path	# lines of code
ludwig/collect.py	287
ludwig/contrib.py	25
ludwig/hyperopt_cli.py	430
ludwig/globals.py	30
ludwig/constants.py	81
ludwig/features/numerical_feature.py	283
ludwig/features/feature_registries.py	62
ludwig/features/vector_feature.py	254
ludwig/features/__init__.py	1
ludwig/features/category_feature.py	421
ludwig/features/binary_feature.py	279
ludwig/features/text_feature.py	427
ludwig/features/set_feature.py	235
ludwig/features/bag_feature.py	96
ludwig/features/feature_utils.py	23
ludwig/features/date_feature.py	117
ludwig/features/image_feature.py	322
ludwig/features/timeseries_feature.py	149
ludwig/features/sequence_feature.py	438
ludwig/features/base_feature.py	331
ludwig/features/h3_feature.py	84
ludwig/features/audio_feature.py	344
ludwig/predict.py	313
ludwig/contribs/comet.py	169
ludwig/contribs/wandb.py	32
ludwig/contribs/__init__.py	9
ludwig/__init__.py	13
ludwig/serve.py	124
ludwig/combiners/combiners.py	242
ludwig/combiners/__init__.py	1
ludwig/utils/visualization_utils.py	1061
ludwig/utils/h3_util.py	64
ludwig/utils/image_utils.py	70
ludwig/utils/neuropod_utils.py	314
ludwig/utils/math_utils.py	62
ludwig/utils/horovod_utils.py	7
ludwig/utils/strings_utils.py	994
ludwig/utils/print_utils.py	34
ludwig/utils/html_utils.py	53
ludwig/utils/nlp_utils.py	142
ludwig/utils/__init__.py	1
ludwig/utils/time_utils.py	61
ludwig/utils/algorithms_utils.py	48
ludwig/utils/misc_utils.py	138
ludwig/utils/audio_utils.py	170
ludwig/utils/data_utils.py	324
ludwig/utils/metrics_utils.py	212
ludwig/utils/defaults.py	179
ludwig/utils/batcher.py	165
ludwig/utils/tf_utils.py	90
ludwig/models/__init__.py	1
ludwig/models/ecd.py	247
ludwig/models/trainer.py	1254
ludwig/visualize.py	2232
ludwig/api.py	617
ludwig/experiment.py	634
ludwig/cli.py	74
ludwig/encoders/set_encoders.py	65
ludwig/encoders/binary_encoders.py	13
ludwig/encoders/category_encoders.py	68
ludwig/encoders/image_encoders.py	166
ludwig/encoders/h3_encoders.py	321
ludwig/encoders/generic_encoders.py	51
ludwig/encoders/sequence_encoders.py	941
ludwig/encoders/__init__.py	1
ludwig/encoders/date_encoders.py	293
ludwig/encoders/text_encoders.py	751
ludwig/encoders/bag_encoders.py	65
ludwig/train.py	568
ludwig/decoders/sequence_decoders.py	571
ludwig/decoders/__init__.py	1
ludwig/decoders/generic_decoders.py	117
ludwig/modules/recurrent_modules.py	75
ludwig/modules/metric_modules.py	303
ludwig/modules/optimization_modules.py	60
ludwig/modules/attention_modules.py	23
ludwig/modules/__init__.py	1
ludwig/modules/initializer_modules.py	42
ludwig/modules/loss_modules.py	301
ludwig/modules/embedding_modules.py	286
ludwig/modules/convolutional_modules.py	921
ludwig/modules/fully_connected_modules.py	125
ludwig/modules/reduction_modules.py	73
ludwig/data/dataset_synthesizer.py	319
ludwig/data/concatenate_datasets.py	58
ludwig/data/__init__.py	1
ludwig/data/dataset.py	40
ludwig/data/split_dataset.py	42
ludwig/data/preprocessing.py	880
ludwig/data/postprocessing.py	93
ludwig/hyperopt/execution.py	709
ludwig/hyperopt/__init__.py	1
ludwig/hyperopt/utils.py	29
ludwig/hyperopt/sampling.py	180
setup.py	55
examples/mnist/simple_model_training.py	17
examples/mnist/advanced_model_training.py	53
examples/mnist/assess_model_performance.py	18
examples/mnist/prepare_mnist_data_for_ludwig.py	11
examples/kfold_cv/prepare_classification_data_set.py	60
examples/kfold_cv/display_kfold_cv_results.py	25
examples/titanic/simple_model_training.py	13
examples/titanic/multiple_model_training.py	28