cca-zoo
v1.10.3
Using cca-zoo
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cca-zoo
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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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H
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K
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L
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M
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N
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O
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P
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R
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S
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T
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V
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W
_
_CCA_Base (class in cca_zoo.models._cca_base)
_centre_scale() (cca_zoo.models._cca_base._CCA_Base method)
_centre_scale_transform() (cca_zoo.models._cca_base._CCA_Base method)
A
automatic_optimization (in module cca_zoo.deepmodels.CCALightning)
B
BaseDecoder (class in cca_zoo.deepmodels.architectures)
BaseEncoder (class in cca_zoo.deepmodels.architectures)
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_ALS (class in cca_zoo.models)
CCA_Dataset (class in cca_zoo.data.utils)
cca_zoo.data.simulated (module)
cca_zoo.data.toy (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._cca_base (module)
cca_zoo.probabilisticmodels.vcca (module)
classes_ (in module cca_zoo.model_selection.GridSearchCV)
,
[1]
(in module cca_zoo.model_selection.RandomizedSearchCV)
,
[1]
CNNDecoder (class in cca_zoo.deepmodels.architectures)
CNNEncoder (class in cca_zoo.deepmodels.architectures)
correlations() (cca_zoo.models._cca_base._CCA_Base method)
(cca_zoo.models.CCA_ALS method)
(cca_zoo.models.ElasticCCA method)
(cca_zoo.models.NCCA method)
(cca_zoo.models.PLS_ALS method)
(cca_zoo.models.PMD method)
(cca_zoo.models.ParkhomenkoCCA method)
(cca_zoo.models.PartialCCA method)
(cca_zoo.models.SCCA method)
(cca_zoo.models.SCCA_ADMM method)
(cca_zoo.models.SWCCA method)
(cca_zoo.models.SpanCCA 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.probabilisticmodels.vcca.VariationalCCA method)
current_epoch (in module cca_zoo.deepmodels.CCALightning)
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)
Decoder (class in cca_zoo.deepmodels.architectures)
DTCCA (class in cca_zoo.deepmodels.dtcca)
DVCCA (class in cca_zoo.deepmodels.dvcca)
E
ElasticCCA (class in cca_zoo.models)
Encoder (class in cca_zoo.deepmodels.architectures)
example_input_array (in module cca_zoo.deepmodels.CCALightning)
F
feature_names_in_ (in module cca_zoo.model_selection.GridSearchCV)
(in module cca_zoo.model_selection.RandomizedSearchCV)
fit() (cca_zoo.models._cca_base._CCA_Base method)
(cca_zoo.models.CCA_ALS method)
(cca_zoo.models.ElasticCCA method)
(cca_zoo.models.NCCA method)
(cca_zoo.models.PLS_ALS method)
(cca_zoo.models.PMD method)
(cca_zoo.models.ParkhomenkoCCA method)
(cca_zoo.models.PartialCCA method)
(cca_zoo.models.SCCA method)
(cca_zoo.models.SCCA_ADMM method)
(cca_zoo.models.SWCCA method)
(cca_zoo.models.SpanCCA 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.probabilisticmodels.vcca.VariationalCCA method)
fit_transform() (cca_zoo.models._cca_base._CCA_Base method)
(cca_zoo.models.CCA_ALS method)
(cca_zoo.models.ElasticCCA method)
(cca_zoo.models.NCCA method)
(cca_zoo.models.PLS_ALS method)
(cca_zoo.models.PMD method)
(cca_zoo.models.ParkhomenkoCCA method)
(cca_zoo.models.PartialCCA method)
(cca_zoo.models.SCCA method)
(cca_zoo.models.SCCA_ADMM method)
(cca_zoo.models.SWCCA method)
(cca_zoo.models.SpanCCA 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.probabilisticmodels.vcca.VariationalCCA method)
forward() (cca_zoo.deepmodels.architectures.BaseDecoder method)
(cca_zoo.deepmodels.architectures.BaseEncoder method)
(cca_zoo.deepmodels.architectures.CNNDecoder method)
(cca_zoo.deepmodels.architectures.CNNEncoder method)
(cca_zoo.deepmodels.architectures.Decoder method)
(cca_zoo.deepmodels.architectures.Encoder method)
(cca_zoo.deepmodels.architectures.LinearDecoder method)
(cca_zoo.deepmodels.architectures.LinearEncoder method)
(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._cca_base._CCA_Base method)
(cca_zoo.models.CCA_ALS method)
(cca_zoo.models.ElasticCCA method)
(cca_zoo.models.NCCA method)
(cca_zoo.models.PLS_ALS method)
(cca_zoo.models.PMD method)
(cca_zoo.models.ParkhomenkoCCA method)
(cca_zoo.models.PartialCCA method)
(cca_zoo.models.SCCA method)
(cca_zoo.models.SCCA_ADMM method)
(cca_zoo.models.SWCCA method)
(cca_zoo.models.SpanCCA 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.probabilisticmodels.vcca.VariationalCCA method)
global_rank (in module cca_zoo.deepmodels.CCALightning)
global_step (in module cca_zoo.deepmodels.CCALightning)
H
hparams (in module cca_zoo.deepmodels.CCALightning)
hparams_initial (in module cca_zoo.deepmodels.CCALightning)
K
KCCA (class in cca_zoo.models.mcca)
KGCCA (class in cca_zoo.models.gcca)
KTCCA (class in cca_zoo.models.tcca)
L
LinearDecoder (class in cca_zoo.deepmodels.architectures)
LinearEncoder (class in cca_zoo.deepmodels.architectures)
local_rank (in module cca_zoo.deepmodels.CCALightning)
logger (in module cca_zoo.deepmodels.CCALightning)
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)
model_size (in module cca_zoo.deepmodels.CCALightning)
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)
,
[1]
(in module cca_zoo.model_selection.RandomizedSearchCV)
,
[1]
n_splits_ (in module cca_zoo.model_selection.GridSearchCV)
(in module cca_zoo.model_selection.RandomizedSearchCV)
NCCA (class in cca_zoo.models)
Noisy_MNIST_Dataset (class in cca_zoo.data.toy)
O
on_gpu (in module cca_zoo.deepmodels.CCALightning)
P
ParkhomenkoCCA (class in cca_zoo.models)
PartialCCA (class in cca_zoo.models)
PLS (class in cca_zoo.models.rcca)
PLS_ALS (class in cca_zoo.models)
PMD (class in cca_zoo.models)
post_transform() (cca_zoo.deepmodels.dcca.DCCA method)
(cca_zoo.deepmodels.dtcca.DTCCA method)
R
rCCA (class in cca_zoo.models.rcca)
recon() (cca_zoo.deepmodels.dccae.DCCAE method)
(cca_zoo.deepmodels.dvcca.DVCCA method)
(cca_zoo.deepmodels.splitae.SplitAE method)
recon_loss() (cca_zoo.deepmodels.splitae.SplitAE static method)
refit_time_ (in module cca_zoo.model_selection.GridSearchCV)
(in module cca_zoo.model_selection.RandomizedSearchCV)
S
SCCA (class in cca_zoo.models)
SCCA_ADMM (class in cca_zoo.models)
score() (cca_zoo.models._cca_base._CCA_Base method)
(cca_zoo.models.CCA_ALS method)
(cca_zoo.models.ElasticCCA method)
(cca_zoo.models.NCCA method)
(cca_zoo.models.PLS_ALS method)
(cca_zoo.models.PMD method)
(cca_zoo.models.ParkhomenkoCCA method)
(cca_zoo.models.PartialCCA method)
(cca_zoo.models.SCCA method)
(cca_zoo.models.SCCA_ADMM method)
(cca_zoo.models.SWCCA method)
(cca_zoo.models.SpanCCA 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.probabilisticmodels.vcca.VariationalCCA method)
scorer_ (in module cca_zoo.model_selection.GridSearchCV)
(in module cca_zoo.model_selection.RandomizedSearchCV)
SpanCCA (class in cca_zoo.models)
Split_MNIST_Dataset (class in cca_zoo.data.toy)
SplitAE (class in cca_zoo.deepmodels.splitae)
SWCCA (class in cca_zoo.models)
T
Tangled_MNIST_Dataset (class in cca_zoo.data.toy)
TCCA (class in cca_zoo.deepmodels.objectives)
(class in cca_zoo.models.tcca)
to_numpy() (cca_zoo.data.toy.Split_MNIST_Dataset method)
transform() (cca_zoo.models._cca_base._CCA_Base method)
(cca_zoo.models.CCA_ALS method)
(cca_zoo.models.ElasticCCA method)
(cca_zoo.models.NCCA method)
(cca_zoo.models.PLS_ALS method)
(cca_zoo.models.PMD method)
(cca_zoo.models.ParkhomenkoCCA method)
(cca_zoo.models.PartialCCA method)
(cca_zoo.models.SCCA method)
(cca_zoo.models.SCCA_ADMM method)
(cca_zoo.models.SWCCA method)
(cca_zoo.models.SpanCCA 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.probabilisticmodels.vcca.VariationalCCA method)
truncated_bptt_steps (in module cca_zoo.deepmodels.CCALightning)
V
VariationalCCA (class in cca_zoo.probabilisticmodels.vcca)
vcca_loss() (cca_zoo.deepmodels.dvcca.DVCCA method)
vcca_private_loss() (cca_zoo.deepmodels.dvcca.DVCCA method)
W
weights (cca_zoo.models._cca_base._CCA_Base attribute)
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