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CWGP

Project description

Compositionally Warped Gaussian Processes

This package is dedicated to realizing methods used in this paper.

Tutorial

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Transformations

Sinh-Arcsinh (sa)

from cwgp.transformations import sa

Arcsinh (asinh)

from cwgp.transformations import asinh

Box-Cox (box_cox)

from cwgp.transformations import box_cox

Sinh-Arcsinh and Affine (SAL)

from cwgp.transformations import sal

Kernels

Ornstein-Uhlenbeck Kernel

from cwgp.kernel import OU

Radial Basis function Kernel

from cwgp.kernel import RBF

Project details


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