skada.LinearOTMappingAdapter

skada.LinearOTMappingAdapter(reg=1e-08, bias=True)[source]

Domain Adaptation Using Optimal Transport.

Parameters:
regfloat, (default=1e-08)

regularization added to the diagonals of covariances.

bias: bool, optional (default=True)

estimate bias.

Attributes:
ot_transport_object

The OT object based on linear operator between empirical distributions fitted on the source and target data.

Examples using skada.LinearOTMappingAdapter

Optimal Transport Domain Adaptation (OTDA)

Optimal Transport Domain Adaptation (OTDA)