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unit: def prepare()
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unit: def prepare()
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unit: def prepare()
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unit: def prepare()
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unit: def prepare()
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unit: def prepare()
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unit: def prepare()
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unit: def prepare()
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unit: def prepare()
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unit: def prepare()
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unit: def prepare()
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unit: def prepare()
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unit: def prepare()
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unit: def prepare()
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id: 25
unit: def prepare()
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id: 26
unit: def prepare_for_metric()
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id: 27
unit: def prepare()
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id: 28
unit: def rank_score()
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id: 29
unit: def prepare()
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id: 30
unit: def prepare()
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id: 31
unit: def prepare()
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id: 32
unit: def get_notebook()
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id: 33
unit: def prepare()
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id: 34
unit: def prepare()
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id: 35
unit: def download_kernels()
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id: 36
unit: def prepare()
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id: 37
unit: def prepare()
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id: 38
unit: def prepare()
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id: 39
unit: def prepare()
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id: 40
unit: def prepare()
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id: 41
unit: def prepare()
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id: 42
unit: def prepare()
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id: 43
unit: def process_submission()
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id: 44
unit: def prepare()
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id: 45
unit: def grade_row()
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id: 46
unit: def prepare()
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id: 47
unit: def prepare()
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id: 48
unit: def score_page()
file: mlebench/competitions/kuzushiji-recognition/kuzushiji_metric.py
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id: 49
unit: def prepare()
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id: 50
unit: def prepare()
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id: 51
unit: def prepare()
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id: 52
unit: def prepare()
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id: 53
unit: def prepare()
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id: 54
unit: def prepare()
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id: 55
unit: def grade()
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id: 56
unit: def prepare()
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id: 57
unit: def prepare()
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id: 58
unit: def prepare()
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id: 59
unit: def prepare()
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id: 60
unit: def prepare()
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id: 61
unit: def calculate_map()
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id: 62
unit: def recall_precision()
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id: 63
unit: def prepare()
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id: 64
unit: def prepare()
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id: 65
unit: def prepare()
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id: 66
unit: def prepare()
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id: 67
unit: def prepare_for_metric()
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id: 68
unit: def prepare()
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id: 69
unit: def grade()
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id: 70
unit: def grade()
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id: 71
unit: def prepare()
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id: 72
unit: def iou_metric()
file: mlebench/competitions/tgs-salt-identification-challenge/grade.py
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id: 73
unit: def __init__()
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id: 74
unit: def prepare()
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id: 75
unit: def grade_csv()
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id: 76
unit: def grade()
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id: 77
unit: def prepare()
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id: 78
unit: def prepare()
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id: 79
unit: def prepare_for_metric()
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number of parameters: 2

id: 80
unit: def prepare()
file: mlebench/competitions/bms-molecular-translation/prepare.py
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id: 81
unit: def grade()
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id: 82
unit: def parse_row()
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id: 83
unit: def prepare()
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id: 84
unit: def prepare()
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id: 85
unit: def prepare()
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id: 86
unit: def prepare()
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id: 87
unit: def calculate_ground_bbox_coords()
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id: 88
unit: def prepare()
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id: 89
unit: def prepare()
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id: 90
unit: def prepare()
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id: 91
unit: def get_competition()
file: mlebench/registry.py
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id: 92
unit: def prepare_for_metric()
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id: 93
unit: def prepare()
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id: 94
unit: def grade()
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id: 95
unit: def grade()
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id: 96
unit: def prepare()
file: mlebench/competitions/AI4Code/prepare.py
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id: 97
unit: def grade()
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id: 98
unit: def get_agent()
file: agents/registry.py
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id: 99
unit: def prepare_for_metric()
file: mlebench/competitions/jigsaw-toxic-comment-classification-challenge/grade.py
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id: 100
unit: def is_dataset_prepared()
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id: 101
unit: def prepare()
file: mlebench/competitions/dog-breed-identification/prepare.py
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size: 26 LOC
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id: 102
unit: def prepare()
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id: 103
unit: def grade()
file: mlebench/competitions/plant-pathology-2020-fgvc7/grade.py
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size: 26 LOC
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number of parameters: 2

id: 104
unit: def extract_from_container_sysbox()
file: environment/utils.py
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size: 26 LOC
McCabe index: 7
number of parameters: 3

id: 105
unit: def prepare()
file: mlebench/competitions/new-york-city-taxi-fare-prediction/prepare.py
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id: 106
unit: def prepare_for_metric()
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id: 107
unit: def prepare_for_metric()
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id: 108
unit: def ensure_leaderboard_exists()
file: mlebench/data.py
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size: 23 LOC
McCabe index: 5
number of parameters: 2

id: 109
unit: def prepare_for_metric()
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size: 23 LOC
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id: 110
unit: def prepare_for_metric()
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size: 23 LOC
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id: 111
unit: def prepare()
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id: 112
unit: def __gen_predictions()
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McCabe index: 3
number of parameters: 3

id: 113
unit: def prepare()
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size: 23 LOC
McCabe index: 3
number of parameters: 3

id: 114
unit: def alaska_weighted_auc()
file: mlebench/competitions/alaska2-image-steganalysis/grade.py
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size: 23 LOC
McCabe index: 7
number of parameters: 2

id: 115
unit: def prepare_for_metric()
file: mlebench/competitions/petfinder-pawpularity-score/grade.py
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size: 22 LOC
McCabe index: 5
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id: 116
unit: def prepare()
file: mlebench/competitions/jigsaw-unintended-bias-in-toxicity-classification/prepare.py
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McCabe index: 2
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id: 117
unit: def compress()
file: mlebench/utils.py
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size: 22 LOC
McCabe index: 8
number of parameters: 3

id: 118
unit: def process_competition()
file: experiments/familiarity/familiarity.py
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size: 22 LOC
McCabe index: 2
number of parameters: 1

id: 119
unit: def from_dict()
file: mlebench/grade_helpers.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 2
number of parameters: 2

id: 120
unit: def from_dict()
file: mlebench/registry.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 2
number of parameters: 1

id: 121
unit: def create_train_test_split()
file: mlebench/competitions/AI4Code/prepare.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 7
number of parameters: 2

id: 122
unit: def prepare()
file: mlebench/competitions/spooky-author-identification/prepare.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 1
number of parameters: 3

id: 123
unit: def pfbeta()
file: mlebench/competitions/rsna-breast-cancer-detection/grade.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 5
number of parameters: 3

id: 124
unit: def evaluate()
file: mlebench/competitions/vinbigdata-chest-xray-abnormalities-detection/grade.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 3
number of parameters: 3

id: 125
unit: def prepare_for_metric()
file: mlebench/competitions/ventilator-pressure-prediction/grade.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 6
number of parameters: 2

id: 126
unit: def group_masks_by_day()
file: mlebench/competitions/uw-madison-gi-tract-image-segmentation/grade.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 8
number of parameters: 2

id: 127
unit: def hausdorff_distance()
file: mlebench/competitions/uw-madison-gi-tract-image-segmentation/grade.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 13
number of parameters: 2

id: 128
unit: def prepare_for_metric()
file: mlebench/competitions/hms-harmful-brain-activity-classification/grade.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 8
number of parameters: 2

id: 129
unit: def prepare_for_metric()
file: mlebench/competitions/hotel-id-2021-fgvc8/grade.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 5
number of parameters: 2

id: 130
unit: def grade()
file: mlebench/competitions/paddy-disease-classification/grade.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 4
number of parameters: 2

id: 131
unit: def __gen_annotations()
file: mlebench/competitions/vinbigdata-chest-xray-abnormalities-detection/grade.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 3
number of parameters: 3

id: 132
unit: def rle_decode()
file: mlebench/competitions/utils.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 7
number of parameters: 3

id: 133
unit: def prepare_for_metric()
file: mlebench/competitions/alaska2-image-steganalysis/grade.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 8
number of parameters: 2

id: 134
unit: def get_per_comp_performance()
file: experiments/familiarity/familiarity.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 10
number of parameters: 1

id: 135
unit: def to_dict()
file: mlebench/grade_helpers.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 2
number of parameters: 1

id: 136
unit: def grade()
file: mlebench/competitions/ranzcr-clip-catheter-line-classification/grade.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 4
number of parameters: 2

id: 137
unit: def prepare_for_metric()
file: mlebench/competitions/h-and-m-personalized-fashion-recommendations/grade.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 3
number of parameters: 2

id: 138
unit: def prepare_for_grading()
file: mlebench/competitions/predict-volcanic-eruptions-ingv-oe/grade.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 4
number of parameters: 3

id: 139
unit: def prepare_for_metric()
file: mlebench/competitions/freesound-audio-tagging-2019/grade.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 6
number of parameters: 2

id: 140
unit: def kuzushiji_f1()
file: mlebench/competitions/kuzushiji-recognition/kuzushiji_metric.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 9
number of parameters: 2

id: 141
unit: def prepare()
file: mlebench/competitions/playground-series-s3e18/prepare.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 2
number of parameters: 3

id: 142
unit: def prepare_for_metric()
file: mlebench/competitions/playground-series-s3e18/grade.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 8
number of parameters: 2

id: 143
unit: def prepare()
file: mlebench/competitions/tweet-sentiment-extraction/prepare.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 1
number of parameters: 3

id: 144
unit: def aggregate_reports()
file: mlebench/grade.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 8
number of parameters: 1

id: 145
unit: def prepare_for_metric()
file: mlebench/competitions/plant-seedlings-classification/grade.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 6
number of parameters: 2

id: 146
unit: def prepare_for_grading()
file: mlebench/competitions/champs-scalar-coupling/grade.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 4
number of parameters: 3

id: 147
unit: def prepare_for_metric()
file: mlebench/competitions/rsna-breast-cancer-detection/grade.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 5
number of parameters: 2

id: 148
unit: def prepare_for_metric()
file: mlebench/competitions/whale-categorization-playground/grade.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 4
number of parameters: 2

id: 149
unit: def prepare_for_metric()
file: mlebench/competitions/billion-word-imputation/grade.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 5
number of parameters: 2

id: 150
unit: def validate_submission()
file: mlebench/grade.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 5
number of parameters: 2

id: 151
unit: def __call__()
file: mlebench/grade_helpers.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 4
number of parameters: 3

id: 152
unit: def kendall_tau()
file: mlebench/competitions/AI4Code/grade.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 5
number of parameters: 2

id: 153
unit: def get_date()
file: mlebench/competitions/smartphone-decimeter-2022/prepare.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 4
number of parameters: 1

id: 154
unit: def prepare_for_metric()
file: mlebench/competitions/vinbigdata-chest-xray-abnormalities-detection/grade.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 6
number of parameters: 2

id: 155
unit: def get_gpu_generation()
file: agents/opendevin/utils.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 5
number of parameters: 0

id: 156
unit: def from_dict()
file: agents/registry.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 2
number of parameters: 1

id: 157
unit: def grade()
file: mlebench/competitions/siim-covid19-detection/grade.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 6
number of parameters: 2

id: 158
unit: def prepare_for_grading()
file: mlebench/competitions/aptos2019-blindness-detection/grade.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 5
number of parameters: 3

id: 159
unit: def prepare_for_metric()
file: mlebench/competitions/herbarium-2021-fgvc8/grade.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 8
number of parameters: 2

id: 160
unit: def prepare_for_metric()
file: mlebench/competitions/spooky-author-identification/grade.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 5
number of parameters: 2

id: 161
unit: def prepare_for_metric()
file: mlebench/competitions/herbarium-2020-fgvc7/grade.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 8
number of parameters: 2

id: 162
unit: def to_df()
file: mlebench/competitions/denoising-dirty-documents/prepare.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 3
number of parameters: 1

id: 163
unit: def prepare_for_metric()
file: mlebench/competitions/inaturalist-2019-fgvc6/grade.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 9
number of parameters: 2

id: 164
unit: def prepare_for_metric()
file: mlebench/competitions/bms-molecular-translation/grade.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 5
number of parameters: 2

id: 165
unit: def __gen_categories()
file: mlebench/competitions/vinbigdata-chest-xray-abnormalities-detection/grade.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 3
number of parameters: 2

id: 166
unit: def grade()
file: mlebench/competitions/jigsaw-unintended-bias-in-toxicity-classification/grade.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 1
number of parameters: 0

id: 167
unit: def prepare_for_metric()
file: mlebench/competitions/uw-madison-gi-tract-image-segmentation/grade.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 2
number of parameters: 2

id: 168
unit: def process_dolos_report()
file: extras/plagiarism_detector/analyze.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 6
number of parameters: 2

id: 169
unit: def get_checksum()
file: mlebench/data.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 3
number of parameters: 1

id: 170
unit: def __post_init__()
file: mlebench/registry.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 1
number of parameters: 1

id: 171
unit: def safe_call_score()
file: mlebench/competitions/hms-harmful-brain-activity-classification/kaggle_metric_utilities.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 5
number of parameters: 4

id: 172
unit: def prepare()
file: mlebench/competitions/us-patent-phrase-to-phrase-matching/prepare.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 2
number of parameters: 3

id: 173
unit: def ECEF_to_BLH()
file: mlebench/competitions/smartphone-decimeter-2022/notebook.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 1
number of parameters: 1

id: 174
unit: def prepare()
file: mlebench/competitions/chaii-hindi-and-tamil-question-answering/prepare.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 1
number of parameters: 3

id: 175
unit: def prepare_for_metric()
file: mlebench/competitions/us-patent-phrase-to-phrase-matching/grade.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 4
number of parameters: 2

id: 176
unit: def __init__()
file: mlebench/competitions/vinbigdata-chest-xray-abnormalities-detection/grade.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 1
number of parameters: 2

id: 177
unit: def prepare_for_metric()
file: mlebench/competitions/herbarium-2022-fgvc9/grade.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 8
number of parameters: 2

id: 178
unit: def insert_thresholds()
file: mlebench/competitions/alaska2-image-steganalysis/grade.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 5
number of parameters: 3

id: 179
unit: def authenticate_kaggle_api()
file: mlebench/utils.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 3
number of parameters: 0

id: 180
unit: def extract_from_container()
file: environment/utils.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 4
number of parameters: 3

id: 181
unit: def _read_content()
file: extras/rule_violation_detector/analyze.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 4
number of parameters: 1

id: 182
unit: def clean_up()
file: agents/run.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 3
number of parameters: 3

id: 183
unit: def file_cache()
file: mlebench/data.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 5
number of parameters: 1

id: 184
unit: def filter_and_write_file()
file: mlebench/competitions/mlsp-2013-birds/prepare.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 5
number of parameters: 4

id: 185
unit: def get_prob()
file: experiments/familiarity/familiarity.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 2
number of parameters: 3

id: 186
unit: def ipynb_to_py()
file: extras/kernels/download_kernels.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 3
number of parameters: 2

id: 187
unit: def __post_init__()
file: agents/registry.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 1

id: 188
unit: def average_precision_at_k()
file: mlebench/metrics.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 6
number of parameters: 3

id: 189
unit: def angular_dist_score()
file: mlebench/competitions/icecube-neutrinos-in-deep-ice/grade.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 4
number of parameters: 4

id: 190
unit: def pandas_haversine_distance()
file: mlebench/competitions/smartphone-decimeter-2022/notebook.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 1
number of parameters: 2

id: 191
unit: def prepare_for_metric()
file: mlebench/competitions/new-york-city-taxi-fare-prediction/grade.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 3
number of parameters: 2

id: 192
unit: def verify_directory_sync()
file: mlebench/competitions/uw-madison-gi-tract-image-segmentation/prepare.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 3

id: 193
unit: def read_jsonl()
file: mlebench/utils.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 7
number of parameters: 2

id: 194
unit: def get_openai_client()
file: extras/rule_violation_detector/analyze.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 2
number of parameters: 0

id: 195
unit: def execute_agent()
file: agents/run.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 6
number of parameters: 3

id: 196
unit: def verify_valid_probabilities()
file: mlebench/competitions/hms-harmful-brain-activity-classification/kaggle_metric_utilities.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 5
number of parameters: 2

id: 197
unit: def grade()
file: mlebench/competitions/vesuvius-challenge-ink-detection/grade.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 3
number of parameters: 2

id: 198
unit: def grade()
file: mlebench/competitions/nomad2018-predict-transparent-conductors/grade.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 1
number of parameters: 2

id: 199
unit: def custom_comp_weighted_loss()
file: mlebench/competitions/rsna-2022-cervical-spine-fracture-detection/grade.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 4
number of parameters: 2

id: 200
unit: def get_diff()
file: mlebench/utils.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 1
number of parameters: 4

id: 201
unit: def download_kernel_references()
file: extras/kernels/download_kernel_references.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 2

id: 202
unit: def serialize()
file: mlebench/competitions/3d-object-detection-for-autonomous-vehicles/mAP_evaluation.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 1

id: 203
unit: def create_dataframe_from_directory()
file: mlebench/competitions/plant-seedlings-classification/prepare.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 7
number of parameters: 1

id: 204
unit: def grade()
file: mlebench/competitions/hubmap-kidney-segmentation/grade.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 2

id: 205
unit: def grade()
file: mlebench/competitions/champs-scalar-coupling/grade.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 2

id: 206
unit: def __gen_images()
file: mlebench/competitions/vinbigdata-chest-xray-abnormalities-detection/grade.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 2

id: 207
unit: def rle_encode()
file: mlebench/competitions/utils.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 3
number of parameters: 2

id: 208
unit: def get_python()
file: agents/opendevin/start.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 4
number of parameters: 1

id: 209
unit: def save_output()
file: agents/run.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 4
number of parameters: 3

id: 210
unit: def run_in_container()
file: agents/run.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 211
unit: def parse_env_var_values()
file: agents/utils.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 4
number of parameters: 1

id: 212
unit: def process_sample()
file: mlebench/competitions/3d-object-detection-for-autonomous-vehicles/grade.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 2

id: 213
unit: def calculate_overall_lwlrap_sklearn()
file: mlebench/competitions/freesound-audio-tagging-2019/grade.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 2

id: 214
unit: def add_to_tar()
file: mlebench/competitions/inaturalist-2019-fgvc6/prepare.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 4
number of parameters: 2

id: 215
unit: def prepare()
file: mlebench/competitions/spaceship-titanic/prepare.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 3

id: 216
unit: def unmelt_df()
file: mlebench/competitions/rsna-2022-cervical-spine-fracture-detection/grade.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 3

id: 217
unit: def get_ids_from_tf_records()
file: mlebench/competitions/utils.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 2

id: 218
unit: def parse_container_config()
file: environment/utils.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 6
number of parameters: 1

id: 219
unit: def validate()
file: environment/grading_server.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 0

id: 220
unit: def get_env_var()
file: agents/utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 1

id: 221
unit: def is_valid_prepare_fn()
file: mlebench/data.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 1

id: 222
unit: def download_file()
file: mlebench/competitions/freesound-audio-tagging-2019/prepare.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 2

id: 223
unit: def grade()
file: mlebench/competitions/text-normalization-challenge-english-language/grade.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 2

id: 224
unit: def grade()
file: mlebench/competitions/text-normalization-challenge-russian-language/grade.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 2

id: 225
unit: def is_one_hot_encoded()
file: mlebench/competitions/utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 1

id: 226
unit: def grade()
file: mlebench/competitions/random-acts-of-pizza/grade.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 2

id: 227
unit: def load_yaml()
file: mlebench/utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 228
unit: def read_csv()
file: mlebench/utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 229
unit: def create_competition_container()
file: environment/utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 230
unit: def get_leaderboard()
file: mlebench/data.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 231
unit: def score()
file: mlebench/competitions/hms-harmful-brain-activity-classification/kullback_leibler_divergence.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 232
unit: def get_ap()
file: mlebench/competitions/3d-object-detection-for-autonomous-vehicles/mAP_evaluation.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 2

id: 233
unit: def grade()
file: mlebench/competitions/predict-volcanic-eruptions-ingv-oe/grade.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 2

id: 234
unit: def iou_metric_batch()
file: mlebench/competitions/tgs-salt-identification-challenge/grade.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 235
unit: def generate_run_id()
file: mlebench/utils.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 3

id: 236
unit: def get_logger()
file: mlebench/utils.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 3

id: 237
unit: def get_comp_metadata()
file: experiments/familiarity/familiarity.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 1

id: 238
unit: def reconcile_args()
file: environment/utils.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 2

id: 239
unit: def download_and_prepare_dataset()
file: mlebench/data.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 240
unit: def _prompt_user_to_accept_rules()
file: mlebench/data.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 241
unit: def kl_divergence()
file: mlebench/competitions/hms-harmful-brain-activity-classification/kullback_leibler_divergence.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 242
unit: def grade()
file: mlebench/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/grade.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 243
unit: def haversine_distance()
file: mlebench/competitions/smartphone-decimeter-2022/notebook.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 244
unit: def grade()
file: mlebench/competitions/cassava-leaf-disease-classification/grade.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 245
unit: def binarize_sentences()
file: mlebench/competitions/chaii-hindi-and-tamil-question-answering/grade.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 246
unit: def count_lines_in_file()
file: mlebench/competitions/billion-word-imputation/prepare.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 247
unit: def load_answers()
file: mlebench/utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 248
unit: def get_module_dir()
file: mlebench/utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 249
unit: def main()
file: experiments/make_submission.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 250
unit: def run_plagiarism_detector()
file: extras/plagiarism_detector/analyze.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 251
unit: def __init__()
file: mlebench/grade_helpers.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 252
unit: def is_lower_better()
file: mlebench/grade_helpers.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 253
unit: def download_dataset()
file: mlebench/data.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 254
unit: def get_lite_competition_ids()
file: mlebench/registry.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 255
unit: def grade()
file: mlebench/competitions/h-and-m-personalized-fashion-recommendations/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 256
unit: def get_iou()
file: mlebench/competitions/3d-object-detection-for-autonomous-vehicles/mAP_evaluation.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 257
unit: def group_by_key()
file: mlebench/competitions/3d-object-detection-for-autonomous-vehicles/mAP_evaluation.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 258
unit: def wrap_in_box()
file: mlebench/competitions/3d-object-detection-for-autonomous-vehicles/mAP_evaluation.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 1

id: 259
unit: def grade()
file: mlebench/competitions/aptos2019-blindness-detection/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 260
unit: def grade()
file: mlebench/competitions/cdiscount-image-classification-challenge/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 261
unit: def grade()
file: mlebench/competitions/seti-breakthrough-listen/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 262
unit: def grade()
file: mlebench/competitions/tensorflow-speech-recognition-challenge/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 263
unit: def copy()
file: mlebench/competitions/paddy-disease-classification/prepare.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 264
unit: def grade()
file: mlebench/competitions/learning-agency-lab-automated-essay-scoring-2/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 265
unit: def grade()
file: mlebench/competitions/detecting-insults-in-social-commentary/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 266
unit: def grade()
file: mlebench/competitions/iwildcam-2020-fgvc7/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 267
unit: def prepare_for_metric()
file: mlebench/competitions/iwildcam-2019-fgvc6/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 268
unit: def grade()
file: mlebench/competitions/ml2021spring-hw2/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 269
unit: def grade()
file: mlebench/competitions/mlsp-2013-birds/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 270
unit: def grade()
file: mlebench/competitions/aerial-cactus-identification/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 271
unit: def prepare_for_metric()
file: mlebench/competitions/text-normalization-challenge-english-language/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 272
unit: def grade()
file: mlebench/competitions/siim-isic-melanoma-classification/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 273
unit: def grade()
file: mlebench/competitions/tabular-playground-series-dec-2021/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 274
unit: def prepare_for_metric()
file: mlebench/competitions/text-normalization-challenge-russian-language/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 275
unit: def grade()
file: mlebench/competitions/histopathologic-cancer-detection/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 276
unit: def jaccard()
file: mlebench/competitions/tweet-sentiment-extraction/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 277
unit: def grade()
file: mlebench/competitions/spaceship-titanic/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 278
unit: def grade()
file: mlebench/competitions/vinbigdata-chest-xray-abnormalities-detection/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 279
unit: def binary_log_loss()
file: mlebench/competitions/rsna-2022-cervical-spine-fracture-detection/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 2

id: 280
unit: def grade()
file: mlebench/competitions/whale-categorization-playground/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 281
unit: def one_hot_dfs_to_log_loss_inputs()
file: mlebench/competitions/utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 282
unit: def prepare_for_accuracy_metric()
file: mlebench/competitions/utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 283
unit: def grade()
file: mlebench/competitions/ventilator-pressure-prediction/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 284
unit: def grade()
file: mlebench/competitions/invasive-species-monitoring/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 285
unit: def grade()
file: mlebench/competitions/the-icml-2013-whale-challenge-right-whale-redux/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 286
unit: def grade()
file: mlebench/competitions/movie-review-sentiment-analysis-kernels-only/grade.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 287
unit: def import_fn()
file: mlebench/utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 288
unit: def extract_text_from_div()
file: experiments/familiarity/get_discussion_posts.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 289
unit: def run_validation()
file: environment/grading_server.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 290
unit: def get_binary_column_means()
file: extras/rule_violation_detector/analyze.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 1

id: 291
unit: def generate_checksums()
file: mlebench/data.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 292
unit: def list_competition_ids()
file: mlebench/registry.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 293
unit: def grade()
file: mlebench/competitions/petfinder-pawpularity-score/grade.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 294
unit: def grade()
file: mlebench/competitions/hms-harmful-brain-activity-classification/grade.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 295
unit: def get_ground_bbox_coords()
file: mlebench/competitions/3d-object-detection-for-autonomous-vehicles/mAP_evaluation.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 296
unit: def get_height_intersection()
file: mlebench/competitions/3d-object-detection-for-autonomous-vehicles/mAP_evaluation.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 297
unit: def get_area_intersection()
file: mlebench/competitions/3d-object-detection-for-autonomous-vehicles/mAP_evaluation.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 298
unit: def get_intersection()
file: mlebench/competitions/3d-object-detection-for-autonomous-vehicles/mAP_evaluation.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 299
unit: def get_envelope()
file: mlebench/competitions/3d-object-detection-for-autonomous-vehicles/mAP_evaluation.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 300
unit: def grade()
file: mlebench/competitions/icecube-neutrinos-in-deep-ice/grade.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 301
unit: def final_edit_distance()
file: mlebench/competitions/multi-modal-gesture-recognition/grade.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 302
unit: def calc_score()
file: mlebench/competitions/smartphone-decimeter-2022/notebook.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 303
unit: def grade()
file: mlebench/competitions/dogs-vs-cats-redux-kernels-edition/grade.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 304
unit: def grade()
file: mlebench/competitions/statoil-iceberg-classifier-challenge/grade.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 305
unit: def grade()
file: mlebench/competitions/inaturalist-2019-fgvc6/grade.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 306
unit: def extract_string()
file: mlebench/competitions/tensorflow2-question-answering/prepare.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 307
unit: def grade()
file: mlebench/competitions/rsna-breast-cancer-detection/grade.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 308
unit: def __decode_prediction_string()
file: mlebench/competitions/vinbigdata-chest-xray-abnormalities-detection/grade.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 309
unit: def remove_random_word()
file: mlebench/competitions/billion-word-imputation/prepare.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 310
unit: def grade()
file: mlebench/competitions/billion-word-imputation/grade.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 311
unit: def grade_jsonl()
file: mlebench/grade.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 312
unit: def create_run_dir()
file: mlebench/utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 313
unit: def is_empty()
file: mlebench/utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 314
unit: def get_path_to_callable()
file: mlebench/utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 315
unit: def create_prepared_dir()
file: mlebench/data.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 316
unit: def is_api_exception()
file: mlebench/data.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 317
unit: def grade()
file: mlebench/competitions/leaf-classification/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 318
unit: def grade()
file: mlebench/competitions/hotel-id-2021-fgvc8/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 319
unit: def grade()
file: mlebench/competitions/AI4Code/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 320
unit: def grade()
file: mlebench/competitions/dog-breed-identification/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 321
unit: def grade()
file: mlebench/competitions/us-patent-phrase-to-phrase-matching/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 322
unit: def grade()
file: mlebench/competitions/herbarium-2021-fgvc8/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 323
unit: def grade()
file: mlebench/competitions/multi-modal-gesture-recognition/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 324
unit: def from_numpy()
file: mlebench/competitions/smartphone-decimeter-2022/notebook.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 325
unit: def grade()
file: mlebench/competitions/spooky-author-identification/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 326
unit: def copy_dir()
file: mlebench/competitions/osic-pulmonary-fibrosis-progression/prepare.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 327
unit: def grade()
file: mlebench/competitions/osic-pulmonary-fibrosis-progression/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 328
unit: def grade()
file: mlebench/competitions/herbarium-2020-fgvc7/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 329
unit: def grade()
file: mlebench/competitions/imet-2020-fgvc7/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 330
unit: def grade()
file: mlebench/competitions/plant-seedlings-classification/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 331
unit: def grade()
file: mlebench/competitions/iwildcam-2019-fgvc6/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 332
unit: def grade()
file: mlebench/competitions/freesound-audio-tagging-2019/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 333
unit: def grade()
file: mlebench/competitions/kuzushiji-recognition/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 334
unit: def grade()
file: mlebench/competitions/playground-series-s3e18/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 2

id: 335
unit: def grade()
file: mlebench/competitions/jigsaw-toxic-comment-classification-challenge/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 336
unit: def log_mae()
file: mlebench/competitions/champs-scalar-coupling/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 337
unit: def make_image_subpath()
file: mlebench/competitions/bms-molecular-translation/prepare.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 338
unit: def grade()
file: mlebench/competitions/bms-molecular-translation/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 339
unit: def grade()
file: mlebench/competitions/tensorflow2-question-answering/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 340
unit: def grade()
file: mlebench/competitions/tweet-sentiment-extraction/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 341
unit: def grade()
file: mlebench/competitions/plant-pathology-2021-fgvc8/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 342
unit: def grade()
file: mlebench/competitions/facebook-recruiting-iii-keyword-extraction/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 343
unit: def grade()
file: mlebench/competitions/rsna-2022-cervical-spine-fracture-detection/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 344
unit: def grade()
file: mlebench/competitions/herbarium-2022-fgvc9/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 345
unit: def grade()
file: mlebench/competitions/new-york-city-taxi-fare-prediction/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 346
unit: def grade()
file: mlebench/competitions/lmsys-chatbot-arena/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 347
unit: def grade()
file: mlebench/competitions/chaii-hindi-and-tamil-question-answering/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 348
unit: def grade()
file: mlebench/competitions/tabular-playground-series-may-2022/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 349
unit: def grade()
file: mlebench/competitions/alaska2-image-steganalysis/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 350
unit: def compress_file_to_zip()
file: mlebench/competitions/billion-word-imputation/prepare.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 351
unit: def grade()
file: mlebench/competitions/nfl-player-contact-detection/grade.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 352
unit: def get_familiarity_score()
file: experiments/familiarity/familiarity.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 353
unit: def is_agent_submission()
file: extras/plagiarism_detector/analyze.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 354
unit: def fake_user_response_fn()
file: agents/opendevin/start.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 355
unit: def get_agents_dir()
file: agents/registry.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 356
unit: def is_env_var()
file: agents/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 357
unit: def from_dict()
file: mlebench/grade_helpers.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 358
unit: def _need_to_accept_rules()
file: mlebench/data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 359
unit: def get_last_modified()
file: mlebench/data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 360
unit: def __init__()
file: mlebench/registry.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 361
unit: def get_competitions_dir()
file: mlebench/registry.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 362
unit: def get_splits_dir()
file: mlebench/registry.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 363
unit: def get_data_dir()
file: mlebench/registry.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 364
unit: def set_data_dir()
file: mlebench/registry.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 365
unit: def mean_average_precision_at_k()
file: mlebench/metrics.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 3

id: 366
unit: def dice_coefficient()
file: mlebench/metrics.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 367
unit: def treat_as_participant_error()
file: mlebench/competitions/hms-harmful-brain-activity-classification/kaggle_metric_utilities.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 368
unit: def calculate_iou()
file: mlebench/competitions/siim-covid19-detection/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 369
unit: def parse_prediction_string()
file: mlebench/competitions/siim-covid19-detection/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 370
unit: def to_one_hot()
file: mlebench/competitions/dog-breed-identification/prepare.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 371
unit: def check_orthogonal()
file: mlebench/competitions/3d-object-detection-for-autonomous-vehicles/mAP_evaluation.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 372
unit: def __repr__()
file: mlebench/competitions/3d-object-detection-for-autonomous-vehicles/mAP_evaluation.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 373
unit: def get_ious()
file: mlebench/competitions/3d-object-detection-for-autonomous-vehicles/mAP_evaluation.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 374
unit: def get_average_precisions()
file: mlebench/competitions/3d-object-detection-for-autonomous-vehicles/mAP_evaluation.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 375
unit: def get_class_names()
file: mlebench/competitions/3d-object-detection-for-autonomous-vehicles/mAP_evaluation.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 376
unit: def to_numpy()
file: mlebench/competitions/smartphone-decimeter-2022/notebook.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 377
unit: def laplace_log_likelihood()
file: mlebench/competitions/osic-pulmonary-fibrosis-progression/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 378
unit: def prepare_for_metric()
file: mlebench/competitions/imet-2020-fgvc7/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 379
unit: def prepare_for_grading()
file: mlebench/competitions/learning-agency-lab-automated-essay-scoring-2/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 380
unit: def prepare_for_metric()
file: mlebench/competitions/nomad2018-predict-transparent-conductors/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 381
unit: def prepare_for_metric()
file: mlebench/competitions/hubmap-kidney-segmentation/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 382
unit: def prepare_for_metric()
file: mlebench/competitions/dogs-vs-cats-redux-kernels-edition/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 383
unit: def prepare_for_metric()
file: mlebench/competitions/kuzushiji-recognition/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 384
unit: def prepare_for_metric()
file: mlebench/competitions/statoil-iceberg-classifier-challenge/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 385
unit: def edit_distance_array()
file: mlebench/competitions/bms-molecular-translation/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 386
unit: def mean_jaccard()
file: mlebench/competitions/tweet-sentiment-extraction/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 387
unit: def prepare_for_metric()
file: mlebench/competitions/tweet-sentiment-extraction/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 388
unit: def prepare_for_metric()
file: mlebench/competitions/plant-pathology-2021-fgvc8/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 389
unit: def prepare_for_metric()
file: mlebench/competitions/facebook-recruiting-iii-keyword-extraction/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 390
unit: def prepare_for_metric()
file: mlebench/competitions/rsna-2022-cervical-spine-fracture-detection/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 391
unit: def df_to_one_hot()
file: mlebench/competitions/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 392
unit: def rles_to_masks()
file: mlebench/competitions/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 393
unit: def prepare_for_auroc_metric()
file: mlebench/competitions/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 394
unit: def _filter_for_subgroup()
file: mlebench/competitions/jigsaw-unintended-bias-in-toxicity-classification/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 395
unit: def _filter_for_bpsn()
file: mlebench/competitions/jigsaw-unintended-bias-in-toxicity-classification/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 396
unit: def _filter_for_bnsp()
file: mlebench/competitions/jigsaw-unintended-bias-in-toxicity-classification/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 397
unit: def _generalized_mean()
file: mlebench/competitions/jigsaw-unintended-bias-in-toxicity-classification/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 3

id: 398
unit: def prepare_for_metric()
file: mlebench/competitions/jigsaw-unintended-bias-in-toxicity-classification/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 399
unit: def prepare_for_grading()
file: mlebench/competitions/chaii-hindi-and-tamil-question-answering/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 400
unit: def prepare_for_metric()
file: mlebench/competitions/nfl-player-contact-detection/grade.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 401
unit: def purple()
file: mlebench/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 402
unit: def get_runs_dir()
file: mlebench/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 403
unit: def get_repo_dir()
file: mlebench/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 404
unit: def is_compressed()
file: mlebench/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 405
unit: def extract()
file: mlebench/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 406
unit: def in_ci()
file: mlebench/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 407
unit: def get_timestamp()
file: mlebench/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 408
unit: def health()
file: environment/grading_server.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0