All modules for which code is available

• ax.benchmark.benchmark
• ax.benchmark.benchmark_problem
• ax.benchmark.benchmark_result
• ax.benchmark.botorch_methods
• ax.benchmark.utils
• ax.core.arm
• ax.core.base_trial
• ax.core.batch_trial
• ax.core.data
• ax.core.experiment
• ax.core.generator_run
• ax.core.metric
• ax.core.multi_type_experiment
• ax.core.objective
• ax.core.observation
• ax.core.optimization_config
• ax.core.outcome_constraint
• ax.core.parameter
• ax.core.parameter_constraint
• ax.core.runner
• ax.core.search_space
• ax.core.simple_experiment
• ax.core.trial
• ax.core.types
• ax.core.utils
• ax.exceptions.core
• ax.exceptions.data_provider
• ax.exceptions.generation_strategy
• ax.exceptions.model
• ax.exceptions.storage
• ax.metrics.branin
• ax.metrics.factorial
• ax.metrics.hartmann6
• ax.metrics.l2norm
• ax.metrics.noisy_function
• ax.modelbridge.array
• ax.modelbridge.base
• ax.modelbridge.cross_validation
• ax.modelbridge.discrete
• ax.modelbridge.dispatch_utils
• ax.modelbridge.factory
• ax.modelbridge.generation_strategy
• ax.modelbridge.modelbridge_utils
• ax.modelbridge.multi_objective_torch
• ax.modelbridge.numpy
• ax.modelbridge.random
• 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.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.one_hot
• ax.modelbridge.transforms.ordered_choice_encode
• ax.modelbridge.transforms.percentile_y
• ax.modelbridge.transforms.power_transform_y
• 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.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.numpy.randomforest
• ax.models.numpy_base
• 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.kg
• ax.models.torch.botorch_modular.list_surrogate
• ax.models.torch.botorch_modular.mes
• ax.models.torch.botorch_modular.model
• ax.models.torch.botorch_modular.multi_fidelity
• 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.posterior_mean
• ax.models.torch.rembo
• ax.models.torch.utils
• ax.models.torch_base
• ax.plot.bandit_rollout
• ax.plot.base
• ax.plot.color
• ax.plot.contour
• ax.plot.diagnostic
• ax.plot.exp_utils
• ax.plot.feature_importances
• ax.plot.helper
• ax.plot.marginal_effects
• ax.plot.pareto_frontier
• ax.plot.pareto_utils
• ax.plot.render
• ax.plot.scatter
• ax.plot.slice
• ax.plot.table_view
• ax.plot.trace
• ax.runners.synthetic
• ax.service.ax_client
• ax.service.managed_loop
• ax.service.utils.best_point
• ax.service.utils.instantiation
• ax.service.utils.with_db_settings_base
• 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.save
• ax.storage.metric_registry
• ax.storage.runner_registry
• ax.storage.sqa_store.db
• ax.storage.sqa_store.decoder
• ax.storage.sqa_store.encoder
• ax.storage.sqa_store.json
• ax.storage.sqa_store.load
• ax.storage.sqa_store.save
• ax.storage.sqa_store.sqa_classes
• ax.storage.sqa_store.sqa_config
• 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.utils
• ax.utils.common.base
• ax.utils.common.constants
• ax.utils.common.docutils
• ax.utils.common.equality
• ax.utils.common.executils
• ax.utils.common.kwargs
• ax.utils.common.logger
• ax.utils.common.serialization
• ax.utils.common.testutils
• ax.utils.common.timeutils
• ax.utils.common.typeutils
• ax.utils.flake8_plugins.docstring_checker
• ax.utils.measurement.synthetic_functions
• ax.utils.notebook.plotting
• ax.utils.report.render
• ax.utils.stats.statstools
• ax.utils.testing.benchmark_stubs
• ax.utils.testing.core_stubs
• ax.utils.testing.modeling_stubs
• ax.utils.testing.test_init_files
• ax.utils.testing.torch_stubs
• ax.utils.testing.unittest_conventions
• ax.utils.tutorials.cnn_utils