phenotypic.tune
===============

.. automodule:: phenotypic.tune
   :no-index:

   
   
   

   
   
   .. rubric:: Functions

   .. autosummary::
      :toctree:
      :nosignatures:
   
      build_pipeline
      infer_group_key
      compute_generalization_gap
      run_held_out
      compute_param_importance
      compute_param_importance_report
      count_free_params
      screening_warmup_floor
      select_params_to_freeze
      freeze_value
      build_reduced_space
      run_tuning
      infer_search_space
      run_auto_space
   
   

   
   
   .. rubric:: Classes

   .. autosummary::
      :toctree:
      :template: class.rst
      :nosignatures:
   
      Categorical
      IntRange
      FloatRange
      Fixed
      Knob
      SearchSpace
      Evaluator
      EvaluationResult
      HeldOutConfig
      GeneralizationReport
      TuningEngine
      TuningSpec
      Budget
      StudyStore
      JournalStudyStore
      Trial
      ImportanceReport
      ScreeningController
      ScreeningConfig
      ScreeningResult
      TuneSpec
      InferredSearchSpace
      Excluded
   
   

   
   
   



.. rubric:: Modules

.. autosummary::
   :toctree:
   :template: module.rst
   :recursive:

   score
   strategy