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conda
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pip (recommended)
spack
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Examples
Black-box optimization
Generating Parameters with Experimental Design
Black-Box Optimization
Mutli-Objective Black-Box Optimization
Notify Failures in Hyperparameter optimization
Applying Transfer Learning to Black-Box Optimization
Hyperparameter optimization
Hyperparameter search for text classification
Hyperparameter optimization and overfitting
Parallelism
Profile the Worker Utilization
From Sequential to Massively-Parallel Bayesian Optimization
Scaling Bayesian Optimization with Heterogeneous Parallelism
Uncertainty quantification
Hyperparameter Optimized Ensemble of Random Decision Trees with Uncertainty for Classification
Neural Architecture Search and Deep Ensemble with Uncertainty Quantification for Regression (Pytorch)
F.A.Q.
Blog (Events & Workshops)
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API Reference
Analysis
deephyper.analysis.figure_size
deephyper.analysis.rank
deephyper.analysis.update_matplotlib_rc
deephyper.analysis.hpo
deephyper.analysis.hpo.filter_failed_objectives
deephyper.analysis.hpo.parameters_at_max
deephyper.analysis.hpo.parameters_at_topk
deephyper.analysis.hpo.parameters_from_row
deephyper.analysis.hpo.plot_search_trajectory_single_objective_hpo
deephyper.analysis.hpo.plot_worker_utilization
deephyper.analysis.hpo.read_results_from_csv
CLI
deephyper.cli.utils
deephyper.cli.utils.add_arguments_from_signature
deephyper.cli.utils.load_attr
deephyper.cli.utils.signature
deephyper.cli.utils.str2bool
Ensemble
deephyper.ensemble.EnsemblePredictor
deephyper.ensemble.aggregator
deephyper.ensemble.aggregator.Aggregator
deephyper.ensemble.aggregator.MeanAggregator
deephyper.ensemble.aggregator.MixedCategoricalAggregator
deephyper.ensemble.aggregator.MixedNormalAggregator
deephyper.ensemble.aggregator.ModeAggregator
deephyper.ensemble.loss
deephyper.ensemble.loss.AbsoluteError
deephyper.ensemble.loss.Any
deephyper.ensemble.loss.CategoricalCrossEntropy
deephyper.ensemble.loss.Loss
deephyper.ensemble.loss.NormalNegLogLikelihood
deephyper.ensemble.loss.SquaredError
deephyper.ensemble.loss.ZeroOneLoss
deephyper.ensemble.selector
deephyper.ensemble.selector.GreedySelector
deephyper.ensemble.selector.OnlineSelector
deephyper.ensemble.selector.Selector
deephyper.ensemble.selector.TopKSelector
Evaluator
deephyper.evaluator.parse_subprocess_result
deephyper.evaluator.profile
deephyper.evaluator.queued
deephyper.evaluator.to_json
deephyper.evaluator.Evaluator
deephyper.evaluator.HPOJob
deephyper.evaluator.Job
deephyper.evaluator.JobStatus
deephyper.evaluator.LokyEvaluator
deephyper.evaluator.MPICommEvaluator
deephyper.evaluator.ProcessPoolEvaluator
deephyper.evaluator.RayEvaluator
deephyper.evaluator.RunningJob
deephyper.evaluator.SerialEvaluator
deephyper.evaluator.ThreadPoolEvaluator
deephyper.evaluator.MaximumJobsSpawnReached
deephyper.evaluator.callback
deephyper.evaluator.callback.hypervolume
deephyper.evaluator.callback.test_ipython_interpretor
deephyper.evaluator.callback.Callback
deephyper.evaluator.callback.HPOJob
deephyper.evaluator.callback.LoggerCallback
deephyper.evaluator.callback.ObjectiveRecorder
deephyper.evaluator.callback.SearchEarlyStopping
deephyper.evaluator.callback.TqdmCallback
deephyper.evaluator.callback.tqdm
deephyper.evaluator.mpi
deephyper.evaluator.storage
deephyper.evaluator.storage.SharedMemoryStorage
deephyper.evaluator.storage.MPIWinMutableMapping
deephyper.evaluator.storage.MPIWinStorage
deephyper.evaluator.storage.MemoryStorage
deephyper.evaluator.storage.NullStorage
deephyper.evaluator.storage.RayStorage
deephyper.evaluator.storage.RedisStorage
deephyper.evaluator.storage.Storage
deephyper.evaluator.utils
deephyper.evaluator.utils.test_ipython_interpretor
HPO
deephyper.hpo.CBO
deephyper.hpo.ExperimentalDesignSearch
deephyper.hpo.HpProblem
deephyper.hpo.MPIDistributedBO
deephyper.hpo.RandomSearch
deephyper.hpo.RegularizedEvolution
deephyper.hpo.Search
deephyper.hpo.gmm
deephyper.hpo.gmm.GMMSampler
deephyper.hpo.utils
deephyper.hpo.utils.get_inactive_value_of_hyperparameter
Predictor
deephyper.predictor.Predictor
deephyper.predictor.PredictorFileLoader
deephyper.predictor.PredictorLoader
deephyper.predictor.sklearn
deephyper.predictor.sklearn.SklearnPredictor
deephyper.predictor.sklearn.SklearnPredictorFileLoader
deephyper.predictor.torch
deephyper.predictor.torch.TorchPredictor
deephyper.predictor.torch.TorchPredictorFileLoader
Skopt
deephyper.skopt.dump
deephyper.skopt.expected_minimum
deephyper.skopt.load
deephyper.skopt.Optimizer
deephyper.skopt.Space
deephyper.skopt.acquisition
deephyper.skopt.acquisition.gaussian_acquisition_1D
deephyper.skopt.acquisition.gaussian_ei
deephyper.skopt.acquisition.gaussian_lcb
deephyper.skopt.acquisition.gaussian_mes
deephyper.skopt.acquisition.gaussian_pi
deephyper.skopt.joblib
deephyper.skopt.joblib.parse_version
deephyper.skopt.learning
deephyper.skopt.learning.ExtraTreesRegressor
deephyper.skopt.learning.GaussianProcessRegressor
deephyper.skopt.learning.GradientBoostingQuantileRegressor
deephyper.skopt.learning.RandomForestRegressor
deephyper.skopt.learning.forest
deephyper.skopt.learning.forest.ExtraTreesRegressor
deephyper.skopt.learning.forest.RandomForestRegressor
deephyper.skopt.learning.gaussian_process
deephyper.skopt.learning.gaussian_process.GaussianProcessRegressor
deephyper.skopt.learning.gaussian_process.gpr
deephyper.skopt.learning.gaussian_process.kernels
deephyper.skopt.learning.gbrt
deephyper.skopt.learning.gbrt.GradientBoostingQuantileRegressor
deephyper.skopt.moo
deephyper.skopt.moo.hypervolume
deephyper.skopt.moo.is_pareto_efficient
deephyper.skopt.moo.non_dominated_set
deephyper.skopt.moo.non_dominated_set_ranked
deephyper.skopt.moo.pareto_front
deephyper.skopt.moo.MoAugmentedChebyshevFunction
deephyper.skopt.moo.MoChebyshevFunction
deephyper.skopt.moo.MoLinearFunction
deephyper.skopt.moo.MoPBIFunction
deephyper.skopt.moo.MoQuadraticFunction
deephyper.skopt.moo.MoScalarFunction
deephyper.skopt.optimizer
deephyper.skopt.optimizer.Optimizer
deephyper.skopt.optimizer.acq_optimizer
deephyper.skopt.optimizer.acq_optimizer.pymoo_ga
deephyper.skopt.optimizer.acq_optimizer.pymoo_mixedga
deephyper.skopt.optimizer.optimizer
deephyper.skopt.optimizer.optimizer.boltzmann_distribution
deephyper.skopt.optimizer.optimizer.check_x_in_space
deephyper.skopt.optimizer.optimizer.cook_estimator
deephyper.skopt.optimizer.optimizer.cook_initial_point_generator
deephyper.skopt.optimizer.optimizer.cook_objective_scaler
deephyper.skopt.optimizer.optimizer.create_result
deephyper.skopt.optimizer.optimizer.gaussian_acquisition_1D
deephyper.skopt.optimizer.optimizer.has_gradients
deephyper.skopt.optimizer.optimizer.is_2Dlistlike
deephyper.skopt.optimizer.optimizer.is_listlike
deephyper.skopt.optimizer.optimizer.is_not_improving
deephyper.skopt.optimizer.optimizer.log
deephyper.skopt.optimizer.optimizer.normalize_dimensions
deephyper.skopt.optimizer.optimizer.Categorical
deephyper.skopt.optimizer.optimizer.GaussianProcessRegressor
deephyper.skopt.optimizer.optimizer.MoScalarFunction
deephyper.skopt.optimizer.optimizer.Optimizer
deephyper.skopt.optimizer.optimizer.Space
deephyper.skopt.optimizer.optimizer.ExhaustedFailures
deephyper.skopt.optimizer.optimizer.ExhaustedSearchSpace
deephyper.skopt.sampler
deephyper.skopt.sampler.Grid
deephyper.skopt.sampler.Halton
deephyper.skopt.sampler.Hammersly
deephyper.skopt.sampler.InitialPointGenerator
deephyper.skopt.sampler.Lhs
deephyper.skopt.sampler.Sobol
deephyper.skopt.sampler.base
deephyper.skopt.sampler.base.InitialPointGenerator
deephyper.skopt.sampler.grid
deephyper.skopt.sampler.grid.Grid
deephyper.skopt.sampler.grid.InitialPointGenerator
deephyper.skopt.sampler.grid.Space
deephyper.skopt.sampler.halton
deephyper.skopt.sampler.halton.Halton
deephyper.skopt.sampler.halton.InitialPointGenerator
deephyper.skopt.sampler.halton.Space
deephyper.skopt.sampler.hammersly
deephyper.skopt.sampler.hammersly.Halton
deephyper.skopt.sampler.hammersly.Hammersly
deephyper.skopt.sampler.hammersly.InitialPointGenerator
deephyper.skopt.sampler.hammersly.Space
deephyper.skopt.sampler.lhs
deephyper.skopt.sampler.lhs.InitialPointGenerator
deephyper.skopt.sampler.lhs.Lhs
deephyper.skopt.sampler.lhs.Space
deephyper.skopt.sampler.sobol
deephyper.skopt.sampler.sobol.InitialPointGenerator
deephyper.skopt.sampler.sobol.Sobol
deephyper.skopt.sampler.sobol.Space
deephyper.skopt.space
deephyper.skopt.space.check_dimension
deephyper.skopt.space.Categorical
deephyper.skopt.space.Dimension
deephyper.skopt.space.Integer
deephyper.skopt.space.Real
deephyper.skopt.space.Space
deephyper.skopt.space.space
deephyper.skopt.space.space.check_dimension
deephyper.skopt.space.space.Categorical
deephyper.skopt.space.space.CategoricalEncoder
deephyper.skopt.space.space.Dimension
deephyper.skopt.space.space.Identity
deephyper.skopt.space.space.Integer
deephyper.skopt.space.space.LabelEncoder
deephyper.skopt.space.space.LogN
deephyper.skopt.space.space.Normalize
deephyper.skopt.space.space.Pipeline
deephyper.skopt.space.space.Real
deephyper.skopt.space.space.Space
deephyper.skopt.space.space.StringEncoder
deephyper.skopt.space.space.ToInteger
deephyper.skopt.space.transformers
deephyper.skopt.space.transformers.CategoricalEncoder
deephyper.skopt.space.transformers.Identity
deephyper.skopt.space.transformers.LabelEncoder
deephyper.skopt.space.transformers.LogN
deephyper.skopt.space.transformers.Normalize
deephyper.skopt.space.transformers.Pipeline
deephyper.skopt.space.transformers.StringEncoder
deephyper.skopt.space.transformers.ToInteger
deephyper.skopt.space.transformers.Transformer
deephyper.skopt.utils
deephyper.skopt.utils.check_dimension_names
deephyper.skopt.utils.check_list_types
deephyper.skopt.utils.check_x_in_space
deephyper.skopt.utils.cook_estimator
deephyper.skopt.utils.cook_initial_point_generator
deephyper.skopt.utils.cook_objective_scaler
deephyper.skopt.utils.create_result
deephyper.skopt.utils.deepcopy
deephyper.skopt.utils.dimensions_aslist
deephyper.skopt.utils.dump
deephyper.skopt.utils.eval_callbacks
deephyper.skopt.utils.expected_minimum
deephyper.skopt.utils.expected_minimum_random_sampling
deephyper.skopt.utils.has_gradients
deephyper.skopt.utils.is_2Dlistlike
deephyper.skopt.utils.is_listlike
deephyper.skopt.utils.load
deephyper.skopt.utils.normalize_dimensions
deephyper.skopt.utils.point_asdict
deephyper.skopt.utils.point_aslist
deephyper.skopt.utils.use_named_args
deephyper.skopt.utils.wraps
deephyper.skopt.utils.ConstantKernel
deephyper.skopt.utils.Dimension
deephyper.skopt.utils.ExtraTreesRegressor
deephyper.skopt.utils.GaussianProcessRegressor
deephyper.skopt.utils.GradientBoostingQuantileRegressor
deephyper.skopt.utils.Grid
deephyper.skopt.utils.Halton
deephyper.skopt.utils.Hammersly
deephyper.skopt.utils.HammingKernel
deephyper.skopt.utils.InitialPointGenerator
deephyper.skopt.utils.Lhs
deephyper.skopt.utils.Matern
deephyper.skopt.utils.OrderedDict
deephyper.skopt.utils.RandomForestRegressor
deephyper.skopt.utils.Sobol
deephyper.skopt.utils.Space
Stopper
deephyper.stopper.ConstantStopper
deephyper.stopper.IdleStopper
deephyper.stopper.LCModelStopper
deephyper.stopper.MedianStopper
deephyper.stopper.Stopper
deephyper.stopper.SuccessiveHalvingStopper
deephyper.stopper.lce
deephyper.stopper.lce.BayesianLearningCurveRegressor
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.rst
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deephyper.skopt.utils.check_x_in_space
Contents
check_x_in_space()
deephyper.skopt.utils.check_x_in_space
#
deephyper.skopt.utils.
check_x_in_space
(
x
,
space
)
[source]
#
Contents
check_x_in_space()
