tsicl.utils.scaler.CustomStandardScaler

class tsicl.utils.scaler.CustomStandardScaler(dim: int | tuple = 1, epsilon: float = 1e-05)

Helper class that provides a standard way to create an ABC using inheritance.

fit(X: torch.Tensor, mask: torch.Tensor | None = None) → None

inv_transform(X: torch.Tensor, mask: torch.Tensor | None = None) → torch.Tensor

transform(X: torch.Tensor) → torch.Tensor

__slots__ = ()

dim = 1

epsilon = 1e-05

mean

std