CCA-Zoo Documentation

Welcome to CCA-Zoo! 🚀

Dive into the world of CCA-Zoo! Unlock the hidden relationships in multiview data.

Table of Contents

📘 Using CCA-Zoo

• CCA-Zoo: Your Comprehensive Guide to Canonical Correlation Analysis
  • Why Choose CCA-Zoo?
  • What is Canonical Correlation Analysis (CCA)?
  • Modern Extensions of CCA
  • Formal Definitions and Mathematical Framework
  • Note:
• Getting Started with CCA-Zoo
  • Embarking on Your Journey
  • Installation
  • A Step-by-Step Guide to Your First CCA Analysis
  • Unveil the Potential: Next Steps
• User Guide
  • Model Fitting
  • Hyperparameter Tuning
  • Model Transformations
  • Model Evaluation
  • Extracting Model Weights
  • Deep Models in CCA-Zoo

📚 Tutorials

• Tutorials and Examples Gallery

📖 API Reference

• cca_zoo.linear
  • CCA
  • CCA_EY
  • CCA_GHA
  • CCA_SVD
  • ElasticCCA
  • GCCA
  • GRCCA
  • MCCA
  • MPLS
  • PCACCA
  • PLS
  • PLSStochasticPower
  • PLS_ALS
  • PLS_EY
  • PRCCA
  • PartialCCA
  • SCCA_IPLS
  • SCCA_PMD
  • SCCA_Parkhomenko
  • SCCA_Span
  • TCCA
  • rCCA
• cca_zoo.nonparametric
  • KCCA
  • KGCCA
  • KTCCA
  • NCCA
• cca_zoo.deep
  • BarlowTwins
  • DCCA
  • DCCAE
  • DCCA_EY
  • DCCA_NOI
  • DCCA_SDL
  • DTCCA
  • DVCCA
  • SplitAE
• cca_zoo.probabilistic
  • ProbabilisticCCA
• cca_zoo.data
• cca_zoo.visualisation
  • CorrelationHeatmapDisplay
  • CovarianceHeatmapDisplay
  • ExplainedCovarianceDisplay
  • ExplainedVarianceDisplay
  • ScoreDisplay
  • TSNEScoreDisplay
  • UMAPScoreDisplay
  • WeightHeatmapDisplay
  • WeightInferenceDisplay

🔧 Developer Information

• Contribute
  • Types of Contributions
  • Get Started!
• License

Quick Links

• General Index

• Module Index

• Search the Docs

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