TransformsΒΆ

torch_openreml.covariance.transform.Transform()

Abstract base class for mathematical transforms.

torch_openreml.covariance.transform.TransformChain(chain)

Composition of multiple Transform objects applied sequentially.

torch_openreml.covariance.transform.TransformExp()

Exponential transform using the natural exponential function.

torch_openreml.covariance.transform.TransformExp2()

Base-2 exponential transform.

torch_openreml.covariance.transform.TransformExp10()

Base-10 exponential transform.

torch_openreml.covariance.transform.TransformExpPow2()

Exponential transform with exponent scaled by 2.

torch_openreml.covariance.transform.TransformIdentity()

Identity transform.

torch_openreml.covariance.transform.TransformPow([...])

Power transform with configurable exponent.

torch_openreml.covariance.transform.TransformScaleShift(a)

Affine transform with configurable scale and shift.

torch_openreml.covariance.transform.TransformSigmoid()

Sigmoid transform mapping reals to the open unit interval.