Index

A

accept() (feijoa.search.parameters.Categorical method) (feijoa.search.parameters.Integer method) (feijoa.search.parameters.Parameter method) (feijoa.search.parameters.Real method) acquisition() (in module feijoa.search.oracles.bayesian) add_algorithm() (feijoa.jobs.job.Job method) add_oracle() (feijoa.search.oracles.meta.bandit.ThompsonSampler method) (feijoa.search.oracles.meta.bandit.UCB1 method) (feijoa.search.oracles.meta.bandit.UCBTuned method) (feijoa.search.oracles.meta.meta.MetaOracle method) (feijoa.search.oracles.meta.roundrobin.RoundRobinMeta method) add_seed() (feijoa.jobs.job.Job method) algorithm_cls (feijoa.search.oracles.genetic.BRKGA property) (feijoa.search.oracles.genetic.CMAES property) (feijoa.search.oracles.genetic.DifferentialEvolution property) (feijoa.search.oracles.genetic.DIRECT property) (feijoa.search.oracles.genetic.EPPSO property) (feijoa.search.oracles.genetic.ES property) (feijoa.search.oracles.genetic.G3PCX property) (feijoa.search.oracles.genetic.Genetic attribute) (feijoa.search.oracles.genetic.ISRES property) (feijoa.search.oracles.genetic.NICHEGA property) (feijoa.search.oracles.genetic.PSO property) (feijoa.search.oracles.genetic.SRES property) aliases (feijoa.plugins.plugin.Plugin property) (feijoa.plugins.reducer.DomainReducer attribute) (feijoa.search.oracles.bayesian.Bayesian attribute) (feijoa.search.oracles.genetic.BRKGA attribute) (feijoa.search.oracles.genetic.CMAES attribute) (feijoa.search.oracles.genetic.DifferentialEvolution attribute) (feijoa.search.oracles.genetic.DIRECT attribute) (feijoa.search.oracles.genetic.EPPSO attribute) (feijoa.search.oracles.genetic.ES attribute) (feijoa.search.oracles.genetic.G3PCX attribute) (feijoa.search.oracles.genetic.Genetic attribute) (feijoa.search.oracles.genetic.ISRES attribute) (feijoa.search.oracles.genetic.NICHEGA attribute) (feijoa.search.oracles.genetic.PSO attribute) (feijoa.search.oracles.genetic.SRES attribute) (feijoa.search.oracles.grid.Grid attribute) (feijoa.search.oracles.meta.bandit.ThompsonSampler attribute) (feijoa.search.oracles.meta.bandit.UCB1 attribute) (feijoa.search.oracles.meta.bandit.UCBTuned attribute) (feijoa.search.oracles.meta.meta.MetaOracle property) (feijoa.search.oracles.meta.roundrobin.RoundRobinMeta attribute) (feijoa.search.oracles.oracle.Oracle property) (feijoa.search.oracles.pattern.Pattern attribute) (feijoa.search.oracles.randomized.Random attribute) (feijoa.search.seed.SeedOracle attribute) anchor (feijoa.plugins.plugin.Plugin property) (feijoa.plugins.reducer.DomainReducer attribute) (feijoa.search.oracles.bayesian.Bayesian attribute) (feijoa.search.oracles.genetic.BRKGA attribute) (feijoa.search.oracles.genetic.CMAES attribute) (feijoa.search.oracles.genetic.DifferentialEvolution attribute) (feijoa.search.oracles.genetic.DIRECT attribute) (feijoa.search.oracles.genetic.EPPSO attribute) (feijoa.search.oracles.genetic.ES attribute) (feijoa.search.oracles.genetic.G3PCX attribute) (feijoa.search.oracles.genetic.Genetic attribute) (feijoa.search.oracles.genetic.ISRES attribute) (feijoa.search.oracles.genetic.NICHEGA attribute) (feijoa.search.oracles.genetic.PSO attribute) (feijoa.search.oracles.genetic.SRES attribute) (feijoa.search.oracles.grid.Grid attribute) (feijoa.search.oracles.meta.bandit.ThompsonSampler attribute) (feijoa.search.oracles.meta.bandit.UCB1 attribute) (feijoa.search.oracles.meta.bandit.UCBTuned attribute) (feijoa.search.oracles.meta.meta.MetaOracle property) (feijoa.search.oracles.meta.roundrobin.RoundRobinMeta attribute) (feijoa.search.oracles.oracle.Oracle property) (feijoa.search.oracles.pattern.Pattern attribute) (feijoa.search.oracles.randomized.Random attribute) (feijoa.search.seed.SeedOracle attribute)

apply() (feijoa.models.experiment.Experiment method) args (feijoa.exceptions.DBVersionError attribute) (feijoa.exceptions.DuplicatedJobError attribute) (feijoa.exceptions.ExperimentNotFinishedError attribute) (feijoa.exceptions.InsertExperimentWithTheExistedId attribute) (feijoa.exceptions.InvalidOptimizer attribute) (feijoa.exceptions.InvalidStoragePassed attribute) (feijoa.exceptions.InvalidStorageRFC1738 attribute) (feijoa.exceptions.JobNotFoundError attribute) (feijoa.exceptions.PackageNotInstalledError attribute) (feijoa.exceptions.ParametersIncorrectInputValues attribute) (feijoa.exceptions.SearchOracleNotFoundedError attribute) ask() (feijoa.jobs.job.Job method) (feijoa.search.oracles.bayesian.Bayesian method) (feijoa.search.oracles.genetic.BRKGA method) (feijoa.search.oracles.genetic.CMAES method) (feijoa.search.oracles.genetic.DifferentialEvolution method) (feijoa.search.oracles.genetic.DIRECT method) (feijoa.search.oracles.genetic.EPPSO method) (feijoa.search.oracles.genetic.ES method) (feijoa.search.oracles.genetic.G3PCX method) (feijoa.search.oracles.genetic.Genetic method) (feijoa.search.oracles.genetic.ISRES method) (feijoa.search.oracles.genetic.NICHEGA method) (feijoa.search.oracles.genetic.PSO method) (feijoa.search.oracles.genetic.SRES method) (feijoa.search.oracles.grid.Grid method) (feijoa.search.oracles.meta.bandit.ThompsonSampler method) (feijoa.search.oracles.meta.bandit.UCB1 method) (feijoa.search.oracles.meta.bandit.UCBTuned method) (feijoa.search.oracles.meta.meta.MetaOracle method) (feijoa.search.oracles.meta.roundrobin.RoundRobinMeta method) (feijoa.search.oracles.oracle.Oracle method) (feijoa.search.oracles.pattern.Pattern method) (feijoa.search.oracles.randomized.Random method) (feijoa.search.seed.SeedOracle method) attach() (feijoa.plugins.plugin.Plugin method) (feijoa.plugins.reducer.DomainReducer method) (feijoa.search.oracles.bayesian.Bayesian method) (feijoa.search.oracles.genetic.BRKGA method) (feijoa.search.oracles.genetic.CMAES method) (feijoa.search.oracles.genetic.DifferentialEvolution method) (feijoa.search.oracles.genetic.DIRECT method) (feijoa.search.oracles.genetic.EPPSO method) (feijoa.search.oracles.genetic.ES method) (feijoa.search.oracles.genetic.G3PCX method) (feijoa.search.oracles.genetic.Genetic method) (feijoa.search.oracles.genetic.ISRES method) (feijoa.search.oracles.genetic.NICHEGA method) (feijoa.search.oracles.genetic.PSO method) (feijoa.search.oracles.genetic.SRES method) (feijoa.search.oracles.grid.Grid method) (feijoa.search.oracles.meta.bandit.ThompsonSampler method) (feijoa.search.oracles.meta.bandit.UCB1 method) (feijoa.search.oracles.meta.bandit.UCBTuned method) (feijoa.search.oracles.meta.meta.MetaOracle method) (feijoa.search.oracles.meta.roundrobin.RoundRobinMeta method) (feijoa.search.oracles.oracle.Oracle method) (feijoa.search.oracles.pattern.Pattern method) (feijoa.search.oracles.randomized.Random method) (feijoa.search.seed.SeedOracle method) (feijoa.utils.mixins.Subject method)

B

Bayesian (class in feijoa.search.oracles.bayesian) best_experiment (feijoa.jobs.job.Job property) best_experiment() (feijoa.storages.rdb.storage.RDBStorage method) (feijoa.storages.storage.Storage method) (feijoa.storages.tiny.TinyDBStorage method) best_parameters (feijoa.jobs.job.Job property)

best_value (feijoa.jobs.job.Job property) bounds (feijoa.search.parameters.Categorical property) (feijoa.search.parameters.Integer property) (feijoa.search.parameters.Parameter property) (feijoa.search.parameters.Real property) (feijoa.search.space.SearchSpace property) BRKGA (class in feijoa.search.oracles.genetic)

C

card (feijoa.search.space.SearchSpace property) Categorical (class in feijoa.search.parameters) cleanup() (in module tests.conftest) clear() (feijoa.models.configuration.Configuration method) CMAES (class in feijoa.search.oracles.genetic) Config (feijoa.models.result.Result attribute) Configuration (class in feijoa.models.configuration)

construct() (feijoa.models.experiment.Experiment class method) (feijoa.models.result.Result class method) copy() (feijoa.models.configuration.Configuration method) (feijoa.models.experiment.Experiment method) (feijoa.models.result.Result method) create_job() (in module feijoa.jobs.job) create_timestamp (feijoa.models.experiment.Experiment attribute) (feijoa.storages.rdb.models.ExperimentModel attribute)

D

dataframe (feijoa.jobs.job.Job property) DBVersionError detach() (feijoa.plugins.plugin.Plugin method) (feijoa.plugins.reducer.DomainReducer method) (feijoa.search.oracles.bayesian.Bayesian method) (feijoa.search.oracles.genetic.BRKGA method) (feijoa.search.oracles.genetic.CMAES method) (feijoa.search.oracles.genetic.DifferentialEvolution method) (feijoa.search.oracles.genetic.DIRECT method) (feijoa.search.oracles.genetic.EPPSO method) (feijoa.search.oracles.genetic.ES method) (feijoa.search.oracles.genetic.G3PCX method) (feijoa.search.oracles.genetic.Genetic method) (feijoa.search.oracles.genetic.ISRES method) (feijoa.search.oracles.genetic.NICHEGA method) (feijoa.search.oracles.genetic.PSO method) (feijoa.search.oracles.genetic.SRES method) (feijoa.search.oracles.grid.Grid method) (feijoa.search.oracles.meta.bandit.ThompsonSampler method) (feijoa.search.oracles.meta.bandit.UCB1 method) (feijoa.search.oracles.meta.bandit.UCBTuned method) (feijoa.search.oracles.meta.meta.MetaOracle method) (feijoa.search.oracles.meta.roundrobin.RoundRobinMeta method) (feijoa.search.oracles.oracle.Oracle method) (feijoa.search.oracles.pattern.Pattern method) (feijoa.search.oracles.randomized.Random method) (feijoa.search.seed.SeedOracle method) (feijoa.utils.mixins.Subject method)

dict() (feijoa.models.experiment.Experiment method) (feijoa.models.result.Result method) DifferentialEvolution (class in feijoa.search.oracles.genetic) DIRECT (class in feijoa.search.oracles.genetic) do() (feijoa.importance.evaluator.ImportanceEvaluator method) (feijoa.importance.mdi.MDIEvaluator method) (feijoa.importance.pca.PCAEvaluator method) (feijoa.jobs.job.Job method) DomainReducer (class in feijoa.plugins.reducer) DuplicatedJobError

E

EPPSO (class in feijoa.search.oracles.genetic) ERROR (feijoa.models.experiment.ExperimentState attribute) error_finish() (feijoa.models.experiment.Experiment method) ES (class in feijoa.search.oracles.genetic) Experiment (class in feijoa.models.experiment)

Experiment.Config (class in feijoa.models.experiment) ExperimentModel (class in feijoa.storages.rdb.models) ExperimentNotFinishedError experiments (feijoa.jobs.job.Job property) experiments_count (feijoa.jobs.job.Job property) ExperimentState (class in feijoa.models.experiment)

F

fake_random() (in module tests.test_random_search) faked_random() (in module tests.test_random_search) feijoa module, [1] feijoa.exceptions module feijoa.importance module feijoa.importance.evaluator module feijoa.importance.mdi module feijoa.importance.pca module feijoa.jobs module feijoa.jobs.job module feijoa.models module feijoa.models.configuration module feijoa.models.experiment module feijoa.models.result module feijoa.plugins module feijoa.plugins.plugin module feijoa.plugins.reducer module feijoa.search module feijoa.search.oracles module feijoa.search.oracles.bayesian module feijoa.search.oracles.finder module feijoa.search.oracles.genetic module feijoa.search.oracles.grid module feijoa.search.oracles.meta module feijoa.search.oracles.meta.bandit module feijoa.search.oracles.meta.meta module feijoa.search.oracles.meta.roundrobin module feijoa.search.oracles.oracle module feijoa.search.oracles.pattern module feijoa.search.oracles.randomized module

feijoa.search.parameters module feijoa.search.seed module feijoa.search.space module feijoa.search.visitors module feijoa.storages module feijoa.storages.rdb module feijoa.storages.rdb.models module feijoa.storages.rdb.storage module feijoa.storages.storage module feijoa.storages.tiny module feijoa.utils module feijoa.utils.imports module feijoa.utils.logging module feijoa.utils.misc module feijoa.utils.mixins module feijoa.utils.transformers module feijoa.visualization module feijoa.visualization.edf module feijoa.visualization.evaluations module feijoa.visualization.hist module feijoa.visualization.optimization_history module feijoa.visualization.parallel_coordinates module fetch_classes() (in module feijoa.search.oracles.finder) fetch_oracles() (in module feijoa.search.oracles.finder) fetch_plugins() (in module feijoa.search.oracles.finder) fetch_top_oracles() (in module feijoa.search.oracles.finder) finish_timestamp (feijoa.models.experiment.Experiment attribute) (feijoa.storages.rdb.models.ExperimentModel attribute) from_db_parameters() (feijoa.search.space.SearchSpace class method) from_orm() (feijoa.models.experiment.Experiment class method) (feijoa.models.result.Result class method) from_yaml() (feijoa.search.space.SearchSpace class method) from_yaml_file() (feijoa.search.space.SearchSpace class method) fromkeys() (feijoa.models.configuration.Configuration method)

G

G3PCX (class in feijoa.search.oracles.genetic) Genetic (class in feijoa.search.oracles.genetic) get() (feijoa.models.configuration.Configuration method) (feijoa.search.space.SearchSpace method) get_algo() (in module feijoa.search.oracles.finder) get_dataframe() (feijoa.jobs.job.Job method) get_experiment() (feijoa.storages.rdb.storage.RDBStorage method) (feijoa.storages.storage.Storage method) (feijoa.storages.tiny.TinyDBStorage method) get_experiments_by_job_id() (feijoa.storages.rdb.storage.RDBStorage method) (feijoa.storages.storage.Storage method) (feijoa.storages.tiny.TinyDBStorage method) get_experiments_count() (feijoa.storages.rdb.storage.RDBStorage method) (feijoa.storages.storage.Storage method) (feijoa.storages.tiny.TinyDBStorage method)

get_job_id_by_name() (feijoa.storages.rdb.storage.RDBStorage method) (feijoa.storages.storage.Storage method) (feijoa.storages.tiny.TinyDBStorage method) get_optimizer_name_by_job_id() (feijoa.storages.rdb.storage.RDBStorage method) (feijoa.storages.storage.Storage method) (feijoa.storages.tiny.TinyDBStorage method) get_plugin() (in module feijoa.search.oracles.finder) get_search_space_by_job_id() (feijoa.storages.rdb.storage.RDBStorage method) (feijoa.storages.storage.Storage method) (feijoa.storages.tiny.TinyDBStorage method) get_top_oracle() (in module feijoa.search.oracles.finder) get_unit_value() (feijoa.search.parameters.Categorical method) (feijoa.search.parameters.Integer method) (feijoa.search.parameters.Parameter method) (feijoa.search.parameters.Real method) Grid (class in feijoa.search.oracles.grid)

H

hash (feijoa.models.experiment.Experiment attribute) (feijoa.storages.rdb.models.ExperimentModel attribute)

I

id (feijoa.models.experiment.Experiment attribute) (feijoa.storages.rdb.models.ExperimentModel attribute) (feijoa.storages.rdb.models.JobModel attribute) (feijoa.storages.rdb.models.ParameterModel attribute) (feijoa.storages.rdb.models.SearchSpaceModel attribute) import_or_skip() (in module feijoa.utils.imports) ImportanceEvaluator (class in feijoa.importance.evaluator) ImportWrapper (class in feijoa.utils.imports) in_notebook() (in module feijoa.utils.misc) init() (feijoa.plugins.reducer.DomainReducer method) (in module feijoa.utils.logging) insert() (feijoa.search.space.SearchSpace method) insert_experiment() (feijoa.storages.rdb.storage.RDBStorage method) (feijoa.storages.storage.Storage method) (feijoa.storages.tiny.TinyDBStorage method) insert_job() (feijoa.storages.rdb.storage.RDBStorage method) (feijoa.storages.storage.Storage method) (feijoa.storages.tiny.TinyDBStorage method)

InsertExperimentWithTheExistedId Integer (class in feijoa.search.parameters) integration module InvalidOptimizer InvalidStoragePassed InvalidStorageRFC1738 inverse_transform() (in module feijoa.utils.transformers) is_finished() (feijoa.models.experiment.Experiment method) is_job_name_exists() (feijoa.storages.rdb.storage.RDBStorage method) (feijoa.storages.storage.Storage method) (feijoa.storages.tiny.TinyDBStorage method) is_primitive() (feijoa.search.parameters.Categorical method) (feijoa.search.parameters.Integer method) (feijoa.search.parameters.Parameter method) (feijoa.search.parameters.Real method) ISRES (class in feijoa.search.oracles.genetic) items() (feijoa.models.configuration.Configuration method)

J

Job (class in feijoa.jobs.job) job (feijoa.storages.rdb.models.ExperimentModel attribute) job_id (feijoa.models.experiment.Experiment attribute) (feijoa.storages.rdb.models.ExperimentModel attribute) JobModel (class in feijoa.storages.rdb.models) JobNotFoundError jobs (feijoa.storages.rdb.storage.RDBStorage property) (feijoa.storages.storage.Storage property) (feijoa.storages.tiny.TinyDBStorage property)

jobs_count (feijoa.storages.rdb.storage.RDBStorage property) (feijoa.storages.storage.Storage property) (feijoa.storages.tiny.TinyDBStorage property) json() (feijoa.models.experiment.Experiment method) (feijoa.models.result.Result method)

K

keys() (feijoa.models.configuration.Configuration method)

kind (feijoa.storages.rdb.models.ParameterModel attribute)

L

last_optimizer (feijoa.storages.rdb.models.JobModel attribute)

LazyModuleImportProxy (class in feijoa.utils.imports) load_job() (in module feijoa.jobs.job)

M

maker() (in module feijoa.search.oracles.finder) MDIEvaluator (class in feijoa.importance.mdi) meta (feijoa.search.parameters.Categorical property) (feijoa.search.parameters.Integer property) (feijoa.search.parameters.Parameter property) (feijoa.search.parameters.Real property) (feijoa.storages.rdb.models.ParameterModel attribute) metadata (feijoa.storages.rdb.models.ExperimentModel attribute) (feijoa.storages.rdb.models.JobModel attribute) (feijoa.storages.rdb.models.ParameterModel attribute) (feijoa.storages.rdb.models.SearchSpaceModel attribute) MetaOracle (class in feijoa.search.oracles.meta.meta) metrics (feijoa.models.experiment.Experiment attribute) (feijoa.models.result.Result attribute) (feijoa.storages.rdb.models.ExperimentModel attribute) module feijoa, [1] feijoa.exceptions feijoa.importance feijoa.importance.evaluator feijoa.importance.mdi feijoa.importance.pca feijoa.jobs feijoa.jobs.job feijoa.models feijoa.models.configuration feijoa.models.experiment feijoa.models.result feijoa.plugins feijoa.plugins.plugin feijoa.plugins.reducer feijoa.search feijoa.search.oracles feijoa.search.oracles.bayesian feijoa.search.oracles.finder feijoa.search.oracles.genetic feijoa.search.oracles.grid feijoa.search.oracles.meta feijoa.search.oracles.meta.bandit feijoa.search.oracles.meta.meta feijoa.search.oracles.meta.roundrobin feijoa.search.oracles.oracle feijoa.search.oracles.pattern feijoa.search.oracles.randomized feijoa.search.parameters feijoa.search.seed feijoa.search.space feijoa.search.visitors feijoa.storages feijoa.storages.rdb feijoa.storages.rdb.models feijoa.storages.rdb.storage feijoa.storages.storage feijoa.storages.tiny feijoa.utils feijoa.utils.imports feijoa.utils.logging feijoa.utils.misc feijoa.utils.mixins feijoa.utils.transformers feijoa.visualization feijoa.visualization.edf feijoa.visualization.evaluations feijoa.visualization.hist feijoa.visualization.optimization_history feijoa.visualization.parallel_coordinates integration tests tests.conftest tests.test_bayesian tests.test_experiment tests.test_grid_search tests.test_job tests.test_meta tests.test_minimal tests.test_oracle_parser tests.test_parameters tests.test_random_search tests.test_rdb_storage tests.test_seed tests.test_skopt tests.test_space tests.test_templatesearch tests.test_tinydb

N

name (feijoa.search.oracles.bayesian.Bayesian property) (feijoa.search.oracles.genetic.BRKGA property) (feijoa.search.oracles.genetic.CMAES property) (feijoa.search.oracles.genetic.DifferentialEvolution property) (feijoa.search.oracles.genetic.DIRECT property) (feijoa.search.oracles.genetic.EPPSO property) (feijoa.search.oracles.genetic.ES property) (feijoa.search.oracles.genetic.G3PCX property) (feijoa.search.oracles.genetic.Genetic property) (feijoa.search.oracles.genetic.ISRES property) (feijoa.search.oracles.genetic.NICHEGA property) (feijoa.search.oracles.genetic.PSO property) (feijoa.search.oracles.genetic.SRES property) (feijoa.search.oracles.grid.Grid property) (feijoa.search.oracles.meta.bandit.ThompsonSampler property) (feijoa.search.oracles.meta.bandit.UCB1 property) (feijoa.search.oracles.meta.bandit.UCBTuned property) (feijoa.search.oracles.meta.meta.MetaOracle property) (feijoa.search.oracles.meta.roundrobin.RoundRobinMeta property) (feijoa.search.oracles.oracle.Oracle property) (feijoa.search.oracles.pattern.Pattern property) (feijoa.search.oracles.randomized.Random property) (feijoa.search.seed.SeedOracle property) (feijoa.storages.rdb.models.JobModel attribute) (feijoa.storages.rdb.models.ParameterModel attribute) NICHEGA (class in feijoa.search.oracles.genetic)

notify() (feijoa.plugins.plugin.Plugin method) (feijoa.plugins.reducer.DomainReducer method) (feijoa.search.oracles.bayesian.Bayesian method) (feijoa.search.oracles.genetic.BRKGA method) (feijoa.search.oracles.genetic.CMAES method) (feijoa.search.oracles.genetic.DifferentialEvolution method) (feijoa.search.oracles.genetic.DIRECT method) (feijoa.search.oracles.genetic.EPPSO method) (feijoa.search.oracles.genetic.ES method) (feijoa.search.oracles.genetic.G3PCX method) (feijoa.search.oracles.genetic.Genetic method) (feijoa.search.oracles.genetic.ISRES method) (feijoa.search.oracles.genetic.NICHEGA method) (feijoa.search.oracles.genetic.PSO method) (feijoa.search.oracles.genetic.SRES method) (feijoa.search.oracles.grid.Grid method) (feijoa.search.oracles.meta.bandit.ThompsonSampler method) (feijoa.search.oracles.meta.bandit.UCB1 method) (feijoa.search.oracles.meta.bandit.UCBTuned method) (feijoa.search.oracles.meta.meta.MetaOracle method) (feijoa.search.oracles.meta.roundrobin.RoundRobinMeta method) (feijoa.search.oracles.oracle.Oracle method) (feijoa.search.oracles.pattern.Pattern method) (feijoa.search.oracles.randomized.Random method) (feijoa.search.seed.SeedOracle method) (feijoa.utils.mixins.Subject method)

O

objective() (in module tests.test_minimal) (in module tests.test_skopt) (in module tests.test_templatesearch) objective_result (feijoa.models.experiment.Experiment attribute) (feijoa.models.result.Result attribute) (feijoa.storages.rdb.models.ExperimentModel attribute) Observer (class in feijoa.utils.mixins) OK (feijoa.models.experiment.ExperimentState attribute)

opt_acquisition() (feijoa.search.oracles.bayesian.Bayesian method) Oracle (class in feijoa.search.oracles.oracle) oracles_select_count (feijoa.search.oracles.meta.bandit.UCBTuned attribute) order (feijoa.search.oracles.meta.bandit.ThompsonSampler property) (feijoa.search.oracles.meta.bandit.UCB1 property) (feijoa.search.oracles.meta.bandit.UCBTuned property) (feijoa.search.oracles.meta.meta.MetaOracle property) (feijoa.search.oracles.meta.roundrobin.RoundRobinMeta property) orm_mode (feijoa.models.experiment.Experiment.Config attribute)

P

PackageNotInstalledError pad() (in module feijoa.visualization.evaluations) (in module feijoa.visualization.parallel_coordinates) Parameter (class in feijoa.search.parameters) ParameterModel (class in feijoa.storages.rdb.models) ParametersIncorrectInputValues ParametersVisitor (class in feijoa.search.parameters) params (feijoa.models.experiment.Experiment attribute) (feijoa.storages.rdb.models.ExperimentModel attribute) parse_file() (feijoa.models.experiment.Experiment class method) (feijoa.models.result.Result class method) parse_obj() (feijoa.models.experiment.Experiment class method) (feijoa.models.result.Result class method)

parse_raw() (feijoa.models.experiment.Experiment class method) (feijoa.models.result.Result class method) Pattern (class in feijoa.search.oracles.pattern) PCAEvaluator (class in feijoa.importance.pca) plot_compare_jobs() (in module feijoa.visualization.optimization_history) plot_edf() (in module feijoa.visualization.edf) plot_evaluations() (in module feijoa.visualization.evaluations) plot_objective_hist() (in module feijoa.visualization.hist) plot_optimization_history() (in module feijoa.visualization.optimization_history) plot_parallel_coordinates() (in module feijoa.visualization.parallel_coordinates) Plugin (class in feijoa.plugins.plugin) pop() (feijoa.models.configuration.Configuration method) popitem() (feijoa.models.configuration.Configuration method) PSO (class in feijoa.search.oracles.genetic)

R

Random (class in feijoa.search.oracles.randomized) Randomizer (class in feijoa.search.visitors) RDBStorage (class in feijoa.storages.rdb.storage) Real (class in feijoa.search.parameters) refit() (feijoa.plugins.reducer.DomainReducer method) registry (feijoa.storages.rdb.models.ExperimentModel attribute) (feijoa.storages.rdb.models.JobModel attribute) (feijoa.storages.rdb.models.ParameterModel attribute) (feijoa.storages.rdb.models.SearchSpaceModel attribute)

relative_change_d1() (in module feijoa.search.oracles.meta.bandit) remove_oracle() (feijoa.search.oracles.meta.bandit.ThompsonSampler method) (feijoa.search.oracles.meta.bandit.UCB1 method) (feijoa.search.oracles.meta.bandit.UCBTuned method) (feijoa.search.oracles.meta.meta.MetaOracle method) (feijoa.search.oracles.meta.roundrobin.RoundRobinMeta method) requestor (feijoa.storages.rdb.models.ExperimentModel attribute) Result (class in feijoa.models.result) rewards (feijoa.jobs.job.Job property) RoundRobinMeta (class in feijoa.search.oracles.meta.roundrobin)

S

schema() (feijoa.models.experiment.Experiment class method) (feijoa.models.result.Result class method) schema_json() (feijoa.models.experiment.Experiment class method) (feijoa.models.result.Result class method) search_space (feijoa.storages.rdb.models.JobModel attribute) (feijoa.storages.rdb.models.ParameterModel attribute) search_space_id (feijoa.storages.rdb.models.JobModel attribute) (feijoa.storages.rdb.models.ParameterModel attribute) SearchOracleNotFoundedError SearchSpace (class in feijoa.search.space) SearchSpaceModel (class in feijoa.storages.rdb.models) seed() (feijoa.search.parameters.Categorical method) (feijoa.search.parameters.Integer method) (feijoa.search.parameters.Parameter method) (feijoa.search.parameters.Real method)

SeedOracle (class in feijoa.search.seed) set_error() (feijoa.models.experiment.Experiment method) setdefault() (feijoa.models.configuration.Configuration method) setup_default_algo() (feijoa.jobs.job.Job static method) SRES (class in feijoa.search.oracles.genetic) state (feijoa.models.experiment.Experiment attribute) (feijoa.storages.rdb.models.ExperimentModel attribute) Storage (class in feijoa.storages.storage) STRATEGY (feijoa.search.oracles.meta.bandit.ThompsonSampler attribute) (feijoa.search.oracles.meta.bandit.UCB1 attribute) (feijoa.search.oracles.meta.bandit.UCBTuned attribute) Subject (class in feijoa.utils.mixins) success_finish() (feijoa.models.experiment.Experiment method)

T

tell() (feijoa.jobs.job.Job method) (feijoa.search.oracles.bayesian.Bayesian method) (feijoa.search.oracles.genetic.BRKGA method) (feijoa.search.oracles.genetic.CMAES method) (feijoa.search.oracles.genetic.DifferentialEvolution method) (feijoa.search.oracles.genetic.DIRECT method) (feijoa.search.oracles.genetic.EPPSO method) (feijoa.search.oracles.genetic.ES method) (feijoa.search.oracles.genetic.G3PCX method) (feijoa.search.oracles.genetic.Genetic method) (feijoa.search.oracles.genetic.ISRES method) (feijoa.search.oracles.genetic.NICHEGA method) (feijoa.search.oracles.genetic.PSO method) (feijoa.search.oracles.genetic.SRES method) (feijoa.search.oracles.grid.Grid method) (feijoa.search.oracles.meta.bandit.ThompsonSampler method) (feijoa.search.oracles.meta.bandit.UCB1 method) (feijoa.search.oracles.meta.bandit.UCBTuned method) (feijoa.search.oracles.meta.meta.MetaOracle method) (feijoa.search.oracles.meta.roundrobin.RoundRobinMeta method) (feijoa.search.oracles.oracle.Oracle method) (feijoa.search.oracles.pattern.Pattern method) (feijoa.search.oracles.randomized.Random method) (feijoa.search.seed.SeedOracle method) test_bayesian() (in module tests.test_bayesian) test_bayesian_search() (in module tests.test_bayesian) test_create_load_job() (in module tests.test_job) test_different_optimizers() (in module tests.test_meta) test_experiment() (in module tests.test_experiment) test_grid_search() (in module tests.test_grid_search) test_incorrect_oracle_passed() (in module tests.test_job) test_incorrect_yaml_parameter_type() (in module tests.test_space) test_insert_experiment_with_the_same_id() (in module tests.test_tinydb) test_integrated_rdb_storage() (in module tests.test_rdb_storage) test_job() (in module tests.test_job) test_job_duplicated_error() (in module tests.test_job) test_job_with_oracle_ensemble() (in module tests.test_minimal) test_load_job_by_id() (in module tests.test_tinydb) test_load_non_existed() (in module tests.test_job) test_load_storage() (in module tests.test_job) test_minimal() (in module tests.test_minimal) test_oracle_parser_correct() (in module tests.test_oracle_parser) test_oracle_parser_incorrect() (in module tests.test_oracle_parser) test_parameters_constructing() (in module tests.test_parameters) test_parameters_seed() (in module tests.test_parameters) test_parameters_visitor() (in module tests.test_parameters) test_pattern_search() (in module tests.test_templatesearch)

test_random_search() (in module tests.test_random_search) test_rdb_storage() (in module tests.test_rdb_storage) test_seed() (in module tests.test_seed) test_skopt() (in module tests.test_skopt) test_space_from_yaml() (in module tests.test_space) test_specify_acq_bayesian_search() (in module tests.test_bayesian) test_tiny_db_version_check() (in module tests.test_tinydb) tests module tests.conftest module tests.test_bayesian module tests.test_experiment module tests.test_grid_search module tests.test_job module tests.test_meta module tests.test_minimal module tests.test_oracle_parser module tests.test_parameters module tests.test_random_search module tests.test_rdb_storage module tests.test_seed module tests.test_skopt module tests.test_space module tests.test_templatesearch module tests.test_tinydb module ThompsonSampler (class in feijoa.search.oracles.meta.bandit) TinyDBStorage (class in feijoa.storages.tiny) top_experiments() (feijoa.jobs.job.Job method) (feijoa.storages.rdb.storage.RDBStorage method) (feijoa.storages.storage.Storage method) (feijoa.storages.tiny.TinyDBStorage method) transform() (in module feijoa.utils.transformers)

U

UCB1 (class in feijoa.search.oracles.meta.bandit) UCBTuned (class in feijoa.search.oracles.meta.bandit) update() (feijoa.models.configuration.Configuration method) (feijoa.plugins.plugin.Plugin method) (feijoa.plugins.reducer.DomainReducer method) (feijoa.search.oracles.bayesian.Bayesian method) (feijoa.search.oracles.genetic.BRKGA method) (feijoa.search.oracles.genetic.CMAES method) (feijoa.search.oracles.genetic.DifferentialEvolution method) (feijoa.search.oracles.genetic.DIRECT method) (feijoa.search.oracles.genetic.EPPSO method) (feijoa.search.oracles.genetic.ES method) (feijoa.search.oracles.genetic.G3PCX method) (feijoa.search.oracles.genetic.Genetic method) (feijoa.search.oracles.genetic.ISRES method) (feijoa.search.oracles.genetic.NICHEGA method) (feijoa.search.oracles.genetic.PSO method) (feijoa.search.oracles.genetic.SRES method) (feijoa.search.oracles.grid.Grid method) (feijoa.search.oracles.meta.bandit.ThompsonSampler method) (feijoa.search.oracles.meta.bandit.UCB1 method) (feijoa.search.oracles.meta.bandit.UCBTuned method) (feijoa.search.oracles.meta.meta.MetaOracle method) (feijoa.search.oracles.meta.roundrobin.RoundRobinMeta method) (feijoa.search.oracles.oracle.Oracle method) (feijoa.search.oracles.pattern.Pattern method) (feijoa.search.oracles.randomized.Random method) (feijoa.search.seed.SeedOracle method) (feijoa.utils.mixins.Observer method)

update_forward_refs() (feijoa.models.experiment.Experiment class method) (feijoa.models.result.Result class method) update_optimizer_name_by_job_id() (feijoa.storages.rdb.storage.RDBStorage method) (feijoa.storages.storage.Storage method) (feijoa.storages.tiny.TinyDBStorage method)

V

validate() (feijoa.models.experiment.Experiment class method) (feijoa.models.result.Result class method) values() (feijoa.models.configuration.Configuration method) version (feijoa.storages.rdb.storage.RDBStorage property) (feijoa.storages.storage.Storage property) (feijoa.storages.tiny.TinyDBStorage property)

visit_categorical() (feijoa.search.parameters.ParametersVisitor method) (feijoa.search.visitors.Randomizer method) visit_integer() (feijoa.search.parameters.ParametersVisitor method) (feijoa.search.visitors.Randomizer method) visit_real() (feijoa.search.parameters.ParametersVisitor method) (feijoa.search.visitors.Randomizer method)

W

WIP (feijoa.models.experiment.ExperimentState attribute)