API Reference#
This is the class and function reference of CCA-Zoo. Please refer to the full user guide for further details, as the class and function raw specifications may not be enough to give full guidelines on their uses. For reference on concepts repeated across the API, see Glossary of Common Terms and API Elements.
cca_zooPackagecca_zoo.linear: Linear Models- Models
cca_zoo.linear.CCAcca_zoo.linear.PLScca_zoo.linear.rCCAcca_zoo.linear.MCCAcca_zoo.linear.GCCAcca_zoo.linear.TCCAcca_zoo.linear.MPLScca_zoo.linear.PCACCAcca_zoo.linear.SPLScca_zoo.linear.ElasticCCAcca_zoo.linear.SCCA_IPLScca_zoo.linear.CCA_EYcca_zoo.linear.PLS_EYcca_zoo.linear.CCA_GHAcca_zoo.linear.PLSStochasticPowercca_zoo.linear.SCCA_Spancca_zoo.linear.PRCCAcca_zoo.linear.GRCCAcca_zoo.linear.PartialCCA
- Models
cca_zoo.nonparametric: Non-Parametric Methodscca_zoo.deep: Deep Methodscca_zoo.probabilistic: Probabilistic Methodscca_zoo.datasets: Datasetscca_zoo.visualisation: Visualisation- Plotting
cca_zoo.visualisation.ExplainedVarianceDisplaycca_zoo.visualisation.ScoreScatterDisplaycca_zoo.visualisation.ScoreScatterDisplaycca_zoo.visualisation.JointScoreScatterDisplaycca_zoo.visualisation.SeparateScoreScatterDisplaycca_zoo.visualisation.SeparateJointScoreDisplaycca_zoo.visualisation.PairScoreScatterDisplaycca_zoo.visualisation.ExplainedCovarianceDisplaycca_zoo.visualisation.WeightHeatmapDisplaycca_zoo.visualisation.CorrelationHeatmapDisplaycca_zoo.visualisation.CovarianceHeatmapDisplaycca_zoo.visualisation.TSNEScoreDisplaycca_zoo.visualisation.UMAPScoreDisplaycca_zoo.visualisation.WeightInferenceDisplay
- Plotting
cca_zoo.sequential: Sequential Methodscca_zoo.model_selection: Model Selectioncca_zoo.preprocessing: Preprocessing