SPGP_geomod-class: Sparse Gaussian Process for Implicit Geological Modeling

In italo-goncalves/geomod3D: Implicit 3D Geological Modeling and Geostatistics

Description

Implicit geological using Gaussian Processes and compositional relations among the geological classes. Extends the GP_geomod class.

Usage

SPGP_geomod(data, value1, value2 = value1, model, nugget, tangents = NULL,
  pseudo_inputs, pseudo_tangents = NULL, variational = T,
  enforce.contacts = F, reg.v = 1e-09, reg.t = 1e-09)

Slots

GPs

A list containing one GP object per class.

params

A list containing modeling parameters such as the noise variance and regularization factors.

See Also

SPGP_geomod-init, GP_geomod-class

italo-goncalves/geomod3D documentation built on May 24, 2019, 2:49 p.m.