id: 1
unit: def get_queries()
file: datasets/loans.py
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end line: 0
size: 26 LOC
McCabe index: 13
number of parameters: 3

id: 2
unit: def get_queries()
file: datasets/toy_binary.py
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size: 26 LOC
McCabe index: 13
number of parameters: 3

id: 3
unit: def get_queries()
file: datasets/adult.py
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end line: 0
size: 26 LOC
McCabe index: 13
number of parameters: 3

id: 4
unit: def preserve_statistic()
file: statistickway_threshold.py
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end line: 0
size: 20 LOC
McCabe index: 5
number of parameters: 1

id: 5
unit: def __init__()
file: relaxed_adaptive_projection/rap.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 3
number of parameters: 3

id: 6
unit: def __log_progress()
file: relaxed_adaptive_projection/rap.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 2
number of parameters: 2

id: 7
unit: def __initialize_synthetic_dataset()
file: relaxed_adaptive_projection/rap.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 5
number of parameters: 2

id: 8
unit: def preserve_statistic()
file: statistickway.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 6
number of parameters: 1

id: 9
unit: def GDP_to_DP()
file: utils_data.py
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end line: 0
size: 18 LOC
McCabe index: 5
number of parameters: 2

id: 10
unit: def DP_to_GDP()
file: utils_data.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 5
number of parameters: 2

id: 11
unit: def jit_loss_fn()
file: utils_data.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 4
number of parameters: 3

id: 12
unit: def numeric_sparse()
file: utils_data.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 5
number of parameters: 7

id: 13
unit: def preserve_subset_statistic()
file: statistickway_threshold.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 3
number of parameters: 1

id: 14
unit: def init_D_prime()
file: utils_data.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 4
number of parameters: 5

id: 15
unit: def randomized_rounding()
file: utils_data.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 3
number of parameters: 4

id: 16
unit: def project_feats()
file: datasets/loans.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 6
number of parameters: 2

id: 17
unit: def project_feats()
file: datasets/toy_binary.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 6
number of parameters: 2

id: 18
unit: def project_feats()
file: datasets/adult.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 6
number of parameters: 2

id: 19
unit: def get_dataset()
file: datasets/loans.py
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end line: 0
size: 11 LOC
McCabe index: 4
number of parameters: 1

id: 20
unit: def randomKway()
file: datasets/loans.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 5
number of parameters: 4

id: 21
unit: def get_dataset()
file: datasets/toy_binary.py
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end line: 0
size: 11 LOC
McCabe index: 4
number of parameters: 1

id: 22
unit: def randomKway()
file: datasets/toy_binary.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 5
number of parameters: 4

id: 23
unit: def get_dataset()
file: datasets/adult.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 4
number of parameters: 1

id: 24
unit: def randomKway()
file: datasets/adult.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 5
number of parameters: 4

id: 25
unit: def gen_synthetic()
file: datasets/loans.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 2

id: 26
unit: def gen_synthetic()
file: datasets/toy_binary.py
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end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 2

id: 27
unit: def gen_synthetic()
file: datasets/adult.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 2

id: 28
unit: def get_budget_epoch_zcdp()
file: privacy_budget_tracking/zcdp_tracker.py
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end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 3

id: 29
unit: def preserve_subset_statistic()
file: statistickway.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 1

id: 30
unit: def get_budget_zcdp()
file: privacy_budget_tracking/zcdp_tracker.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 2

id: 31
unit: def gaussian_mechanism()
file: privacy_budget_tracking/zcdp_tracker.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 5

id: 32
unit: def sparsemax()
file: utils_data.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 1

id: 33
unit: def __compute_composition()
file: relaxed_adaptive_projection/rap.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 34
unit: def __init__()
file: privacy_budget_tracking/zcdp_tracker.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 35
unit: def budget_per_epoch()
file: privacy_budget_tracking/zcdp_tracker.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 36
unit: def __init__()
file: datasets/dataset.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 6

id: 37
unit: def __clip_array()
file: relaxed_adaptive_projection/rap.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 38
unit: def generate_rounded_dataset()
file: relaxed_adaptive_projection/rap.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 39
unit: def select_noisy_q()
file: privacy_budget_tracking/zcdp_tracker.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 40
unit: def generate_random_noise()
file: privacy_budget_tracking/zcdp_tracker.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 5
number of parameters: 3

id: 41
unit: def __get_update_function()
file: relaxed_adaptive_projection/rap.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 42
unit: def convert_zcdp_to_eps_delta()
file: privacy_budget_tracking/zcdp_tracker.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 43
unit: def report_noisy_max()
file: privacy_budget_tracking/zcdp_tracker.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 44
unit: def get_sensitivity()
file: statistickway.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 45
unit: def compute_sigma()
file: utils_data.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 46
unit: def get_sensitivity()
file: statistickway_threshold.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 47
unit: def update()
file: relaxed_adaptive_projection/rap.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 48
unit: def get_laplace_b_for_budget()
file: privacy_budget_tracking/zcdp_tracker.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 49
unit: def __charge_above_threshold()
file: privacy_budget_tracking/zcdp_tracker.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 50
unit: def gumbel_softmax()
file: utils_data.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 51
unit: def get_sensitivity()
file: statistic.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 52
unit: def enforce_budget()
file: privacy_budget_tracking/zcdp_tracker.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 53
unit: def convert_epsilon_to_zcdp()
file: privacy_budget_tracking/zcdp_tracker.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 54
unit: def get_gaussian_sd_for_budget()
file: privacy_budget_tracking/zcdp_tracker.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 55
unit: def get_sensitivity()
file: statistic3way.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 56
unit: def gumbel_softmax_sample()
file: utils_data.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 57
unit: def get_sensitivity()
file: statistic5way.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 58
unit: def __init__()
file: datasets/loans.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 6

id: 59
unit: def preprocess()
file: datasets/loans.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 60
unit: def postprocess()
file: datasets/loans.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 61
unit: def _get_size_domain()
file: datasets/loans.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 62
unit: def __init__()
file: datasets/toy_binary.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 6

id: 63
unit: def preprocess()
file: datasets/toy_binary.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 64
unit: def postprocess()
file: datasets/toy_binary.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 65
unit: def _get_size_domain()
file: datasets/toy_binary.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 66
unit: def get_dataset()
file: datasets/dataset.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 67
unit: def preprocess()
file: datasets/dataset.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 68
unit: def postprocess()
file: datasets/dataset.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 69
unit: def __init__()
file: datasets/adult.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 6

id: 70
unit: def preprocess()
file: datasets/adult.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 71
unit: def postprocess()
file: datasets/adult.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 72
unit: def _get_size_domain()
file: datasets/adult.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 73
unit: def __compute_initial_dataset()
file: relaxed_adaptive_projection/rap.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 74
unit: def __jit_loss_fn()
file: relaxed_adaptive_projection/rap.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 75
unit: def compute_loss_fn()
file: relaxed_adaptive_projection/rap.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 76
unit: def train()
file: relaxed_adaptive_projection/rap.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 77
unit: def preserve_statistic()
file: statistic.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 78
unit: def reset()
file: privacy_budget_tracking/zcdp_tracker.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 79
unit: def increment_epochs()
file: privacy_budget_tracking/zcdp_tracker.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 80
unit: def get_budget_used()
file: privacy_budget_tracking/zcdp_tracker.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 81
unit: def __charge_gaussian_mech()
file: privacy_budget_tracking/zcdp_tracker.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 82
unit: def __charge_report_noisy_max()
file: privacy_budget_tracking/zcdp_tracker.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 83
unit: def __filter_answered_queries()
file: privacy_budget_tracking/zcdp_tracker.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 84
unit: def __compute_rho()
file: privacy_budget_tracking/zcdp_tracker.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 85
unit: def preserve_statistic()
file: statistic3way.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 86
unit: def l2_loss_fn()
file: utils_data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 3

id: 87
unit: def project_gumbel_softmax()
file: utils_data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 4

id: 88
unit: def sparsemax_project()
file: utils_data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 89
unit: def ohe_to_categorical()
file: utils_data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 90
unit: def preserve_statistic()
file: statistic5way.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1