Path	Lines of Code
autogluon/setup.py	26
autogluon/src/autogluon/__init__.py	1
common/setup.py	33
common/src/autogluon/__init__.py	1
common/src/autogluon/common/__init__.py	3
common/src/autogluon/common/features/__init__.py	1
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/__init__.py	1
common/src/autogluon/common/loaders/_utils.py	175
common/src/autogluon/common/loaders/load_pd.py	142
common/src/autogluon/common/loaders/load_pkl.py	52
common/src/autogluon/common/loaders/load_pointer.py	17
common/src/autogluon/common/loaders/load_s3.py	61
common/src/autogluon/common/loaders/load_str.py	15
common/src/autogluon/common/loaders/load_zip.py	13
common/src/autogluon/common/savers/__init__.py	1
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
common/src/autogluon/common/savers/save_str.py	17
common/src/autogluon/common/utils/__init__.py	1
common/src/autogluon/common/utils/compression_utils.py	35
common/src/autogluon/common/utils/log_utils.py	54
common/src/autogluon/common/utils/multiprocessing_utils.py	9
common/src/autogluon/common/utils/pandas_utils.py	42
common/src/autogluon/common/utils/s3_utils.py	18
common/src/autogluon/common/utils/utils.py	41
core/__init__.py	1
core/setup.py	49
core/src/__init__.py	1
core/src/autogluon/__init__.py	1
core/src/autogluon/core/__init__.py	10
core/src/autogluon/core/_setup_utils.py	113
core/src/autogluon/core/augmentation/__init__.py	1
core/src/autogluon/core/augmentation/distill_utils.py	131
core/src/autogluon/core/calibrate/__init__.py	1
core/src/autogluon/core/calibrate/conformity_score.py	42
core/src/autogluon/core/calibrate/temperature_scaling.py	48
core/src/autogluon/core/constants.py	17
core/src/autogluon/core/data/__init__.py	1
core/src/autogluon/core/data/cleaner.py	56
core/src/autogluon/core/data/label_cleaner.py	264
core/src/autogluon/core/dataset.py	19
core/src/autogluon/core/locks.py	17
core/src/autogluon/core/metrics/__init__.py	343
core/src/autogluon/core/metrics/classification_metrics.py	222
core/src/autogluon/core/metrics/quantile_metrics.py	16
core/src/autogluon/core/metrics/softclass_metrics.py	23
core/src/autogluon/core/metrics/util.py	10
core/src/autogluon/core/models/__init__.py	5
core/src/autogluon/core/models/_utils.py	23
core/src/autogluon/core/models/abstract/__init__.py	1
core/src/autogluon/core/models/abstract/_tags.py	3
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/__init__.py	1
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/ray_parallel_fold_fitting_strategy.py	33
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/__init__.py	1
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/pseudolabeling/__init__.py	1
core/src/autogluon/core/pseudolabeling/pseudolabeling.py	92
core/src/autogluon/core/scheduler/__init__.py	1
core/src/autogluon/core/scheduler/reporter.py	6
core/src/autogluon/core/scheduler/scheduler_factory.py	59
core/src/autogluon/core/scheduler/seq_scheduler.py	201
core/src/autogluon/core/searcher/__init__.py	3
core/src/autogluon/core/searcher/local_grid_searcher.py	47
core/src/autogluon/core/searcher/local_random_searcher.py	40
core/src/autogluon/core/searcher/local_searcher.py	56
core/src/autogluon/core/searcher/searcher_factory.py	27
core/src/autogluon/core/space.py	71
core/src/autogluon/core/task/__init__.py	1
core/src/autogluon/core/task/base/__init__.py	1
core/src/autogluon/core/task/base/base_task.py	129
core/src/autogluon/core/trainer/__init__.py	1
core/src/autogluon/core/trainer/abstract_trainer.py	1803
core/src/autogluon/core/trainer/utils.py	22
core/src/autogluon/core/utils/__init__.py	10
core/src/autogluon/core/utils/custom_process.py	19
core/src/autogluon/core/utils/custom_queue.py	25
core/src/autogluon/core/utils/decorators.py	36
core/src/autogluon/core/utils/default_arguments.py	73
core/src/autogluon/core/utils/defaultdict.py	8
core/src/autogluon/core/utils/early_stopping.py	48
core/src/autogluon/core/utils/exceptions.py	10
core/src/autogluon/core/utils/feature_selection.py	329
core/src/autogluon/core/utils/files.py	73
core/src/autogluon/core/utils/loaders/__init__.py	1
core/src/autogluon/core/utils/miscs.py	21
core/src/autogluon/core/utils/nvutil.py	121
core/src/autogluon/core/utils/plots.py	156
core/src/autogluon/core/utils/savers/__init__.py	1
core/src/autogluon/core/utils/serialization.py	286
core/src/autogluon/core/utils/sync_remote.py	71
core/src/autogluon/core/utils/try_import.py	168
core/src/autogluon/core/utils/utils.py	621
features/setup.py	26
features/src/autogluon/__init__.py	1
features/src/autogluon/features/__init__.py	2
features/src/autogluon/features/binning.py	59
features/src/autogluon/features/generators/__init__.py	20
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/dummy.py	27
features/src/autogluon/features/generators/fillna.py	41
features/src/autogluon/features/generators/identity.py	15
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/generators/text_special.py	124
features/src/autogluon/features/utils.py	21
features/src/autogluon/features/vectorizers.py	16
forecasting/setup.py	31
forecasting/src/autogluon/__init__.py	1
forecasting/src/autogluon/forecasting/__init__.py	1
setup.cfg	4
tabular/setup.py	60
tabular/src/autogluon/__init__.py	1
tabular/src/autogluon/tabular/__init__.py	9
tabular/src/autogluon/tabular/configs/__init__.py	1
tabular/src/autogluon/tabular/configs/config_helper.py	151
tabular/src/autogluon/tabular/configs/feature_generator_presets.py	18
tabular/src/autogluon/tabular/configs/hyperparameter_configs.py	85
tabular/src/autogluon/tabular/configs/presets_configs.py	8
tabular/src/autogluon/tabular/learner/__init__.py	2
tabular/src/autogluon/tabular/learner/abstract_learner.py	693
tabular/src/autogluon/tabular/learner/default_learner.py	259
tabular/src/autogluon/tabular/models/__init__.py	15
tabular/src/autogluon/tabular/models/catboost/__init__.py	1
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/catboost/hyperparameters/__init__.py	1
tabular/src/autogluon/tabular/models/catboost/hyperparameters/parameters.py	29
tabular/src/autogluon/tabular/models/catboost/hyperparameters/searchspaces.py	32
tabular/src/autogluon/tabular/models/fastainn/__init__.py	1
tabular/src/autogluon/tabular/models/fastainn/callbacks.py	81
tabular/src/autogluon/tabular/models/fastainn/fastai_helpers.py	31
tabular/src/autogluon/tabular/models/fastainn/hyperparameters/__init__.py	1
tabular/src/autogluon/tabular/models/fastainn/hyperparameters/parameters.py	33
tabular/src/autogluon/tabular/models/fastainn/hyperparameters/searchspaces.py	33
tabular/src/autogluon/tabular/models/fastainn/imports_helper.py	1
tabular/src/autogluon/tabular/models/fastainn/quantile_helpers.py	40
tabular/src/autogluon/tabular/models/fastainn/tabular_nn_fastai.py	363
tabular/src/autogluon/tabular/models/fasttext/__init__.py	1
tabular/src/autogluon/tabular/models/fasttext/fasttext_model.py	146
tabular/src/autogluon/tabular/models/fasttext/hyperparameters/__init__.py	1
tabular/src/autogluon/tabular/models/fasttext/hyperparameters/parameters.py	20
tabular/src/autogluon/tabular/models/image_prediction/__init__.py	1
tabular/src/autogluon/tabular/models/image_prediction/image_predictor.py	170
tabular/src/autogluon/tabular/models/knn/__init__.py	1
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/knn/knn_utils.py	156
tabular/src/autogluon/tabular/models/lgb/__init__.py	1
tabular/src/autogluon/tabular/models/lgb/callbacks.py	164
tabular/src/autogluon/tabular/models/lgb/hyperparameters/__init__.py	1
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/lgb/lgb_utils.py	75
tabular/src/autogluon/tabular/models/lr/__init__.py	1
tabular/src/autogluon/tabular/models/lr/hyperparameters/__init__.py	1
tabular/src/autogluon/tabular/models/lr/hyperparameters/parameters.py	31
tabular/src/autogluon/tabular/models/lr/hyperparameters/searchspaces.py	4
tabular/src/autogluon/tabular/models/lr/lr_model.py	174
tabular/src/autogluon/tabular/models/lr/lr_preprocessing_utils.py	47
tabular/src/autogluon/tabular/models/lr/lr_rapids_model.py	37
tabular/src/autogluon/tabular/models/rf/__init__.py	1
tabular/src/autogluon/tabular/models/rf/rf_model.py	254
tabular/src/autogluon/tabular/models/rf/rf_quantile.py	227
tabular/src/autogluon/tabular/models/rf/rf_rapids_model.py	34
tabular/src/autogluon/tabular/models/tab_transformer/__init__.py	1
tabular/src/autogluon/tabular/models/tab_transformer/hyperparameters/__init__.py	1
tabular/src/autogluon/tabular/models/tab_transformer/hyperparameters/parameters.py	44
tabular/src/autogluon/tabular/models/tab_transformer/hyperparameters/searchspaces.py	13
tabular/src/autogluon/tabular/models/tab_transformer/modified_transformer.py	215
tabular/src/autogluon/tabular/models/tab_transformer/pretexts.py	93
tabular/src/autogluon/tabular/models/tab_transformer/tab_model_base.py	46
tabular/src/autogluon/tabular/models/tab_transformer/tab_transformer.py	119
tabular/src/autogluon/tabular/models/tab_transformer/tab_transformer_encoder.py	495
tabular/src/autogluon/tabular/models/tab_transformer/tab_transformer_model.py	364
tabular/src/autogluon/tabular/models/tab_transformer/utils.py	95
tabular/src/autogluon/tabular/models/tabular_nn/__init__.py	1
tabular/src/autogluon/tabular/models/tabular_nn/hyperparameters/__init__.py	1
tabular/src/autogluon/tabular/models/tabular_nn/hyperparameters/parameters.py	96
tabular/src/autogluon/tabular/models/tabular_nn/hyperparameters/searchspaces.py	63
tabular/src/autogluon/tabular/models/tabular_nn/mxnet/__init__.py	1
tabular/src/autogluon/tabular/models/tabular_nn/mxnet/embednet.py	134
tabular/src/autogluon/tabular/models/tabular_nn/mxnet/lr_scheduler.py	94
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/__init__.py	1
tabular/src/autogluon/tabular/models/tabular_nn/torch/tabular_nn_torch.py	455
tabular/src/autogluon/tabular/models/tabular_nn/torch/tabular_torch_dataset.py	136
tabular/src/autogluon/tabular/models/tabular_nn/torch/torch_network_modules.py	216
tabular/src/autogluon/tabular/models/tabular_nn/utils/__init__.py	1
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/__init__.py	1
tabular/src/autogluon/tabular/models/text_prediction/text_prediction_v1_model.py	126
tabular/src/autogluon/tabular/models/utils.py	18
tabular/src/autogluon/tabular/models/vowpalwabbit/__init__.py	1
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/__init__.py	1
tabular/src/autogluon/tabular/models/xgboost/callbacks.py	69
tabular/src/autogluon/tabular/models/xgboost/hyperparameters/__init__.py	1
tabular/src/autogluon/tabular/models/xgboost/hyperparameters/parameters.py	49
tabular/src/autogluon/tabular/models/xgboost/hyperparameters/searchspaces.py	49
tabular/src/autogluon/tabular/models/xgboost/xgboost_model.py	175
tabular/src/autogluon/tabular/models/xgboost/xgboost_utils.py	117
tabular/src/autogluon/tabular/models/xt/__init__.py	1
tabular/src/autogluon/tabular/models/xt/xt_model.py	13
tabular/src/autogluon/tabular/predictor/__init__.py	1
tabular/src/autogluon/tabular/predictor/predictor.py	1239
tabular/src/autogluon/tabular/trainer/__init__.py	1
tabular/src/autogluon/tabular/trainer/auto_trainer.py	72
tabular/src/autogluon/tabular/trainer/model_presets/__init__.py	1
tabular/src/autogluon/tabular/trainer/model_presets/presets.py	317
tabular/src/autogluon/tabular/trainer/model_presets/presets_custom.py	11
tabular/src/autogluon/tabular/trainer/model_presets/presets_distill.py	58
tabular/src/autogluon/tabular/tuning/__init__.py	1
tabular/src/autogluon/tabular/tuning/feature_pruner.py	128
text/setup.py	27
text/src/autogluon/__init__.py	1
text/src/autogluon/text/__init__.py	4
text/src/autogluon/text/text_prediction/__init__.py	8
text/src/autogluon/text/text_prediction/config.py	37
text/src/autogluon/text/text_prediction/constants.py	6
text/src/autogluon/text/text_prediction/infer_types.py	129
text/src/autogluon/text/text_prediction/metrics.py	62
text/src/autogluon/text/text_prediction/mx/__init__.py	4
text/src/autogluon/text/text_prediction/mx/models.py	1147
text/src/autogluon/text/text_prediction/mx/modules.py	485
text/src/autogluon/text/text_prediction/mx/preprocessing.py	353
text/src/autogluon/text/text_prediction/mx/utils.py	28
text/src/autogluon/text/text_prediction/predictor/__init__.py	1
text/src/autogluon/text/text_prediction/predictor/predictor.py	306
text/src/autogluon/text/text_prediction/presets.py	142
text/src/autogluon/text/text_prediction/utils.py	80
vision/setup.py	28
vision/src/autogluon/__init__.py	1
vision/src/autogluon/vision/__init__.py	5
vision/src/autogluon/vision/_gluoncv/__init__.py	2
vision/src/autogluon/vision/_gluoncv/image_classification.py	344
vision/src/autogluon/vision/_gluoncv/object_detection.py	305
vision/src/autogluon/vision/_gluoncv/utils.py	182
vision/src/autogluon/vision/configs/__init__.py	1
vision/src/autogluon/vision/configs/presets_configs.py	185
vision/src/autogluon/vision/detector/__init__.py	1
vision/src/autogluon/vision/detector/detector.py	214
vision/src/autogluon/vision/predictor/__init__.py	1
vision/src/autogluon/vision/predictor/losses.py	25
vision/src/autogluon/vision/predictor/predictor.py	437
vision/src/autogluon/vision/utils/__init__.py	3
vision/src/autogluon/vision/utils/error_handler.py	24
vision/src/autogluon/vision/utils/learning_rate.py	32
vision/src/autogluon/vision/utils/space_sanitizer.py	33