package gpr

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package gpr

gpr
- CHANGES
- LICENSE
- README
- Library gpr
  - Gpr
    
    Block_diag
    
    Cov_const
    
    Params
    
    Eval
    
    Kernel
    
    Inducing
    
    Input
    
    Inputs
    
    Deriv
    
    Eval
    
    Hyper
    
    Inducing
    
    Inputs
    
    Cov_lin_ard
    
    Params
    
    Eval
    
    Kernel
    
    Inducing
    
    Input
    
    Inputs
    
    Deriv
    
    Eval
    
    Hyper
    
    Inducing
    
    Inputs
    
    Cov_lin_one
    
    Params
    
    Eval
    
    Kernel
    
    Inducing
    
    Input
    
    Inputs
    
    Deriv
    
    Eval
    
    Hyper
    
    Inducing
    
    Inputs
    
    Cov_se_fat
    
    Params
    
    Eval
    
    Kernel
    
    Inducing
    
    Input
    
    Inputs
    
    Proj_hyper
    
    Dim_hyper
    
    Inducing_hyper
    
    Hyper_repr
    
    Deriv
    
    Eval
    
    Hyper
    
    Inducing
    
    Inputs
    
    Cov_se_iso
    
    Params
    
    Eval
    
    Kernel
    
    Inducing
    
    Input
    
    Inputs
    
    Deriv
    
    Eval
    
    Hyper
    
    Inducing
    
    Inputs
    
    Fitc_gp
    
    Sig
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Make_FITC
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Make_FIC
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Make_variational_FITC
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Make_variational_FIC
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Make
    
    Sig
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    FITC
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    FIC
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Variational_FITC
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Variational_FIC
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Deriv_sig
    
    Eval
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Deriv
    
    Spec
    
    Inducing
    
    Inputs
    
    Model
    
    Trained
    
    Test
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    Make_FITC_deriv
    
    Eval
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Deriv
    
    Spec
    
    Inducing
    
    Inputs
    
    Model
    
    Trained
    
    Test
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    Make_FIC_deriv
    
    Eval
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Deriv
    
    Spec
    
    Inducing
    
    Inputs
    
    Model
    
    Trained
    
    Test
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    Make_variational_FITC_deriv
    
    Eval
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Deriv
    
    Spec
    
    Inducing
    
    Inputs
    
    Model
    
    Trained
    
    Test
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    Make_variational_FIC_deriv
    
    Eval
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Deriv
    
    Spec
    
    Inducing
    
    Inputs
    
    Model
    
    Trained
    
    Test
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    Make_deriv
    
    Sig
    
    Eval
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Deriv
    
    Spec
    
    Inducing
    
    Inputs
    
    Model
    
    Trained
    
    Test
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    FITC
    
    Eval
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Deriv
    
    Spec
    
    Inducing
    
    Inputs
    
    Model
    
    Trained
    
    Test
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    FIC
    
    Eval
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Deriv
    
    Spec
    
    Inducing
    
    Inputs
    
    Model
    
    Trained
    
    Test
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    Variational_FITC
    
    Eval
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Deriv
    
    Spec
    
    Inducing
    
    Inputs
    
    Model
    
    Trained
    
    Test
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    Variational_FIC
    
    Eval
    
    Spec
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Deriv
    
    Spec
    
    Inducing
    
    Inputs
    
    Model
    
    Trained
    
    Test
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    Interfaces
    
    Sparse_indices
    
    Specs
    
    Kernel
    
    Eval
    
    Kernel
    
    Inducing
    
    Input
    
    Inputs
    
    Deriv
    
    Eval
    
    Kernel
    
    Inducing
    
    Input
    
    Inputs
    
    Hyper
    
    Inducing
    
    Inputs
    
    Optimizer
    
    Eval
    
    Kernel
    
    Inducing
    
    Input
    
    Inputs
    
    Var
    
    Input
    
    Inputs
    
    Sigs
    
    Eval
    
    Spec
    
    Kernel
    
    Inducing
    
    Input
    
    Inputs
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Deriv
    
    Eval
    
    Spec
    
    Kernel
    
    Inducing
    
    Input
    
    Inputs
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Deriv
    
    Spec
    
    Eval
    
    Hyper
    
    Inducing
    
    Inputs
    
    Inducing
    
    Inputs
    
    Model
    
    Trained
    
    Test
    
    Optim
    
    Gsl
    
    SGD
    
    SMD
    
    Optimizer
    
    Eval
    
    Spec
    
    Kernel
    
    Inducing
    
    Input
    
    Inputs
    
    Inducing
    
    Input
    
    Inputs
    
    Model
    
    Trained
    
    Stats
    
    Mean_predictor
    
    Mean
    
    Means
    
    Co_variance_predictor
    
    Variance
    
    Variances
    
    Covariances
    
    Sampler
    
    Cov_sampler
    
    Optimizer
    
    Spec
    
    Eval
    
    Var
    
    Input
    
    Inputs
    
    Utils
    
    Unix
    
    Int_vec
    
    Version
- Sources
  - gpr
    
    block_diag.ml
    
    cov_const.ml
    
    cov_lin_ard.ml
    
    cov_lin_one.ml
    
    cov_se_fat.ml
    
    cov_se_iso.ml
    
    fitc_gp.ml
    
    gpr.ml
    
    interfaces.ml
    
    utils.ml
    
    version.ml

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Parameter
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Class type
Source

Module `Fitc_gp.Make_deriv`Source

Parameters

module Spec : Interfaces.Specs.Deriv

Signature

Source

module type Sig =
  Interfaces.Sigs.Deriv
    with module Eval.Spec = Spec.Eval
    with module Deriv.Spec = Spec

Sourcemodule FITC : Sig

Source

module FIC : 
  Sig
    with module Eval.Inducing = FITC.Eval.Inducing
    with module Eval.Input = FITC.Eval.Input
    with module Eval.Inputs = FITC.Eval.Inputs
    with module Eval.Model = FITC.Eval.Model
    with module Eval.Trained = FITC.Eval.Trained
    with module Eval.Mean_predictor = FITC.Eval.Mean_predictor
    with module Eval.Co_variance_predictor = FITC.Eval.Co_variance_predictor
    with module Eval.Mean = FITC.Eval.Mean
    with module Eval.Means = FITC.Eval.Means
    with module Eval.Variance = FITC.Eval.Variance
    with module Eval.Variances = FITC.Eval.Variances
    with module Eval.Sampler = FITC.Eval.Sampler
    with module Deriv.Inducing = FITC.Deriv.Inducing
    with module Deriv.Inputs = FITC.Deriv.Inputs
    with module Deriv.Model = FITC.Deriv.Model
    with module Deriv.Trained = FITC.Deriv.Trained

Source

module Variational_FITC : 
  Sig
    with module Eval.Inducing = FITC.Eval.Inducing
    with module Eval.Input = FITC.Eval.Input
    with module Eval.Inputs = FITC.Eval.Inputs
    with module Deriv.Inducing = FITC.Deriv.Inducing
    with module Deriv.Inputs = FITC.Deriv.Inputs

Source

module Variational_FIC : 
  Sig
    with module Eval.Inducing = Variational_FITC.Eval.Inducing
    with module Eval.Input = Variational_FITC.Eval.Input
    with module Eval.Inputs = Variational_FITC.Eval.Inputs
    with module Eval.Model = Variational_FITC.Eval.Model
    with module Eval.Trained = Variational_FITC.Eval.Trained
    with module Eval.Mean_predictor = Variational_FITC.Eval.Mean_predictor
    with module Eval.Co_variance_predictor =
           Variational_FITC.Eval.Co_variance_predictor
    with module Eval.Mean = Variational_FITC.Eval.Mean
    with module Eval.Means = Variational_FITC.Eval.Means
    with module Eval.Variance = Variational_FITC.Eval.Variance
    with module Eval.Variances = Variational_FITC.Eval.Variances
    with module Eval.Sampler = Variational_FITC.Eval.Sampler
    with module Deriv.Inducing = Variational_FITC.Deriv.Inducing
    with module Deriv.Inputs = Variational_FITC.Deriv.Inputs
    with module Deriv.Model = Variational_FITC.Deriv.Model
    with module Deriv.Trained = Variational_FITC.Deriv.Trained

package gpr

Module Fitc_gp.Make_derivSource

Parameters

Signature

Module `Fitc_gp.Make_deriv`Source