PySubspace
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Getting Started
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Subspace Methods at a Glance
Concepts Walkthrough
References
Examples
MNIST example with Subspace Method
From PCA to the Subspace Method
References
API Reference
cvt package
Contribution
Coding styles
Contribution rules
Guidelines for writing documentation
Mathematical Notation
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Index
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__init__() (cvt.models.base_class.ConstrainedSMBase method)
(cvt.models.ConstrainedMSM method)
(cvt.models.KernelCMSM method)
(cvt.models.KernelMSM method)
(cvt.models.MutualSubspaceMethod method)
(cvt.models.SubspaceMethod method)
(cvt.models.base_class.KernelCSMBase method)
(cvt.models.base_class.KernelSMBase method)
(cvt.models.base_class.MSMInterface method)
(cvt.models.base_class.SMBase method)
C
calc_eer() (in module cvt.utils.evaluation)
calc_er() (in module cvt.utils.evaluation)
canonical_angle() (in module cvt.utils.base)
canonical_angle_matrix() (in module cvt.utils.base)
canonical_angle_matrix_f() (in module cvt.utils.base)
ConstrainedMSM (class in cvt.models)
(class in cvt.models.cmsm)
ConstrainedSMBase (class in cvt.models.base_class)
,
[1]
cross_similarities() (in module cvt.utils.base)
cvt (module)
cvt.models (module)
cvt.models.base_class (module)
cvt.models.cmsm (module)
cvt.models.kcmsm (module)
cvt.models.kmsm (module)
cvt.models.msm (module)
cvt.models.sm (module)
cvt.utils (module)
cvt.utils.base (module)
,
[1]
cvt.utils.evaluation (module)
,
[1]
cvt.utils.kernel_functions (module)
,
[1]
D
dual_vectors() (in module cvt.utils.base)
F
fast_predict_proba() (cvt.models.kmsm.KernelMSM method)
fit() (cvt.models.base_class.SMBase method)
G
get_params() (cvt.models.base_class.SMBase method)
K
KernelCMSM (class in cvt.models)
(class in cvt.models.kcmsm)
KernelCSMBase (class in cvt.models.base_class)
,
[1]
KernelMSM (class in cvt.models)
(class in cvt.models.kmsm)
KernelSMBase (class in cvt.models.base_class)
,
[1]
L
l2_kernel() (in module cvt.utils.kernel_functions)
linear_kernel() (in module cvt.utils.kernel_functions)
M
max_square_singular_values() (in module cvt.utils.base)
mean_square_singular_values() (in module cvt.utils.base)
MSMInterface (class in cvt.models.base_class)
,
[1]
MutualSubspaceMethod (class in cvt.models)
(class in cvt.models.msm)
P
param_names (cvt.models.base_class.ConstrainedSMBase attribute)
(cvt.models.base_class.KernelCSMBase attribute)
(cvt.models.base_class.KernelSMBase attribute)
(cvt.models.base_class.SMBase attribute)
predict() (cvt.models.base_class.SMBase method)
predict_proba() (cvt.models.base_class.MSMInterface method)
(cvt.models.base_class.SMBase method)
proba2class() (cvt.models.base_class.SMBase method)
R
rbf_kernel() (in module cvt.utils.kernel_functions)
S
set_params() (cvt.models.base_class.SMBase method)
SMBase (class in cvt.models.base_class)
,
[1]
subspace_bases() (in module cvt.utils.base)
SubspaceMethod (class in cvt.models)
(class in cvt.models.sm)
T
test_n_subdims() (cvt.models.base_class.MSMInterface property)