Index

A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y

A

A000() (in module ax.utils.flake8_plugins.docstring_checker)
ABANDONED (ax.core.base_trial.TrialStatus attribute)
abandoned_arm_from_sqa() (ax.storage.sqa_store.decoder.Decoder method)
abandoned_arm_names (ax.core.batch_trial.BatchTrial property)
abandoned_arm_to_sqa() (ax.storage.sqa_store.encoder.Encoder method)
abandoned_arms (ax.core.base_trial.BaseTrial property)
- (ax.core.batch_trial.BatchTrial property)
- (ax.core.trial.Trial property)
- (ax.storage.sqa_store.sqa_classes.SQATrial attribute)
abandoned_arms() (ax.utils.testing.core_stubs.TestTrial method)
abandoned_arms_metadata (ax.core.batch_trial.BatchTrial property)
abandoned_reason (ax.core.base_trial.BaseTrial property)
AbandonedArm (class in ax.core.batch_trial)
absolute_metrics (ax.plot.pareto_utils.ParetoFrontierResults attribute)
AbstractCurveMetric (class in ax.metrics.curve)
AbstractScalarizedCurveMetric (class in ax.metrics.curve)
acqf (ax.models.torch.botorch_modular.acquisition.Acquisition attribute)
- (ax.models.torch.botorch_modular.multi_fidelity.MultiFidelityAcquisition attribute)
- (ax.models.torch.botorch_modular.sebo.SEBOAcquisition attribute)
ACQF_KWARGS (ax.utils.common.constants.Keys attribute)
Acquisition (class in ax.models.torch.botorch_modular.acquisition)
acquisition_class (ax.models.torch.botorch_modular.model.BoTorchModel attribute)
ACQUISITION_FUNCTION_REGISTRY (in module ax.storage.botorch_modular_registry)
acquisition_options (ax.models.torch.botorch_modular.model.BoTorchModel attribute)
ACQUISITION_REGISTRY (in module ax.storage.botorch_modular_registry)
add_arm() (ax.core.batch_trial.BatchTrial method)
- (ax.core.trial.Trial method)
add_arm_and_prevent_naming_collision() (in module ax.core.experiment)
add_arms_and_weights() (ax.core.batch_trial.BatchTrial method)
add_fixed_features() (in module ax.models.model_utils)
add_generator_run() (ax.core.batch_trial.BatchTrial method)
- (ax.core.trial.Trial method)
add_tracking_metric() (ax.core.experiment.Experiment method)
- (ax.core.multi_type_experiment.MultiTypeExperiment method)
add_tracking_metrics() (ax.core.experiment.Experiment method)
add_trial_type() (ax.core.multi_type_experiment.MultiTypeExperiment method)
add_values() (ax.core.parameter.ChoiceParameter method)
ADDITIONAL_OBJECTIVE (ax.storage.utils.MetricIntent attribute)
AggregatedBenchmarkResult (class in ax.benchmark.benchmark_result)
aggregation() (ax.utils.sensitivity.derivative_measures.GpDGSMGpMean method)
- (ax.utils.sensitivity.derivative_measures.GpDGSMGpSampling method)
agresti_coull_sem() (in module ax.utils.stats.statstools)
ALEBO (ax.modelbridge.registry.Models attribute)
- (class in ax.models.torch.alebo)
alebo_acqf_optimizer() (in module ax.models.torch.alebo)
ALEBO_INITIALIZER (ax.modelbridge.registry.Models attribute)
ALEBOGP (class in ax.models.torch.alebo)
ALEBOInitializer (class in ax.models.random.alebo_initializer)
ALEBOKernel (class in ax.models.torch.alebo)
ALEBOStrategy (class in ax.modelbridge.strategies.alebo)
align_partial_results() (in module ax.early_stopping.utils)
all_constraints (ax.core.optimization_config.MultiObjectiveOptimizationConfig property)
- (ax.core.optimization_config.OptimizationConfig property)
all_trials (ax.utils.testing.backend_simulator.BackendSimulator property)
allow_batched_models (ax.models.torch.botorch_modular.model.SurrogateSpec attribute)
AndEarlyStoppingStrategy (class in ax.early_stopping.strategies.logical)
arm (ax.core.generator_run.ArmWeight attribute)
- (ax.core.trial.Trial property)
Arm (class in ax.core.arm)
arm_from_sqa() (ax.storage.sqa_store.decoder.Decoder method)
arm_name (ax.core.observation.Observation attribute)
arm_name_to_sort_key() (in module ax.plot.helper)
arm_name_to_tuple() (in module ax.plot.helper)
arm_names (ax.early_stopping.strategies.base.EarlyStoppingTrainingData attribute)
- (ax.plot.pareto_utils.ParetoFrontierResults attribute)
arm_signatures (ax.core.generator_run.GeneratorRun property)
arm_to_dict() (in module ax.storage.json_store.encoders)
arm_to_sqa() (ax.storage.sqa_store.encoder.Encoder method)
arm_weights (ax.core.batch_trial.BatchTrial property)
- (ax.core.generator_run.GeneratorRun property)
arms (ax.core.base_trial.BaseTrial property)
- (ax.core.batch_trial.BatchTrial property)
- (ax.core.generator_run.GeneratorRun property)
- (ax.core.trial.Trial property)
- (ax.storage.sqa_store.sqa_classes.SQAGeneratorRun attribute)
- (ax.utils.testing.core_stubs.TestTrial property)
arms_by_name (ax.core.base_trial.BaseTrial property)
- (ax.core.batch_trial.BatchTrial property)
- (ax.core.experiment.Experiment property)
- (ax.core.trial.Trial property)
arms_by_name() (ax.utils.testing.core_stubs.TestTrial method)
arms_by_signature (ax.core.experiment.Experiment property)
arms_per_trial (ax.telemetry.scheduler.SchedulerCreatedRecord attribute)
ArmWeight (class in ax.core.generator_run)
array_to_observation_data() (in module ax.modelbridge.modelbridge_utils)
as_array() (in module ax.models.model_utils)
assertAxBaseEqual() (ax.utils.common.testutils.TestCase method)
assertEqual() (ax.utils.common.testutils.TestCase method)
assertRaisesOn() (ax.utils.common.testutils.TestCase method)
assess_model_fit() (in module ax.modelbridge.cross_validation)
AssessModelFitResult (class in ax.modelbridge.cross_validation)
assign_runner() (ax.core.base_trial.BaseTrial method)
AsyncSimulatedBackendScheduler (class in ax.utils.testing.backend_scheduler)
attach_batch_trial_data() (ax.core.batch_trial.BatchTrial method)
attach_data() (ax.core.experiment.Experiment method)
attach_fetch_results() (ax.core.experiment.Experiment method)
attach_trial() (ax.core.experiment.Experiment method)
Aug_Branin (class in ax.utils.measurement.synthetic_functions)
Aug_Hartmann6 (class in ax.utils.measurement.synthetic_functions)
AugmentedBraninMetric (class in ax.metrics.branin)
AugmentedHartmann6Metric (class in ax.metrics.hartmann6)
AUTOSET_SURROGATE (ax.utils.common.constants.Keys attribute)
ax.benchmark
- module
ax.benchmark.benchmark_method
- module
ax.benchmark.benchmark_problem
- module
ax.benchmark.benchmark_result
- module
ax.benchmark.problems.hd_embedding
- module
ax.benchmark.problems.hpo.pytorch_cnn
- module
ax.benchmark.problems.hpo.torchvision
- module
ax.benchmark.problems.registry
- module
ax.benchmark.problems.surrogate
- module
ax.benchmark.problems.synthetic.discretized.mixed_integer
- module
ax.benchmark.problems.synthetic.hss.jenatton
- module
ax.core
- module
ax.core.arm
- module
ax.core.base_trial
- module
ax.core.batch_trial
- module
ax.core.experiment
- module
ax.core.formatting_utils
- module
ax.core.generation_strategy_interface
- module
ax.core.generator_run
- module
ax.core.multi_type_experiment
- module
ax.core.observation
- module
ax.core.optimization_config
- module
ax.core.parameter
- module
ax.core.parameter_constraint
- module
ax.core.parameter_distribution
- module
ax.core.risk_measures
- module
ax.core.runner
- module
ax.core.trial
- module
ax.core.types
- module
ax.core.utils
- module
ax.early_stopping
- module
ax.early_stopping.strategies.base
- module
ax.early_stopping.strategies.logical
- module
ax.early_stopping.strategies.percentile
- module
ax.early_stopping.strategies.threshold
- module
ax.early_stopping.utils
- module
ax.exceptions
- module
ax.exceptions.constants
- module
ax.exceptions.core
- module
ax.exceptions.data_provider
- module
ax.exceptions.generation_strategy
- module
ax.exceptions.model
- module
ax.exceptions.storage
- module
ax.global_stopping
- module
ax.global_stopping.strategies.base
- module
ax.global_stopping.strategies.improvement
- module
ax.metrics
- module
ax.metrics.botorch_test_problem
- module
ax.metrics.branin
- module
ax.metrics.branin_map
- module
ax.metrics.chemistry
- module
ax.metrics.curve
- module
ax.metrics.dict_lookup
- module
ax.metrics.factorial
- module
ax.metrics.hartmann6
- module
ax.metrics.jenatton
- module
ax.metrics.l2norm
- module
ax.metrics.noisy_function
- module
ax.metrics.noisy_function_map
- module
ax.metrics.sklearn
- module
ax.metrics.tensorboard
- module
ax.metrics.torchx
- module
ax.modelbridge
- module
ax.modelbridge.base
- module
ax.modelbridge.cross_validation
- module
ax.modelbridge.discrete
- module
ax.modelbridge.dispatch_utils
- module
ax.modelbridge.factory
- module
ax.modelbridge.generation_node
- module
ax.modelbridge.generation_strategy
- module
ax.modelbridge.map_torch
- module
ax.modelbridge.model_spec
- module
ax.modelbridge.modelbridge_utils
- module
ax.modelbridge.pairwise
- module
ax.modelbridge.prediction_utils
- module
ax.modelbridge.registry
- module
ax.modelbridge.strategies.alebo
- module
ax.modelbridge.strategies.rembo
- module
ax.modelbridge.torch
- module
ax.modelbridge.transforms.base
- module
ax.modelbridge.transforms.cap_parameter
- module
ax.modelbridge.transforms.cast
- module
ax.modelbridge.transforms.centered_unit_x
- module
ax.modelbridge.transforms.choice_encode
- module
ax.modelbridge.transforms.convert_metric_names
- module
ax.modelbridge.transforms.derelativize
- module
ax.modelbridge.transforms.int_range_to_choice
- module
ax.modelbridge.transforms.int_to_float
- module
ax.modelbridge.transforms.inverse_gaussian_cdf_y
- module
ax.modelbridge.transforms.ivw
- module
ax.modelbridge.transforms.log
- module
ax.modelbridge.transforms.log_y
- module
ax.modelbridge.transforms.logit
- module
ax.modelbridge.transforms.map_unit_x
- module
ax.modelbridge.transforms.merge_repeated_measurements
- module
ax.modelbridge.transforms.metrics_as_task
- module
ax.modelbridge.transforms.one_hot
- module
ax.modelbridge.transforms.percentile_y
- module
ax.modelbridge.transforms.power_transform_y
- module
ax.modelbridge.transforms.relativize
- module
ax.modelbridge.transforms.remove_fixed
- module
ax.modelbridge.transforms.rounding
- module
ax.modelbridge.transforms.search_space_to_choice
- module

ax.modelbridge.transforms.standardize_y
- module
ax.modelbridge.transforms.stratified_standardize_y
- module
ax.modelbridge.transforms.task_encode
- module
ax.modelbridge.transforms.trial_as_task
- module
ax.modelbridge.transforms.unit_x
- module
ax.modelbridge.transforms.utils
- module
ax.modelbridge.transforms.winsorize
- module
ax.models
- module
ax.models.base
- module
ax.models.discrete.eb_thompson
- module
ax.models.discrete.full_factorial
- module
ax.models.discrete.thompson
- module
ax.models.discrete_base
- module
ax.models.model_utils
- module
ax.models.random.alebo_initializer
- module
ax.models.random.base
- module
ax.models.random.rembo_initializer
- module
ax.models.random.sobol
- module
ax.models.random.uniform
- module
ax.models.torch.alebo
- module
ax.models.torch.botorch
- module
ax.models.torch.botorch_defaults
- module
ax.models.torch.botorch_kg
- module
ax.models.torch.botorch_mes
- module
ax.models.torch.botorch_modular.acquisition
- module
ax.models.torch.botorch_modular.input_constructors.covar_modules
- module
ax.models.torch.botorch_modular.input_constructors.input_transforms
- module
ax.models.torch.botorch_modular.input_constructors.outcome_transform
- module
ax.models.torch.botorch_modular.kernels
- module
ax.models.torch.botorch_modular.model
- module
ax.models.torch.botorch_modular.multi_fidelity
- module
ax.models.torch.botorch_modular.optimizer_argparse
- module
ax.models.torch.botorch_modular.sebo
- module
ax.models.torch.botorch_modular.surrogate
- module
ax.models.torch.botorch_modular.utils
- module
ax.models.torch.botorch_moo
- module
ax.models.torch.botorch_moo_defaults
- module
ax.models.torch.cbo_lcea
- module
ax.models.torch.cbo_lcem
- module
ax.models.torch.cbo_sac
- module
ax.models.torch.frontier_utils
- module
ax.models.torch.fully_bayesian
- module
ax.models.torch.fully_bayesian_model_utils
- module
ax.models.torch.posterior_mean
- module
ax.models.torch.randomforest
- module
ax.models.torch.rembo
- module
ax.models.torch.utils
- module
ax.models.torch_base
- module
ax.models.types
- module
ax.models.winsorization_config
- module
ax.plot
- module
ax.plot.bandit_rollout
- module
ax.plot.base
- module
ax.plot.color
- module
ax.plot.contour
- module
ax.plot.diagnostic
- module
ax.plot.feature_importances
- module
ax.plot.helper
- module
ax.plot.marginal_effects
- module
ax.plot.parallel_coordinates
- module
ax.plot.pareto_frontier
- module
ax.plot.pareto_utils
- module
ax.plot.render
- module
ax.plot.scatter
- module
ax.plot.slice
- module
ax.plot.table_view
- module
ax.plot.trace
- module
ax.runners
- module
ax.runners.botorch_test_problem
- module
ax.runners.simulated_backend
- module
ax.runners.synthetic
- module
ax.runners.torchx
- module
ax.service
- module
ax.service.managed_loop
- module
ax.service.utils.best_point
- module
ax.service.utils.best_point_mixin
- module
ax.service.utils.early_stopping
- module
ax.service.utils.instantiation
- module
ax.service.utils.report_utils
- module
ax.service.utils.scheduler_options
- module
ax.storage
- module
ax.storage.botorch_modular_registry
- module
ax.storage.json_store.decoder
- module
ax.storage.json_store.decoders
- module
ax.storage.json_store.encoder
- module
ax.storage.json_store.encoders
- module
ax.storage.json_store.load
- module
ax.storage.json_store.registry
- module
ax.storage.json_store.save
- module
ax.storage.metric_registry
- module
ax.storage.registry_bundle
- module
ax.storage.runner_registry
- module
ax.storage.sqa_store.db
- module
ax.storage.sqa_store.decoder
- module
ax.storage.sqa_store.delete
- module
ax.storage.sqa_store.encoder
- module
ax.storage.sqa_store.json
- module
ax.storage.sqa_store.load
- module
ax.storage.sqa_store.reduced_state
- module
ax.storage.sqa_store.save
- module
ax.storage.sqa_store.sqa_classes
- module
ax.storage.sqa_store.sqa_enum
- module
ax.storage.sqa_store.structs
- module
ax.storage.sqa_store.timestamp
- module
ax.storage.sqa_store.utils
- module
ax.storage.sqa_store.validation
- module
ax.storage.transform_registry
- module
ax.storage.utils
- module
ax.telemetry
- module
ax.telemetry.experiment
- module
ax.telemetry.generation_strategy
- module
ax.telemetry.scheduler
- module
ax.utils
- module
ax.utils.common.base
- module
ax.utils.common.constants
- module
ax.utils.common.decorator
- module
ax.utils.common.docutils
- module
ax.utils.common.equality
- module
ax.utils.common.executils
- module
ax.utils.common.kwargs
- module
ax.utils.common.logger
- module
ax.utils.common.mock
- module
ax.utils.common.result
- module
ax.utils.common.serialization
- module
ax.utils.common.testutils
- module
ax.utils.common.timeutils
- module
ax.utils.common.typeutils
- module
ax.utils.common.typeutils_torch
- module
ax.utils.flake8_plugins.docstring_checker
- module
ax.utils.measurement.synthetic_functions
- module
ax.utils.notebook.plotting
- module
ax.utils.report.render
- module
ax.utils.sensitivity.derivative_gp
- module
ax.utils.sensitivity.derivative_measures
- module
ax.utils.sensitivity.sobol_measures
- module
ax.utils.stats.model_fit_stats
- module
ax.utils.stats.statstools
- module
ax.utils.testing.backend_scheduler
- module
ax.utils.testing.backend_simulator
- module
ax.utils.testing.benchmark_stubs
- module
ax.utils.testing.core_stubs
- module
ax.utils.testing.metrics.backend_simulator_map
- module
ax.utils.testing.metrics.branin_backend_map
- module
ax.utils.testing.mock
- module
ax.utils.testing.modeling_stubs
- module
ax.utils.testing.test_init_files
- module
ax.utils.testing.torch_stubs
- module
ax.utils.testing.utils
- module
ax.utils.tutorials.cnn_utils
- module
ax_class_from_json_dict() (in module ax.storage.json_store.decoder)
ax_parameter_sens() (in module ax.utils.sensitivity.sobol_measures)
AxError
axis_range() (in module ax.plot.helper)
AxOutputNameFilter (class in ax.utils.common.logger)
AxPlotConfig (class in ax.plot.base)
AxPlotTypes (class in ax.plot.base)
AxStorageWarning
AxWarning

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Keys (class in ax.utils.common.constants)

KnowledgeGradient (class in ax.models.torch.botorch_kg)

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QMC (ax.utils.common.constants.Keys attribute)

queued (ax.utils.testing.backend_simulator.BackendSimulatorState attribute)
- (ax.utils.testing.backend_simulator.SimStatus attribute), [1]

Ax

0.3.6

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