Path	Lines of Code
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