package gpr

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Parameters
Signature

package gpr

gpr
- Gpr
- Gpr_block_diag
- Gpr_cov_const
  - Deriv
    
    Hyper
    
    Inducing
    
    Inputs
  - Eval
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
  - Params
- Gpr_cov_lin_ard
  - Deriv
    
    Hyper
    
    Inducing
    
    Inputs
  - Eval
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
  - Params
- Gpr_cov_lin_one
  - Deriv
    
    Hyper
    
    Inducing
    
    Inputs
  - Eval
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
  - Params
- Gpr_cov_se_fat
  - Deriv
    
    Hyper
    
    Inducing
    
    Inputs
  - Dim_hyper
  - Eval
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
  - Hyper_repr
  - Inducing_hyper
  - Params
  - Proj_hyper
- Gpr_cov_se_iso
  - Deriv
    
    Hyper
    
    Inducing
    
    Inputs
  - Eval
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
  - Params
- Gpr_fitc_gp
  - Deriv_sig
    
    Deriv
    
    Inducing
    
    Inputs
    
    Model
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    Test
    
    Trained
    
    Eval
    
    Co_variance_predictor
    
    Cov_sampler
    
    Covariances
    
    Inducing
    
    Input
    
    Inputs
    
    Mean
    
    Mean_predictor
    
    Means
    
    Model
    
    Sampler
    
    Stats
    
    Trained
    
    Variance
    
    Variances
    
    Spec
    
    Eval
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
    
    Hyper
    
    Inducing
    
    Inputs
  - Make
    
    FIC
    
    Cov_sampler
    
    Covariances
    
    Stats
    
    FITC
    
    Co_variance_predictor
    
    Cov_sampler
    
    Covariances
    
    Inducing
    
    Input
    
    Inputs
    
    Mean
    
    Mean_predictor
    
    Means
    
    Model
    
    Sampler
    
    Stats
    
    Trained
    
    Variance
    
    Variances
    
    Sig
    
    Co_variance_predictor
    
    Cov_sampler
    
    Covariances
    
    Inducing
    
    Input
    
    Inputs
    
    Mean
    
    Mean_predictor
    
    Means
    
    Model
    
    Sampler
    
    Stats
    
    Trained
    
    Variance
    
    Variances
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
    
    Variational_FIC
    
    Cov_sampler
    
    Covariances
    
    Stats
    
    Variational_FITC
    
    Co_variance_predictor
    
    Cov_sampler
    
    Covariances
    
    Mean
    
    Mean_predictor
    
    Means
    
    Model
    
    Sampler
    
    Stats
    
    Trained
    
    Variance
    
    Variances
  - Make_FIC
    
    Co_variance_predictor
    
    Cov_sampler
    
    Covariances
    
    Inducing
    
    Input
    
    Inputs
    
    Mean
    
    Mean_predictor
    
    Means
    
    Model
    
    Sampler
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
    
    Stats
    
    Trained
    
    Variance
    
    Variances
  - Make_FIC_deriv
    
    Deriv
    
    Inducing
    
    Inputs
    
    Model
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    Test
    
    Trained
    
    Eval
    
    Co_variance_predictor
    
    Cov_sampler
    
    Covariances
    
    Inducing
    
    Input
    
    Inputs
    
    Mean
    
    Mean_predictor
    
    Means
    
    Model
    
    Sampler
    
    Stats
    
    Trained
    
    Variance
    
    Variances
    
    Spec
    
    Eval
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
    
    Hyper
    
    Inducing
    
    Inputs
  - Make_FITC
    
    Co_variance_predictor
    
    Cov_sampler
    
    Covariances
    
    Inducing
    
    Input
    
    Inputs
    
    Mean
    
    Mean_predictor
    
    Means
    
    Model
    
    Sampler
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
    
    Stats
    
    Trained
    
    Variance
    
    Variances
  - Make_FITC_deriv
    
    Deriv
    
    Inducing
    
    Inputs
    
    Model
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    Test
    
    Trained
    
    Eval
    
    Co_variance_predictor
    
    Cov_sampler
    
    Covariances
    
    Inducing
    
    Input
    
    Inputs
    
    Mean
    
    Mean_predictor
    
    Means
    
    Model
    
    Sampler
    
    Stats
    
    Trained
    
    Variance
    
    Variances
    
    Spec
    
    Eval
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
    
    Hyper
    
    Inducing
    
    Inputs
  - Make_deriv
    
    FIC
    
    Deriv
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    Test
    
    Eval
    
    Cov_sampler
    
    Covariances
    
    Stats
    
    FITC
    
    Deriv
    
    Inducing
    
    Inputs
    
    Model
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    Test
    
    Trained
    
    Eval
    
    Co_variance_predictor
    
    Cov_sampler
    
    Covariances
    
    Inducing
    
    Input
    
    Inputs
    
    Mean
    
    Mean_predictor
    
    Means
    
    Model
    
    Sampler
    
    Stats
    
    Trained
    
    Variance
    
    Variances
    
    Sig
    
    Deriv
    
    Inducing
    
    Inputs
    
    Model
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    Test
    
    Trained
    
    Eval
    
    Co_variance_predictor
    
    Cov_sampler
    
    Covariances
    
    Inducing
    
    Input
    
    Inputs
    
    Mean
    
    Mean_predictor
    
    Means
    
    Model
    
    Sampler
    
    Stats
    
    Trained
    
    Variance
    
    Variances
    
    Spec
    
    Eval
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
    
    Hyper
    
    Inducing
    
    Inputs
    
    Variational_FIC
    
    Deriv
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    Test
    
    Eval
    
    Cov_sampler
    
    Covariances
    
    Stats
    
    Variational_FITC
    
    Deriv
    
    Model
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    Test
    
    Trained
    
    Eval
    
    Co_variance_predictor
    
    Cov_sampler
    
    Covariances
    
    Mean
    
    Mean_predictor
    
    Means
    
    Model
    
    Sampler
    
    Stats
    
    Trained
    
    Variance
    
    Variances
  - Make_variational_FIC
    
    Co_variance_predictor
    
    Cov_sampler
    
    Covariances
    
    Inducing
    
    Input
    
    Inputs
    
    Mean
    
    Mean_predictor
    
    Means
    
    Model
    
    Sampler
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
    
    Stats
    
    Trained
    
    Variance
    
    Variances
  - Make_variational_FIC_deriv
    
    Deriv
    
    Inducing
    
    Inputs
    
    Model
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    Test
    
    Trained
    
    Eval
    
    Co_variance_predictor
    
    Cov_sampler
    
    Covariances
    
    Inducing
    
    Input
    
    Inputs
    
    Mean
    
    Mean_predictor
    
    Means
    
    Model
    
    Sampler
    
    Stats
    
    Trained
    
    Variance
    
    Variances
    
    Spec
    
    Eval
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
    
    Hyper
    
    Inducing
    
    Inputs
  - Make_variational_FITC
    
    Co_variance_predictor
    
    Cov_sampler
    
    Covariances
    
    Inducing
    
    Input
    
    Inputs
    
    Mean
    
    Mean_predictor
    
    Means
    
    Model
    
    Sampler
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
    
    Stats
    
    Trained
    
    Variance
    
    Variances
  - Make_variational_FITC_deriv
    
    Deriv
    
    Inducing
    
    Inputs
    
    Model
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    Test
    
    Trained
    
    Eval
    
    Co_variance_predictor
    
    Cov_sampler
    
    Covariances
    
    Inducing
    
    Input
    
    Inputs
    
    Mean
    
    Mean_predictor
    
    Means
    
    Model
    
    Sampler
    
    Stats
    
    Trained
    
    Variance
    
    Variances
    
    Spec
    
    Eval
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
    
    Hyper
    
    Inducing
    
    Inputs
  - Sig
    
    Co_variance_predictor
    
    Cov_sampler
    
    Covariances
    
    Inducing
    
    Input
    
    Inputs
    
    Mean
    
    Mean_predictor
    
    Means
    
    Model
    
    Sampler
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
    
    Stats
    
    Trained
    
    Variance
    
    Variances
- Gpr_interfaces
  - Sigs
    
    Deriv
    
    Deriv
    
    Inducing
    
    Inputs
    
    Model
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    Spec
    
    Hyper
    
    Inducing
    
    Inputs
    
    Test
    
    Trained
    
    Eval
    
    Co_variance_predictor
    
    Cov_sampler
    
    Covariances
    
    Inducing
    
    Input
    
    Inputs
    
    Mean
    
    Mean_predictor
    
    Means
    
    Model
    
    Sampler
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
    
    Stats
    
    Trained
    
    Variance
    
    Variances
    
    Eval
    
    Co_variance_predictor
    
    Cov_sampler
    
    Covariances
    
    Inducing
    
    Input
    
    Inputs
    
    Mean
    
    Mean_predictor
    
    Means
    
    Model
    
    Sampler
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
    
    Stats
    
    Trained
    
    Variance
    
    Variances
    
    Optimizer
    
    Eval
    
    Co_variance_predictor
    
    Cov_sampler
    
    Covariances
    
    Inducing
    
    Input
    
    Inputs
    
    Mean
    
    Mean_predictor
    
    Means
    
    Model
    
    Sampler
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
    
    Stats
    
    Trained
    
    Variance
    
    Variances
    
    Optimizer
    
    Spec
    
    Input
    
    Inputs
    
    Var
  - Specs
    
    Deriv
    
    Eval
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
    
    Hyper
    
    Inducing
    
    Inputs
    
    Eval
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
    
    Kernel
    
    Optimizer
    
    Eval
    
    Inducing
    
    Input
    
    Inputs
    
    Kernel
    
    Input
    
    Inputs
    
    Var
- Gpr_utils
  - Int_vec
- Gpr_version

Legend:
Library
Module
Module type
Parameter
Class
Class type

Parameters

module Spec : Gpr_interfaces.Specs.Deriv

Signature

module Eval : Gpr_interfaces.Sigs.Eval with module Spec = Spec.Eval

Sub-modules for learning without derivatives.

module Deriv : sig ... end

Sub-modules for learning with derivatives.