tabensemb.model.AbstractModel
=============================

.. currentmodule:: tabensemb.model

.. autoclass:: AbstractModel
   :show-inheritance:
   
   .. rubric:: Methods
   .. automethod:: __init__

   
   .. autosummary::
   
      ~AbstractModel.cal_feature_importance
      ~AbstractModel.cal_shap
      ~AbstractModel.detach_model
      ~AbstractModel.fit
      ~AbstractModel.get_model_names
      ~AbstractModel.inspect_attr
      ~AbstractModel.new_model
      ~AbstractModel.predict
      ~AbstractModel.predict_proba
      ~AbstractModel.required_models
      ~AbstractModel.reset
      ~AbstractModel.save_kwargs
      ~AbstractModel.set_path
      ~AbstractModel.train
   
      ~AbstractModel._bayes_eval
      ~AbstractModel._check_params
      ~AbstractModel._check_space
      ~AbstractModel._check_train_status
      ~AbstractModel._conditional_validity
      ~AbstractModel._custom_training_params
      ~AbstractModel._data_preprocess
      ~AbstractModel._default_metric_sklearn
      ~AbstractModel._get_model_names
      ~AbstractModel._get_params
      ~AbstractModel._get_program_name
      ~AbstractModel._get_required_models
      ~AbstractModel._initial_values
      ~AbstractModel._mkdir
      ~AbstractModel._new_model
      ~AbstractModel._pred_single_model
      ~AbstractModel._predict
      ~AbstractModel._predict_all
      ~AbstractModel._predict_model
      ~AbstractModel._predict_model_on_partition
      ~AbstractModel._space
      ~AbstractModel._train
      ~AbstractModel._train_data_preprocess
      ~AbstractModel._train_single_model
      ~AbstractModel._update_optimizer_lr_scheduler_params
   

   


   .. HACK -- the point here is that we don't want this to appear in the output, but the autosummary should still generate the pages.
      .. autosummary::
         :toctree:
      
         AbstractModel._bayes_eval
         AbstractModel._check_params
         AbstractModel._check_space
         AbstractModel._check_train_status
         AbstractModel._conditional_validity
         AbstractModel._custom_training_params
         AbstractModel._data_preprocess
         AbstractModel._default_metric_sklearn
         AbstractModel._get_model_names
         AbstractModel._get_params
         AbstractModel._get_program_name
         AbstractModel._get_required_models
         AbstractModel._initial_values
         AbstractModel._mkdir
         AbstractModel._new_model
         AbstractModel._pred_single_model
         AbstractModel._predict
         AbstractModel._predict_all
         AbstractModel._predict_model
         AbstractModel._predict_model_on_partition
         AbstractModel._space
         AbstractModel._train
         AbstractModel._train_data_preprocess
         AbstractModel._train_single_model
         AbstractModel._update_optimizer_lr_scheduler_params
         AbstractModel.cal_feature_importance
         AbstractModel.cal_shap
         AbstractModel.detach_model
         AbstractModel.fit
         AbstractModel.get_model_names
         AbstractModel.inspect_attr
         AbstractModel.new_model
         AbstractModel.predict
         AbstractModel.predict_proba
         AbstractModel.required_models
         AbstractModel.reset
         AbstractModel.save_kwargs
         AbstractModel.set_path
         AbstractModel.train



   .. HACK -- the point here is that we don't want this to appear in the output, but the autosummary should still generate the pages.
      .. autosummary::
         :toctree:
      
         AbstractModel._support_warm_start
         AbstractModel._trained
         AbstractModel.device