Index

A

active_learning_configuration (jcmoptimizer.BayesianLeastSquares property) (jcmoptimizer.BayesianOptimization property) (jcmoptimizer.BayesianReconstruction property) ActiveLearning (class in jcmoptimizer) add() (jcmoptimizer.Observation method)

add_many() (jcmoptimizer.Study method) add_observation() (jcmoptimizer.Study method) add_observation_data() (jcmoptimizer.Study method) add_study() (jcmoptimizer.Benchmark method) add_study_results() (jcmoptimizer.Benchmark method)

B

BayesianLeastSquares (class in jcmoptimizer) BayesianOptimization (class in jcmoptimizer) BayesianReconstruction (class in jcmoptimizer) Benchmark (class in jcmoptimizer) best_sample (jcmoptimizer.BayesianLeastSquares property) (jcmoptimizer.BayesianOptimization property) (jcmoptimizer.BayesianReconstruction property) (jcmoptimizer.CMAES property) (jcmoptimizer.DifferentialEvolution property) (jcmoptimizer.ScipyLeastSquares property) (jcmoptimizer.ScipyMinimizer property)

C

check_server() (jcmoptimizer.Client method) clear_all_suggestions() (jcmoptimizer.Study method) clear_suggestion() (jcmoptimizer.Study method) Client (class in jcmoptimizer)

CMAES (class in jcmoptimizer) configuration (jcmoptimizer.Study property) configure() (jcmoptimizer.Study method) create_benchmark() (jcmoptimizer.Client method) create_study() (jcmoptimizer.Client method)

D

describe() (jcmoptimizer.ActiveLearning method) (jcmoptimizer.BayesianLeastSquares method) (jcmoptimizer.BayesianOptimization method) (jcmoptimizer.BayesianReconstruction method) (jcmoptimizer.CMAES method) (jcmoptimizer.DifferentialEvolution method) (jcmoptimizer.Driver method) (jcmoptimizer.ScipyLeastSquares method) (jcmoptimizer.ScipyMinimizer method) (jcmoptimizer.Study method)

DifferentialEvolution (class in jcmoptimizer) Driver (class in jcmoptimizer) driver (jcmoptimizer.Study property)

G

get_data() (jcmoptimizer.Benchmark method) get_minima() (jcmoptimizer.ActiveLearning method) (jcmoptimizer.BayesianLeastSquares method) (jcmoptimizer.BayesianOptimization method) (jcmoptimizer.BayesianReconstruction method) get_observation_data() (jcmoptimizer.Study method) get_observed_values() (jcmoptimizer.ActiveLearning method) (jcmoptimizer.BayesianLeastSquares method) (jcmoptimizer.BayesianOptimization method) (jcmoptimizer.BayesianReconstruction method) get_sobol_indices() (jcmoptimizer.ActiveLearning method) get_state() (jcmoptimizer.ActiveLearning method) (jcmoptimizer.BayesianLeastSquares method) (jcmoptimizer.BayesianOptimization method) (jcmoptimizer.BayesianReconstruction method) (jcmoptimizer.CMAES method) (jcmoptimizer.DifferentialEvolution method) (jcmoptimizer.Driver method) (jcmoptimizer.ScipyLeastSquares method) (jcmoptimizer.ScipyMinimizer method) (jcmoptimizer.Study method)

get_statistics() (jcmoptimizer.ActiveLearning method) (jcmoptimizer.BayesianLeastSquares method) (jcmoptimizer.BayesianOptimization method) (jcmoptimizer.BayesianReconstruction method) get_suggestion() (jcmoptimizer.Study method)

H

historic_parameter_values() (jcmoptimizer.ActiveLearning method) (jcmoptimizer.BayesianLeastSquares method) (jcmoptimizer.BayesianOptimization method) (jcmoptimizer.BayesianReconstruction method) (jcmoptimizer.CMAES method) (jcmoptimizer.DifferentialEvolution method) (jcmoptimizer.Driver method) (jcmoptimizer.ScipyLeastSquares method) (jcmoptimizer.ScipyMinimizer method) (jcmoptimizer.Study method)

host (jcmoptimizer.Server property)

I

id (jcmoptimizer.Suggestion property)

is_done() (jcmoptimizer.Study method)

K

kwargs (jcmoptimizer.Suggestion property)

M

min_objective (jcmoptimizer.BayesianLeastSquares property) (jcmoptimizer.BayesianOptimization property) (jcmoptimizer.BayesianReconstruction property) (jcmoptimizer.CMAES property) (jcmoptimizer.DifferentialEvolution property) (jcmoptimizer.ScipyLeastSquares property) (jcmoptimizer.ScipyMinimizer property)

N

new_observation() (jcmoptimizer.Study method)

O

Observation (class in jcmoptimizer) optimize_hyperparameters() (jcmoptimizer.ActiveLearning method) (jcmoptimizer.BayesianLeastSquares method) (jcmoptimizer.BayesianOptimization method) (jcmoptimizer.BayesianReconstruction method)

override_parameter() (jcmoptimizer.ActiveLearning method) (jcmoptimizer.BayesianLeastSquares method) (jcmoptimizer.BayesianOptimization method) (jcmoptimizer.BayesianReconstruction method)

P

pid (jcmoptimizer.Server property) port (jcmoptimizer.Server property) predict() (jcmoptimizer.ActiveLearning method) (jcmoptimizer.BayesianLeastSquares method) (jcmoptimizer.BayesianOptimization method) (jcmoptimizer.BayesianReconstruction method)

R

run() (jcmoptimizer.Benchmark method) (jcmoptimizer.Study method)

run_mcmc() (jcmoptimizer.ActiveLearning method) (jcmoptimizer.BayesianLeastSquares method) (jcmoptimizer.BayesianReconstruction method)

S

ScipyLeastSquares (class in jcmoptimizer) ScipyMinimizer (class in jcmoptimizer) Server (class in jcmoptimizer) set_evaluator() (jcmoptimizer.Benchmark method) (jcmoptimizer.Study method)

shutdown() (jcmoptimizer.Server method) shutdown_server() (jcmoptimizer.Client method) start_clock() (jcmoptimizer.Study method) studies (jcmoptimizer.Benchmark property) Study (class in jcmoptimizer) Suggestion (class in jcmoptimizer)

U

uncertainties (jcmoptimizer.BayesianLeastSquares property) (jcmoptimizer.ScipyLeastSquares property)