deepmodels.rst

Deep Models

DCCA

.. automodule:: cca_zoo.deepmodels.dcca
    :members:
    :undoc-members:

DCCA by Non-Linear Orthogonal Iterations

.. automodule:: cca_zoo.deepmodels.dcca_noi
    :members:
    :undoc-members:

Deep Canonically Correlated Autoencoders

.. automodule:: cca_zoo.deepmodels.dccae
    :members:
    :undoc-members:

Deep Tensor CCA

.. automodule:: cca_zoo.deepmodels.dtcca
    :members:
    :undoc-members:

Deep Variational CCA

.. automodule:: cca_zoo.deepmodels.dvcca
    :members:
    :undoc-members:

Split Autoencoders

.. automodule:: cca_zoo.deepmodels.splitae
    :members:
    :undoc-members:

CCALightning Module for training with pytorch-lightning

.. automodule:: cca_zoo.deepmodels.CCALightning
    :members:
    :inherited-members:
    :exclude-members: get_params, set_params

Deep Objectives

.. autoclass:: cca_zoo.deepmodels.objectives.CCA
    :members:

.. autoclass:: cca_zoo.deepmodels.objectives.MCCA
    :members:

.. autoclass:: cca_zoo.deepmodels.objectives.GCCA
    :members:

.. autoclass:: cca_zoo.deepmodels.objectives.TCCA
    :members:

Model Architectures

.. automodule:: cca_zoo.deepmodels.architectures