Index

_

__author__ (in module rapid_models) __email__ (in module rapid_models)

__version__ (in module rapid_models) _multifold_inv() (in module rapid_models.gp_diagnostics.cv)

A

AL_Cohn96_idx() (in module rapid_models.doe.adaptive_learning)

AL_McKay92_idx() (in module rapid_models.doe.adaptive_learning)

C

check_folds_indices() (in module rapid_models.gp_diagnostics.cv) check_lower_triangular() (in module rapid_models.gp_diagnostics.cv)

check_numeric_array() (in module rapid_models.gp_diagnostics.cv) chol_inv() (in module rapid_models.gp_diagnostics.utils.linalg)

D

dotdot_a_b_aT() (in module rapid_models.doe.adaptive_learning)

dotdot_a_b_aT_for_row_in_a() (in module rapid_models.doe.adaptive_learning)

E

eval_mode() (rapid_models.gp_models.templates.ExactGPModel method) evaluate_GP() (in module rapid_models.gp_diagnostics.metrics)

evaluate_GP_cholesky() (in module rapid_models.gp_diagnostics.metrics) ExactGPModel (class in rapid_models.gp_models.templates)

F

forward() (rapid_models.gp_models.templates.ExactGPModel method)

fullfact_with_bounds() (in module rapid_models.doe) (in module rapid_models.doe.utils)

G

gpytorch_kernel_Matern() (in module rapid_models.gp_models.utils)

gpytorch_likelihood_gaussian() (in module rapid_models.gp_models.utils) gpytorch_mean_constant() (in module rapid_models.gp_models.utils)

I

in_hull() (in module rapid_models.doe) (in module rapid_models.doe.utils)

is_lower_triang() (in module rapid_models.gp_diagnostics.utils.checks) is_numeric_np_array() (in module rapid_models.gp_diagnostics.utils.checks) is_square() (in module rapid_models.gp_diagnostics.utils.checks)

K

kmeans_sample() (in module rapid_models.doe) (in module rapid_models.doe.utils)

L

lhs_with_bounds() (in module rapid_models.doe) (in module rapid_models.doe.utils) load() (rapid_models.gp_models.templates.ExactGPModel method)

log_prob_normal() (in module rapid_models.gp_diagnostics.metrics) log_prob_standard_normal() (in module rapid_models.gp_diagnostics.metrics) loo() (in module rapid_models.gp_diagnostics.cv) loo_cholesky() (in module rapid_models.gp_diagnostics.cv)

M

module rapid_models rapid_models.doe rapid_models.doe.adaptive_learning rapid_models.doe.utils rapid_models.gp_diagnostics rapid_models.gp_diagnostics.cv rapid_models.gp_diagnostics.metrics rapid_models.gp_diagnostics.utils rapid_models.gp_diagnostics.utils.checks rapid_models.gp_diagnostics.utils.linalg rapid_models.gp_diagnostics.utils.stats rapid_models.gp_diagnostics_plots rapid_models.gp_models rapid_models.gp_models.templates rapid_models.gp_models.utils rapid_models.preprocessing rapid_models.preprocessing.scalers rapid_models.rapid_models

mulinv_solve() (in module rapid_models.gp_diagnostics.utils.linalg) mulinv_solve_rev() (in module rapid_models.gp_diagnostics.utils.linalg) multifold() (in module rapid_models.gp_diagnostics.cv) multifold_cholesky() (in module rapid_models.gp_diagnostics.cv)

O

optim_step() (in module rapid_models.gp_models.utils)

P

predict() (rapid_models.gp_models.templates.ExactGPModel method)

print_parameters() (rapid_models.gp_models.templates.ExactGPModel method)

R

rapid_models module rapid_models.doe module rapid_models.doe.adaptive_learning module rapid_models.doe.utils module rapid_models.gp_diagnostics module rapid_models.gp_diagnostics.cv module rapid_models.gp_diagnostics.metrics module rapid_models.gp_diagnostics.utils module rapid_models.gp_diagnostics.utils.checks module

rapid_models.gp_diagnostics.utils.linalg module rapid_models.gp_diagnostics.utils.stats module rapid_models.gp_diagnostics_plots module rapid_models.gp_models module rapid_models.gp_models.templates module rapid_models.gp_models.utils module rapid_models.preprocessing module rapid_models.preprocessing.scalers module rapid_models.rapid_models module

S

save() (rapid_models.gp_models.templates.ExactGPModel method) scale_x_to_box() (in module rapid_models.preprocessing.scalers) scale_x_to_box_inv() (in module rapid_models.preprocessing.scalers) snorm_qq() (in module rapid_models.gp_diagnostics.utils.stats)

split_test_train_fold() (in module rapid_models.gp_diagnostics.utils.stats) standardReScaler() (in module rapid_models.preprocessing.scalers) standardScaler() (in module rapid_models.preprocessing.scalers) symmetrify() (in module rapid_models.gp_diagnostics.utils.linalg)

T

traceprod() (in module rapid_models.gp_diagnostics.utils.linalg) train_mode() (rapid_models.gp_models.templates.ExactGPModel method)

triang_solve() (in module rapid_models.gp_diagnostics.utils.linalg) try_chol() (in module rapid_models.gp_diagnostics.utils.linalg)