dagma.nonlinear.DagmaMLP.forward¶

dagma.nonlinear.DagmaMLP.forward(x: torch.Tensor) → torch.Tensor¶

Applies the current states of the structural equations to the dataset X

Parameters:¶

x : torch.Tensor¶

Input dataset with shape \((n,d)\).

Returns:¶

Result of applying the structural equations to the input data. Shape \((n,d)\).

Return type:¶

torch.Tensor