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) close() (jcmoptimizer.Benchmark method) (jcmoptimizer.Client method) (jcmoptimizer.Study method)

CMAES (class in jcmoptimizer) configuration (jcmoptimizer.Study property) configure() (jcmoptimizer.Study method) connect() (jcmoptimizer.Client method) covariance (jcmoptimizer.BayesianLeastSquares property) (jcmoptimizer.ScipyLeastSquares property) 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) download_neural_network() (jcmoptimizer.ActiveLearning method) Driver (class in jcmoptimizer) driver (jcmoptimizer.Study property)

F

from_file() (jcmoptimizer.utils.NeuralNetworkEnsemblePredictor class method)

G

get_active_learning_configuration() (jcmoptimizer.BayesianLeastSquares method) (jcmoptimizer.BayesianOptimization method) (jcmoptimizer.BayesianReconstruction method) get_best_sample() (jcmoptimizer.BayesianLeastSquares method) (jcmoptimizer.BayesianOptimization method) (jcmoptimizer.BayesianReconstruction method) (jcmoptimizer.CMAES method) (jcmoptimizer.DifferentialEvolution method) (jcmoptimizer.ScipyLeastSquares method) (jcmoptimizer.ScipyMinimizer method) get_configuration() (jcmoptimizer.Study method) get_covariance() (jcmoptimizer.BayesianLeastSquares method) (jcmoptimizer.ScipyLeastSquares method) get_data() (jcmoptimizer.Benchmark method) get_min_objective() (jcmoptimizer.BayesianLeastSquares method) (jcmoptimizer.BayesianOptimization method) (jcmoptimizer.BayesianReconstruction method) (jcmoptimizer.CMAES method) (jcmoptimizer.DifferentialEvolution method) (jcmoptimizer.ScipyLeastSquares method) (jcmoptimizer.ScipyMinimizer 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) get_uncertainties() (jcmoptimizer.BayesianLeastSquares method) (jcmoptimizer.ScipyLeastSquares 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.Server property) (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

NeuralNetworkEnsemblePredictor (class in jcmoptimizer.utils)

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) (jcmoptimizer.utils.NeuralNetworkEnsemblePredictor 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) shutdown_server_at() (jcmoptimizer.Client method) start_clock() (jcmoptimizer.Study method) studies (jcmoptimizer.Benchmark property) Study (class in jcmoptimizer) Suggestion (class in jcmoptimizer)

T

train() (jcmoptimizer.ActiveLearning method)

U

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