Index

A

add_hp() (focus_opt.hp_space.HyperParameterSpace method)

aggregate_evaluations() (focus_opt.config_candidate.ConfigCandidate method)

B

BaseOptimizer (class in focus_opt.optimizers)

BooleanHyperParameter (class in focus_opt.hp_space) budget_error_checks() (focus_opt.helpers.SessionContext method)

C

cached_evaluation_function() (in module focus_opt.config_candidate) can_continue_running() (focus_opt.helpers.SessionContext method) CategoricalHyperParameter (class in focus_opt.hp_space) compare_candidates() (focus_opt.optimizers.BaseOptimizer method)

config_to_candidate() (focus_opt.optimizers.BaseOptimizer method) ConfigCandidate (class in focus_opt.config_candidate) configs_to_candidates() (focus_opt.optimizers.BaseOptimizer method) ContinuousHyperParameter (class in focus_opt.hp_space) crossover() (focus_opt.optimizers.GeneticAlgorithmOptimizer method)

E

evaluate() (focus_opt.config_candidate.ConfigCandidate method)

F

focus_opt module focus_opt.config_candidate module focus_opt.helpers module

focus_opt.hp_space module focus_opt.optimizers module full_evaluation() (focus_opt.config_candidate.ConfigCandidate method)

G

generate_offspring() (focus_opt.optimizers.GeneticAlgorithmOptimizer method)

GeneticAlgorithmOptimizer (class in focus_opt.optimizers)

H

hill_climbing_round() (focus_opt.optimizers.HillClimbingOptimizer method) HillClimbingOptimizer (class in focus_opt.optimizers)

HyperParameter (class in focus_opt.hp_space) HyperParameterSpace (class in focus_opt.hp_space)

I

increment_total_cost() (focus_opt.helpers.SessionContext method)

is_fully_evaluated (focus_opt.config_candidate.ConfigCandidate property)

L

log_performance() (focus_opt.helpers.SessionContext method)

log_trial() (in module focus_opt.optimizers)

M

module focus_opt focus_opt.config_candidate focus_opt.helpers focus_opt.hp_space focus_opt.optimizers

mutate() (focus_opt.optimizers.GeneticAlgorithmOptimizer method)

O

optimize() (focus_opt.optimizers.BaseOptimizer method) (focus_opt.optimizers.GeneticAlgorithmOptimizer method) (focus_opt.optimizers.HillClimbingOptimizer method) (focus_opt.optimizers.RandomSearchOptimizer method)

OrdinalHyperParameter (class in focus_opt.hp_space) out_of_budget_check() (focus_opt.helpers.SessionContext method) OutOfBudgetError

P

param_type (focus_opt.hp_space.HyperParameter property)

R

RandomSearchOptimizer (class in focus_opt.optimizers)

S

sample() (focus_opt.hp_space.BooleanHyperParameter method) (focus_opt.hp_space.CategoricalHyperParameter method) (focus_opt.hp_space.ContinuousHyperParameter method) (focus_opt.hp_space.HyperParameter method) sample_all_neighbors() (focus_opt.hp_space.HyperParameterSpace method) sample_config() (focus_opt.hp_space.HyperParameterSpace method) sample_configs() (focus_opt.hp_space.HyperParameterSpace method) sample_n_neighbors() (focus_opt.hp_space.HyperParameterSpace method)

sample_neighbors() (focus_opt.hp_space.BooleanHyperParameter method) (focus_opt.hp_space.CategoricalHyperParameter method) (focus_opt.hp_space.ContinuousHyperParameter method) (focus_opt.hp_space.HyperParameter method) (focus_opt.hp_space.OrdinalHyperParameter method) sample_unique_configs() (focus_opt.hp_space.HyperParameterSpace method) select_parents() (focus_opt.optimizers.GeneticAlgorithmOptimizer method) SessionContext (class in focus_opt.helpers) successive_halving() (focus_opt.optimizers.BaseOptimizer method)

T

time_out_check() (focus_opt.helpers.SessionContext method)

U

update_best() (focus_opt.optimizers.BaseOptimizer method)