Using cca-zoo
Reference
Developer Info
simple_simulated_data()
NumpyDataset
check_dataset()
get_dataloaders()
DCCA
DCCAE
DCCA_NOI
DCCA_SDL
DVCCA
BarlowTwins
DTCCA
DCCA_EigenGame
SplitAE
MCCA
GCCA
CCA
TCCA
CorrelationCallback
GenerativeCallback
Encoder
Decoder
CNNEncoder
CNNDecoder
LinearEncoder
LinearDecoder
GCCA.fit()
GCCA.fit_transform()
GCCA.get_factor_loadings()
GCCA.get_params()
GCCA.pairwise_correlations()
GCCA.score()
GCCA.set_params()
GCCA.transform()
KGCCA
KGCCA.transform()
KGCCA.fit()
KGCCA.fit_transform()
KGCCA.get_factor_loadings()
KGCCA.get_params()
KGCCA.pairwise_correlations()
KGCCA.score()
KGCCA.set_params()
PLS_ALS
PLS_ALS.fit()
PLS_ALS.fit_transform()
PLS_ALS.get_factor_loadings()
PLS_ALS.get_params()
PLS_ALS.pairwise_correlations()
PLS_ALS.score()
PLS_ALS.set_params()
PLS_ALS.transform()
SCCA_PMD
SCCA_PMD.fit()
SCCA_PMD.fit_transform()
SCCA_PMD.get_factor_loadings()
SCCA_PMD.get_params()
SCCA_PMD.pairwise_correlations()
SCCA_PMD.score()
SCCA_PMD.set_params()
SCCA_PMD.transform()
ElasticCCA
ElasticCCA.fit()
ElasticCCA.fit_transform()
ElasticCCA.get_factor_loadings()
ElasticCCA.get_params()
ElasticCCA.pairwise_correlations()
ElasticCCA.score()
ElasticCCA.set_params()
ElasticCCA.transform()
SCCA_Parkhomenko
SCCA_Parkhomenko.fit()
SCCA_Parkhomenko.fit_transform()
SCCA_Parkhomenko.get_factor_loadings()
SCCA_Parkhomenko.get_params()
SCCA_Parkhomenko.pairwise_correlations()
SCCA_Parkhomenko.score()
SCCA_Parkhomenko.set_params()
SCCA_Parkhomenko.transform()
SCCA_IPLS
SCCA_IPLS.fit()
SCCA_IPLS.fit_transform()
SCCA_IPLS.get_factor_loadings()
SCCA_IPLS.get_params()
SCCA_IPLS.pairwise_correlations()
SCCA_IPLS.score()
SCCA_IPLS.set_params()
SCCA_IPLS.transform()
SCCA_ADMM
SCCA_ADMM.fit()
SCCA_ADMM.fit_transform()
SCCA_ADMM.get_factor_loadings()
SCCA_ADMM.get_params()
SCCA_ADMM.pairwise_correlations()
SCCA_ADMM.score()
SCCA_ADMM.set_params()
SCCA_ADMM.transform()
SCCA_Span
SCCA_Span.fit()
SCCA_Span.fit_transform()
SCCA_Span.get_factor_loadings()
SCCA_Span.get_params()
SCCA_Span.pairwise_correlations()
SCCA_Span.score()
SCCA_Span.set_params()
SCCA_Span.transform()
SWCCA
SWCCA.fit()
SWCCA.fit_transform()
SWCCA.get_factor_loadings()
SWCCA.get_params()
SWCCA.pairwise_correlations()
SWCCA.score()
SWCCA.set_params()
SWCCA.transform()
MCCA.fit()
MCCA.fit_transform()
MCCA.get_factor_loadings()
MCCA.get_params()
MCCA.pairwise_correlations()
MCCA.score()
MCCA.set_params()
MCCA.transform()
KCCA
KCCA.transform()
KCCA.fit()
KCCA.fit_transform()
KCCA.get_factor_loadings()
KCCA.get_params()
KCCA.pairwise_correlations()
KCCA.score()
KCCA.set_params()
NCCA
NCCA.fit()
NCCA.transform()
NCCA.fit_transform()
NCCA.get_factor_loadings()
NCCA.get_params()
NCCA.pairwise_correlations()
NCCA.score()
NCCA.set_params()
PartialCCA
PartialCCA.fit()
PartialCCA.transform()
PartialCCA.fit_transform()
PartialCCA.get_factor_loadings()
PartialCCA.get_params()
PartialCCA.pairwise_correlations()
PartialCCA.score()
PartialCCA.set_params()
rCCA
rCCA.fit()
rCCA.fit_transform()
rCCA.get_factor_loadings()
rCCA.get_params()
rCCA.pairwise_correlations()
rCCA.score()
rCCA.set_params()
rCCA.transform()
CCA.fit()
CCA.fit_transform()
CCA.get_factor_loadings()
CCA.get_params()
CCA.pairwise_correlations()
CCA.score()
CCA.set_params()
CCA.transform()
PLS
PLS.fit()
PLS.fit_transform()
PLS.get_factor_loadings()
PLS.get_params()
PLS.pairwise_correlations()
PLS.score()
PLS.set_params()
PLS.transform()
TCCA.fit()
TCCA.correlations()
TCCA.score()
TCCA.fit_transform()
TCCA.get_factor_loadings()
TCCA.get_params()
TCCA.pairwise_correlations()
TCCA.set_params()
TCCA.transform()
KTCCA
KTCCA.transform()
KTCCA.correlations()
KTCCA.fit()
KTCCA.fit_transform()
KTCCA.get_factor_loadings()
KTCCA.get_params()
KTCCA.pairwise_correlations()
KTCCA.score()
KTCCA.set_params()
PRCCA
PRCCA.fit()
PRCCA.fit_transform()
PRCCA.get_factor_loadings()
PRCCA.get_params()
PRCCA.pairwise_correlations()
PRCCA.score()
PRCCA.set_params()
PRCCA.transform()
GRCCA
GRCCA.fit()
GRCCA.fit_transform()
GRCCA.get_factor_loadings()
GRCCA.get_params()
GRCCA.pairwise_correlations()
GRCCA.score()
GRCCA.set_params()
GRCCA.transform()
IncrementalPLS
IncrementalPLS.fit()
IncrementalPLS.fit_transform()
IncrementalPLS.get_factor_loadings()
IncrementalPLS.get_params()
IncrementalPLS.pairwise_correlations()
IncrementalPLS.score()
IncrementalPLS.set_params()
IncrementalPLS.transform()
PLSStochasticPower
PLSStochasticPower.fit()
PLSStochasticPower.fit_transform()
PLSStochasticPower.get_factor_loadings()
PLSStochasticPower.get_params()
PLSStochasticPower.pairwise_correlations()
PLSStochasticPower.score()
PLSStochasticPower.set_params()
PLSStochasticPower.transform()
PLSGHAGEP
PLSGHAGEP.fit()
PLSGHAGEP.fit_transform()
PLSGHAGEP.get_factor_loadings()
PLSGHAGEP.get_params()
PLSGHAGEP.pairwise_correlations()
PLSGHAGEP.score()
PLSGHAGEP.set_params()
PLSGHAGEP.transform()
CCAGHAGEP
CCAGHAGEP.fit()
CCAGHAGEP.fit_transform()
CCAGHAGEP.get_factor_loadings()
CCAGHAGEP.get_params()
CCAGHAGEP.pairwise_correlations()
CCAGHAGEP.score()
CCAGHAGEP.set_params()
CCAGHAGEP.transform()
RCCAGHAGEP
RCCAGHAGEP.fit()
RCCAGHAGEP.fit_transform()
RCCAGHAGEP.get_factor_loadings()
RCCAGHAGEP.get_params()
RCCAGHAGEP.pairwise_correlations()
RCCAGHAGEP.score()
RCCAGHAGEP.set_params()
RCCAGHAGEP.transform()
PLSEigenGame
PLSEigenGame.fit()
PLSEigenGame.fit_transform()
PLSEigenGame.get_factor_loadings()
PLSEigenGame.get_params()
PLSEigenGame.pairwise_correlations()
PLSEigenGame.score()
PLSEigenGame.set_params()
PLSEigenGame.transform()
CCAEigenGame
CCAEigenGame.fit()
CCAEigenGame.fit_transform()
CCAEigenGame.get_factor_loadings()
CCAEigenGame.get_params()
CCAEigenGame.pairwise_correlations()
CCAEigenGame.score()
CCAEigenGame.set_params()
CCAEigenGame.transform()
RCCAEigenGame
RCCAEigenGame.fit()
RCCAEigenGame.fit_transform()
RCCAEigenGame.get_factor_loadings()
RCCAEigenGame.get_params()
RCCAEigenGame.pairwise_correlations()
RCCAEigenGame.score()
RCCAEigenGame.set_params()
RCCAEigenGame.transform()
ProbabilisticCCA
ProbabilisticCCA.fit()
ProbabilisticCCA.transform()
ProbabilisticCCA.fit_transform()
ProbabilisticCCA.get_factor_loadings()
ProbabilisticCCA.get_params()
ProbabilisticCCA.pairwise_correlations()
ProbabilisticCCA.score()
ProbabilisticCCA.set_params()
GridSearchCV
GridSearchCV.fit()
RandomizedSearchCV
RandomizedSearchCV.fit()
cross_validate()
learning_curve()
permutation_test_score()
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