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) 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_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.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)