Path	Lines of Code
common/src/autogluon/common/features/feature_metadata.py	271
common/src/autogluon/common/features/infer_types.py	123
common/src/autogluon/common/features/types.py	17
common/src/autogluon/common/loaders/load_pd.py	142
common/src/autogluon/common/savers/save_json.py	25
common/src/autogluon/common/savers/save_pd.py	82
common/src/autogluon/common/savers/save_pkl.py	42
common/src/autogluon/common/savers/save_pointer.py	10
core/src/autogluon/core/__init__.py	10
core/src/autogluon/core/_setup_utils.py	113
core/src/autogluon/core/augmentation/distill_utils.py	131
core/src/autogluon/core/calibrate/temperature_scaling.py	48
core/src/autogluon/core/constants.py	17
core/src/autogluon/core/data/label_cleaner.py	264
core/src/autogluon/core/metrics/classification_metrics.py	222
core/src/autogluon/core/models/_utils.py	23
core/src/autogluon/core/models/abstract/abstract_model.py	689
core/src/autogluon/core/models/abstract/abstract_nn_model.py	61
core/src/autogluon/core/models/abstract/model_trial.py	79
core/src/autogluon/core/models/ensemble/bagged_ensemble_model.py	837
core/src/autogluon/core/models/ensemble/fold_fitting_strategy.py	403
core/src/autogluon/core/models/ensemble/stacker_ensemble_model.py	184
core/src/autogluon/core/models/ensemble/weighted_ensemble_model.py	54
core/src/autogluon/core/models/greedy_ensemble/ensemble_selection.py	160
core/src/autogluon/core/models/greedy_ensemble/greedy_weighted_ensemble_model.py	127
core/src/autogluon/core/scheduler/scheduler_factory.py	59
core/src/autogluon/core/scheduler/seq_scheduler.py	201
core/src/autogluon/core/searcher/local_searcher.py	56
core/src/autogluon/core/task/base/base_task.py	129
core/src/autogluon/core/trainer/abstract_trainer.py	1803
core/src/autogluon/core/utils/early_stopping.py	48
core/src/autogluon/core/utils/feature_selection.py	329
core/src/autogluon/core/utils/utils.py	621
features/src/autogluon/features/binning.py	59
features/src/autogluon/features/generators/abstract.py	369
features/src/autogluon/features/generators/astype.py	85
features/src/autogluon/features/generators/auto_ml_pipeline.py	62
features/src/autogluon/features/generators/binned.py	45
features/src/autogluon/features/generators/bulk.py	132
features/src/autogluon/features/generators/category.py	112
features/src/autogluon/features/generators/datetime.py	49
features/src/autogluon/features/generators/drop_duplicates.py	88
features/src/autogluon/features/generators/drop_unique.py	41
features/src/autogluon/features/generators/fillna.py	41
features/src/autogluon/features/generators/isnan.py	44
features/src/autogluon/features/generators/label_encoder.py	24
features/src/autogluon/features/generators/memory_minimize.py	62
features/src/autogluon/features/generators/one_hot_encoder.py	112
features/src/autogluon/features/generators/pipeline.py	89
features/src/autogluon/features/generators/rename.py	46
features/src/autogluon/features/generators/text_ngram.py	192
features/src/autogluon/features/utils.py	21
tabular/setup.py	60
tabular/src/autogluon/tabular/configs/presets_configs.py	8
tabular/src/autogluon/tabular/learner/abstract_learner.py	693
tabular/src/autogluon/tabular/learner/default_learner.py	259
tabular/src/autogluon/tabular/models/catboost/callbacks.py	88
tabular/src/autogluon/tabular/models/catboost/catboost_model.py	181
tabular/src/autogluon/tabular/models/catboost/catboost_softclass_utils.py	49
tabular/src/autogluon/tabular/models/catboost/catboost_utils.py	93
tabular/src/autogluon/tabular/models/fastainn/hyperparameters/parameters.py	33
tabular/src/autogluon/tabular/models/fastainn/tabular_nn_fastai.py	363
tabular/src/autogluon/tabular/models/fasttext/fasttext_model.py	146
tabular/src/autogluon/tabular/models/image_prediction/image_predictor.py	170
tabular/src/autogluon/tabular/models/knn/_knn_loo_variants.py	73
tabular/src/autogluon/tabular/models/knn/knn_model.py	221
tabular/src/autogluon/tabular/models/knn/knn_rapids_model.py	25
tabular/src/autogluon/tabular/models/lgb/callbacks.py	164
tabular/src/autogluon/tabular/models/lgb/hyperparameters/parameters.py	89
tabular/src/autogluon/tabular/models/lgb/hyperparameters/searchspaces.py	55
tabular/src/autogluon/tabular/models/lgb/lgb_model.py	279
tabular/src/autogluon/tabular/models/lr/hyperparameters/parameters.py	31
tabular/src/autogluon/tabular/models/lr/lr_model.py	174
tabular/src/autogluon/tabular/models/lr/lr_rapids_model.py	37
tabular/src/autogluon/tabular/models/rf/rf_model.py	254
tabular/src/autogluon/tabular/models/rf/rf_rapids_model.py	34
tabular/src/autogluon/tabular/models/tab_transformer/hyperparameters/searchspaces.py	13
tabular/src/autogluon/tabular/models/tab_transformer/pretexts.py	93
tabular/src/autogluon/tabular/models/tab_transformer/tab_transformer_model.py	364
tabular/src/autogluon/tabular/models/tabular_nn/hyperparameters/parameters.py	96
tabular/src/autogluon/tabular/models/tabular_nn/mxnet/embednet.py	134
tabular/src/autogluon/tabular/models/tabular_nn/mxnet/tabular_nn_dataset.py	196
tabular/src/autogluon/tabular/models/tabular_nn/mxnet/tabular_nn_mxnet.py	432
tabular/src/autogluon/tabular/models/tabular_nn/torch/tabular_nn_torch.py	455
tabular/src/autogluon/tabular/models/tabular_nn/utils/categorical_encoders.py	408
tabular/src/autogluon/tabular/models/tabular_nn/utils/data_preprocessor.py	71
tabular/src/autogluon/tabular/models/tabular_nn/utils/nn_architecture_utils.py	39
tabular/src/autogluon/tabular/models/text_prediction/text_prediction_v1_model.py	126
tabular/src/autogluon/tabular/models/vowpalwabbit/vowpalwabbit_model.py	158
tabular/src/autogluon/tabular/models/vowpalwabbit/vowpalwabbit_utils.py	61
tabular/src/autogluon/tabular/models/xgboost/xgboost_model.py	175
tabular/src/autogluon/tabular/models/xgboost/xgboost_utils.py	117
tabular/src/autogluon/tabular/predictor/predictor.py	1239
tabular/src/autogluon/tabular/trainer/auto_trainer.py	72
tabular/src/autogluon/tabular/trainer/model_presets/presets.py	317
tabular/src/autogluon/tabular/tuning/feature_pruner.py	128
text/src/autogluon/text/text_prediction/mx/models.py	1147
vision/src/autogluon/vision/detector/detector.py	214
vision/src/autogluon/vision/predictor/losses.py	25
vision/src/autogluon/vision/predictor/predictor.py	437