mars.learn.contrib.lightgbm.LGBMRegressor
=========================================

.. currentmodule:: mars.learn.contrib.lightgbm

.. autoclass:: LGBMRegressor

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~LGBMRegressor.__init__
      ~LGBMRegressor.fit
      ~LGBMRegressor.get_params
      ~LGBMRegressor.load_model
      ~LGBMRegressor.predict
      ~LGBMRegressor.predict_proba
      ~LGBMRegressor.score
      ~LGBMRegressor.set_params
      ~LGBMRegressor.to_local
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~LGBMRegressor.best_iteration_
      ~LGBMRegressor.best_score_
      ~LGBMRegressor.booster_
      ~LGBMRegressor.evals_result_
      ~LGBMRegressor.feature_importances_
      ~LGBMRegressor.feature_name_
      ~LGBMRegressor.n_estimators_
      ~LGBMRegressor.n_features_
      ~LGBMRegressor.n_features_in_
      ~LGBMRegressor.n_iter_
      ~LGBMRegressor.objective_