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unit: def pie()
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unit: def get_available_gpus()
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unit: def get_metrics_names()
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unit: def reduce_learning_rate()
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id: 315
unit: def compare_classifiers_multiclass_multimetric_cli()
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id: 316
unit: def compare_classifiers_performance_from_prob()
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unit: def compare_classifiers_performance_changing_k()
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unit: def compare_classifiers_multiclass_multimetric()
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unit: def confidence_thresholding_2thresholds_2d()
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unit: def binary_threshold_vs_metric()
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unit: def _predict()
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unit: def test_predict()
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unit: def full_kfold_cross_validate()
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unit: def call()
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id: 332
unit: def ClippedOptimizer()
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id: 333
unit: def mean_confidence_penalty()
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unit: def embedding_matrix_on_device()
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unit: def build_feature_parameters()
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unit: def contrib_import()
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unit: def call()
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id: 382
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id: 383
unit: def save_csv()
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id: 384
unit: def override_in_memory_flag()
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id: 385
unit: def get_metrics()
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id: 386
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id: 387
unit: def evaluation()
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id: 388
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id: 389
unit: def compare_classifiers_predictions_distribution()
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id: 390
unit: def confidence_thresholding()
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id: 391
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id: 392
unit: def confidence_thresholding_2thresholds_3d()
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id: 393
unit: def roc_curves()
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id: 394
unit: def calibration_multiclass()
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id: 395
unit: def predict()
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id: 396
unit: def test()
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id: 397
unit: def kfold_cross_validate()
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id: 398
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id: 399
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unit: def test_train_online()
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id: 666
unit: def update_model_definition_with_metadata()
file: ludwig/features/audio_feature.py
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id: 667
unit: def experiment_save()
file: ludwig/contribs/comet.py
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id: 668
unit: def _log_html()
file: ludwig/contribs/comet.py
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McCabe index: 1
number of parameters: 2

id: 669
unit: def visualize_figure()
file: ludwig/contribs/wandb.py
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McCabe index: 2
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id: 670
unit: def __init__()
file: ludwig/combiners/combiners.py
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McCabe index: 1
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id: 671
unit: def get_combiner_class()
file: ludwig/combiners/combiners.py
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McCabe index: 1
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id: 672
unit: def calibration_plot()
file: ludwig/utils/visualization_utils.py
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McCabe index: 1
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id: 673
unit: def brier_plot()
file: ludwig/utils/visualization_utils.py
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McCabe index: 1
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id: 674
unit: def confusion_matrix_plot()
file: ludwig/utils/visualization_utils.py
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McCabe index: 1
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id: 675
unit: def plot_distributions()
file: ludwig/utils/visualization_utils.py
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McCabe index: 1
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id: 676
unit: def plot_distributions_difference()
file: ludwig/utils/visualization_utils.py
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McCabe index: 1
number of parameters: 0

id: 677
unit: def get_class_attributes()
file: ludwig/utils/misc_utils.py
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McCabe index: 4
number of parameters: 1

id: 678
unit: def get_num_output_padded_to_fit_input()
file: ludwig/utils/audio_utils.py
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size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 679
unit: def get_abs_path()
file: ludwig/utils/data_utils.py
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size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 680
unit: def load_csv()
file: ludwig/utils/data_utils.py
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McCabe index: 1
number of parameters: 1

id: 681
unit: def load_json()
file: ludwig/utils/data_utils.py
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McCabe index: 1
number of parameters: 1

id: 682
unit: def per_class_stats()
file: ludwig/utils/metrics_utils.py
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McCabe index: 2
number of parameters: 1

id: 683
unit: def average_precision_score()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
number of parameters: 4

id: 684
unit: def get_default_optimizer_params()
file: ludwig/utils/defaults.py
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McCabe index: 2
number of parameters: 1

id: 685
unit: def sequence_length_3D()
file: ludwig/utils/tf_utils.py
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McCabe index: 1
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id: 686
unit: def sequence_length_2D()
file: ludwig/utils/tf_utils.py
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McCabe index: 1
number of parameters: 1

id: 687
unit: def get_available_gpus_cuda_string()
file: ludwig/utils/tf_utils.py
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size: 5 LOC
McCabe index: 2
number of parameters: 0

id: 688
unit: def build_single_output()
file: ludwig/models/ecd.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 689
unit: def generate_filename_template_path()
file: ludwig/visualize.py
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size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 690
unit: def roc_curves_from_test_statistics_cli()
file: ludwig/visualize.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 691
unit: def hyperopt_report_cli()
file: ludwig/visualize.py
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McCabe index: 1
number of parameters: 0

id: 692
unit: def __init__()
file: ludwig/api.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 693
unit: def save_for_serving()
file: ludwig/api.py
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McCabe index: 5
number of parameters: 2

id: 694
unit: def call()
file: ludwig/encoders/category_encoders.py
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McCabe index: 1
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id: 695
unit: def call()
file: ludwig/encoders/category_encoders.py
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id: 696
unit: def call()
file: ludwig/encoders/h3_encoders.py
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McCabe index: 1
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id: 697
unit: def call()
file: ludwig/encoders/h3_encoders.py
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McCabe index: 1
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id: 698
unit: def call()
file: ludwig/encoders/h3_encoders.py
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McCabe index: 1
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id: 699
unit: def call()
file: ludwig/encoders/sequence_encoders.py
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McCabe index: 1
number of parameters: 0

id: 700
unit: def call()
file: ludwig/encoders/date_encoders.py
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McCabe index: 1
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id: 701
unit: def call()
file: ludwig/encoders/date_encoders.py
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McCabe index: 1
number of parameters: 0

id: 702
unit: def decoder_teacher_forcing()
file: ludwig/decoders/sequence_decoders.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 703
unit: def decoder_beam_search()
file: ludwig/decoders/sequence_decoders.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 704
unit: def decoder_greedy()
file: ludwig/decoders/sequence_decoders.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 705
unit: def call()
file: ludwig/decoders/sequence_decoders.py
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McCabe index: 1
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id: 706
unit: def call()
file: ludwig/decoders/generic_decoders.py
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McCabe index: 2
number of parameters: 3

id: 707
unit: def update_state()
file: ludwig/modules/metric_modules.py
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McCabe index: 1
number of parameters: 3

id: 708
unit: def __init__()
file: ludwig/modules/metric_modules.py
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McCabe index: 1
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id: 709
unit: def get_improved_fun()
file: ludwig/modules/metric_modules.py
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McCabe index: 2
number of parameters: 1

id: 710
unit: def get_initial_validation_value()
file: ludwig/modules/metric_modules.py
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McCabe index: 2
number of parameters: 1

id: 711
unit: def get_best_function()
file: ludwig/modules/metric_modules.py
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McCabe index: 2
number of parameters: 1

id: 712
unit: def __init__()
file: ludwig/modules/loss_modules.py
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McCabe index: 1
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id: 713
unit: def __init__()
file: ludwig/modules/loss_modules.py
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McCabe index: 1
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id: 714
unit: def call()
file: ludwig/modules/convolutional_modules.py
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McCabe index: 2
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id: 715
unit: def call()
file: ludwig/modules/convolutional_modules.py
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McCabe index: 2
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id: 716
unit: def call()
file: ludwig/modules/convolutional_modules.py
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McCabe index: 2
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id: 717
unit: def call()
file: ludwig/modules/convolutional_modules.py
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McCabe index: 2
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id: 718
unit: def call()
file: ludwig/modules/convolutional_modules.py
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McCabe index: 2
number of parameters: 4

id: 719
unit: def call()
file: ludwig/modules/fully_connected_modules.py
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McCabe index: 2
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id: 720
unit: def call()
file: ludwig/modules/fully_connected_modules.py
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McCabe index: 2
number of parameters: 4

id: 721
unit: def generate_string()
file: ludwig/data/dataset_synthesizer.py
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McCabe index: 2
number of parameters: 1

id: 722
unit: def build_vocab()
file: ludwig/data/dataset_synthesizer.py
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size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 723
unit: def generate_numerical()
file: ludwig/data/dataset_synthesizer.py
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McCabe index: 3
number of parameters: 1

id: 724
unit: def generate_set()
file: ludwig/data/dataset_synthesizer.py
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McCabe index: 2
number of parameters: 1

id: 725
unit: def generate_bag()
file: ludwig/data/dataset_synthesizer.py
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McCabe index: 2
number of parameters: 1

id: 726
unit: def concatenate()
file: ludwig/data/concatenate_datasets.py
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McCabe index: 1
number of parameters: 4

id: 727
unit: def build_data()
file: ludwig/data/preprocessing.py
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McCabe index: 1
number of parameters: 0

id: 728
unit: def sort_hyperopt_results()
file: ludwig/hyperopt/execution.py
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McCabe index: 1
number of parameters: 2

id: 729
unit: def int_grid_function()
file: ludwig/hyperopt/sampling.py
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McCabe index: 2
number of parameters: 4

id: 730
unit: def _get_grids()
file: ludwig/hyperopt/sampling.py
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McCabe index: 3
number of parameters: 1

id: 731
unit: def __call__()
file: ludwig/features/numerical_feature.py
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McCabe index: 1
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id: 732
unit: def update_state()
file: ludwig/features/numerical_feature.py
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McCabe index: 1
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id: 733
unit: def __call__()
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McCabe index: 1
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id: 734
unit: def update_state()
file: ludwig/features/numerical_feature.py
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McCabe index: 1
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id: 735
unit: def logits()
file: ludwig/features/numerical_feature.py
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McCabe index: 1
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id: 736
unit: def predictions()
file: ludwig/features/numerical_feature.py
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McCabe index: 1
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id: 737
unit: def __call__()
file: ludwig/features/vector_feature.py
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McCabe index: 1
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id: 738
unit: def update_state()
file: ludwig/features/vector_feature.py
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McCabe index: 1
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id: 739
unit: def __call__()
file: ludwig/features/vector_feature.py
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McCabe index: 1
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id: 740
unit: def update_state()
file: ludwig/features/vector_feature.py
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McCabe index: 1
number of parameters: 4

id: 741
unit: def get_feature_meta()
file: ludwig/features/vector_feature.py
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McCabe index: 1
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id: 742
unit: def logits()
file: ludwig/features/vector_feature.py
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McCabe index: 1
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id: 743
unit: def predictions()
file: ludwig/features/vector_feature.py
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McCabe index: 1
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id: 744
unit: def logits()
file: ludwig/features/category_feature.py
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McCabe index: 1
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id: 745
unit: def predictions()
file: ludwig/features/category_feature.py
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McCabe index: 1
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id: 746
unit: def logits()
file: ludwig/features/binary_feature.py
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McCabe index: 1
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id: 747
unit: def predictions()
file: ludwig/features/binary_feature.py
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McCabe index: 1
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id: 748
unit: def _setup_metrics()
file: ludwig/features/binary_feature.py
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McCabe index: 1
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id: 749
unit: def logits()
file: ludwig/features/set_feature.py
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McCabe index: 1
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id: 750
unit: def predictions()
file: ludwig/features/set_feature.py
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McCabe index: 1
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id: 751
unit: def call()
file: ludwig/features/bag_feature.py
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McCabe index: 1
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id: 752
unit: def get_feature_meta()
file: ludwig/features/date_feature.py
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McCabe index: 1
number of parameters: 2

id: 753
unit: def get_feature_meta()
file: ludwig/features/image_feature.py
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McCabe index: 1
number of parameters: 2

id: 754
unit: def create_input()
file: ludwig/features/base_feature.py
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McCabe index: 1
number of parameters: 1

id: 755
unit: def initialize_encoder()
file: ludwig/features/base_feature.py
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McCabe index: 1
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id: 756
unit: def create_input()
file: ludwig/features/base_feature.py
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McCabe index: 1
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id: 757
unit: def initialize_decoder()
file: ludwig/features/base_feature.py
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McCabe index: 1
number of parameters: 2

id: 758
unit: def reset_metrics()
file: ludwig/features/base_feature.py
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McCabe index: 3
number of parameters: 1

id: 759
unit: def _get_max_length_feature()
file: ludwig/features/audio_feature.py
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McCabe index: 1
number of parameters: 0

id: 760
unit: def save_prediction_outputs()
file: ludwig/predict.py
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McCabe index: 1
number of parameters: 0

id: 761
unit: def train_save()
file: ludwig/contribs/comet.py
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McCabe index: 2
number of parameters: 4

id: 762
unit: def visualize_figure()
file: ludwig/contribs/comet.py
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McCabe index: 2
number of parameters: 2

id: 763
unit: def run_server()
file: ludwig/serve.py
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McCabe index: 1
number of parameters: 3

id: 764
unit: def predictions_distribution_plot()
file: ludwig/utils/visualization_utils.py
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McCabe index: 1
number of parameters: 0

id: 765
unit: def plot_matrix()
file: ludwig/utils/visualization_utils.py
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McCabe index: 1
number of parameters: 0

id: 766
unit: def hyperopt_pair_plot()
file: ludwig/utils/visualization_utils.py
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McCabe index: 1
number of parameters: 0

id: 767
unit: def h3_octal_components()
file: ludwig/utils/h3_util.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 768
unit: def export_neuropod()
file: ludwig/utils/neuropod_utils.py
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McCabe index: 1
number of parameters: 0

id: 769
unit: def should_use_horovod()
file: ludwig/utils/horovod_utils.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 770
unit: def strip_tags()
file: ludwig/utils/html_utils.py
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McCabe index: 1
number of parameters: 1

id: 771
unit: def __enter__()
file: ludwig/utils/time_utils.py
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McCabe index: 1
number of parameters: 1

id: 772
unit: def set_random_seed()
file: ludwig/utils/misc_utils.py
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McCabe index: 1
number of parameters: 1

id: 773
unit: def _pre_emphasize_data()
file: ludwig/utils/audio_utils.py
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McCabe index: 1
number of parameters: 2

id: 774
unit: def get_non_symmetric_data()
file: ludwig/utils/audio_utils.py
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McCabe index: 1
number of parameters: 1

id: 775
unit: def save_json()
file: ludwig/utils/data_utils.py
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McCabe index: 1
number of parameters: 4

id: 776
unit: def save_array()
file: ludwig/utils/data_utils.py
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McCabe index: 2
number of parameters: 2

id: 777
unit: def split_data()
file: ludwig/utils/data_utils.py
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McCabe index: 1
number of parameters: 2

id: 778
unit: def collapse_rare_labels()
file: ludwig/utils/data_utils.py
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McCabe index: 2
number of parameters: 2

id: 779
unit: def get_path_size()
file: ludwig/utils/data_utils.py
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McCabe index: 1
number of parameters: 0

id: 780
unit: def roc_curve()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
number of parameters: 4

id: 781
unit: def precision_recall_curve()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
number of parameters: 4

id: 782
unit: def last_batch()
file: ludwig/utils/batcher.py
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McCabe index: 3
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id: 783
unit: def last_batch()
file: ludwig/utils/batcher.py
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McCabe index: 3
number of parameters: 1

id: 784
unit: def get_available_gpus_child_process()
file: ludwig/utils/tf_utils.py
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McCabe index: 2
number of parameters: 1

id: 785
unit: def get_connected_model()
file: ludwig/models/ecd.py
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McCabe index: 2
number of parameters: 3

id: 786
unit: def evaluation_step()
file: ludwig/models/ecd.py
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McCabe index: 1
number of parameters: 3

id: 787
unit: def reset_metrics()
file: ludwig/models/ecd.py
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McCabe index: 2
number of parameters: 1

id: 788
unit: def build_outputs()
file: ludwig/models/ecd.py
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McCabe index: 1
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id: 789
unit: def collect_weights()
file: ludwig/models/trainer.py
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McCabe index: 1
number of parameters: 0

id: 790
unit: def resume_weights_and_optimzier()
file: ludwig/models/trainer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 791
unit: def confusion_matrix_cli()
file: ludwig/visualize.py
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McCabe index: 1
number of parameters: 3

id: 792
unit: def frequency_vs_f1_cli()
file: ludwig/visualize.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 793
unit: def hyperopt_hiplot_cli()
file: ludwig/visualize.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 794
unit: def hyperopt_results_to_dataframe()
file: ludwig/visualize.py
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McCabe index: 1
number of parameters: 0

id: 795
unit: def __init__()
file: ludwig/cli.py
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McCabe index: 1
number of parameters: 1

id: 796
unit: def experiment()
file: ludwig/cli.py
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McCabe index: 1
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id: 797
unit: def train()
file: ludwig/cli.py
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id: 798
unit: def predict()
file: ludwig/cli.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 799
unit: def serve()
file: ludwig/cli.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 800
unit: def test()
file: ludwig/cli.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 801
unit: def visualize()
file: ludwig/cli.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 802
unit: def hyperopt()
file: ludwig/cli.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 803
unit: def collect_weights()
file: ludwig/cli.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 804
unit: def collect_activations()
file: ludwig/cli.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 805
unit: def export()
file: ludwig/cli.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 806
unit: def saved_model_predict()
file: ludwig/cli.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 807
unit: def call()
file: ludwig/encoders/set_encoders.py
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size: 4 LOC
McCabe index: 1
number of parameters: 4

id: 808
unit: def __init__()
file: ludwig/encoders/sequence_encoders.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 809
unit: def call()
file: ludwig/encoders/bag_encoders.py
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size: 4 LOC
McCabe index: 1
number of parameters: 4

id: 810
unit: def get_experiment_dir_name()
file: ludwig/train.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 811
unit: def _predictions_eval()
file: ludwig/decoders/sequence_decoders.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 812
unit: def _predictions_eval()
file: ludwig/decoders/sequence_decoders.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 813
unit: def update_state()
file: ludwig/modules/metric_modules.py
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McCabe index: 1
number of parameters: 3

id: 814
unit: def __init__()
file: ludwig/modules/metric_modules.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 815
unit: def squared_error()
file: ludwig/modules/metric_modules.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 816
unit: def generate_vector()
file: ludwig/data/dataset_synthesizer.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 817
unit: def __init__()
file: ludwig/hyperopt/execution.py
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McCabe index: 1
number of parameters: 0

id: 818
unit: def __init__()
file: ludwig/hyperopt/sampling.py
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number of parameters: 4

id: 819
unit: def update_batch()
file: ludwig/hyperopt/sampling.py
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size: 4 LOC
McCabe index: 2
number of parameters: 4

id: 820
unit: def update()
file: ludwig/hyperopt/sampling.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 821
unit: def print_model_summary()
file: ludwig/collect.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 822
unit: def set_disable_progressbar()
file: ludwig/globals.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 823
unit: def populate_defaults()
file: ludwig/features/vector_feature.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 824
unit: def populate_defaults()
file: ludwig/features/text_feature.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 825
unit: def _setup_metrics()
file: ludwig/features/set_feature.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 826
unit: def _finalize_preprocessing_parameters()
file: ludwig/features/image_feature.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 827
unit: def populate_defaults()
file: ludwig/features/image_feature.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 828
unit: def populate_defaults()
file: ludwig/features/sequence_feature.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 829
unit: def _save_config()
file: ludwig/contribs/comet.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 830
unit: def hyperopt_hiplot()
file: ludwig/utils/visualization_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 831
unit: def bitslice()
file: ludwig/utils/h3_util.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 832
unit: def h3_components()
file: ludwig/utils/h3_util.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 833
unit: def softmax()
file: ludwig/utils/math_utils.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 834
unit: def strip_accents()
file: ludwig/utils/strings_utils.py
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size: 3 LOC
McCabe index: 3
number of parameters: 1

id: 835
unit: def repr_ordered_dict()
file: ludwig/utils/print_utils.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 836
unit: def error()
file: ludwig/utils/html_utils.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 837
unit: def __init__()
file: ludwig/utils/time_utils.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 838
unit: def reset()
file: ludwig/utils/time_utils.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 839
unit: def set_default_value()
file: ludwig/utils/misc_utils.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 840
unit: def set_default_values()
file: ludwig/utils/misc_utils.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 841
unit: def load_object()
file: ludwig/utils/data_utils.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 842
unit: def save_object()
file: ludwig/utils/data_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 843
unit: def file_exists_with_diff_extension()
file: ludwig/utils/data_utils.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 844
unit: def true_negatives()
file: ludwig/utils/metrics_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 845
unit: def markedness()
file: ludwig/utils/metrics_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 846
unit: def avg_precision()
file: ludwig/utils/metrics_utils.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 847
unit: def avg_recall()
file: ludwig/utils/metrics_utils.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 848
unit: def avg_f1_score()
file: ludwig/utils/metrics_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 849
unit: def avg_fbeta_score()
file: ludwig/utils/metrics_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 850
unit: def reset()
file: ludwig/utils/batcher.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 851
unit: def shuffle()
file: ludwig/utils/batcher.py
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size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 852
unit: def reset()
file: ludwig/utils/batcher.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 853
unit: def reset()
file: ludwig/utils/batcher.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 854
unit: def _set_tf_init_params()
file: ludwig/utils/tf_utils.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 855
unit: def build_inputs()
file: ludwig/models/ecd.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 856
unit: def save_savedmodel()
file: ludwig/models/trainer.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 857
unit: def quit_training()
file: ludwig/models/trainer.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 858
unit: def load()
file: ludwig/models/trainer.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 859
unit: def _validate_output_feature_name_from_train_stats()
file: ludwig/visualize.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 860
unit: def _validate_output_feature_name_from_test_stats()
file: ludwig/visualize.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 861
unit: def compare_performance_cli()
file: ludwig/visualize.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 862
unit: def learning_curves_cli()
file: ludwig/visualize.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 863
unit: def __init__()
file: ludwig/encoders/binary_encoders.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 864
unit: def __init__()
file: ludwig/encoders/generic_encoders.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 865
unit: def __init__()
file: ludwig/modules/metric_modules.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 866
unit: def update_state()
file: ludwig/modules/metric_modules.py
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McCabe index: 1
number of parameters: 3

id: 867
unit: def __init__()
file: ludwig/modules/metric_modules.py
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McCabe index: 1
number of parameters: 2

id: 868
unit: def update_state()
file: ludwig/modules/metric_modules.py
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McCabe index: 1
number of parameters: 4

id: 869
unit: def result()
file: ludwig/modules/metric_modules.py
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McCabe index: 1
number of parameters: 1

id: 870
unit: def error()
file: ludwig/modules/metric_modules.py
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McCabe index: 1
number of parameters: 3

id: 871
unit: def absolute_error()
file: ludwig/modules/metric_modules.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 872
unit: def __init__()
file: ludwig/modules/loss_modules.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 873
unit: def build()
file: ludwig/modules/fully_connected_modules.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 874
unit: def __init__()
file: ludwig/modules/reduction_modules.py
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McCabe index: 1
number of parameters: 2

id: 875
unit: def generate_binary()
file: ludwig/data/dataset_synthesizer.py
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size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 876
unit: def load_metadata()
file: ludwig/data/preprocessing.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 877
unit: def is_progressbar_disabled()
file: ludwig/globals.py
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McCabe index: 1
number of parameters: 0

id: 878
unit: def is_on_master()
file: ludwig/globals.py
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McCabe index: 1
number of parameters: 0

id: 879
unit: def __init__()
file: ludwig/features/numerical_feature.py
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McCabe index: 1
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id: 880
unit: def __init__()
file: ludwig/features/numerical_feature.py
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McCabe index: 1
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id: 881
unit: def __init__()
file: ludwig/features/numerical_feature.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 882
unit: def __init__()
file: ludwig/features/numerical_feature.py
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McCabe index: 1
number of parameters: 2

id: 883
unit: def get_input_dtype()
file: ludwig/features/numerical_feature.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 884
unit: def get_input_shape()
file: ludwig/features/numerical_feature.py
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McCabe index: 1
number of parameters: 1

id: 885
unit: def populate_defaults()
file: ludwig/features/numerical_feature.py
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McCabe index: 1
number of parameters: 1

id: 886
unit: def get_output_dtype()
file: ludwig/features/numerical_feature.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 887
unit: def get_output_shape()
file: ludwig/features/numerical_feature.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 888
unit: def __init__()
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McCabe index: 1
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id: 889
unit: def __init__()
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McCabe index: 1
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id: 890
unit: def __init__()
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McCabe index: 1
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id: 891
unit: def __init__()
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McCabe index: 1
number of parameters: 2

id: 892
unit: def get_input_dtype()
file: ludwig/features/vector_feature.py
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McCabe index: 1
number of parameters: 1

id: 893
unit: def get_input_shape()
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McCabe index: 1
number of parameters: 1

id: 894
unit: def get_output_dtype()
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McCabe index: 1
number of parameters: 1

id: 895
unit: def get_output_shape()
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McCabe index: 1
number of parameters: 1

id: 896
unit: def get_input_dtype()
file: ludwig/features/category_feature.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 897
unit: def get_input_shape()
file: ludwig/features/category_feature.py
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McCabe index: 1
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id: 898
unit: def populate_defaults()
file: ludwig/features/category_feature.py
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McCabe index: 1
number of parameters: 1

id: 899
unit: def get_output_dtype()
file: ludwig/features/category_feature.py
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McCabe index: 1
number of parameters: 1

id: 900
unit: def get_output_shape()
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McCabe index: 1
number of parameters: 1

id: 901
unit: def get_feature_meta()
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McCabe index: 1
number of parameters: 2

id: 902
unit: def get_input_dtype()
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McCabe index: 1
number of parameters: 1

id: 903
unit: def get_input_shape()
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McCabe index: 1
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id: 904
unit: def populate_defaults()
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McCabe index: 1
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id: 905
unit: def get_output_dtype()
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McCabe index: 1
number of parameters: 1

id: 906
unit: def get_output_shape()
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McCabe index: 1
number of parameters: 1

id: 907
unit: def get_input_dtype()
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McCabe index: 1
number of parameters: 1

id: 908
unit: def get_input_shape()
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McCabe index: 1
number of parameters: 1

id: 909
unit: def __init__()
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McCabe index: 1
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id: 910
unit: def get_output_dtype()
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McCabe index: 1
number of parameters: 1

id: 911
unit: def get_output_shape()
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McCabe index: 1
number of parameters: 1

id: 912
unit: def get_input_dtype()
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McCabe index: 1
number of parameters: 1

id: 913
unit: def get_input_shape()
file: ludwig/features/set_feature.py
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McCabe index: 1
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id: 914
unit: def populate_defaults()
file: ludwig/features/set_feature.py
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McCabe index: 1
number of parameters: 1

id: 915
unit: def get_output_dtype()
file: ludwig/features/set_feature.py
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McCabe index: 1
number of parameters: 1

id: 916
unit: def get_output_shape()
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McCabe index: 1
number of parameters: 1

id: 917
unit: def get_input_dtype()
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McCabe index: 1
number of parameters: 1

id: 918
unit: def get_input_shape()
file: ludwig/features/bag_feature.py
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McCabe index: 1
number of parameters: 1

id: 919
unit: def populate_defaults()
file: ludwig/features/bag_feature.py
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McCabe index: 1
number of parameters: 1

id: 920
unit: def get_input_dtype()
file: ludwig/features/date_feature.py
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McCabe index: 1
number of parameters: 1

id: 921
unit: def get_input_shape()
file: ludwig/features/date_feature.py
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McCabe index: 1
number of parameters: 1

id: 922
unit: def populate_defaults()
file: ludwig/features/date_feature.py
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McCabe index: 1
number of parameters: 1

id: 923
unit: def get_input_dtype()
file: ludwig/features/image_feature.py
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McCabe index: 1
number of parameters: 1

id: 924
unit: def get_input_shape()
file: ludwig/features/image_feature.py
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McCabe index: 1
number of parameters: 1

id: 925
unit: def __init__()
file: ludwig/features/timeseries_feature.py
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McCabe index: 1
number of parameters: 3

id: 926
unit: def get_input_dtype()
file: ludwig/features/timeseries_feature.py
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McCabe index: 1
number of parameters: 1

id: 927
unit: def get_input_shape()
file: ludwig/features/timeseries_feature.py
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McCabe index: 1
number of parameters: 1

id: 928
unit: def get_input_dtype()
file: ludwig/features/sequence_feature.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 929
unit: def get_input_shape()
file: ludwig/features/sequence_feature.py
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McCabe index: 1
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id: 930
unit: def predictions()
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id: 931
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id: 932
unit: def get_output_shape()
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id: 933
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id: 934
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id: 935
unit: def get_input_shape()
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id: 936
unit: def populate_defaults()
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McCabe index: 1
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id: 937
unit: def encoder_registry()
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id: 938
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id: 939
unit: def get_output_shape()
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McCabe index: 1
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id: 940
unit: def metric_functions()
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McCabe index: 1
number of parameters: 1

id: 941
unit: def decoder_registry()
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McCabe index: 1
number of parameters: 1

id: 942
unit: def train_loss()
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McCabe index: 1
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id: 943
unit: def eval_loss()
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McCabe index: 1
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id: 944
unit: def default_validation_metric()
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McCabe index: 1
number of parameters: 1

id: 945
unit: def populate_defaults()
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McCabe index: 1
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id: 946
unit: def get_feature_meta()
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McCabe index: 1
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id: 947
unit: def get_input_dtype()
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id: 948
unit: def get_input_shape()
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id: 949
unit: def populate_defaults()
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id: 950
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id: 951
unit: def get_input_shape()
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id: 952
unit: def __init__()
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id: 953
unit: def _make_command_line()
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McCabe index: 1
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id: 954
unit: def h3_index_mode()
file: ludwig/utils/h3_util.py
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McCabe index: 1
number of parameters: 1

id: 955
unit: def h3_edge()
file: ludwig/utils/h3_util.py
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McCabe index: 1
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id: 956
unit: def h3_resolution()
file: ludwig/utils/h3_util.py
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McCabe index: 1
number of parameters: 1

id: 957
unit: def h3_base_cell()
file: ludwig/utils/h3_util.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 958
unit: def h3_component()
file: ludwig/utils/h3_util.py
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McCabe index: 1
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id: 959
unit: def __init__()
file: ludwig/utils/neuropod_utils.py
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McCabe index: 1
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id: 960
unit: def get_model()
file: ludwig/utils/neuropod_utils.py
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McCabe index: 1
number of parameters: 1

id: 961
unit: def has_horovodrun()
file: ludwig/utils/horovod_utils.py
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size: 2 LOC
McCabe index: 2
number of parameters: 0

id: 962
unit: def str2bool()
file: ludwig/utils/strings_utils.py
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McCabe index: 1
number of parameters: 1

id: 963
unit: def __init__()
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id: 964
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id: 965
unit: def __call__()
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id: 966
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unit: def __call__()
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id: 969
unit: def __call__()
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id: 970
unit: def __call__()
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id: 971
unit: def __call__()
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id: 972
unit: def __call__()
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unit: def __call__()
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unit: def __call__()
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unit: def __call__()
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unit: def __call__()
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unit: def __call__()
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id: 978
unit: def __call__()
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id: 979
unit: def __call__()
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id: 980
unit: def __call__()
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id: 981
unit: def __call__()
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id: 982
unit: def __call__()
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unit: def __call__()
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unit: def __call__()
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id: 985
unit: def __call__()
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unit: def __call__()
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id: 987
unit: def __call__()
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id: 988
unit: def __call__()
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unit: def __call__()
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unit: def __call__()
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unit: def __call__()
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McCabe index: 1
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unit: def __call__()
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id: 999
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id: 1000
unit: def __call__()
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McCabe index: 1
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id: 1001
unit: def handle_data()
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McCabe index: 1
number of parameters: 2

id: 1002
unit: def get_data()
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McCabe index: 1
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id: 1003
unit: def elapsed()
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id: 1004
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McCabe index: 1
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id: 1005
unit: def __init__()
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McCabe index: 1
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id: 1006
unit: def elapsed()
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McCabe index: 1
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id: 1007
unit: def elapsed_str()
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McCabe index: 1
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id: 1008
unit: def wall()
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McCabe index: 1
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id: 1009
unit: def proc()
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McCabe index: 1
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id: 1010
unit: def tic()
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McCabe index: 1
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id: 1011
unit: def toc()
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McCabe index: 1
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id: 1012
unit: def tocproc()
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McCabe index: 1
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id: 1013
unit: def timestamp()
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McCabe index: 1
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id: 1014
unit: def get_length_in_samp()
file: ludwig/utils/audio_utils.py
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McCabe index: 1
number of parameters: 2

id: 1015
unit: def _convert_hz_to_mel()
file: ludwig/utils/audio_utils.py
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McCabe index: 1
number of parameters: 1

id: 1016
unit: def _convert_mel_to_hz()
file: ludwig/utils/audio_utils.py
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McCabe index: 1
number of parameters: 1

id: 1017
unit: def get_non_symmetric_length()
file: ludwig/utils/audio_utils.py
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McCabe index: 1
number of parameters: 1

id: 1018
unit: def calculate_incr_var()
file: ludwig/utils/audio_utils.py
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McCabe index: 1
number of parameters: 4

id: 1019
unit: def calculate_incr_mean()
file: ludwig/utils/audio_utils.py
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McCabe index: 1
number of parameters: 3

id: 1020
unit: def csv_contains_column()
file: ludwig/utils/data_utils.py
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McCabe index: 1
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id: 1021
unit: def class_counts()
file: ludwig/utils/data_utils.py
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McCabe index: 1
number of parameters: 2

id: 1022
unit: def text_feature_data_field()
file: ludwig/utils/data_utils.py
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McCabe index: 1
number of parameters: 1

id: 1023
unit: def clear_data_cache()
file: ludwig/utils/data_utils.py
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McCabe index: 1
number of parameters: 0

id: 1024
unit: def label_to_idx()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
number of parameters: 2

id: 1025
unit: def true_positives()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
number of parameters: 2

id: 1026
unit: def false_positives()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
number of parameters: 2

id: 1027
unit: def false_negatives()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
number of parameters: 2

id: 1028
unit: def false_negative_rate()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
number of parameters: 2

id: 1029
unit: def false_positive_rate()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
number of parameters: 2

id: 1030
unit: def false_discovery_rate()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
number of parameters: 2

id: 1031
unit: def false_omission_rate()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
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id: 1032
unit: def precision()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
number of parameters: 2

id: 1033
unit: def recall()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
number of parameters: 2

id: 1034
unit: def f1_score()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
number of parameters: 2

id: 1035
unit: def sensitivity()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
number of parameters: 2

id: 1036
unit: def specificity()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
number of parameters: 2

id: 1037
unit: def hit_rate()
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McCabe index: 1
number of parameters: 2

id: 1038
unit: def miss_rate()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
number of parameters: 2

id: 1039
unit: def fall_out()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
number of parameters: 2

id: 1040
unit: def informedness()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
number of parameters: 2

id: 1041
unit: def token_accuracy()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
number of parameters: 1

id: 1042
unit: def kappa_score()
file: ludwig/utils/metrics_utils.py
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McCabe index: 1
number of parameters: 1

id: 1043
unit: def _get_tf_init_params()
file: ludwig/utils/tf_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1044
unit: def predict_step()
file: ludwig/models/ecd.py
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McCabe index: 1
number of parameters: 2

id: 1045
unit: def save_weights()
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McCabe index: 1
number of parameters: 2

id: 1046
unit: def restore()
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McCabe index: 1
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id: 1047
unit: def save()
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McCabe index: 1
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id: 1048
unit: def validate_conf_treshholds_and_probabilities_2d_3d()
file: ludwig/visualize.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1049
unit: def convert_to_list()
file: ludwig/visualize.py
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McCabe index: 3
number of parameters: 1

id: 1050
unit: def close()
file: ludwig/api.py
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McCabe index: 1
number of parameters: 1

id: 1051
unit: def main()
file: ludwig/cli.py
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McCabe index: 1
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id: 1052
unit: def call()
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McCabe index: 1
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id: 1053
unit: def call()
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McCabe index: 1
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id: 1054
unit: def call()
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McCabe index: 1
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id: 1055
unit: def call()
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McCabe index: 1
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id: 1056
unit: def result()
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McCabe index: 1
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McCabe index: 1
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id: 1058
unit: def update_state()
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McCabe index: 1
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id: 1059
unit: def update_state()
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McCabe index: 1
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id: 1060
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McCabe index: 1
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McCabe index: 1
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1063
unit: def __init__()
file: ludwig/modules/metric_modules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1064
unit: def __init__()
file: ludwig/modules/metric_modules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1065
unit: def perplexity()
file: ludwig/modules/metric_modules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 4
number of parameters: 1

id: 1066
unit: def call()
file: ludwig/modules/reduction_modules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1067
unit: def call()
file: ludwig/modules/reduction_modules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1068
unit: def call()
file: ludwig/modules/reduction_modules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1069
unit: def call()
file: ludwig/modules/reduction_modules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1070
unit: def call()
file: ludwig/modules/reduction_modules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1071
unit: def return_none()
file: ludwig/data/dataset_synthesizer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1072
unit: def assign_vocab()
file: ludwig/data/dataset_synthesizer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1073
unit: def generate_category()
file: ludwig/data/dataset_synthesizer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1074
unit: def get_dataset()
file: ludwig/data/dataset.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1075
unit: def set_dataset()
file: ludwig/data/dataset.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1076
unit: def get_metric_score()
file: ludwig/hyperopt/execution.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1077
unit: def init_worker()
file: ludwig/hyperopt/execution.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1078
unit: def get_build_hyperopt_executor()
file: ludwig/hyperopt/execution.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1079
unit: def _train_and_eval_on_split_unary()
file: ludwig/hyperopt/execution.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1080
unit: def category_grid_function()
file: ludwig/hyperopt/sampling.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1081
unit: def sample()
file: ludwig/hyperopt/sampling.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1082
unit: def update()
file: ludwig/hyperopt/sampling.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 4

id: 1083
unit: def finished()
file: ludwig/hyperopt/sampling.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1084
unit: def update()
file: ludwig/hyperopt/sampling.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1085
unit: def finished()
file: ludwig/hyperopt/sampling.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1086
unit: def finished()
file: ludwig/hyperopt/sampling.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1087
unit: def update()
file: ludwig/hyperopt/sampling.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1088
unit: def finished()
file: ludwig/hyperopt/sampling.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1089
unit: def get_build_hyperopt_sampler()
file: ludwig/hyperopt/sampling.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1