from .. import objectives
from ._dcca import DCCA
[docs]class DTCCA(DCCA):
"""
A class used to fit a DTCCA model.
Is just a thin wrapper round DCCA with the DTCCA objective
References
----------
Wong, Hok Shing, et al. "Deep Tensor CCA for Multi-view Learning." IEEE Transactions on Big Data (2021).
"""
def __init__(
self,
latent_dimensions: int,
encoders=None,
r: float = 0,
eps: float = 1e-5,
**kwargs
):
# Call the parent class constructor with the DTCCA objective function
super().__init__(
latent_dimensions=latent_dimensions,
objective=objectives.TCCA,
encoders=encoders,
r=r,
eps=eps,
**kwargs
)