pub type SparseGaussianProcessClassifier<S = Untrained> = VariationalGaussianProcessClassifier<S>;Expand description
SparseGaussianProcessClassifier is the same sparse-variational-GP
classifier as VariationalGaussianProcessClassifier: the SVGP
formulation implemented in this module already performs the full
variational treatment needed for sparse GP classification (an
inducing-point posterior q(u) with a non-conjugate likelihood handled
via Gauss-Hermite quadrature), so a separate, simpler approximation would
not add anything — this is a thin alias rather than duplicated logic.
Aliased Type§
pub struct SparseGaussianProcessClassifier<S = Untrained> { /* private fields */ }