_zoo.visualisation.JointScoreScatterDisplay
    • cca_zoo.visualisation.SeparateScoreScatterDisplay
    • cca_zoo.visualisation.SeparateJointScoreDisplay
    • cca_zoo.visualisation.PairScoreScatterDisplay
    • cca_zoo.visualisation.ExplainedCovarianceDisplay
    • cca_zoo.visualisation.WeightHeatmapDisplay
    • cca_zoo.visualisation.CorrelationHeatmapDisplay
    • cca_zoo.visualisation.CovarianceHeatmapDisplay
    • cca_zoo.visualisation.TSNEScoreDisplay
    • cca_zoo.visualisation.UMAPScoreDisplay
    • cca_zoo.visualisation.WeightInferenceDisplay
  • cca_zoo.sequential: Sequential Methods
    • cca_zoo.sequential.SequentialModel
  • cca_zoo.model_selection: Model Selection
    • cca_zoo.model_selection.GridSearchCV
    • cca_zoo.model_selection.RandomizedSearchCV
    • cca_zoo.model_selection.cross_validate
    • cca_zoo.model_selection.learning_curve
    • cca_zoo.model_selection.permutation_test_score
  • cca_zoo.preprocessing: Preprocessing
    • cca_zoo.preprocessing.MultiViewPreprocessing
  • API Reference

cca_zoo Package#

previous

API Reference

next

cca_zoo.linear: Linear Models
Edit on GitHub

© Copyright 2023, James Chapman.

Created using Sphinx 7.2.6.

Built with the PyData Sphinx Theme 0.14.4.