Python Module Index

a
 
a
ax
    ax.benchmark
    ax.benchmark.benchmark_method
    ax.benchmark.benchmark_problem
    ax.benchmark.benchmark_result
    ax.benchmark.problems.hd_embedding
    ax.benchmark.problems.hpo.pytorch_cnn
    ax.benchmark.problems.hpo.torchvision
    ax.benchmark.problems.registry
    ax.benchmark.problems.surrogate
    ax.benchmark.problems.synthetic.discretized.mixed_integer
    ax.benchmark.problems.synthetic.hss.jenatton
    ax.core
    ax.core.arm
    ax.core.base_trial
    ax.core.batch_trial
    ax.core.experiment
    ax.core.formatting_utils
    ax.core.generation_strategy_interface
    ax.core.generator_run
    ax.core.multi_type_experiment
    ax.core.observation
    ax.core.optimization_config
    ax.core.parameter
    ax.core.parameter_constraint
    ax.core.parameter_distribution
    ax.core.risk_measures
    ax.core.runner
    ax.core.trial
    ax.core.types
    ax.core.utils
    ax.early_stopping
    ax.early_stopping.strategies.base
    ax.early_stopping.strategies.logical
    ax.early_stopping.strategies.percentile
    ax.early_stopping.strategies.threshold
    ax.early_stopping.utils
    ax.exceptions
    ax.exceptions.constants
    ax.exceptions.core
    ax.exceptions.data_provider
    ax.exceptions.generation_strategy
    ax.exceptions.model
    ax.exceptions.storage
    ax.global_stopping
    ax.global_stopping.strategies.base
    ax.global_stopping.strategies.improvement
    ax.metrics
    ax.metrics.botorch_test_problem
    ax.metrics.branin
    ax.metrics.branin_map
    ax.metrics.chemistry
    ax.metrics.curve
    ax.metrics.dict_lookup
    ax.metrics.factorial
    ax.metrics.hartmann6
    ax.metrics.jenatton
    ax.metrics.l2norm
    ax.metrics.noisy_function
    ax.metrics.noisy_function_map
    ax.metrics.sklearn
    ax.metrics.tensorboard
    ax.metrics.torchx
    ax.modelbridge
    ax.modelbridge.base
    ax.modelbridge.cross_validation
    ax.modelbridge.discrete
    ax.modelbridge.dispatch_utils
    ax.modelbridge.factory
    ax.modelbridge.generation_node
    ax.modelbridge.generation_strategy
    ax.modelbridge.map_torch
    ax.modelbridge.model_spec
    ax.modelbridge.modelbridge_utils
    ax.modelbridge.pairwise
    ax.modelbridge.prediction_utils
    ax.modelbridge.registry
    ax.modelbridge.strategies.alebo
    ax.modelbridge.strategies.rembo
    ax.modelbridge.torch
    ax.modelbridge.transforms.base
    ax.modelbridge.transforms.cap_parameter
    ax.modelbridge.transforms.cast
    ax.modelbridge.transforms.centered_unit_x
    ax.modelbridge.transforms.choice_encode
    ax.modelbridge.transforms.convert_metric_names
    ax.modelbridge.transforms.derelativize
    ax.modelbridge.transforms.int_range_to_choice
    ax.modelbridge.transforms.int_to_float
    ax.modelbridge.transforms.inverse_gaussian_cdf_y
    ax.modelbridge.transforms.ivw
    ax.modelbridge.transforms.log
    ax.modelbridge.transforms.log_y
    ax.modelbridge.transforms.logit
    ax.modelbridge.transforms.map_unit_x
    ax.modelbridge.transforms.merge_repeated_measurements
    ax.modelbridge.transforms.metrics_as_task
    ax.modelbridge.transforms.one_hot
    ax.modelbridge.transforms.percentile_y
    ax.modelbridge.transforms.power_transform_y
    ax.modelbridge.transforms.relativize
    ax.modelbridge.transforms.remove_fixed
    ax.modelbridge.transforms.rounding
    ax.modelbridge.transforms.search_space_to_choice
    ax.modelbridge.transforms.standardize_y
    ax.modelbridge.transforms.stratified_standardize_y
    ax.modelbridge.transforms.task_encode
    ax.modelbridge.transforms.trial_as_task
    ax.modelbridge.transforms.unit_x
    ax.modelbridge.transforms.utils
    ax.modelbridge.transforms.winsorize
    ax.models
    ax.models.base
    ax.models.discrete.eb_thompson
    ax.models.discrete.full_factorial
    ax.models.discrete.thompson
    ax.models.discrete_base
    ax.models.model_utils
    ax.models.random.alebo_initializer
    ax.models.random.base
    ax.models.random.rembo_initializer
    ax.models.random.sobol
    ax.models.random.uniform
    ax.models.torch.alebo
    ax.models.torch.botorch
    ax.models.torch.botorch_defaults
    ax.models.torch.botorch_kg
    ax.models.torch.botorch_mes
    ax.models.torch.botorch_modular.acquisition
    ax.models.torch.botorch_modular.input_constructors.covar_modules
    ax.models.torch.botorch_modular.input_constructors.input_transforms
    ax.models.torch.botorch_modular.input_constructors.outcome_transform
    ax.models.torch.botorch_modular.kernels
    ax.models.torch.botorch_modular.model
    ax.models.torch.botorch_modular.multi_fidelity
    ax.models.torch.botorch_modular.optimizer_argparse
    ax.models.torch.botorch_modular.sebo
    ax.models.torch.botorch_modular.surrogate
    ax.models.torch.botorch_modular.utils
    ax.models.torch.botorch_moo
    ax.models.torch.botorch_moo_defaults
    ax.models.torch.cbo_lcea
    ax.models.torch.cbo_lcem
    ax.models.torch.cbo_sac
    ax.models.torch.frontier_utils
    ax.models.torch.fully_bayesian
    ax.models.torch.fully_bayesian_model_utils
    ax.models.torch.posterior_mean
    ax.models.torch.randomforest
    ax.models.torch.rembo
    ax.models.torch.utils
    ax.models.torch_base
    ax.models.types
    ax.models.winsorization_config
    ax.plot
    ax.plot.bandit_rollout
    ax.plot.base
    ax.plot.color
    ax.plot.contour
    ax.plot.diagnostic
    ax.plot.feature_importances
    ax.plot.helper
    ax.plot.marginal_effects
    ax.plot.pareto_utils
    ax.plot.render
    ax.plot.scatter
    ax.plot.slice
    ax.plot.table_view
    ax.runners
    ax.runners.botorch_test_problem
    ax.runners.simulated_backend
    ax.runners.single_running_trial_mixin
    ax.runners.synthetic
    ax.runners.torchx
    ax.service
    ax.service.managed_loop
    ax.service.utils.best_point
    ax.service.utils.best_point_mixin
    ax.service.utils.early_stopping
    ax.service.utils.instantiation
    ax.service.utils.scheduler_options
    ax.storage
    ax.storage.botorch_modular_registry
    ax.storage.json_store.decoder
    ax.storage.json_store.decoders
    ax.storage.json_store.encoder
    ax.storage.json_store.encoders
    ax.storage.json_store.load
    ax.storage.json_store.registry
    ax.storage.json_store.save
    ax.storage.metric_registry
    ax.storage.registry_bundle
    ax.storage.runner_registry
    ax.storage.sqa_store.db
    ax.storage.sqa_store.decoder
    ax.storage.sqa_store.delete
    ax.storage.sqa_store.encoder
    ax.storage.sqa_store.json
    ax.storage.sqa_store.load
    ax.storage.sqa_store.reduced_state
    ax.storage.sqa_store.save
    ax.storage.sqa_store.sqa_classes
    ax.storage.sqa_store.sqa_enum
    ax.storage.sqa_store.structs
    ax.storage.sqa_store.timestamp
    ax.storage.sqa_store.utils
    ax.storage.sqa_store.validation
    ax.storage.transform_registry
    ax.storage.utils
    ax.telemetry
    ax.telemetry.experiment
    ax.telemetry.generation_strategy
    ax.telemetry.scheduler
    ax.utils
    ax.utils.common.base
    ax.utils.common.constants
    ax.utils.common.decorator
    ax.utils.common.docutils
    ax.utils.common.equality
    ax.utils.common.executils
    ax.utils.common.kwargs
    ax.utils.common.logger
    ax.utils.common.mock
    ax.utils.common.result
    ax.utils.common.serialization
    ax.utils.common.testutils
    ax.utils.common.timeutils
    ax.utils.common.typeutils
    ax.utils.common.typeutils_torch
    ax.utils.flake8_plugins.docstring_checker
    ax.utils.measurement.synthetic_functions
    ax.utils.notebook.plotting
    ax.utils.report.render
    ax.utils.sensitivity.derivative_gp
    ax.utils.sensitivity.derivative_measures
    ax.utils.sensitivity.sobol_measures
    ax.utils.stats.model_fit_stats
    ax.utils.stats.statstools
    ax.utils.testing.backend_scheduler
    ax.utils.testing.backend_simulator
    ax.utils.testing.benchmark_stubs
    ax.utils.testing.core_stubs
    ax.utils.testing.metrics.backend_simulator_map
    ax.utils.testing.metrics.branin_backend_map
    ax.utils.testing.mock
    ax.utils.testing.modeling_stubs
    ax.utils.testing.test_init_files
    ax.utils.testing.torch_stubs
    ax.utils.testing.utils
    ax.utils.tutorials.cnn_utils