id: 1 unit: def german_lending_readable_values() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 97 LOC McCabe index: 1 number of parameters: 1 id: 2 unit: def FT() file: src/smclarify/bias/metrics/posttraining.py start line: 0 end line: 0 size: 40 LOC McCabe index: 20 number of parameters: 3 id: 3 unit: def model_performance_report() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 35 LOC McCabe index: 4 number of parameters: 3 id: 4 unit: def series_datatype() file: src/smclarify/bias/metrics/common.py start line: 0 end line: 0 size: 23 LOC McCabe index: 18 number of parameters: 2 id: 5 unit: def convert_positive_label_values() file: src/smclarify/bias/metrics/common.py start line: 0 end line: 0 size: 23 LOC McCabe index: 14 number of parameters: 4 id: 6 unit: def pdfs_aligned_nonzero() file: src/smclarify/util/__init__.py start line: 0 end line: 0 size: 19 LOC McCabe index: 8 number of parameters: 1 id: 7 unit: def GE() file: src/smclarify/bias/metrics/common.py start line: 0 end line: 0 size: 18 LOC McCabe index: 3 number of parameters: 3 id: 8 unit: def DPL() file: src/smclarify/bias/metrics/common.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 3 id: 9 unit: def ensure_series_data_type() file: src/smclarify/bias/metrics/common.py start line: 0 end line: 0 size: 15 LOC McCabe index: 7 number of parameters: 2 id: 10 unit: def CI() file: src/smclarify/bias/metrics/pretraining.py start line: 0 end line: 0 size: 13 LOC McCabe index: 3 number of parameters: 2 id: 11 unit: def _categorical_data_idx() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 2 id: 12 unit: def KL() file: src/smclarify/bias/metrics/pretraining.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 2 id: 13 unit: def JS() file: src/smclarify/bias/metrics/pretraining.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 2 id: 14 unit: def cache_dir() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 1 id: 15 unit: def LP_norm() file: src/smclarify/bias/metrics/pretraining.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 3 id: 16 unit: def _interval_index() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 2 id: 17 unit: def _do_report() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 18 unit: def GaussianFilter() file: src/smclarify/util/__init__.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 2 id: 19 unit: def divide() file: src/smclarify/bias/metrics/common.py start line: 0 end line: 0 size: 8 LOC McCabe index: 5 number of parameters: 2 id: 20 unit: def label_value_or_threshold() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 2 id: 21 unit: def _categorical_metric_call_wrapper() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 22 unit: def _continuous_metric_call_wrapper() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 23 unit: def bias_report() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 24 unit: def _report() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 25 unit: def __register() file: src/smclarify/bias/metrics/registry.py start line: 0 end line: 0 size: 7 LOC McCabe index: 4 number of parameters: 2 id: 26 unit: def ensure_local() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 27 unit: def changed() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 3 id: 28 unit: def metric_one_vs_all() file: src/smclarify/bias/metrics/__init__.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 4 id: 29 unit: def __init__() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 30 unit: def problem_type() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 31 unit: def fetch_metrics_to_run() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 6 LOC McCabe index: 5 number of parameters: 3 id: 32 unit: def _positive_predicted_index() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 33 unit: def bias_basic_stats() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 34 unit: def collapse_to_binary() file: src/smclarify/util/__init__.py start line: 0 end line: 0 size: 6 LOC McCabe index: 10 number of parameters: 2 id: 35 unit: def download() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 3 id: 36 unit: def run_examples() file: scripts/run_examples.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 0 id: 37 unit: def config_logging() file: scripts/run_examples.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 38 unit: def confusion_matrix() file: src/smclarify/bias/metrics/basic_stats.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 39 unit: def f1_score() file: src/smclarify/bias/metrics/basic_stats.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 3 id: 40 unit: def DPL() file: src/smclarify/bias/metrics/pretraining.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 3 id: 41 unit: def TVD() file: src/smclarify/bias/metrics/pretraining.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 42 unit: def DCA() file: src/smclarify/bias/metrics/posttraining.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 43 unit: def DCR() file: src/smclarify/bias/metrics/posttraining.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 44 unit: def RD() file: src/smclarify/bias/metrics/posttraining.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 45 unit: def SD() file: src/smclarify/bias/metrics/posttraining.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 46 unit: def DAR() file: src/smclarify/bias/metrics/posttraining.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 47 unit: def DRR() file: src/smclarify/bias/metrics/posttraining.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 48 unit: def AD() file: src/smclarify/bias/metrics/posttraining.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 49 unit: def CDDPL() file: src/smclarify/bias/metrics/posttraining.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 50 unit: def TE() file: src/smclarify/bias/metrics/posttraining.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 51 unit: def DCO() file: src/smclarify/bias/metrics/common.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 52 unit: def DLR() file: src/smclarify/bias/metrics/common.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 53 unit: def DLA() file: src/smclarify/bias/metrics/common.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 54 unit: def pdf() file: src/smclarify/util/__init__.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 55 unit: def url_is_remote() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 1 id: 56 unit: def cached_filepath() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 57 unit: def url_bucket_key() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 58 unit: def __call__() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 59 unit: def main() file: scripts/run_examples.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 60 unit: def all_metrics() file: src/smclarify/bias/metrics/registry.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 0 id: 61 unit: def DPPL() file: src/smclarify/bias/metrics/posttraining.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 62 unit: def DI() file: src/smclarify/bias/metrics/posttraining.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 63 unit: def metric_description() file: src/smclarify/bias/metrics/common.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 64 unit: def __init__() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 65 unit: def __init__() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 66 unit: def inf_as_str() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 1 id: 67 unit: def __init__() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 68 unit: def __init__() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 69 unit: def local_path() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 70 unit: def run_notebook() file: scripts/run_examples.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 71 unit: def proportion() file: src/smclarify/bias/metrics/basic_stats.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 72 unit: def accuracy() file: src/smclarify/bias/metrics/basic_stats.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 4 id: 73 unit: def PPL() file: src/smclarify/bias/metrics/basic_stats.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 4 id: 74 unit: def PNL() file: src/smclarify/bias/metrics/basic_stats.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 4 id: 75 unit: def recall() file: src/smclarify/bias/metrics/basic_stats.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 76 unit: def specificity() file: src/smclarify/bias/metrics/basic_stats.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 77 unit: def precision() file: src/smclarify/bias/metrics/basic_stats.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 78 unit: def rejection_rate() file: src/smclarify/bias/metrics/basic_stats.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 79 unit: def conditional_acceptance() file: src/smclarify/bias/metrics/basic_stats.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 80 unit: def conditional_rejection() file: src/smclarify/bias/metrics/basic_stats.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 81 unit: def LP() file: src/smclarify/bias/metrics/pretraining.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 82 unit: def KS() file: src/smclarify/bias/metrics/pretraining.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 83 unit: def pretraining() file: src/smclarify/bias/metrics/registry.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 84 unit: def posttraining() file: src/smclarify/bias/metrics/registry.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 85 unit: def GE() file: src/smclarify/bias/metrics/posttraining.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 0 id: 86 unit: def require() file: src/smclarify/bias/metrics/common.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 2 id: 87 unit: def __init__() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 88 unit: def __init__() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 89 unit: def __init__() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 5 id: 90 unit: def __init__() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 91 unit: def _column_list_to_str() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 92 unit: def __init__() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 93 unit: def __init__() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 4 id: 94 unit: def train() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 95 unit: def read_csv_data() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 96 unit: def script_name() file: scripts/run_examples.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 97 unit: def call_metric() file: src/smclarify/bias/metrics/__init__.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 3 id: 98 unit: def observed_label_distribution() file: src/smclarify/bias/metrics/basic_stats.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 99 unit: def multicategory_confusion_matrix() file: src/smclarify/bias/metrics/basic_stats.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 100 unit: def CDDL() file: src/smclarify/bias/metrics/pretraining.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 101 unit: def FlipSet_pos() file: src/smclarify/bias/metrics/posttraining.py start line: 0 end line: 0 size: 2 LOC McCabe index: 3 number of parameters: 3 id: 102 unit: def FlipSet_neg() file: src/smclarify/bias/metrics/posttraining.py start line: 0 end line: 0 size: 2 LOC McCabe index: 3 number of parameters: 3 id: 103 unit: def FlipSet() file: src/smclarify/bias/metrics/posttraining.py start line: 0 end line: 0 size: 2 LOC McCabe index: 3 number of parameters: 3 id: 104 unit: def binary_confusion_matrix() file: src/smclarify/bias/metrics/common.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 105 unit: def calc_confusion_matrix_quadrants() file: src/smclarify/bias/metrics/common.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 106 unit: def CDD() file: src/smclarify/bias/metrics/common.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 107 unit: def __init__() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 108 unit: def to_json() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 109 unit: def to_json() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 110 unit: def _positive_label_index() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 111 unit: def _continuous_data_idx() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 112 unit: def _model_performance_metric_call_wrapper() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 113 unit: def _metric_name_comparator() file: src/smclarify/bias/report.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 114 unit: def ensure_local() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 115 unit: def test() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 116 unit: def _preprocess() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 117 unit: def relative_file() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 118 unit: def list() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 119 unit: def train() file: src/smclarify/util/dataset.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1