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  • User guide
  • Examples
  • Troubleshooting
  • Changelog
  • Code reference
  • Gallery
  • Contributing to boa

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  • boa.metrics
    • boa.metrics.metric_funcs
      • boa.metrics.metric_funcs.metric_from_json
      • boa.metrics.metric_funcs.metric_from_yaml
      • boa.metrics.metric_funcs.normalized_root_mean_squared_error
    • boa.metrics.metrics
      • boa.metrics.metrics.generic_closure
      • boa.metrics.metrics.get_boa_metric
      • boa.metrics.metrics.get_metric_by_class_name
      • boa.metrics.metrics.get_metric_from_config
      • boa.metrics.metrics.get_sklearn_func
      • boa.metrics.metrics.get_synth_func
      • boa.metrics.metrics.setup_sklearn_metric
      • boa.metrics.metrics.setup_synthetic_metric
      • boa.metrics.metrics.METRICS
      • boa.metrics.metrics.MetricToEval
      • boa.metrics.metrics.ModularMetric
    • boa.metrics.synthethic_funcs
      • boa.metrics.synthethic_funcs.Hartmann4
  • boa.ax_instantiation_utils
    • boa.ax_instantiation_utils.choose_generation_strategy_from_experiment
    • boa.ax_instantiation_utils.generation_strategy_from_config
    • boa.ax_instantiation_utils.get_experiment
    • boa.ax_instantiation_utils.get_generation_strategy
    • boa.ax_instantiation_utils.get_scheduler
    • boa.ax_instantiation_utils.instantiate_search_space_from_json
  • boa.metaclasses
    • boa.metaclasses.write_exception_to_log
    • boa.metaclasses.MetricRegister
    • boa.metaclasses.MetricToEvalRegister
    • boa.metaclasses.RunnerRegister
    • boa.metaclasses.WrapperRegister
  • boa.runner
    • boa.runner.WrappedJobRunner
  • boa.storage
    • boa.storage.load_experiment
    • boa.storage.pickle_obj
    • boa.storage.save_experiment
    • boa.storage.scheduler_from_json_file
    • boa.storage.scheduler_from_json_snapshot
    • boa.storage.scheduler_to_json_file
    • boa.storage.scheduler_to_json_snapshot
    • boa.storage.unpickle_obj
  • boa.utils
    • boa.utils.convert_type
    • boa.utils.get_callable_signature
    • boa.utils.get_dictionary_from_callable
    • boa.utils.get_dictionary_matching_signature
    • boa.utils.serialize_init_args
  • boa.wrapper
    • boa.wrapper.BaseWrapper
  • boa.wrapper_utils
    • boa.wrapper_utils.boa_params_to_wpr
    • boa.wrapper_utils.cd_and_cd_back
    • boa.wrapper_utils.cd_and_cd_back_dec
    • boa.wrapper_utils.exp_dir_from_exp_dir
    • boa.wrapper_utils.exp_dir_from_working_dir
    • boa.wrapper_utils.get_dt_now_as_str
    • boa.wrapper_utils.get_trial_dir
    • boa.wrapper_utils.load_json
    • boa.wrapper_utils.load_jsonlike
    • boa.wrapper_utils.load_yaml
    • boa.wrapper_utils.make_experiment_dir
    • boa.wrapper_utils.make_trial_dir
    • boa.wrapper_utils.normalize_config
    • boa.wrapper_utils.wpr_params_to_boa
    • boa.wrapper_utils.write_configs
    • boa.wrapper_utils.zfilled_trial_index

boa.metrics.metrics#

Functions

generic_closure

get_boa_metric

get_metric_by_class_name

get_metric_from_config

get_sklearn_func

get_synth_func

setup_sklearn_metric

setup_synthetic_metric

Classes

METRICS

MetricToEval

ModularMetric

A wrappable metric defined by a generic deterministic function with the ability to inject a wrapper for higher customizability.

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