package gpr

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Module Fitc_gp.Make_variational_FITCSource

Parameters

Signature

module Spec = Spec

Specification of covariance function

Sourcemodule Inducing : sig ... end

Evaluating inducing inputs

Sourcemodule Input : sig ... end

Evaluating single inputs

Sourcemodule Inputs : sig ... end

Evaluating (multiple) inputs

Sourcemodule Model : sig ... end

(Untrained) model - does not require targets

Sourcemodule Trained : sig ... end

Trained model - requires targets

Sourcemodule Stats : sig ... end

Statistics derived from trained models

Sourcemodule Mean_predictor : sig ... end

Module for making mean predictions

Sourcemodule Mean : sig ... end

Posterior mean for a single input

Sourcemodule Means : sig ... end

Posterior means for (multiple) inputs

Sourcemodule Co_variance_predictor : sig ... end

Module for making (co-)variance predictions

Sourcemodule Variance : sig ... end

Posterior variance for a single input

Sourcemodule Variances : sig ... end

Posterior variances for (multiple) inputs

Sourcemodule Covariances : sig ... end

Posterior covariances

Sourcemodule Sampler : sig ... end

Module for sampling single points from the posterior distribution

Sourcemodule Cov_sampler : sig ... end

Module for sampling (multiple) points from the posterior distribution accounting for their covariance