tabensemb.model.PytorchTabular
==============================

.. currentmodule:: tabensemb.model

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

   
   .. autosummary::
   
   
      ~PytorchTabular._data_preprocess
      ~PytorchTabular._get_model_names
      ~PytorchTabular._get_program_name
      ~PytorchTabular._initial_values
      ~PytorchTabular._new_model
      ~PytorchTabular._pred_single_model
      ~PytorchTabular._space
      ~PytorchTabular._train_data_preprocess
      ~PytorchTabular._train_single_model
   

   


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