CatBoostRegressor

class CatBoostRegressor(iterations=None,
                        learning_rate=None,
                        depth=None,
                        l2_leaf_reg=None,
                        model_size_reg=None,
                        rsm=None,
                        loss_function='RMSE',
                        border_count=None,
                        feature_border_type=None,
                        per_float_feature_quantization=None,
                        input_borders=None,
                        output_borders=None,
                        fold_permutation_block=None,
                        od_pval=None,
                        od_wait=None,
                        od_type=None,
                        nan_mode=None,
                        counter_calc_method=None,
                        leaf_estimation_iterations=None,
                        leaf_estimation_method=None,
                        thread_count=None,
                        random_seed=None,
                        use_best_model=None,
                        best_model_min_trees=None,
                        verbose=None,
                        silent=None,
                        logging_level=None,
                        metric_period=None,
                        ctr_leaf_count_limit=None,
                        store_all_simple_ctr=None,
                        max_ctr_complexity=None,
                        has_time=None,
                        allow_const_label=None,
                        one_hot_max_size=None,
                        random_strength=None,
                        name=None,
                        ignored_features=None,
                        train_dir=None,
                        custom_metric=None,
                        eval_metric=None,
                        bagging_temperature=None,
                        save_snapshot=None,
                        snapshot_file=None,
                        snapshot_interval=None,
                        fold_len_multiplier=None,
                        used_ram_limit=None,
                        gpu_ram_part=None,
                        pinned_memory_size=None,
                        allow_writing_files=None,
                        final_ctr_computation_mode=None,
                        approx_on_full_history=None,
                        boosting_type=None,
                        simple_ctr=None,
                        combinations_ctr=None,
                        per_feature_ctr=None,
                        ctr_target_border_count=None,
                        task_type=None,
                        device_config=None,
                        devices=None,
                        bootstrap_type=None,
                        subsample=None,
                        sampling_unit=None,
                        dev_score_calc_obj_block_size=None,
                        max_depth=None,
                        n_estimators=None,
                        num_boost_round=None,
                        num_trees=None,
                        colsample_bylevel=None,
                        random_state=None,
                        reg_lambda=None,
                        objective=None,
                        eta=None,
                        max_bin=None,
                        gpu_cat_features_storage=None,
                        data_partition=None,
                        metadata=None,
                        early_stopping_rounds=None,
                        cat_features=None,
                        grow_policy=None,
                        min_data_in_leaf=None,
                        min_child_samples=None,
                        max_leaves=None,
                        num_leaves=None,
                        score_function=None,
                        leaf_estimation_backtracking=None,
                        ctr_history_unit=None,
                        monotone_constraints=None,
                        feature_weights=None,
                        penalties_coefficient=None,
                        first_feature_use_penalties=None,
                        model_shrink_rate=None,
                        model_shrink_mode=None,
                        langevin=None,
                        diffusion_temperature=None,
                        posterior_sampling=None,
                        boost_from_average=None,
                        fixed_binary_splits=None)