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unit: def _remove_unused_features()
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unit: def get_config()
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unit: def _get_splitter_cls()
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unit: def get_pred_from_proba()
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unit: def sort_features_by_priority()
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unit: def predict_proba()
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unit: def _infer_base_model_names()
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unit: def get_inputs_to_stacker()
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unit: def make_scorer()
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unit: def _soft_log_loss()
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unit: def _get_valid_labels()
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unit: def update_legacy_cfg()
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unit: def adjust_threshold_if_necessary()
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unit: def _validate_fit_memory_usage()
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unit: def get_param_baseline()
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unit: def _validate_fit_memory_usage()
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unit: def __init__()
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unit: def _get_num_net_outputs()
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unit: def __getitem__()
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unit: def get_searchspace_regression()
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unit: def get_default_param()
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unit: def get_param_baseline()
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unit: def save()
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unit: def predict()
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unit: def get_default_searchspace()
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unit: def get_param_baseline()
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unit: def get_param_multiclass_baseline()
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unit: def get_param_regression_baseline()
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unit: def remove_features()
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unit: def _transform()
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unit: def convert_pred_probas_df_to_list()
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unit: def _remove_features_in()
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id: 661
unit: def __init__()
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id: 662
unit: def _ensure_no_duplicate_column_names()
file: features/src/autogluon/features/generators/abstract.py
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size: 10 LOC
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number of parameters: 2

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unit: def _get_unused_features()
file: features/src/autogluon/features/generators/abstract.py
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size: 10 LOC
McCabe index: 4
number of parameters: 3

id: 664
unit: def _fit_transform_custom()
file: features/src/autogluon/features/generators/pipeline.py
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size: 10 LOC
McCabe index: 2
number of parameters: 4

id: 665
unit: def _compute_pre_memory_usage()
file: features/src/autogluon/features/generators/pipeline.py
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size: 10 LOC
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number of parameters: 2

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unit: def _get_params_default()
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number of parameters: 1

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unit: def __new__()
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number of parameters: 2

id: 668
unit: def cudaShutdown()
file: core/src/autogluon/core/utils/nvutil.py
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size: 10 LOC
McCabe index: 2
number of parameters: 0

id: 669
unit: def _get_safe_fi_batch_count()
file: core/src/autogluon/core/utils/utils.py
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size: 10 LOC
McCabe index: 2
number of parameters: 5

id: 670
unit: def try_import_catboost()
file: core/src/autogluon/core/utils/try_import.py
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size: 10 LOC
McCabe index: 3
number of parameters: 0

id: 671
unit: def try_import_fastai()
file: core/src/autogluon/core/utils/try_import.py
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size: 10 LOC
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number of parameters: 0

id: 672
unit: def try_import_vowpalwabbit()
file: core/src/autogluon/core/utils/try_import.py
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size: 10 LOC
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number of parameters: 0

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unit: def unzip()
file: core/src/autogluon/core/utils/files.py
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size: 10 LOC
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number of parameters: 2

id: 674
unit: def _update_patience()
file: core/src/autogluon/core/utils/early_stopping.py
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size: 10 LOC
McCabe index: 1
number of parameters: 2

id: 675
unit: def _can_connect()
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size: 10 LOC
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number of parameters: 3

id: 676
unit: def timeout()
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number of parameters: 3

id: 677
unit: def _validate_fit_memory_usage()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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size: 10 LOC
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number of parameters: 2

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unit: def load_info()
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number of parameters: 3

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unit: def _initialize()
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unit: def __init__()
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unit: def limit_models_per_type()
file: core/src/autogluon/core/models/ensemble/stacker_ensemble_model.py
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id: 682
unit: def get_info()
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number of parameters: 1

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unit: def preprocess()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
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size: 10 LOC
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number of parameters: 5

id: 684
unit: def convert_binary_proba_to_multiclass_proba()
file: core/src/autogluon/core/data/label_cleaner.py
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size: 10 LOC
McCabe index: 4
number of parameters: 2

id: 685
unit: def get_models_attribute_dict()
file: core/src/autogluon/core/trainer/abstract_trainer.py
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unit: def load_info()
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id: 687
unit: def unpack()
file: vision/src/autogluon/vision/configs/presets_configs.py
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size: 10 LOC
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number of parameters: 1

id: 688
unit: def _set_valid_labels()
file: vision/src/autogluon/vision/predictor/predictor.py
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size: 10 LOC
McCabe index: 3
number of parameters: 2

id: 689
unit: def get_cls_sep_id()
file: text/src/autogluon/text/text_prediction/mx/preprocessing.py
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size: 10 LOC
McCabe index: 3
number of parameters: 1

id: 690
unit: def predict()
file: text/src/autogluon/text/text_prediction/predictor/predictor.py
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McCabe index: 3
number of parameters: 3

id: 691
unit: def positive_class()
file: tabular/src/autogluon/tabular/learner/abstract_learner.py
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size: 9 LOC
McCabe index: 4
number of parameters: 1

id: 692
unit: def fit_transform_features()
file: tabular/src/autogluon/tabular/learner/abstract_learner.py
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number of parameters: 4

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unit: def save()
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id: 694
unit: def presets()
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McCabe index: 5
number of parameters: 4

id: 695
unit: def included_model_types()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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unit: def _prune_data_features()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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number of parameters: 4

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unit: def _set_feature_generator()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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number of parameters: 4

id: 698
unit: def get_default_searchspace()
file: tabular/src/autogluon/tabular/models/xgboost/hyperparameters/searchspaces.py
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size: 9 LOC
McCabe index: 4
number of parameters: 2

id: 699
unit: def get_param_binary_baseline()
file: tabular/src/autogluon/tabular/models/xgboost/hyperparameters/parameters.py
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unit: def _time_check()
file: tabular/src/autogluon/tabular/models/xgboost/callbacks.py
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number of parameters: 3

id: 701
unit: def get_default_searchspace()
file: tabular/src/autogluon/tabular/models/catboost/hyperparameters/searchspaces.py
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size: 9 LOC
McCabe index: 4
number of parameters: 2

id: 702
unit: def get_param_baseline()
file: tabular/src/autogluon/tabular/models/catboost/hyperparameters/parameters.py
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McCabe index: 4
number of parameters: 2

id: 703
unit: def _predict_proba()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/tabular_nn_mxnet.py
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unit: def load()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/tabular_nn_mxnet.py
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number of parameters: 4

id: 705
unit: def generate_dataset_and_dataloader()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/tabular_nn_dataset.py
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size: 9 LOC
McCabe index: 2
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id: 706
unit: def save()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/tabular_nn_dataset.py
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McCabe index: 1
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id: 707
unit: def __init__()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/lr_scheduler.py
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number of parameters: 2

id: 708
unit: def _predict_proba()
file: tabular/src/autogluon/tabular/models/tabular_nn/torch/tabular_nn_torch.py
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McCabe index: 3
number of parameters: 3

id: 709
unit: def margin_loss()
file: tabular/src/autogluon/tabular/models/tabular_nn/torch/torch_network_modules.py
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McCabe index: 1
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id: 710
unit: def get_default_layers()
file: tabular/src/autogluon/tabular/models/tabular_nn/utils/nn_architecture_utils.py
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McCabe index: 5
number of parameters: 3

id: 711
unit: def _get_default_auxiliary_params()
file: tabular/src/autogluon/tabular/models/fasttext/fasttext_model.py
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id: 712
unit: def init_input()
file: tabular/src/autogluon/tabular/models/tab_transformer/tab_transformer.py
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id: 713
unit: def _set_default_params()
file: tabular/src/autogluon/tabular/models/rf/rf_model.py
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number of parameters: 1

id: 714
unit: def _get_num_trees_per_estimator()
file: tabular/src/autogluon/tabular/models/rf/rf_model.py
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number of parameters: 1

id: 715
unit: def __init__()
file: tabular/src/autogluon/tabular/models/fastainn/tabular_nn_fastai.py
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number of parameters: 2

id: 716
unit: def __get_objective_func_to_monitor()
file: tabular/src/autogluon/tabular/models/fastainn/tabular_nn_fastai.py
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McCabe index: 5
number of parameters: 2

id: 717
unit: def get_default_searchspace()
file: tabular/src/autogluon/tabular/models/lgb/hyperparameters/searchspaces.py
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McCabe index: 4
number of parameters: 2

id: 718
unit: def softclass_lgbobj()
file: tabular/src/autogluon/tabular/models/lgb/lgb_utils.py
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McCabe index: 1
number of parameters: 2

id: 719
unit: def get_preset_custom()
file: tabular/src/autogluon/tabular/trainer/model_presets/presets_custom.py
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McCabe index: 3
number of parameters: 2

id: 720
unit: def list_bucket_s3()
file: common/src/autogluon/common/loaders/load_s3.py
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number of parameters: 1

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unit: def load_multipart_s3()
file: common/src/autogluon/common/loaders/load_s3.py
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number of parameters: 5

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unit: def _handle_errors()
file: common/src/autogluon/common/loaders/_utils.py
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number of parameters: 2

id: 723
unit: def get_types_special()
file: common/src/autogluon/common/features/infer_types.py
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number of parameters: 1

id: 724
unit: def get_type_group_map()
file: common/src/autogluon/common/features/infer_types.py
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McCabe index: 4
number of parameters: 1

id: 725
unit: def get_smallest_valid_dtype_int()
file: features/src/autogluon/features/utils.py
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McCabe index: 5
number of parameters: 2

id: 726
unit: def _transform()
file: features/src/autogluon/features/generators/isnan.py
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number of parameters: 2

id: 727
unit: def _fit_transform()
file: features/src/autogluon/features/generators/fillna.py
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number of parameters: 3

id: 728
unit: def _generate_features_text_special()
file: features/src/autogluon/features/generators/text_special.py
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McCabe index: 3
number of parameters: 2

id: 729
unit: def _get_feature_links()
file: features/src/autogluon/features/generators/abstract.py
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number of parameters: 3

id: 730
unit: def _compute_post_memory_usage()
file: features/src/autogluon/features/generators/pipeline.py
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number of parameters: 2

id: 731
unit: def _should_read_directly()
file: core/src/autogluon/core/utils/serialization.py
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number of parameters: 1

id: 732
unit: def normalize_binary_probas()
file: core/src/autogluon/core/utils/utils.py
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McCabe index: 3
number of parameters: 2

id: 733
unit: def normalize_multi_probas()
file: core/src/autogluon/core/utils/utils.py
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number of parameters: 2

id: 734
unit: def infer_eval_metric()
file: core/src/autogluon/core/utils/utils.py
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number of parameters: 1

id: 735
unit: def get_gpu_free_memory()
file: core/src/autogluon/core/utils/utils.py
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number of parameters: 0

id: 736
unit: def try_import_lightgbm()
file: core/src/autogluon/core/utils/try_import.py
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number of parameters: 0

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unit: def try_import_rapids_cuml()
file: core/src/autogluon/core/utils/try_import.py
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number of parameters: 0

id: 738
unit: def check_sha1()
file: core/src/autogluon/core/utils/files.py
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number of parameters: 2

id: 739
unit: def _wait_for_worker_nodes_to_start_sshd()
file: core/src/autogluon/core/utils/sync_remote.py
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number of parameters: 3

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unit: def _apply_temperature_scaling()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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number of parameters: 2

id: 741
unit: def _calculate_weights()
file: core/src/autogluon/core/models/greedy_ensemble/ensemble_selection.py
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McCabe index: 3
number of parameters: 1

id: 742
unit: def is_mem_sufficient()
file: core/src/autogluon/core/models/ensemble/fold_fitting_strategy.py
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number of parameters: 2

id: 743
unit: def _get_gpu_count()
file: core/src/autogluon/core/models/ensemble/fold_fitting_strategy.py
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McCabe index: 6
number of parameters: 1

id: 744
unit: def pred_probas_to_df()
file: core/src/autogluon/core/models/ensemble/stacker_ensemble_model.py
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McCabe index: 3
number of parameters: 3

id: 745
unit: def schedule_fold_model_fit()
file: core/src/autogluon/core/models/ensemble/ray_parallel_fold_fitting_strategy.py
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McCabe index: 2
number of parameters: 4

id: 746
unit: def get_params()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
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McCabe index: 1
number of parameters: 1

id: 747
unit: def _add_child_times_to_bag()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
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McCabe index: 3
number of parameters: 2

id: 748
unit: def _add_parallel_child_times()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
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McCabe index: 3
number of parameters: 3

id: 749
unit: def _get_child_info()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
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McCabe index: 3
number of parameters: 1

id: 750
unit: def construct()
file: core/src/autogluon/core/data/cleaner.py
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McCabe index: 4
number of parameters: 3

id: 751
unit: def create_version_file()
file: core/src/autogluon/core/_setup_utils.py
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number of parameters: 3

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unit: def __init__()
file: core/src/autogluon/core/scheduler/seq_scheduler.py
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id: 753
unit: def load()
file: core/src/autogluon/core/trainer/abstract_trainer.py
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number of parameters: 3

id: 754
unit: def quadratic_kappa()
file: core/src/autogluon/core/metrics/classification_metrics.py
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McCabe index: 3
number of parameters: 2

id: 755
unit: def sanitize_array()
file: core/src/autogluon/core/metrics/util.py
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McCabe index: 1
number of parameters: 1

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unit: def tokenize_data()
file: text/src/autogluon/text/text_prediction/mx/preprocessing.py
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McCabe index: 4
number of parameters: 2

id: 757
unit: def base_cfg()
file: text/src/autogluon/text/text_prediction/mx/models.py
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McCabe index: 1
number of parameters: 0

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unit: def hybrid_forward()
file: text/src/autogluon/text/text_prediction/mx/modules.py
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McCabe index: 4
number of parameters: 3

id: 759
unit: def eval_()
file: text/src/autogluon/text/text_prediction/metrics.py
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McCabe index: 4
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unit: def is_numerical_column()
file: text/src/autogluon/text/text_prediction/infer_types.py
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McCabe index: 2
number of parameters: 2

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unit: def save()
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McCabe index: 1
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unit: def __init__()
file: tabular/src/autogluon/tabular/learner/default_learner.py
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unit: def hyperparameter_tune_kwargs()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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McCabe index: 3
number of parameters: 3

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unit: def excluded_model_types()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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McCabe index: 5
number of parameters: 3

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unit: def _assert_is_fit()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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McCabe index: 3
number of parameters: 2

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unit: def _preprocess()
file: tabular/src/autogluon/tabular/models/xgboost/xgboost_model.py
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McCabe index: 3
number of parameters: 5

id: 767
unit: def get_searchspace_multiclass_baseline()
file: tabular/src/autogluon/tabular/models/xgboost/hyperparameters/searchspaces.py
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McCabe index: 1
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unit: def get_base_params()
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unit: def get_param_regression_baseline()
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unit: def _get_default_ag_args()
file: tabular/src/autogluon/tabular/models/image_prediction/image_predictor.py
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id: 771
unit: def load()
file: tabular/src/autogluon/tabular/models/image_prediction/image_predictor.py
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id: 772
unit: def evaluate()
file: tabular/src/autogluon/tabular/models/catboost/catboost_utils.py
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number of parameters: 4

id: 773
unit: def after_iteration()
file: tabular/src/autogluon/tabular/models/catboost/callbacks.py
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unit: def _set_default_params()
file: tabular/src/autogluon/tabular/models/catboost/catboost_model.py
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unit: def _get_default_auxiliary_params()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/tabular_nn_mxnet.py
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unit: def get_labels()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/tabular_nn_dataset.py
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unit: def load()
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unit: def _get_default_auxiliary_params()
file: tabular/src/autogluon/tabular/models/tabular_nn/torch/tabular_nn_torch.py
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unit: def _get_default_loss_function()
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unit: def _get_net()
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unit: def build_loader()
file: tabular/src/autogluon/tabular/models/tabular_nn/torch/tabular_torch_dataset.py
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unit: def get_embed_sizes()
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unit: def __init__()
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unit: def get_quantile_hyper_params()
file: tabular/src/autogluon/tabular/models/tabular_nn/hyperparameters/parameters.py
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unit: def merge_framework_params()
file: tabular/src/autogluon/tabular/models/tabular_nn/hyperparameters/parameters.py
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unit: def predict()
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unit: def forward()
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unit: def _get_default_auxiliary_params()
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unit: def _preprocess()
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unit: def augmentation()
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unit: def fit()
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unit: def __init__()
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unit: def fit()
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unit: def __getstate__()
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unit: def __getstate__()
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unit: def _get_default_auxiliary_params()
file: tabular/src/autogluon/tabular/models/knn/knn_model.py
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unit: def get_oof_pred_proba()
file: tabular/src/autogluon/tabular/models/knn/knn_model.py
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unit: def _estimate_memory_usage()
file: tabular/src/autogluon/tabular/models/rf/rf_model.py
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unit: def get_oof_pred_proba()
file: tabular/src/autogluon/tabular/models/rf/rf_model.py
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unit: def _set_default_params()
file: tabular/src/autogluon/tabular/models/rf/rf_rapids_model.py
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unit: def _get_batch_size()
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unit: def _get_stopping_metric_internal()
file: tabular/src/autogluon/tabular/models/lgb/lgb_model.py
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unit: def get_param_multiclass_baseline_custom()
file: tabular/src/autogluon/tabular/models/lgb/hyperparameters/parameters.py
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unit: def get_param_binary_baseline_custom()
file: tabular/src/autogluon/tabular/models/lgb/hyperparameters/parameters.py
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unit: def get_param_regression_baseline_custom()
file: tabular/src/autogluon/tabular/models/lgb/hyperparameters/parameters.py
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unit: def __sanify()
file: tabular/src/autogluon/tabular/models/vowpalwabbit/vowpalwabbit_utils.py
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unit: def _get_default_ag_args()
file: tabular/src/autogluon/tabular/models/vowpalwabbit/vowpalwabbit_model.py
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unit: def load()
file: tabular/src/autogluon/tabular/models/text_prediction/text_prediction_v1_model.py
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unit: def set_logger_verbosity()
file: common/src/autogluon/common/utils/log_utils.py
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number of parameters: 2

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unit: def save()
file: common/src/autogluon/common/savers/save_json.py
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unit: def _remove_features_in()
file: features/src/autogluon/features/generators/astype.py
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number of parameters: 2

id: 812
unit: def _generate_features_datetime()
file: features/src/autogluon/features/generators/datetime.py
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number of parameters: 2

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unit: def __init__()
file: features/src/autogluon/features/generators/fillna.py
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unit: def _fit_transform()
file: features/src/autogluon/features/generators/text_special.py
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number of parameters: 3

id: 815
unit: def _remove_features_out()
file: features/src/autogluon/features/generators/abstract.py
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number of parameters: 2

id: 816
unit: def print_feature_metadata_info()
file: features/src/autogluon/features/generators/abstract.py
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number of parameters: 2

id: 817
unit: def __init__()
file: core/src/autogluon/core/searcher/local_grid_searcher.py
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unit: def shuffle_df_rows()
file: core/src/autogluon/core/utils/utils.py
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number of parameters: 3

id: 819
unit: def default_holdout_frac()
file: core/src/autogluon/core/utils/utils.py
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number of parameters: 2

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unit: def get_pred_from_proba_df()
file: core/src/autogluon/core/utils/utils.py
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number of parameters: 2

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unit: def unevaluated_fi_df_template()
file: core/src/autogluon/core/utils/utils.py
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number of parameters: 1

id: 822
unit: def add_noise_column()
file: core/src/autogluon/core/utils/feature_selection.py
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number of parameters: 4

id: 823
unit: def compute_time_budget_fi()
file: core/src/autogluon/core/utils/feature_selection.py
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number of parameters: 4

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unit: def unpack()
file: core/src/autogluon/core/utils/decorators.py
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number of parameters: 2

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unit: def sagemaker_setup()
file: core/src/autogluon/core/utils/sync_remote.py
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number of parameters: 0

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unit: def create_scheduler()
file: core/src/autogluon/core/task/base/base_task.py
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number of parameters: 4

id: 827
unit: def _init_params()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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number of parameters: 1

id: 828
unit: def score()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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number of parameters: 6

id: 829
unit: def score_with_y_pred_proba()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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number of parameters: 5

id: 830
unit: def skip_hpo()
file: core/src/autogluon/core/models/abstract/model_trial.py
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number of parameters: 8

id: 831
unit: def remove_zero_weight_models()
file: core/src/autogluon/core/models/greedy_ensemble/greedy_weighted_ensemble_model.py
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number of parameters: 2

id: 832
unit: def _set_stack_columns()
file: core/src/autogluon/core/models/greedy_ensemble/greedy_weighted_ensemble_model.py
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number of parameters: 2

id: 833
unit: def schedule_fold_model_fit()
file: core/src/autogluon/core/models/ensemble/fold_fitting_strategy.py
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McCabe index: 3
number of parameters: 2

id: 834
unit: def load_base_model()
file: core/src/autogluon/core/models/ensemble/stacker_ensemble_model.py
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McCabe index: 2
number of parameters: 2

id: 835
unit: def score_with_oof()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
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number of parameters: 3

id: 836
unit: def _get_model_names()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
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number of parameters: 1

id: 837
unit: def has_enough_time_for_trial_()
file: core/src/autogluon/core/scheduler/seq_scheduler.py
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number of parameters: 7

id: 838
unit: def create_contexts()
file: core/src/autogluon/core/trainer/abstract_trainer.py
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number of parameters: 2

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unit: def __init__()
file: core/src/autogluon/core/dataset.py
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number of parameters: 3

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unit: def __init__()
file: vision/src/autogluon/vision/detector/detector.py
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number of parameters: 3

id: 841
unit: def predict()
file: vision/src/autogluon/vision/detector/detector.py
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number of parameters: 3

id: 842
unit: def predict_feature()
file: vision/src/autogluon/vision/predictor/predictor.py
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number of parameters: 3

id: 843
unit: def __init__()
file: text/src/autogluon/text/text_prediction/predictor/predictor.py
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unit: def save_trainer()
file: tabular/src/autogluon/tabular/learner/abstract_learner.py
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number of parameters: 2

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unit: def load_trainer()
file: tabular/src/autogluon/tabular/learner/abstract_learner.py
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number of parameters: 1

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unit: def build()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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number of parameters: 1

id: 847
unit: def features()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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number of parameters: 2

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unit: def _set_post_fit_vars()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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number of parameters: 2

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unit: def _validate_unique_indices()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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number of parameters: 2

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unit: def _get_default_auxiliary_params()
file: tabular/src/autogluon/tabular/models/xgboost/xgboost_model.py
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unit: def _predict_proba()
file: tabular/src/autogluon/tabular/models/xgboost/xgboost_model.py
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unit: def load()
file: tabular/src/autogluon/tabular/models/xgboost/xgboost_model.py
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unit: def __init__()
file: tabular/src/autogluon/tabular/models/xgboost/xgboost_utils.py
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unit: def transform()
file: tabular/src/autogluon/tabular/models/xgboost/xgboost_utils.py
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number of parameters: 3

id: 855
unit: def get_searchspace_binary_baseline()
file: tabular/src/autogluon/tabular/models/xgboost/hyperparameters/searchspaces.py
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McCabe index: 1
number of parameters: 0

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unit: def get_searchspace_regression_baseline()
file: tabular/src/autogluon/tabular/models/xgboost/hyperparameters/searchspaces.py
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McCabe index: 1
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unit: def before_training()
file: tabular/src/autogluon/tabular/models/xgboost/callbacks.py
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number of parameters: 2

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unit: def evaluate()
file: tabular/src/autogluon/tabular/models/catboost/catboost_utils.py
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McCabe index: 1
number of parameters: 4

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unit: def get_searchspace_multiclass_baseline()
file: tabular/src/autogluon/tabular/models/catboost/hyperparameters/searchspaces.py
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McCabe index: 1
number of parameters: 1

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unit: def get_searchspace_binary_baseline()
file: tabular/src/autogluon/tabular/models/catboost/hyperparameters/searchspaces.py
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McCabe index: 1
number of parameters: 0

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unit: def get_searchspace_regression_baseline()
file: tabular/src/autogluon/tabular/models/catboost/hyperparameters/searchspaces.py
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McCabe index: 1
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file: tabular/src/autogluon/tabular/models/catboost/callbacks.py
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unit: def after_iteration()
file: tabular/src/autogluon/tabular/models/catboost/callbacks.py
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McCabe index: 2
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unit: def _get_default_auxiliary_params()
file: tabular/src/autogluon/tabular/models/catboost/catboost_model.py
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McCabe index: 1
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unit: def _set_net_defaults()
file: tabular/src/autogluon/tabular/models/tabular_nn/torch/tabular_nn_torch.py
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McCabe index: 3
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unit: def quantile_loss()
file: tabular/src/autogluon/tabular/models/tabular_nn/torch/torch_network_modules.py
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McCabe index: 2
number of parameters: 4

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unit: def fit()
file: tabular/src/autogluon/tabular/models/tabular_nn/utils/categorical_encoders.py
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McCabe index: 6
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unit: def fit()
file: tabular/src/autogluon/tabular/models/lr/lr_preprocessing_utils.py
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McCabe index: 3
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unit: def transform()
file: tabular/src/autogluon/tabular/models/lr/lr_preprocessing_utils.py
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McCabe index: 4
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unit: def _set_default_params()
file: tabular/src/autogluon/tabular/models/lr/lr_rapids_model.py
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McCabe index: 3
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unit: def _select_features()
file: tabular/src/autogluon/tabular/models/lr/lr_model.py
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unit: def _set_default_params()
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unit: def load()
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unit: def fit()
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unit: def __init__()
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unit: def fit()
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unit: def get_new_base_enc()
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unit: def enc_cont()
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unit: def make_date()
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unit: def _check_weights()
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unit: def _set_default_params()
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unit: def _set_default_params()
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unit: def _get_model_type()
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unit: def _validate_fit_memory_usage()
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unit: def _get_default_auxiliary_params()
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unit: def _get_model_type()
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unit: def isotonic()
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unit: def __init__()
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unit: def load()
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unit: def _get_default_auxiliary_params()
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unit: def after_batch()
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unit: def _preprocess()
file: tabular/src/autogluon/tabular/models/vowpalwabbit/vowpalwabbit_model.py
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unit: def load_multipart_child()
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unit: def get_type_map_special()
file: common/src/autogluon/common/features/infer_types.py
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unit: def _get_feature_types()
file: common/src/autogluon/common/features/feature_metadata.py
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unit: def delete_s3_prefix()
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unit: def save()
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unit: def transform()
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unit: def __init__()
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unit: def _transform()
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unit: def __init__()
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unit: def _compute_fillna_map()
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unit: def _fit_transform()
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unit: def _get_category_map()
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unit: def _minimize_categorical_memory_usage()
file: features/src/autogluon/features/generators/memory_minimize.py
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unit: def _fit_transform()
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unit: def _transform()
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unit: def _fit_generators()
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unit: def _log()
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unit: def get_tags()
file: features/src/autogluon/features/generators/abstract.py
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unit: def __init__()
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unit: def _get_params_space()
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unit: def __str__()
file: core/src/autogluon/core/utils/nvutil.py
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unit: def get_gpu_count_all()
file: core/src/autogluon/core/utils/utils.py
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unit: def get_gpu_count_mxnet()
file: core/src/autogluon/core/utils/utils.py
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unit: def get_gpu_count_torch()
file: core/src/autogluon/core/utils/utils.py
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unit: def _get_splitter()
file: core/src/autogluon/core/utils/utils.py
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unit: def try_import_mxboard()
file: core/src/autogluon/core/utils/try_import.py
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unit: def try_import_faiss()
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unit: def try_import_cv2()
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unit: def try_import_torch()
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unit: def try_import_autogluon_text()
file: core/src/autogluon/core/utils/try_import.py
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unit: def try_import_autogluon_vision()
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unit: def run()
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unit: def __init__()
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unit: def assert_valid()
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unit: def assert_valid()
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unit: def __repr__()
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unit: def convert_to_sklearn()
file: core/src/autogluon/core/space.py
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unit: def initialize()
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unit: def _predict_proba()
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unit: def _get_default_stopping_metric()
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unit: def _get_default_auxiliary_params()
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unit: def _calculate_regret()
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unit: def _get_default_auxiliary_params()
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unit: def transform_proba()
file: core/src/autogluon/core/data/label_cleaner.py
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unit: def init_limits_()
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unit: def get_average_trial_time_()
file: core/src/autogluon/core/scheduler/seq_scheduler.py
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unit: def get_best_task_id()
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McCabe index: 3
number of parameters: 1

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unit: def get_scheduler_from_preset()
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number of parameters: 1

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unit: def get_hyperparameter_tune_kwargs_preset()
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unit: def get_max_level()
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unit: def score_with_y_pred_proba()
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unit: def save_model()
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unit: def __init__()
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unit: def load()
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unit: def get_loss_instance()
file: vision/src/autogluon/vision/predictor/losses.py
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McCabe index: 3
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file: tabular/src/autogluon/tabular/learner/abstract_learner.py
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unit: def evaluate()
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unit: def get_param_multiclass_baseline()
file: tabular/src/autogluon/tabular/models/catboost/hyperparameters/parameters.py
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file: tabular/src/autogluon/tabular/models/catboost/hyperparameters/parameters.py
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file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/tabular_nn_mxnet.py
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McCabe index: 2
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unit: def save()
file: tabular/src/autogluon/tabular/models/tabular_nn/torch/tabular_torch_dataset.py
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size: 6 LOC
McCabe index: 2
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id: 984
unit: def default_numeric_embed_dim()
file: tabular/src/autogluon/tabular/models/tabular_nn/utils/nn_architecture_utils.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 985
unit: def get_param_quantile()
file: tabular/src/autogluon/tabular/models/tabular_nn/hyperparameters/parameters.py
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size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 986
unit: def transform()
file: tabular/src/autogluon/tabular/models/lr/lr_preprocessing_utils.py
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size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 987
unit: def _get_solver()
file: tabular/src/autogluon/tabular/models/lr/hyperparameters/parameters.py
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size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 988
unit: def try_import_fasttext()
file: tabular/src/autogluon/tabular/models/fasttext/fasttext_model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 0

id: 989
unit: def reset_parameters()
file: tabular/src/autogluon/tabular/models/tab_transformer/modified_transformer.py
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size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 990
unit: def _get_activation_fn()
file: tabular/src/autogluon/tabular/models/tab_transformer/modified_transformer.py
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size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 991
unit: def __init__()
file: tabular/src/autogluon/tabular/models/tab_transformer/tab_transformer_model.py
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size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 992
unit: def get_col_info()
file: tabular/src/autogluon/tabular/models/tab_transformer/utils.py
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size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 993
unit: def __init__()
file: tabular/src/autogluon/tabular/models/tab_transformer/tab_transformer_encoder.py
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McCabe index: 3
number of parameters: 4

id: 994
unit: def __init__()
file: tabular/src/autogluon/tabular/models/tab_transformer/tab_transformer_encoder.py
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size: 6 LOC
McCabe index: 3
number of parameters: 3

id: 995
unit: def enc_cont()
file: tabular/src/autogluon/tabular/models/tab_transformer/tab_transformer_encoder.py
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size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 996
unit: def forward()
file: tabular/src/autogluon/tabular/models/tab_transformer/tab_model_base.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 997
unit: def __setstate__()
file: tabular/src/autogluon/tabular/models/knn/knn_utils.py
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number of parameters: 2

id: 998
unit: def __setstate__()
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McCabe index: 1
number of parameters: 2

id: 999
unit: def _get_model_type()
file: tabular/src/autogluon/tabular/models/knn/knn_model.py
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size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 1000
unit: def _get_default_ag_args_ensemble()
file: tabular/src/autogluon/tabular/models/rf/rf_model.py
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size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 1001
unit: def _fill_missing()
file: tabular/src/autogluon/tabular/models/fastainn/tabular_nn_fastai.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 1002
unit: def __init__()
file: tabular/src/autogluon/tabular/models/fastainn/callbacks.py
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McCabe index: 2
number of parameters: 9

id: 1003
unit: def __preprocess_text()
file: tabular/src/autogluon/tabular/models/vowpalwabbit/vowpalwabbit_utils.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 1004
unit: def __categorical_namespace_generator()
file: tabular/src/autogluon/tabular/models/vowpalwabbit/vowpalwabbit_utils.py
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size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 1005
unit: def _train_single_epoch()
file: tabular/src/autogluon/tabular/models/vowpalwabbit/vowpalwabbit_model.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 1006
unit: def _predict_proba()
file: tabular/src/autogluon/tabular/models/text_prediction/text_prediction_v1_model.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 1007
unit: def sha1sum()
file: common/src/autogluon/common/loaders/_utils.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 1008
unit: def get_type_group_map_special_from_type_map_special()
file: common/src/autogluon/common/features/feature_metadata.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 1009
unit: def keep_features()
file: common/src/autogluon/common/features/feature_metadata.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 6
number of parameters: 3

id: 1010
unit: def _check_if_kaggle()
file: common/src/autogluon/common/utils/log_utils.py
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end line: 0
size: 6 LOC
McCabe index: 4
number of parameters: 0

id: 1011
unit: def execute_multiprocessing()
file: common/src/autogluon/common/utils/multiprocessing_utils.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 1012
unit: def get_validated_path()
file: common/src/autogluon/common/utils/compression_utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 1013
unit: def clip_and_astype()
file: features/src/autogluon/features/utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 5

id: 1014
unit: def downscale_vectorizer()
file: features/src/autogluon/features/vectorizers.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 3

id: 1015
unit: def _remove_features_in()
file: features/src/autogluon/features/generators/datetime.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 4
number of parameters: 2

id: 1016
unit: def __init__()
file: features/src/autogluon/features/generators/rename.py
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size: 6 LOC
McCabe index: 1
number of parameters: 5

id: 1017
unit: def _transform()
file: features/src/autogluon/features/generators/rename.py
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size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 1018
unit: def _remove_features_in()
file: features/src/autogluon/features/generators/memory_minimize.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 4
number of parameters: 2

id: 1019
unit: def _get_dtype_clip_args()
file: features/src/autogluon/features/generators/memory_minimize.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 1020
unit: def _transform_bin()
file: features/src/autogluon/features/generators/binned.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 1021
unit: def __init__()
file: features/src/autogluon/features/generators/dummy.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 4

id: 1022
unit: def __init__()
file: features/src/autogluon/features/generators/isnan.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 1023
unit: def _remove_features_in()
file: features/src/autogluon/features/generators/isnan.py
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end line: 0
size: 6 LOC
McCabe index: 4
number of parameters: 2

id: 1024
unit: def _fit_transform()
file: features/src/autogluon/features/generators/label_encoder.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 1025
unit: def special_ratio()
file: features/src/autogluon/features/generators/text_special.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 1026
unit: def _remove_features_in()
file: features/src/autogluon/features/generators/text_special.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 4
number of parameters: 2

id: 1027
unit: def _get_useless_features()
file: features/src/autogluon/features/generators/abstract.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 1028
unit: def is_valid_metadata_in()
file: features/src/autogluon/features/generators/abstract.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 1029
unit: def get_best_config()
file: core/src/autogluon/core/searcher/local_searcher.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 1030
unit: def _sample_config()
file: core/src/autogluon/core/searcher/local_random_searcher.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 1031
unit: def get_config()
file: core/src/autogluon/core/searcher/local_grid_searcher.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 1032
unit: def cudaDeviceGetCount()
file: core/src/autogluon/core/utils/nvutil.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 1033
unit: def cudaSystemGetNVMLVersion()
file: core/src/autogluon/core/utils/nvutil.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 1034
unit: def default_restore_location()
file: core/src/autogluon/core/utils/serialization.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 1035
unit: def _is_compressed_file()
file: core/src/autogluon/core/utils/serialization.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 1036
unit: def __missing__()
file: core/src/autogluon/core/utils/defaultdict.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 1037
unit: def _get_gpu_count_cuda()
file: core/src/autogluon/core/utils/utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 0

id: 1038
unit: def extract_column()
file: core/src/autogluon/core/utils/utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 1039
unit: def try_import_xgboost()
file: core/src/autogluon/core/utils/try_import.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 0

id: 1040
unit: def try_import_d8()
file: core/src/autogluon/core/utils/try_import.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 0

id: 1041
unit: def try_import_skopt()
file: core/src/autogluon/core/utils/try_import.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 0

id: 1042
unit: def get_extra_fn_args()
file: core/src/autogluon/core/utils/feature_selection.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 1043
unit: def __enter__()
file: core/src/autogluon/core/utils/miscs.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1044
unit: def _formatDict()
file: core/src/autogluon/core/utils/plots.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 1045
unit: def make_temp_directory()
file: core/src/autogluon/core/utils/files.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 1046
unit: def __init__()
file: core/src/autogluon/core/space.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 4

id: 1047
unit: def _set_default_searchspace()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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end line: 0
size: 6 LOC
McCabe index: 4
number of parameters: 1

id: 1048
unit: def preprocess()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 5

id: 1049
unit: def _compute_fit_metadata()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 1050
unit: def get_features()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 1051
unit: def save()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 1052
unit: def load()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 4

id: 1053
unit: def convert_to_refit_full_template()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1054
unit: def save_info()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1055
unit: def _get_ag_params()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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end line: 0
size: 6 LOC
McCabe index: 4
number of parameters: 1

id: 1056
unit: def _get_model_params()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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end line: 0
size: 6 LOC
McCabe index: 4
number of parameters: 1

id: 1057
unit: def prepare_inputs()
file: core/src/autogluon/core/models/abstract/model_trial.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 1058
unit: def __init__()
file: core/src/autogluon/core/models/greedy_ensemble/greedy_weighted_ensemble_model.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 1059
unit: def _fit_fold_model()
file: core/src/autogluon/core/models/ensemble/fold_fitting_strategy.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 1060
unit: def set_contexts()
file: core/src/autogluon/core/models/ensemble/stacker_ensemble_model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 1061
unit: def load_child()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 1062
unit: def convert_to_refit_full_template_child()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1063
unit: def _get_compressed_params_trained()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
start line: 0
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size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 1064
unit: def persist_child_models()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 1065
unit: def get_memory_size()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1066
unit: def _convert_to_valid_series()
file: core/src/autogluon/core/data/label_cleaner.py
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end line: 0
size: 6 LOC
McCabe index: 5
number of parameters: 3

id: 1067
unit: def run_trial()
file: core/src/autogluon/core/scheduler/seq_scheduler.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 1068
unit: def load_data()
file: core/src/autogluon/core/trainer/abstract_trainer.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1069
unit: def _get_bagged_model_fit_kwargs()
file: core/src/autogluon/core/trainer/abstract_trainer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 6

id: 1070
unit: def postprocess_augmented()
file: core/src/autogluon/core/augmentation/distill_utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 1071
unit: def set_seed()
file: text/src/autogluon/text/text_prediction/mx/utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 1072
unit: def class_labels()
file: text/src/autogluon/text/text_prediction/mx/models.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 1073
unit: def predict()
file: text/src/autogluon/text/text_prediction/mx/models.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 5

id: 1074
unit: def positive_class()
file: text/src/autogluon/text/text_prediction/predictor/predictor.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 1075
unit: def list_presets()
file: text/src/autogluon/text/text_prediction/presets.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 0

id: 1076
unit: def apply_average_nbest()
file: text/src/autogluon/text/text_prediction/presets.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 1077
unit: def gen_config_no_hpo()
file: text/src/autogluon/text/text_prediction/presets.py
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size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1078
unit: def fit()
file: tabular/src/autogluon/tabular/learner/abstract_learner.py
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size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 1079
unit: def _remove_nan_label_rows()
file: tabular/src/autogluon/tabular/learner/abstract_learner.py
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size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 1080
unit: def save_info()
file: tabular/src/autogluon/tabular/learner/abstract_learner.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 1081
unit: def get_hyperparameter_config()
file: tabular/src/autogluon/tabular/configs/hyperparameter_configs.py
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size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 1082
unit: def time_limit()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 1083
unit: def leaderboard()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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size: 5 LOC
McCabe index: 2
number of parameters: 6

id: 1084
unit: def transform_features()
file: tabular/src/autogluon/tabular/predictor/predictor.py
start line: 0
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size: 5 LOC
McCabe index: 2
number of parameters: 5

id: 1085
unit: def save_space()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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size: 5 LOC
McCabe index: 1
number of parameters: 5

id: 1086
unit: def _save_version_file()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 1087
unit: def _load()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 1088
unit: def get_eval_metric()
file: tabular/src/autogluon/tabular/models/xgboost/xgboost_model.py
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size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 1089
unit: def _estimate_memory_usage()
file: tabular/src/autogluon/tabular/models/xgboost/xgboost_model.py
start line: 0
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size: 5 LOC
McCabe index: 3
number of parameters: 3

id: 1090
unit: def _get_default_searchspace()
file: tabular/src/autogluon/tabular/models/image_prediction/image_predictor.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 1091
unit: def _estimate_memory_usage()
file: tabular/src/autogluon/tabular/models/catboost/catboost_model.py
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size: 5 LOC
McCabe index: 3
number of parameters: 3

id: 1092
unit: def __init__()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/embednet.py
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file: tabular/src/autogluon/tabular/models/catboost/catboost_utils.py
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McCabe index: 1
number of parameters: 4

id: 1202
unit: def _get_default_resources()
file: tabular/src/autogluon/tabular/models/catboost/catboost_model.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1203
unit: def __init__()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/embednet.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1204
unit: def _set_default_params()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/tabular_nn_mxnet.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1205
unit: def get_info()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/tabular_nn_mxnet.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1206
unit: def reduce_memory_size()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/tabular_nn_mxnet.py
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size: 4 LOC
McCabe index: 3
number of parameters: 4

id: 1207
unit: def _set_default_params()
file: tabular/src/autogluon/tabular/models/tabular_nn/torch/tabular_nn_torch.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1208
unit: def reduce_memory_size()
file: tabular/src/autogluon/tabular/models/tabular_nn/torch/tabular_nn_torch.py
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size: 4 LOC
McCabe index: 3
number of parameters: 4

id: 1209
unit: def init_params()
file: tabular/src/autogluon/tabular/models/tabular_nn/torch/torch_network_modules.py
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size: 4 LOC
McCabe index: 3
number of parameters: 1

id: 1210
unit: def _get_feature()
file: tabular/src/autogluon/tabular/models/tabular_nn/utils/categorical_encoders.py
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size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 1211
unit: def fit_transform()
file: tabular/src/autogluon/tabular/models/tabular_nn/utils/categorical_encoders.py
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size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 1212
unit: def __init__()
file: tabular/src/autogluon/tabular/models/tabular_nn/utils/categorical_encoders.py
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size: 4 LOC
McCabe index: 1
number of parameters: 4

id: 1213
unit: def get_param_binary()
file: tabular/src/autogluon/tabular/models/tabular_nn/hyperparameters/parameters.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1214
unit: def get_default_searchspace()
file: tabular/src/autogluon/tabular/models/lr/hyperparameters/searchspaces.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1215
unit: def _set_default_params()
file: tabular/src/autogluon/tabular/models/fasttext/fasttext_model.py
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number of parameters: 1

id: 1216
unit: def __init__()
file: tabular/src/autogluon/tabular/models/tab_transformer/pretexts.py
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size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 1217
unit: def get()
file: tabular/src/autogluon/tabular/models/tab_transformer/pretexts.py
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McCabe index: 1
number of parameters: 3

id: 1218
unit: def __setstate__()
file: tabular/src/autogluon/tabular/models/tab_transformer/modified_transformer.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 1219
unit: def extra_repr()
file: tabular/src/autogluon/tabular/models/tab_transformer/modified_transformer.py
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size: 4 LOC
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number of parameters: 1

id: 1220
unit: def __setstate__()
file: tabular/src/autogluon/tabular/models/tab_transformer/modified_transformer.py
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McCabe index: 2
number of parameters: 2

id: 1221
unit: def _set_default_params()
file: tabular/src/autogluon/tabular/models/tab_transformer/tab_transformer_model.py
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McCabe index: 2
number of parameters: 1

id: 1222
unit: def build_loader()
file: tabular/src/autogluon/tabular/models/tab_transformer/utils.py
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size: 4 LOC
McCabe index: 1
number of parameters: 4

id: 1223
unit: def __getitem__()
file: tabular/src/autogluon/tabular/models/tab_transformer/utils.py
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McCabe index: 3
number of parameters: 2

id: 1224
unit: def __init__()
file: tabular/src/autogluon/tabular/models/tab_transformer/tab_transformer_encoder.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 1225
unit: def enc_cat()
file: tabular/src/autogluon/tabular/models/tab_transformer/tab_transformer_encoder.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 1226
unit: def get_new_base_enc()
file: tabular/src/autogluon/tabular/models/tab_transformer/tab_transformer_encoder.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1227
unit: def get_new_base_enc()
file: tabular/src/autogluon/tabular/models/tab_transformer/tab_transformer_encoder.py
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size: 4 LOC
McCabe index: 2
number of parameters: 0

id: 1228
unit: def fit()
file: tabular/src/autogluon/tabular/models/tab_transformer/tab_transformer_encoder.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1229
unit: def get_default_param()
file: tabular/src/autogluon/tabular/models/tab_transformer/hyperparameters/parameters.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1230
unit: def forward()
file: tabular/src/autogluon/tabular/models/tab_transformer/tab_transformer.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1231
unit: def _preprocess()
file: tabular/src/autogluon/tabular/models/knn/knn_model.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1232
unit: def _estimate_memory_usage()
file: tabular/src/autogluon/tabular/models/knn/knn_model.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1233
unit: def _set_default_params()
file: tabular/src/autogluon/tabular/models/knn/knn_rapids_model.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1234
unit: def __init__()
file: tabular/src/autogluon/tabular/models/rf/rf_model.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1235
unit: def _get_default_searchspace()
file: tabular/src/autogluon/tabular/models/rf/rf_model.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1236
unit: def generate_sample_indices()
file: tabular/src/autogluon/tabular/models/rf/rf_quantile.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1237
unit: def _set_default_params()
file: tabular/src/autogluon/tabular/models/fastainn/tabular_nn_fastai.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1238
unit: def get_searchspace_quantile()
file: tabular/src/autogluon/tabular/models/fastainn/hyperparameters/searchspaces.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1239
unit: def get_param_quantile_baseline()
file: tabular/src/autogluon/tabular/models/fastainn/hyperparameters/parameters.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1240
unit: def _set_default_params()
file: tabular/src/autogluon/tabular/models/lgb/lgb_model.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1241
unit: def _get_default_resources()
file: tabular/src/autogluon/tabular/models/lgb/lgb_model.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1242
unit: def get_param_softclass_baseline()
file: tabular/src/autogluon/tabular/models/lgb/hyperparameters/parameters.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1243
unit: def get_param_softclass_baseline_custom()
file: tabular/src/autogluon/tabular/models/lgb/hyperparameters/parameters.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1244
unit: def __numeric_namespace_generator()
file: tabular/src/autogluon/tabular/models/vowpalwabbit/vowpalwabbit_utils.py
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size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 1245
unit: def _predict_proba()
file: tabular/src/autogluon/tabular/models/vowpalwabbit/vowpalwabbit_model.py
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size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 1246
unit: def __init__()
file: tabular/src/autogluon/tabular/models/text_prediction/text_prediction_v1_model.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1247
unit: def _get_default_resources()
file: tabular/src/autogluon/tabular/models/text_prediction/text_prediction_v1_model.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1248
unit: def model_factory()
file: tabular/src/autogluon/tabular/trainer/model_presets/presets.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1249
unit: def _str_to_unicode()
file: common/src/autogluon/common/loaders/_utils.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1250
unit: def get_feature_types_special()
file: common/src/autogluon/common/features/feature_metadata.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 1251
unit: def _remove_features_from_type_map()
file: common/src/autogluon/common/features/feature_metadata.py
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size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 1252
unit: def from_df()
file: common/src/autogluon/common/features/feature_metadata.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1253
unit: def is_s3_url()
file: common/src/autogluon/common/utils/s3_utils.py
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size: 4 LOC
McCabe index: 3
number of parameters: 1

id: 1254
unit: def s3_path_to_bucket_prefix()
file: common/src/autogluon/common/utils/s3_utils.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1255
unit: def print_feature_metadata_info()
file: features/src/autogluon/features/generators/astype.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1256
unit: def _fit_transform()
file: features/src/autogluon/features/generators/memory_minimize.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1257
unit: def _generate_features_dummy()
file: features/src/autogluon/features/generators/dummy.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1258
unit: def _train_vectorizer()
file: features/src/autogluon/features/generators/text_ngram.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1259
unit: def _remove_features_in()
file: features/src/autogluon/features/generators/text_ngram.py
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McCabe index: 4
number of parameters: 2

id: 1260
unit: def __init__()
file: features/src/autogluon/features/generators/drop_duplicates.py
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McCabe index: 1
number of parameters: 4

id: 1261
unit: def _infer_feature_metadata_in()
file: features/src/autogluon/features/generators/abstract.py
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McCabe index: 1
number of parameters: 1

id: 1262
unit: def _transform_generators()
file: features/src/autogluon/features/generators/abstract.py
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McCabe index: 2
number of parameters: 2

id: 1263
unit: def _pre_fit_validate()
file: features/src/autogluon/features/generators/abstract.py
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McCabe index: 4
number of parameters: 4

id: 1264
unit: def print_generator_info()
file: features/src/autogluon/features/generators/abstract.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 1265
unit: def fit_transform()
file: features/src/autogluon/features/generators/pipeline.py
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McCabe index: 1
number of parameters: 5

id: 1266
unit: def _fit_transform()
file: features/src/autogluon/features/generators/pipeline.py
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McCabe index: 1
number of parameters: 4

id: 1267
unit: def _infer_features_in_full()
file: features/src/autogluon/features/generators/pipeline.py
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McCabe index: 1
number of parameters: 3

id: 1268
unit: def _remove_features_in()
file: features/src/autogluon/features/generators/pipeline.py
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McCabe index: 2
number of parameters: 2

id: 1269
unit: def _pre_fit_validate()
file: features/src/autogluon/features/generators/pipeline.py
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McCabe index: 2
number of parameters: 3

id: 1270
unit: def configure_scheduler()
file: core/src/autogluon/core/searcher/local_searcher.py
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McCabe index: 2
number of parameters: 2

id: 1271
unit: def get_best_reward()
file: core/src/autogluon/core/searcher/local_searcher.py
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McCabe index: 2
number of parameters: 1

id: 1272
unit: def get_reward()
file: core/src/autogluon/core/searcher/local_searcher.py
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McCabe index: 1
number of parameters: 2

id: 1273
unit: def _cudaCheckReturn()
file: core/src/autogluon/core/utils/nvutil.py
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McCabe index: 2
number of parameters: 1

id: 1274
unit: def register_package()
file: core/src/autogluon/core/utils/serialization.py
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McCabe index: 1
number of parameters: 3

id: 1275
unit: def compute_expected_fi_time_single()
file: core/src/autogluon/core/utils/feature_selection.py
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McCabe index: 1
number of parameters: 5

id: 1276
unit: def __init__()
file: core/src/autogluon/core/utils/custom_process.py
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McCabe index: 1
number of parameters: 3

id: 1277
unit: def exception()
file: core/src/autogluon/core/utils/custom_process.py
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McCabe index: 2
number of parameters: 1

id: 1278
unit: def update()
file: core/src/autogluon/core/utils/early_stopping.py
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McCabe index: 2
number of parameters: 3

id: 1279
unit: def early_stop()
file: core/src/autogluon/core/utils/early_stopping.py
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McCabe index: 2
number of parameters: 3

id: 1280
unit: def early_stop()
file: core/src/autogluon/core/utils/early_stopping.py
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McCabe index: 2
number of parameters: 3

id: 1281
unit: def assert_no_invalid_options()
file: core/src/autogluon/core/utils/default_arguments.py
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McCabe index: 2
number of parameters: 3

id: 1282
unit: def _set_default_auxiliary_params()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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McCabe index: 2
number of parameters: 1

id: 1283
unit: def _preprocess()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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McCabe index: 2
number of parameters: 3

id: 1284
unit: def _preprocess_nonadaptive()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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McCabe index: 2
number of parameters: 3

id: 1285
unit: def _register_fit_metadata()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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McCabe index: 2
number of parameters: 2

id: 1286
unit: def predict()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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McCabe index: 1
number of parameters: 3

id: 1287
unit: def get_trained_params()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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McCabe index: 1
number of parameters: 1

id: 1288
unit: def convert_to_template()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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McCabe index: 1
number of parameters: 1

id: 1289
unit: def _get_default_resources()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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McCabe index: 1
number of parameters: 1

id: 1290
unit: def _set_default_params()
file: core/src/autogluon/core/models/greedy_ensemble/greedy_weighted_ensemble_model.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1291
unit: def _get_model_weights()
file: core/src/autogluon/core/models/greedy_ensemble/greedy_weighted_ensemble_model.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1292
unit: def get_info()
file: core/src/autogluon/core/models/greedy_ensemble/greedy_weighted_ensemble_model.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1293
unit: def weight_pred_probas()
file: core/src/autogluon/core/models/greedy_ensemble/ensemble_selection.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 1294
unit: def _estimate_data_memory_usage()
file: core/src/autogluon/core/models/ensemble/fold_fitting_strategy.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1295
unit: def model_fit_task_ray()
file: core/src/autogluon/core/models/ensemble/ray_parallel_fold_fitting_strategy.py
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McCabe index: 1
number of parameters: 7

id: 1296
unit: def __init__()
file: core/src/autogluon/core/models/ensemble/ray_parallel_fold_fitting_strategy.py
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McCabe index: 1
number of parameters: 11

id: 1297
unit: def save_child()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
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McCabe index: 1
number of parameters: 3

id: 1298
unit: def __init__()
file: core/src/autogluon/core/data/cleaner.py
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McCabe index: 1
number of parameters: 3

id: 1299
unit: def to_transformed_dtype()
file: core/src/autogluon/core/data/label_cleaner.py
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size: 4 LOC
McCabe index: 2
number of parameters: 4

id: 1300
unit: def to_original_dtype()
file: core/src/autogluon/core/data/label_cleaner.py
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McCabe index: 2
number of parameters: 4

id: 1301
unit: def transform()
file: core/src/autogluon/core/data/label_cleaner.py
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McCabe index: 1
number of parameters: 4

id: 1302
unit: def inverse_transform()
file: core/src/autogluon/core/data/label_cleaner.py
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McCabe index: 1
number of parameters: 4

id: 1303
unit: def _generate_categorical_mapping()
file: core/src/autogluon/core/data/label_cleaner.py
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McCabe index: 1
number of parameters: 1

id: 1304
unit: def __init__()
file: core/src/autogluon/core/data/label_cleaner.py
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McCabe index: 1
number of parameters: 3

id: 1305
unit: def _transform()
file: core/src/autogluon/core/data/label_cleaner.py
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McCabe index: 1
number of parameters: 2

id: 1306
unit: def inverse_transform_proba()
file: core/src/autogluon/core/data/label_cleaner.py
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McCabe index: 2
number of parameters: 4

id: 1307
unit: def load_version_file()
file: core/src/autogluon/core/_setup_utils.py
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McCabe index: 1
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id: 1308
unit: def get_best_config()
file: core/src/autogluon/core/scheduler/seq_scheduler.py
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end line: 0
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McCabe index: 1
number of parameters: 1

id: 1309
unit: def save_X()
file: core/src/autogluon/core/trainer/abstract_trainer.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1310
unit: def save_X_val()
file: core/src/autogluon/core/trainer/abstract_trainer.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1311
unit: def save_y()
file: core/src/autogluon/core/trainer/abstract_trainer.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1312
unit: def save_y_val()
file: core/src/autogluon/core/trainer/abstract_trainer.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1313
unit: def set_contexts()
file: core/src/autogluon/core/trainer/abstract_trainer.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 1314
unit: def predict()
file: core/src/autogluon/core/trainer/abstract_trainer.py
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McCabe index: 2
number of parameters: 3

id: 1315
unit: def predict_proba()
file: core/src/autogluon/core/trainer/abstract_trainer.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 1316
unit: def get_model_attribute()
file: core/src/autogluon/core/trainer/abstract_trainer.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 1317
unit: def set_model_attribute()
file: core/src/autogluon/core/trainer/abstract_trainer.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 4

id: 1318
unit: def sklearn_scorer()
file: core/src/autogluon/core/metrics/__init__.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1319
unit: def load()
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McCabe index: 1
number of parameters: 2

id: 1320
unit: def load()
file: vision/src/autogluon/vision/_gluoncv/object_detection.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1321
unit: def evaluate()
file: vision/src/autogluon/vision/detector/detector.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 1322
unit: def class_labels_internal()
file: text/src/autogluon/text/text_prediction/predictor/predictor.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1323
unit: def class_labels_internal_map()
file: text/src/autogluon/text/text_prediction/predictor/predictor.py
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size: 4 LOC
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number of parameters: 1

id: 1324
unit: def best_quality()
file: text/src/autogluon/text/text_prediction/presets.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1325
unit: def _fit()
file: tabular/src/autogluon/tabular/learner/abstract_learner.py
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size: 3 LOC
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number of parameters: 9

id: 1326
unit: def __init__()
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number of parameters: 2

id: 1327
unit: def enable_numeric_features()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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McCabe index: 1
number of parameters: 2

id: 1328
unit: def enable_categorical_features()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1329
unit: def enable_datetime_features()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1330
unit: def enable_text_special_features()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1331
unit: def enable_text_ngram_features()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1332
unit: def enable_raw_text_features()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1333
unit: def enable_vision_features()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1334
unit: def vectorizer()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1335
unit: def text_ngram_params()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1336
unit: def auto_stack()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1337
unit: def use_bag_holdout()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1338
unit: def ag_args()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1339
unit: def ag_args_fit()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1340
unit: def ag_args_ensemble()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1341
unit: def refit_full()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1342
unit: def set_best_to_refit_full()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1343
unit: def keep_only_best()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1344
unit: def save_space()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1345
unit: def calibrate()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1346
unit: def evaluate_predictions()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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size: 3 LOC
McCabe index: 1
number of parameters: 6

id: 1347
unit: def unpersist_models()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1348
unit: def get_model_best()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1349
unit: def get_model_full_dict()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1350
unit: def info()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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McCabe index: 1
number of parameters: 1

id: 1351
unit: def get_model_names()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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McCabe index: 1
number of parameters: 5

id: 1352
unit: def get_model_names_persisted()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1353
unit: def _summarize()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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McCabe index: 2
number of parameters: 3

id: 1354
unit: def fit_feature_generator()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1355
unit: def __init__()
file: tabular/src/autogluon/tabular/models/catboost/catboost_softclass_utils.py
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McCabe index: 1
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id: 1356
unit: def __init__()
file: tabular/src/autogluon/tabular/models/catboost/callbacks.py
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id: 1357
unit: def __init__()
file: tabular/src/autogluon/tabular/models/catboost/catboost_model.py
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number of parameters: 2

id: 1358
unit: def __call__()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/lr_scheduler.py
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id: 1359
unit: def __call__()
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id: 1360
unit: def _find_infrequent_category_indices()
file: tabular/src/autogluon/tabular/models/tabular_nn/utils/categorical_encoders.py
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unit: def transform()
file: tabular/src/autogluon/tabular/models/lr/lr_preprocessing_utils.py
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id: 1362
unit: def _fit()
file: tabular/src/autogluon/tabular/models/lr/lr_rapids_model.py
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id: 1363
unit: def __init__()
file: tabular/src/autogluon/tabular/models/lr/lr_model.py
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id: 1364
unit: def _set_cpu_params()
file: tabular/src/autogluon/tabular/models/lr/lr_model.py
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id: 1365
unit: def __init__()
file: tabular/src/autogluon/tabular/models/fasttext/fasttext_model.py
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id: 1366
unit: def __init__()
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id: 1367
unit: def _get_default_searchspace()
file: tabular/src/autogluon/tabular/models/knn/knn_model.py
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McCabe index: 1
number of parameters: 1

id: 1368
unit: def before_fit()
file: tabular/src/autogluon/tabular/models/fastainn/callbacks.py
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number of parameters: 1

id: 1369
unit: def after_fit()
file: tabular/src/autogluon/tabular/models/fastainn/callbacks.py
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number of parameters: 2

id: 1370
unit: def __init__()
file: tabular/src/autogluon/tabular/models/vowpalwabbit/vowpalwabbit_model.py
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id: 1371
unit: def path_expander()
file: common/src/autogluon/common/loaders/_utils.py
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McCabe index: 2
number of parameters: 2

id: 1372
unit: def get_type_map_real()
file: common/src/autogluon/common/features/infer_types.py
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McCabe index: 2
number of parameters: 1

id: 1373
unit: def get_type_map_raw()
file: common/src/autogluon/common/features/infer_types.py
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McCabe index: 2
number of parameters: 1

id: 1374
unit: def get_type_group_map_real()
file: common/src/autogluon/common/features/infer_types.py
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McCabe index: 1
number of parameters: 1

id: 1375
unit: def get_type_group_map_raw()
file: common/src/autogluon/common/features/infer_types.py
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McCabe index: 1
number of parameters: 1

id: 1376
unit: def get_type_group_map_special()
file: common/src/autogluon/common/features/infer_types.py
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McCabe index: 1
number of parameters: 1

id: 1377
unit: def _remove_features_from_type_group_map()
file: common/src/autogluon/common/features/feature_metadata.py
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number of parameters: 2

id: 1378
unit: def __init__()
file: common/src/autogluon/common/utils/log_utils.py
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id: 1379
unit: def clear_filter_targets()
file: common/src/autogluon/common/utils/log_utils.py
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number of parameters: 1

id: 1380
unit: def _add_stream_handler()
file: common/src/autogluon/common/utils/log_utils.py
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number of parameters: 0

id: 1381
unit: def _gzip_open()
file: common/src/autogluon/common/utils/compression_utils.py
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number of parameters: 2

id: 1382
unit: def _bz2_open()
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McCabe index: 1
number of parameters: 2

id: 1383
unit: def _lzma_open()
file: common/src/autogluon/common/utils/compression_utils.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1384
unit: def save_multipart_child()
file: common/src/autogluon/common/savers/save_pd.py
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McCabe index: 1
number of parameters: 1

id: 1385
unit: def __init__()
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id: 1386
unit: def __init__()
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id: 1387
unit: def _fit_transform()
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id: 1388
unit: def __init__()
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id: 1389
unit: def _fit_transform()
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number of parameters: 3

id: 1390
unit: def convert_category_to_int()
file: features/src/autogluon/features/generators/label_encoder.py
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number of parameters: 1

id: 1391
unit: def _fit_transform()
file: features/src/autogluon/features/generators/identity.py
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id: 1392
unit: def __init__()
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id: 1393
unit: def _cpu_deserialize()
file: core/src/autogluon/core/utils/serialization.py
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number of parameters: 2

id: 1394
unit: def _cpu_tag()
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id: 1395
unit: def __init__()
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id: 1396
unit: def increment()
file: core/src/autogluon/core/utils/custom_queue.py
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id: 1397
unit: def __init__()
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id: 1398
unit: def put()
file: core/src/autogluon/core/utils/custom_queue.py
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id: 1399
unit: def get()
file: core/src/autogluon/core/utils/custom_queue.py
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number of parameters: 3

id: 1400
unit: def assert_valid()
file: core/src/autogluon/core/utils/default_arguments.py
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number of parameters: 3

id: 1401
unit: def assert_valid()
file: core/src/autogluon/core/utils/default_arguments.py
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McCabe index: 1
number of parameters: 3

id: 1402
unit: def filter_by_key()
file: core/src/autogluon/core/utils/default_arguments.py
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McCabe index: 3
number of parameters: 2

id: 1403
unit: def __init__()
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id: 1404
unit: def __iter__()
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id: 1405
unit: def __repr__()
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id: 1406
unit: def convert_to_sklearn()
file: core/src/autogluon/core/space.py
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id: 1407
unit: def set_contexts()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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id: 1408
unit: def create_contexts()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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id: 1409
unit: def rename()
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unit: def _apply_conformalization()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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number of parameters: 2

id: 1411
unit: def get_memory_size()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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McCabe index: 1
number of parameters: 1

id: 1412
unit: def estimate_memory_usage()
file: core/src/autogluon/core/models/abstract/abstract_model.py
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McCabe index: 1
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unit: def __init__()
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id: 1414
unit: def _preprocess_nonadaptive()
file: core/src/autogluon/core/models/greedy_ensemble/greedy_weighted_ensemble_model.py
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id: 1415
unit: def predict()
file: core/src/autogluon/core/models/greedy_ensemble/ensemble_selection.py
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unit: def __init__()
file: core/src/autogluon/core/models/greedy_ensemble/ensemble_selection.py
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id: 1417
unit: def after_all_folds_scheduled()
file: core/src/autogluon/core/models/ensemble/fold_fitting_strategy.py
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id: 1418
unit: def limit_models()
file: core/src/autogluon/core/models/ensemble/stacker_ensemble_model.py
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id: 1419
unit: def __init__()
file: core/src/autogluon/core/models/ensemble/weighted_ensemble_model.py
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id: 1420
unit: def get_features()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1421
unit: def fit_transform()
file: core/src/autogluon/core/data/cleaner.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1422
unit: def remove_classes()
file: core/src/autogluon/core/data/cleaner.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1423
unit: def __init__()
file: core/src/autogluon/core/data/label_cleaner.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 5

id: 1424
unit: def _transform()
file: core/src/autogluon/core/data/label_cleaner.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1425
unit: def _inverse_transform()
file: core/src/autogluon/core/data/label_cleaner.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1426
unit: def _transform()
file: core/src/autogluon/core/data/label_cleaner.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1427
unit: def __init__()
file: core/src/autogluon/core/data/label_cleaner.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1428
unit: def transform()
file: core/src/autogluon/core/data/label_cleaner.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1429
unit: def inverse_transform()
file: core/src/autogluon/core/data/label_cleaner.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1430
unit: def transform()
file: core/src/autogluon/core/data/label_cleaner.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1431
unit: def inverse_transform()
file: core/src/autogluon/core/data/label_cleaner.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1432
unit: def run_with_config()
file: core/src/autogluon/core/scheduler/seq_scheduler.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1433
unit: def _train_single()
file: core/src/autogluon/core/trainer/abstract_trainer.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 7

id: 1434
unit: def __init__()
file: vision/src/autogluon/vision/utils/error_handler.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1435
unit: def get_tokenizer()
file: text/src/autogluon/text/text_prediction/mx/preprocessing.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1436
unit: def hybrid_forward()
file: text/src/autogluon/text/text_prediction/mx/modules.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1437
unit: def set_verbosity()
file: text/src/autogluon/text/text_prediction/predictor/predictor.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1438
unit: def lower_quality_fast_train()
file: text/src/autogluon/text/text_prediction/presets.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1439
unit: def medium_quality_faster_train()
file: text/src/autogluon/text/text_prediction/presets.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1440
unit: def features()
file: tabular/src/autogluon/tabular/learner/abstract_learner.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1441
unit: def feature_metadata_in()
file: tabular/src/autogluon/tabular/learner/abstract_learner.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1442
unit: def feature_generators()
file: tabular/src/autogluon/tabular/learner/abstract_learner.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1443
unit: def class_labels()
file: tabular/src/autogluon/tabular/learner/abstract_learner.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1444
unit: def is_fit()
file: tabular/src/autogluon/tabular/learner/abstract_learner.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1445
unit: def set_contexts()
file: tabular/src/autogluon/tabular/learner/abstract_learner.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1446
unit: def refit_ensemble_full()
file: tabular/src/autogluon/tabular/learner/abstract_learner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1447
unit: def infer_problem_type()
file: tabular/src/autogluon/tabular/learner/abstract_learner.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1448
unit: def get_hyperparameter_config_options()
file: tabular/src/autogluon/tabular/configs/hyperparameter_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1449
unit: def __init__()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1450
unit: def feature_generator()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1451
unit: def build()
file: tabular/src/autogluon/tabular/configs/config_helper.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1452
unit: def class_labels()
file: tabular/src/autogluon/tabular/predictor/predictor.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1453
unit: def class_labels_internal()
file: tabular/src/autogluon/tabular/predictor/predictor.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1454
unit: def class_labels_internal_map()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1455
unit: def quantile_levels()
file: tabular/src/autogluon/tabular/predictor/predictor.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1456
unit: def eval_metric()
file: tabular/src/autogluon/tabular/predictor/predictor.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1457
unit: def problem_type()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1458
unit: def feature_metadata()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1459
unit: def feature_metadata_in()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1460
unit: def label()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1461
unit: def path()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1462
unit: def positive_class()
file: tabular/src/autogluon/tabular/predictor/predictor.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1463
unit: def _get_default_searchspace()
file: tabular/src/autogluon/tabular/models/xgboost/xgboost_model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1464
unit: def _get_early_stopping_rounds()
file: tabular/src/autogluon/tabular/models/xgboost/xgboost_model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1465
unit: def _ag_params()
file: tabular/src/autogluon/tabular/models/xgboost/xgboost_model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1466
unit: def convert_ag_metric_to_xgbm()
file: tabular/src/autogluon/tabular/models/xgboost/xgboost_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1467
unit: def _softmax()
file: tabular/src/autogluon/tabular/models/xgboost/xgboost_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1468
unit: def _sigmoid()
file: tabular/src/autogluon/tabular/models/xgboost/xgboost_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1469
unit: def get_feature_names()
file: tabular/src/autogluon/tabular/models/xgboost/xgboost_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1470
unit: def get_feature_types()
file: tabular/src/autogluon/tabular/models/xgboost/xgboost_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1471
unit: def get_original_feature_names()
file: tabular/src/autogluon/tabular/models/xgboost/xgboost_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1472
unit: def get_memory_size()
file: tabular/src/autogluon/tabular/models/image_prediction/image_predictor.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1473
unit: def get_final_error()
file: tabular/src/autogluon/tabular/models/catboost/catboost_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1474
unit: def is_max_optimal()
file: tabular/src/autogluon/tabular/models/catboost/catboost_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1475
unit: def evaluate()
file: tabular/src/autogluon/tabular/models/catboost/catboost_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1476
unit: def _get_y_pred_proba()
file: tabular/src/autogluon/tabular/models/catboost/catboost_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1477
unit: def _get_y_pred()
file: tabular/src/autogluon/tabular/models/catboost/catboost_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1478
unit: def _get_y_pred_proba()
file: tabular/src/autogluon/tabular/models/catboost/catboost_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1479
unit: def _get_y_pred()
file: tabular/src/autogluon/tabular/models/catboost/catboost_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1480
unit: def _get_y_pred()
file: tabular/src/autogluon/tabular/models/catboost/catboost_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1481
unit: def evaluate()
file: tabular/src/autogluon/tabular/models/catboost/catboost_softclass_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1482
unit: def get_final_error()
file: tabular/src/autogluon/tabular/models/catboost/catboost_softclass_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1483
unit: def is_max_optimal()
file: tabular/src/autogluon/tabular/models/catboost/catboost_softclass_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1484
unit: def __init__()
file: tabular/src/autogluon/tabular/models/catboost/catboost_softclass_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1485
unit: def _get_default_searchspace()
file: tabular/src/autogluon/tabular/models/catboost/catboost_model.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1486
unit: def _get_early_stopping_rounds()
file: tabular/src/autogluon/tabular/models/catboost/catboost_model.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1487
unit: def _ag_params()
file: tabular/src/autogluon/tabular/models/catboost/catboost_model.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1488
unit: def hybrid_forward()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/embednet.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1489
unit: def hybrid_forward()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/embednet.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1490
unit: def hybrid_forward()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/embednet.py
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McCabe index: 1
number of parameters: 3

id: 1491
unit: def hybrid_forward()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/embednet.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1492
unit: def _get_default_searchspace()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/tabular_nn_mxnet.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1493
unit: def _get_default_stopping_metric()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/tabular_nn_mxnet.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1494
unit: def has_vector_features()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/tabular_nn_dataset.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1495
unit: def num_embed_features()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/tabular_nn_dataset.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1496
unit: def num_vector_features()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/tabular_nn_dataset.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1497
unit: def mask_features_batch()
file: tabular/src/autogluon/tabular/models/tabular_nn/mxnet/tabular_nn_dataset.py
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size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1498
unit: def _get_default_searchspace()
file: tabular/src/autogluon/tabular/models/tabular_nn/torch/tabular_nn_torch.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1499
unit: def _get_default_stopping_metric()
file: tabular/src/autogluon/tabular/models/tabular_nn/torch/tabular_nn_torch.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1500
unit: def __len__()
file: tabular/src/autogluon/tabular/models/tabular_nn/torch/tabular_torch_dataset.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1501
unit: def has_vector_features()
file: tabular/src/autogluon/tabular/models/tabular_nn/torch/tabular_torch_dataset.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1502
unit: def num_embed_features()
file: tabular/src/autogluon/tabular/models/tabular_nn/torch/tabular_torch_dataset.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1503
unit: def num_vector_features()
file: tabular/src/autogluon/tabular/models/tabular_nn/torch/tabular_torch_dataset.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1504
unit: def convert_df_dtype_to_str()
file: tabular/src/autogluon/tabular/models/tabular_nn/utils/data_preprocessor.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1505
unit: def _more_tags()
file: tabular/src/autogluon/tabular/models/tabular_nn/utils/categorical_encoders.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1506
unit: def get_searchspace_multiclass()
file: tabular/src/autogluon/tabular/models/tabular_nn/hyperparameters/searchspaces.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1507
unit: def get_searchspace_binary()
file: tabular/src/autogluon/tabular/models/tabular_nn/hyperparameters/searchspaces.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1508
unit: def get_param_multiclass()
file: tabular/src/autogluon/tabular/models/tabular_nn/hyperparameters/parameters.py
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size: 2 LOC
McCabe index: 3
number of parameters: 2

id: 1509
unit: def get_param_regression()
file: tabular/src/autogluon/tabular/models/tabular_nn/hyperparameters/parameters.py
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size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 1510
unit: def _normalize()
file: tabular/src/autogluon/tabular/models/lr/lr_preprocessing_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1511
unit: def get_feature_names()
file: tabular/src/autogluon/tabular/models/lr/lr_preprocessing_utils.py
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McCabe index: 1
number of parameters: 1

id: 1512
unit: def __init__()
file: tabular/src/autogluon/tabular/models/lr/lr_preprocessing_utils.py
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McCabe index: 1
number of parameters: 2

id: 1513
unit: def fit()
file: tabular/src/autogluon/tabular/models/lr/lr_preprocessing_utils.py
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McCabe index: 1
number of parameters: 3

id: 1514
unit: def __init__()
file: tabular/src/autogluon/tabular/models/lr/lr_preprocessing_utils.py
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McCabe index: 1
number of parameters: 2

id: 1515
unit: def fit()
file: tabular/src/autogluon/tabular/models/lr/lr_preprocessing_utils.py
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McCabe index: 1
number of parameters: 3

id: 1516
unit: def _tokenize()
file: tabular/src/autogluon/tabular/models/lr/lr_model.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1517
unit: def _get_default_searchspace()
file: tabular/src/autogluon/tabular/models/lr/lr_model.py
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McCabe index: 1
number of parameters: 1

id: 1518
unit: def _hyperparameter_tune()
file: tabular/src/autogluon/tabular/models/lr/lr_model.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1519
unit: def get_memory_size()
file: tabular/src/autogluon/tabular/models/fasttext/fasttext_model.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1520
unit: def _hyperparameter_tune()
file: tabular/src/autogluon/tabular/models/fasttext/fasttext_model.py
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McCabe index: 1
number of parameters: 2

id: 1521
unit: def forward()
file: tabular/src/autogluon/tabular/models/tab_transformer/modified_transformer.py
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McCabe index: 1
number of parameters: 2

id: 1522
unit: def __init__()
file: tabular/src/autogluon/tabular/models/tab_transformer/modified_transformer.py
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McCabe index: 1
number of parameters: 3

id: 1523
unit: def _get_default_searchspace()
file: tabular/src/autogluon/tabular/models/tab_transformer/tab_transformer_model.py
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McCabe index: 1
number of parameters: 1

id: 1524
unit: def n_cont_features()
file: tabular/src/autogluon/tabular/models/tab_transformer/utils.py
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McCabe index: 2
number of parameters: 1

id: 1525
unit: def __len__()
file: tabular/src/autogluon/tabular/models/tab_transformer/utils.py
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McCabe index: 1
number of parameters: 1

id: 1526
unit: def data()
file: tabular/src/autogluon/tabular/models/tab_transformer/utils.py
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number of parameters: 1

id: 1634
unit: def fit()
file: features/src/autogluon/features/generators/abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1635
unit: def _fit_transform()
file: features/src/autogluon/features/generators/abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1636
unit: def _transform()
file: features/src/autogluon/features/generators/abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1637
unit: def _infer_features_in()
file: features/src/autogluon/features/generators/abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1638
unit: def get_default_infer_features_in_args()
file: features/src/autogluon/features/generators/abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1639
unit: def _post_fit_cleanup()
file: features/src/autogluon/features/generators/abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1640
unit: def set_verbosity()
file: features/src/autogluon/features/generators/abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1641
unit: def is_fit()
file: features/src/autogluon/features/generators/abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1642
unit: def get_feature_links()
file: features/src/autogluon/features/generators/abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1643
unit: def save()
file: features/src/autogluon/features/generators/abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1644
unit: def _more_tags()
file: features/src/autogluon/features/generators/abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1645
unit: def _transform()
file: features/src/autogluon/features/generators/drop_unique.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1646
unit: def get_default_infer_features_in_args()
file: features/src/autogluon/features/generators/drop_unique.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1647
unit: def _more_tags()
file: features/src/autogluon/features/generators/drop_unique.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1648
unit: def _reward_while_pending()
file: core/src/autogluon/core/searcher/local_searcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1649
unit: def get_config()
file: core/src/autogluon/core/searcher/local_searcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1650
unit: def register_pending()
file: core/src/autogluon/core/searcher/local_searcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1651
unit: def evaluation_failed()
file: core/src/autogluon/core/searcher/local_searcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1652
unit: def __len__()
file: core/src/autogluon/core/searcher/local_grid_searcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1653
unit: def __eq__()
file: core/src/autogluon/core/utils/nvutil.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1654
unit: def save()
file: core/src/autogluon/core/utils/serialization.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1655
unit: def get_cpu_count()
file: core/src/autogluon/core/utils/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1656
unit: def apply_presets()
file: core/src/autogluon/core/utils/decorators.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1657
unit: def update()
file: core/src/autogluon/core/utils/early_stopping.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1658
unit: def early_stop()
file: core/src/autogluon/core/utils/early_stopping.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1659
unit: def __init__()
file: core/src/autogluon/core/utils/custom_queue.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1660
unit: def value()
file: core/src/autogluon/core/utils/custom_queue.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1661
unit: def qsize()
file: core/src/autogluon/core/utils/custom_queue.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1662
unit: def empty()
file: core/src/autogluon/core/utils/custom_queue.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1663
unit: def assert_valid()
file: core/src/autogluon/core/utils/default_arguments.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1664
unit: def __init__()
file: core/src/autogluon/core/utils/default_arguments.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1665
unit: def assert_valid()
file: core/src/autogluon/core/utils/default_arguments.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1666
unit: def default()
file: core/src/autogluon/core/space.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1667
unit: def __init__()
file: core/src/autogluon/core/space.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1668
unit: def default()
file: core/src/autogluon/core/space.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1669
unit: def default()
file: core/src/autogluon/core/space.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1670
unit: def __getitem__()
file: core/src/autogluon/core/space.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1671
unit: def __setitem__()
file: core/src/autogluon/core/space.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1672
unit: def __len__()
file: core/src/autogluon/core/space.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1673
unit: def convert_to_sklearn()
file: core/src/autogluon/core/space.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1674
unit: def __init__()
file: core/src/autogluon/core/space.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1675
unit: def fit()
file: core/src/autogluon/core/task/base/base_task.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1676
unit: def path_suffix()
file: core/src/autogluon/core/models/abstract/abstract_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1677
unit: def is_valid()
file: core/src/autogluon/core/models/abstract/abstract_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1678
unit: def can_infer()
file: core/src/autogluon/core/models/abstract/abstract_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1679
unit: def is_fit()
file: core/src/autogluon/core/models/abstract/abstract_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1680
unit: def can_fit()
file: core/src/autogluon/core/models/abstract/abstract_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1681
unit: def _set_default_params()
file: core/src/autogluon/core/models/abstract/abstract_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1682
unit: def _get_default_searchspace()
file: core/src/autogluon/core/models/abstract/abstract_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1683
unit: def _estimate_memory_usage()
file: core/src/autogluon/core/models/abstract/abstract_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1684
unit: def reduce_memory_size()
file: core/src/autogluon/core/models/abstract/abstract_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 5

id: 1685
unit: def _get_default_ag_args()
file: core/src/autogluon/core/models/abstract/abstract_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1686
unit: def _get_default_ag_args_ensemble()
file: core/src/autogluon/core/models/abstract/abstract_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1687
unit: def _get_params()
file: core/src/autogluon/core/models/abstract/abstract_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1688
unit: def _ag_params()
file: core/src/autogluon/core/models/abstract/abstract_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1689
unit: def _features()
file: core/src/autogluon/core/models/abstract/abstract_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1690
unit: def _more_tags()
file: core/src/autogluon/core/models/abstract/abstract_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1691
unit: def _get_default_stopping_metric()
file: core/src/autogluon/core/models/greedy_ensemble/greedy_weighted_ensemble_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1692
unit: def _hyperparameter_tune()
file: core/src/autogluon/core/models/greedy_ensemble/greedy_weighted_ensemble_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1693
unit: def __init__()
file: core/src/autogluon/core/models/greedy_ensemble/greedy_weighted_ensemble_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1694
unit: def predict_proba()
file: core/src/autogluon/core/models/greedy_ensemble/ensemble_selection.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1695
unit: def ensemble_size()
file: core/src/autogluon/core/models/greedy_ensemble/ensemble_selection.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1696
unit: def schedule_fold_model_fit()
file: core/src/autogluon/core/models/ensemble/fold_fitting_strategy.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1697
unit: def after_all_folds_scheduled()
file: core/src/autogluon/core/models/ensemble/fold_fitting_strategy.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1698
unit: def schedule_fold_model_fit()
file: core/src/autogluon/core/models/ensemble/fold_fitting_strategy.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1699
unit: def is_valid()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1700
unit: def can_infer()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1701
unit: def is_fit()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1702
unit: def can_fit()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1703
unit: def is_valid_oof()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 1704
unit: def get_oof_pred_proba()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1705
unit: def _get_cv_splitter()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1706
unit: def _predict_proba()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1707
unit: def convert_to_template_child()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1708
unit: def load_model_base()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1709
unit: def save_model_base()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1710
unit: def _validate_fit_memory_usage()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1711
unit: def _preprocess_fit_resources()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1712
unit: def _more_tags()
file: core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1713
unit: def fit()
file: core/src/autogluon/core/data/cleaner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1714
unit: def transform()
file: core/src/autogluon/core/data/cleaner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1715
unit: def __init__()
file: core/src/autogluon/core/data/cleaner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1716
unit: def fit()
file: core/src/autogluon/core/data/cleaner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1717
unit: def transform()
file: core/src/autogluon/core/data/cleaner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1718
unit: def fit()
file: core/src/autogluon/core/data/cleaner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1719
unit: def transform()
file: core/src/autogluon/core/data/cleaner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1720
unit: def _transform()
file: core/src/autogluon/core/data/label_cleaner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1721
unit: def _inverse_transform()
file: core/src/autogluon/core/data/label_cleaner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1722
unit: def transform_proba()
file: core/src/autogluon/core/data/label_cleaner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 5

id: 1723
unit: def inverse_transform_proba()
file: core/src/autogluon/core/data/label_cleaner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1724
unit: def _inverse_transform()
file: core/src/autogluon/core/data/label_cleaner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1725
unit: def _transform()
file: core/src/autogluon/core/data/label_cleaner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1726
unit: def _inverse_transform()
file: core/src/autogluon/core/data/label_cleaner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1727
unit: def _convert_to_valid_series()
file: core/src/autogluon/core/data/label_cleaner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1728
unit: def __init__()
file: core/src/autogluon/core/data/label_cleaner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1729
unit: def _transform()
file: core/src/autogluon/core/data/label_cleaner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1730
unit: def _inverse_transform()
file: core/src/autogluon/core/data/label_cleaner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1731
unit: def get_dependency_version_ranges()
file: core/src/autogluon/core/_setup_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 1732
unit: def terminate()
file: core/src/autogluon/core/scheduler/seq_scheduler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1733
unit: def join_jobs()
file: core/src/autogluon/core/scheduler/seq_scheduler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1734
unit: def get_best_reward()
file: core/src/autogluon/core/scheduler/seq_scheduler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1735
unit: def __call__()
file: core/src/autogluon/core/scheduler/reporter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1736
unit: def path_root()
file: core/src/autogluon/core/trainer/abstract_trainer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1737
unit: def path_utils()
file: core/src/autogluon/core/trainer/abstract_trainer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1738
unit: def path_data()
file: core/src/autogluon/core/trainer/abstract_trainer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1739
unit: def construct_model_templates()
file: core/src/autogluon/core/trainer/abstract_trainer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1740
unit: def construct_model_templates_distillation()
file: core/src/autogluon/core/trainer/abstract_trainer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1741
unit: def get_model_level()
file: core/src/autogluon/core/trainer/abstract_trainer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1742
unit: def fit()
file: core/src/autogluon/core/trainer/abstract_trainer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 7

id: 1743
unit: def _get_default_proxy_model_class()
file: core/src/autogluon/core/trainer/abstract_trainer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1744
unit: def _get_banned_model_names()
file: core/src/autogluon/core/trainer/abstract_trainer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1745
unit: def _process_hyperparameters()
file: core/src/autogluon/core/trainer/abstract_trainer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1746
unit: def _constructor()
file: core/src/autogluon/core/dataset.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1747
unit: def _constructor_sliced()
file: core/src/autogluon/core/dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1748
unit: def greater_is_better()
file: core/src/autogluon/core/metrics/__init__.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1749
unit: def convert_score_to_sklearn_val()
file: core/src/autogluon/core/metrics/__init__.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1750
unit: def __call__()
file: core/src/autogluon/core/metrics/__init__.py
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size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1751
unit: def __repr__()
file: core/src/autogluon/core/metrics/__init__.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1752
unit: def needs_pred()
file: core/src/autogluon/core/metrics/__init__.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1753
unit: def needs_proba()
file: core/src/autogluon/core/metrics/__init__.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1754
unit: def needs_threshold()
file: core/src/autogluon/core/metrics/__init__.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1755
unit: def needs_quantile()
file: core/src/autogluon/core/metrics/__init__.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1756
unit: def needs_pred()
file: core/src/autogluon/core/metrics/__init__.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1757
unit: def needs_proba()
file: core/src/autogluon/core/metrics/__init__.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1758
unit: def needs_threshold()
file: core/src/autogluon/core/metrics/__init__.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1759
unit: def needs_quantile()
file: core/src/autogluon/core/metrics/__init__.py
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size: 2 LOC
McCabe index: 1
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id: 1760
unit: def needs_pred()
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1761
unit: def needs_proba()
file: core/src/autogluon/core/metrics/__init__.py
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size: 2 LOC
McCabe index: 1
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id: 1762
unit: def needs_threshold()
file: core/src/autogluon/core/metrics/__init__.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1763
unit: def needs_quantile()
file: core/src/autogluon/core/metrics/__init__.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1764
unit: def needs_pred()
file: core/src/autogluon/core/metrics/__init__.py
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size: 2 LOC
McCabe index: 1
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id: 1765
unit: def needs_proba()
file: core/src/autogluon/core/metrics/__init__.py
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size: 2 LOC
McCabe index: 1
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id: 1766
unit: def needs_threshold()
file: core/src/autogluon/core/metrics/__init__.py
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id: 1767
unit: def needs_quantile()
file: core/src/autogluon/core/metrics/__init__.py
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size: 2 LOC
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id: 1768
unit: def needs_pred()
file: core/src/autogluon/core/metrics/__init__.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1769
unit: def needs_proba()
file: core/src/autogluon/core/metrics/__init__.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1770
unit: def needs_threshold()
file: core/src/autogluon/core/metrics/__init__.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1771
unit: def needs_quantile()
file: core/src/autogluon/core/metrics/__init__.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1772
unit: def local_spearmanr()
file: core/src/autogluon/core/metrics/__init__.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1773
unit: def local_pearsonr()
file: core/src/autogluon/core/metrics/__init__.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1774
unit: def rmse_func()
file: core/src/autogluon/core/metrics/__init__.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1775
unit: def fit_summary()
file: vision/src/autogluon/vision/_gluoncv/image_classification.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1776
unit: def fit_history()
file: vision/src/autogluon/vision/_gluoncv/image_classification.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1777
unit: def fit_summary()
file: vision/src/autogluon/vision/_gluoncv/object_detection.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1778
unit: def fit_history()
file: vision/src/autogluon/vision/_gluoncv/object_detection.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1779
unit: def path()
file: vision/src/autogluon/vision/detector/detector.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1780
unit: def fit_summary()
file: vision/src/autogluon/vision/detector/detector.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1781
unit: def _get_num_gpus_available()
file: vision/src/autogluon/vision/detector/detector.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1782
unit: def get_lr_decay_epoch()
file: vision/src/autogluon/vision/utils/learning_rate.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1783
unit: def get_lr_scheduler()
file: vision/src/autogluon/vision/utils/learning_rate.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1784
unit: def path()
file: vision/src/autogluon/vision/predictor/predictor.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1785
unit: def fit_summary()
file: vision/src/autogluon/vision/predictor/predictor.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1786
unit: def list_models()
file: vision/src/autogluon/vision/predictor/predictor.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1787
unit: def _get_num_gpus_available()
file: vision/src/autogluon/vision/predictor/predictor.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1788
unit: def num_input_features()
file: text/src/autogluon/text/text_prediction/mx/preprocessing.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1789
unit: def num_text_outputs()
file: text/src/autogluon/text/text_prediction/mx/preprocessing.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1790
unit: def num_categorical_outputs()
file: text/src/autogluon/text/text_prediction/mx/preprocessing.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1791
unit: def num_numerical_outputs()
file: text/src/autogluon/text/text_prediction/mx/preprocessing.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1792
unit: def tokenizer()
file: text/src/autogluon/text/text_prediction/mx/preprocessing.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1793
unit: def label_column()
file: text/src/autogluon/text/text_prediction/mx/preprocessing.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1794
unit: def text_feature_names()
file: text/src/autogluon/text/text_prediction/mx/preprocessing.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1795
unit: def categorical_feature_names()
file: text/src/autogluon/text/text_prediction/mx/preprocessing.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1796
unit: def numerical_feature_names()
file: text/src/autogluon/text/text_prediction/mx/preprocessing.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1797
unit: def categorical_num_categories()
file: text/src/autogluon/text/text_prediction/mx/preprocessing.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1798
unit: def cfg()
file: text/src/autogluon/text/text_prediction/mx/preprocessing.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1799
unit: def label_type()
file: text/src/autogluon/text/text_prediction/mx/preprocessing.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1800
unit: def label_scaler()
file: text/src/autogluon/text/text_prediction/mx/preprocessing.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1801
unit: def label_generator()
file: text/src/autogluon/text/text_prediction/mx/preprocessing.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1802
unit: def transform()
file: text/src/autogluon/text/text_prediction/mx/preprocessing.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1803
unit: def column_types()
file: text/src/autogluon/text/text_prediction/mx/models.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1804
unit: def results()
file: text/src/autogluon/text/text_prediction/mx/models.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1805
unit: def preprocessor()
file: text/src/autogluon/text/text_prediction/mx/models.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1806
unit: def output_directory()
file: text/src/autogluon/text/text_prediction/mx/models.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1807
unit: def label_columns()
file: text/src/autogluon/text/text_prediction/mx/models.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1808
unit: def problem_type()
file: text/src/autogluon/text/text_prediction/mx/models.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1809
unit: def feature_columns()
file: text/src/autogluon/text/text_prediction/mx/models.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1810
unit: def base_config()
file: text/src/autogluon/text/text_prediction/mx/models.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1811
unit: def results()
file: text/src/autogluon/text/text_prediction/mx/models.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1812
unit: def config()
file: text/src/autogluon/text/text_prediction/mx/models.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1813
unit: def net()
file: text/src/autogluon/text/text_prediction/mx/models.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1814
unit: def hybrid_forward()
file: text/src/autogluon/text/text_prediction/mx/modules.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1815
unit: def eval_math_expr()
file: text/src/autogluon/text/text_prediction/metrics.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1816
unit: def path()
file: text/src/autogluon/text/text_prediction/predictor/predictor.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1817
unit: def label()
file: text/src/autogluon/text/text_prediction/predictor/predictor.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1818
unit: def problem_type()
file: text/src/autogluon/text/text_prediction/predictor/predictor.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1819
unit: def backend()
file: text/src/autogluon/text/text_prediction/predictor/predictor.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1820
unit: def class_labels()
file: text/src/autogluon/text/text_prediction/predictor/predictor.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1821
unit: def evaluate()
file: text/src/autogluon/text/text_prediction/predictor/predictor.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1822
unit: def default()
file: text/src/autogluon/text/text_prediction/presets.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1823
unit: def schedule_fold_model_fit()
file: core/src/autogluon/core/models/ensemble/fold_fitting_strategy.py
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end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 2

id: 1824
unit: def after_all_folds_scheduled()
file: core/src/autogluon/core/models/ensemble/fold_fitting_strategy.py
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size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 1825
unit: def _fit()
file: core/src/autogluon/core/models/ensemble/fold_fitting_strategy.py
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size: 1 LOC
McCabe index: 1
number of parameters: 6