Index

_

__init__() (in module gpclarity.data_influence) (in module gpclarity.hyperparam_tracker)

C

check_model_health (in module gpclarity) clear_cache() (in module gpclarity.data_influence) ComplexityError compute_complexity_score (in module gpclarity)

compute_influence_scores() (in module gpclarity.data_influence) compute_loo_variance_increase() (in module gpclarity.data_influence) compute_noise_ratio (in module gpclarity) compute_roughness_score (in module gpclarity) count_kernel_components (in module gpclarity)

D

DataInfluenceMap (in module gpclarity)

detect_optimization_issues() (in module gpclarity.hyperparam_tracker)

E

extract_kernel_params_flat (in module gpclarity)

F

format_kernel_tree (in module gpclarity)

G

get_convergence_report() (in module gpclarity.hyperparam_tracker) get_influence_report() (in module gpclarity.data_influence) get_lengthscale (in module gpclarity) get_noise_variance (in module gpclarity) get_parameter_trajectory() (in module gpclarity.hyperparam_tracker)

gpclarity module gpclarity.exceptions module GPClarityError

H

history (in module gpclarity.hyperparam_tracker)

HyperparameterTracker (in module gpclarity)

I

InfluenceError interpret_lengthscale (in module gpclarity)

interpret_variance (in module gpclarity) iteration_count (in module gpclarity.hyperparam_tracker)

K

KernelError

L

LinAlgError

M

ModelError module gpclarity gpclarity.exceptions

O

OptimizationError

P

plot_evolution() (in module gpclarity.hyperparam_tracker)

plot_influence() (in module gpclarity.data_influence)

R

record_state() (in module gpclarity.hyperparam_tracker)

S

summarize_kernel (in module gpclarity)

T

to_dataframe() (in module gpclarity.hyperparam_tracker)

TrackingError

U

UncertaintyError

UncertaintyProfiler (in module gpclarity)

V

ValidationError

W

wrapped_optimize() (in module gpclarity.hyperparam_tracker)