Module ml4opf.layers.hypersimplex_repair

Differentiable repair layer for the hyper-simplex constraint, ∑x=X, x̲≤x≤x̅.

Classes

class HyperSimplexRepair (xmin: torch.Tensor | None = None,
xmax: torch.Tensor | None = None,
X: torch.Tensor | None = None)

Browse git

Repair layer for the hyper-simplex constraint ∑x=X, x̲≤x≤x̅.

Initialize internal Module state, shared by both nn.Module and ScriptModule.

Ancestors

• torch.nn.modules.module.Module

Methods

def forward(self,
x: torch.Tensor,
xmin: torch.Tensor | None = None,
xmax: torch.Tensor | None = None,
X: torch.Tensor | None = None) ‑> Callable[..., Any]

Browse git

Project onto ∑x=X, x̲≤x≤x̅