cca-zoo
v1.12.2
Using cca-zoo
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Tutorials and Examples Gallery
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Models
Model Selection
Probabilistic Models
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cca-zoo
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Index
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Index
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A
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B
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C
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D
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E
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F
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G
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K
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L
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M
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N
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P
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R
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S
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T
_
_BaseCCA (class in cca_zoo.models._base)
A
allow_zero_length_dataloader_with_multiple_devices (cca_zoo.deepmodels._dcca_noi.DCCA_NOI attribute)
(cca_zoo.deepmodels._dccae.DCCAE attribute)
(cca_zoo.deepmodels._dtcca.DTCCA attribute)
B
batch_correlation() (cca_zoo.deepmodels._dcca.DCCA method)
best_estimator_ (in module cca_zoo.model_selection.GridSearchCV)
(in module cca_zoo.model_selection.RandomizedSearchCV)
best_index_ (in module cca_zoo.model_selection.GridSearchCV)
(in module cca_zoo.model_selection.RandomizedSearchCV)
best_params_ (in module cca_zoo.model_selection.GridSearchCV)
(in module cca_zoo.model_selection.RandomizedSearchCV)
best_score_ (in module cca_zoo.model_selection.GridSearchCV)
(in module cca_zoo.model_selection.RandomizedSearchCV)
C
CCA (class in cca_zoo.deepmodels._objectives)
(class in cca_zoo.models._rcca)
CCA_Dataset (class in cca_zoo.data.utils)
cca_zoo.data.simulated
module
cca_zoo.data.utils
module
cca_zoo.deepmodels._architectures
module
cca_zoo.deepmodels._dcca
module
cca_zoo.deepmodels._dcca_noi
module
cca_zoo.deepmodels._dccae
module
cca_zoo.deepmodels._dtcca
module
cca_zoo.deepmodels._dvcca
module
cca_zoo.deepmodels._splitae
module
cca_zoo.model_selection.GridSearchCV
module
cca_zoo.model_selection.RandomizedSearchCV
module
cca_zoo.models._base
module
classes_ (in module cca_zoo.model_selection.GridSearchCV)
(in module cca_zoo.model_selection.RandomizedSearchCV)
configure_callbacks() (cca_zoo.deepmodels._dcca.DCCA method)
(cca_zoo.deepmodels._dccae.DCCAE method)
(cca_zoo.deepmodels._dvcca.DVCCA method)
(cca_zoo.deepmodels._splitae.SplitAE method)
correlations() (cca_zoo.models._tcca.KTCCA method)
(cca_zoo.models._tcca.TCCA method)
cv_results_ (in module cca_zoo.model_selection.GridSearchCV)
(in module cca_zoo.model_selection.RandomizedSearchCV)
D
DCCA (class in cca_zoo.deepmodels._dcca)
DCCA_NOI (class in cca_zoo.deepmodels._dcca_noi)
DCCAE (class in cca_zoo.deepmodels._dccae)
DTCCA (class in cca_zoo.deepmodels._dtcca)
DVCCA (class in cca_zoo.deepmodels._dvcca)
E
ElasticCCA (class in cca_zoo.models)
F
feature_names_in_ (in module cca_zoo.model_selection.GridSearchCV)
(in module cca_zoo.model_selection.RandomizedSearchCV)
fit() (cca_zoo.models._base._BaseCCA method)
(cca_zoo.models._gcca.GCCA method)
(cca_zoo.models._gcca.KGCCA method)
(cca_zoo.models._mcca.KCCA method)
(cca_zoo.models._mcca.MCCA method)
(cca_zoo.models._rcca.CCA method)
(cca_zoo.models._rcca.PLS method)
(cca_zoo.models._rcca.rCCA method)
(cca_zoo.models._tcca.KTCCA method)
(cca_zoo.models._tcca.TCCA method)
(cca_zoo.models.ElasticCCA method)
(cca_zoo.models.NCCA method)
(cca_zoo.models.PartialCCA method)
(cca_zoo.models.PLS_ALS method)
(cca_zoo.models.SCCA_ADMM method)
(cca_zoo.models.SCCA_IPLS method)
(cca_zoo.models.SCCA_PMD method)
(cca_zoo.models.SCCA_Span method)
(cca_zoo.models.SWCCA method)
fit_transform() (cca_zoo.models._base._BaseCCA method)
(cca_zoo.models._gcca.GCCA method)
(cca_zoo.models._gcca.KGCCA method)
(cca_zoo.models._mcca.KCCA method)
(cca_zoo.models._mcca.MCCA method)
(cca_zoo.models._rcca.CCA method)
(cca_zoo.models._rcca.PLS method)
(cca_zoo.models._rcca.rCCA method)
(cca_zoo.models._tcca.KTCCA method)
(cca_zoo.models._tcca.TCCA method)
(cca_zoo.models.ElasticCCA method)
(cca_zoo.models.NCCA method)
(cca_zoo.models.PartialCCA method)
(cca_zoo.models.PLS_ALS method)
(cca_zoo.models.SCCA_ADMM method)
(cca_zoo.models.SCCA_IPLS method)
(cca_zoo.models.SCCA_PMD method)
(cca_zoo.models.SCCA_Span method)
(cca_zoo.models.SWCCA method)
forward() (cca_zoo.deepmodels._dcca.DCCA method)
(cca_zoo.deepmodels._dcca_noi.DCCA_NOI method)
(cca_zoo.deepmodels._dccae.DCCAE method)
(cca_zoo.deepmodels._dvcca.DVCCA method)
(cca_zoo.deepmodels._splitae.SplitAE method)
G
GCCA (class in cca_zoo.deepmodels._objectives)
(class in cca_zoo.models._gcca)
generate_covariance_data() (in module cca_zoo.data.simulated)
generate_simple_data() (in module cca_zoo.data.simulated)
get_loadings() (cca_zoo.models._base._BaseCCA method)
(cca_zoo.models._gcca.GCCA method)
(cca_zoo.models._gcca.KGCCA method)
(cca_zoo.models._mcca.KCCA method)
(cca_zoo.models._mcca.MCCA method)
(cca_zoo.models._rcca.CCA method)
(cca_zoo.models._rcca.PLS method)
(cca_zoo.models._rcca.rCCA method)
(cca_zoo.models._tcca.KTCCA method)
(cca_zoo.models._tcca.TCCA method)
(cca_zoo.models.ElasticCCA method)
(cca_zoo.models.NCCA method)
(cca_zoo.models.PartialCCA method)
(cca_zoo.models.PLS_ALS method)
(cca_zoo.models.SCCA_ADMM method)
(cca_zoo.models.SCCA_IPLS method)
(cca_zoo.models.SCCA_PMD method)
(cca_zoo.models.SCCA_Span method)
(cca_zoo.models.SWCCA method)
K
KCCA (class in cca_zoo.models._mcca)
KGCCA (class in cca_zoo.models._gcca)
KTCCA (class in cca_zoo.models._tcca)
L
loss() (cca_zoo.deepmodels._dcca.DCCA method)
(cca_zoo.deepmodels._dcca_noi.DCCA_NOI method)
(cca_zoo.deepmodels._dccae.DCCAE method)
(cca_zoo.deepmodels._dvcca.DVCCA method)
(cca_zoo.deepmodels._splitae.SplitAE method)
M
MCCA (class in cca_zoo.deepmodels._objectives)
(class in cca_zoo.models._mcca)
module
cca_zoo.data.simulated
cca_zoo.data.utils
cca_zoo.deepmodels._architectures
cca_zoo.deepmodels._dcca
cca_zoo.deepmodels._dcca_noi
cca_zoo.deepmodels._dccae
cca_zoo.deepmodels._dtcca
cca_zoo.deepmodels._dvcca
cca_zoo.deepmodels._splitae
cca_zoo.model_selection.GridSearchCV
cca_zoo.model_selection.RandomizedSearchCV
cca_zoo.models._base
multimetric_ (in module cca_zoo.model_selection.GridSearchCV)
(in module cca_zoo.model_selection.RandomizedSearchCV)
N
n_features_in_ (in module cca_zoo.model_selection.GridSearchCV)
(in module cca_zoo.model_selection.RandomizedSearchCV)
n_splits_ (in module cca_zoo.model_selection.GridSearchCV)
(in module cca_zoo.model_selection.RandomizedSearchCV)
NCCA (class in cca_zoo.models)
P
pairwise_correlations() (cca_zoo.models._base._BaseCCA method)
(cca_zoo.models._gcca.GCCA method)
(cca_zoo.models._gcca.KGCCA method)
(cca_zoo.models._mcca.KCCA method)
(cca_zoo.models._mcca.MCCA method)
(cca_zoo.models._rcca.CCA method)
(cca_zoo.models._rcca.PLS method)
(cca_zoo.models._rcca.rCCA method)
(cca_zoo.models._tcca.KTCCA method)
(cca_zoo.models._tcca.TCCA method)
(cca_zoo.models.ElasticCCA method)
(cca_zoo.models.NCCA method)
(cca_zoo.models.PartialCCA method)
(cca_zoo.models.PLS_ALS method)
(cca_zoo.models.SCCA_ADMM method)
(cca_zoo.models.SCCA_IPLS method)
(cca_zoo.models.SCCA_PMD method)
(cca_zoo.models.SCCA_Span method)
(cca_zoo.models.SWCCA method)
PartialCCA (class in cca_zoo.models)
PLS (class in cca_zoo.models._rcca)
PLS_ALS (class in cca_zoo.models)
post_transform() (cca_zoo.deepmodels._dcca.DCCA method)
(cca_zoo.deepmodels._dtcca.DTCCA method)
precision (cca_zoo.deepmodels._dcca_noi.DCCA_NOI attribute)
(cca_zoo.deepmodels._dccae.DCCAE attribute)
(cca_zoo.deepmodels._dtcca.DTCCA attribute)
prepare_data_per_node (cca_zoo.deepmodels._dcca_noi.DCCA_NOI attribute)
(cca_zoo.deepmodels._dccae.DCCAE attribute)
(cca_zoo.deepmodels._dtcca.DTCCA attribute)
R
rCCA (class in cca_zoo.models._rcca)
recon_uncertainty() (cca_zoo.deepmodels._dvcca.DVCCA method)
refit_time_ (in module cca_zoo.model_selection.GridSearchCV)
(in module cca_zoo.model_selection.RandomizedSearchCV)
S
SCCA_ADMM (class in cca_zoo.models)
SCCA_IPLS (class in cca_zoo.models)
SCCA_PMD (class in cca_zoo.models)
SCCA_Span (class in cca_zoo.models)
score() (cca_zoo.models._base._BaseCCA method)
(cca_zoo.models._gcca.GCCA method)
(cca_zoo.models._gcca.KGCCA method)
(cca_zoo.models._mcca.KCCA method)
(cca_zoo.models._mcca.MCCA method)
(cca_zoo.models._rcca.CCA method)
(cca_zoo.models._rcca.PLS method)
(cca_zoo.models._rcca.rCCA method)
(cca_zoo.models._tcca.KTCCA method)
(cca_zoo.models._tcca.TCCA method)
(cca_zoo.models.ElasticCCA method)
(cca_zoo.models.NCCA method)
(cca_zoo.models.PartialCCA method)
(cca_zoo.models.PLS_ALS method)
(cca_zoo.models.SCCA_ADMM method)
(cca_zoo.models.SCCA_IPLS method)
(cca_zoo.models.SCCA_PMD method)
(cca_zoo.models.SCCA_Span method)
(cca_zoo.models.SWCCA method)
scorer_ (in module cca_zoo.model_selection.GridSearchCV)
(in module cca_zoo.model_selection.RandomizedSearchCV)
SplitAE (class in cca_zoo.deepmodels._splitae)
SWCCA (class in cca_zoo.models)
T
TCCA (class in cca_zoo.deepmodels._objectives)
(class in cca_zoo.models._tcca)
trainer (cca_zoo.deepmodels._dcca_noi.DCCA_NOI attribute)
(cca_zoo.deepmodels._dccae.DCCAE attribute)
(cca_zoo.deepmodels._dtcca.DTCCA attribute)
training (cca_zoo.deepmodels._dcca.DCCA attribute)
(cca_zoo.deepmodels._dcca_noi.DCCA_NOI attribute)
(cca_zoo.deepmodels._dccae.DCCAE attribute)
(cca_zoo.deepmodels._dtcca.DTCCA attribute)
(cca_zoo.deepmodels._dvcca.DVCCA attribute)
(cca_zoo.deepmodels._splitae.SplitAE attribute)
transform() (cca_zoo.models._base._BaseCCA method)
(cca_zoo.models._gcca.GCCA method)
(cca_zoo.models._gcca.KGCCA method)
(cca_zoo.models._mcca.KCCA method)
(cca_zoo.models._mcca.MCCA method)
(cca_zoo.models._rcca.CCA method)
(cca_zoo.models._rcca.PLS method)
(cca_zoo.models._rcca.rCCA method)
(cca_zoo.models._tcca.KTCCA method)
(cca_zoo.models._tcca.TCCA method)
(cca_zoo.models.ElasticCCA method)
(cca_zoo.models.NCCA method)
(cca_zoo.models.PartialCCA method)
(cca_zoo.models.PLS_ALS method)
(cca_zoo.models.SCCA_ADMM method)
(cca_zoo.models.SCCA_IPLS method)
(cca_zoo.models.SCCA_PMD method)
(cca_zoo.models.SCCA_Span method)
(cca_zoo.models.SWCCA method)
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