Closed nate-credoai closed 1 year ago
Coverage Report FileStmtsMissCoverMissingcredoai __init__.py30100% _version.py10100% credoai/artifacts __init__.py70100% credoai/artifacts/data __init__.py00100% base_data.py1061388%53, 153, 156, 171, 178, 185, 189, 194, 197, 200, 212, 215, 222 comparison_data.py631379%53, 60, 71, 76, 81, 90, 96, 100, 105, 114, 147, 153, 156 tabular_data.py42686%52, 76, 80, 99, 101, 108credoai/artifacts/model __init__.py00100% base_model.py42295%57, 103 classification_model.py501864%69–72, 88–120 comparison_model.py110100% constants_model.py50100% regression_model.py11464%41–43, 46credoai/evaluators __init__.py150100% data_fairness.py1601392%85–92, 100, 225, 252, 282–294, 411, 446–447 data_profiler.py61493%49, 73–74, 93 deepchecks.py40392%113–122 equity.py113695%73, 153–155, 226–227 evaluator.py73692%67, 70, 89, 115, 184, 191 fairness.py111298%111, 224 feature_drift.py59198%66 identity_verification.py112298%144–145 model_profiler.py1033269%95–101, 117–130, 158–161, 174–179, 182–214, 256–257, 266–267, 305 performance.py87792%108, 129–135 privacy.py118497%410, 447–449 ranking_fairness.py1121488%144–145, 165, 184, 190–191, 387–409, 414–444 security.py97199%309 shap.py871484%117, 125–126, 136–142, 168–169, 251–252, 282–290 survival_fairness.py675025%27–31, 34–46, 51–62, 65–76, 79–97, 100, 103, 106credoai/evaluators/utils __init__.py30100% fairlearn.py18194%93 utils.py8188%9 validation.py872571%23, 43–44, 46–48, 55, 65, 67, 71–76, 89, 92, 95, 98–99, 116–123, 129–135, 138credoai/governance __init__.py10100% credoai/lens __init__.py20100% lens.py2061394%59, 201–202, 238–243, 300, 342, 366, 448, 463, 467, 479 lens_validation.py703254%41, 45, 49–51, 67, 70, 75–79, 88, 93–96, 123, 126–144, 172–174 pipeline_creator.py601280%20–21, 37, 79–91 utils.py392828%20–27, 49–52, 71–82, 99, 106–109, 128–135credoai/modules __init__.py30100% constants_deepchecks.py20100% constants_metrics.py190100% constants_threshold_metrics.py30100% metric_utils.py241825%15–30, 34–55 metrics.py881385%63, 67, 70–71, 74, 84, 123, 135–140, 178, 185, 187 metrics_credoai.py1674971%68–69, 73, 93–102, 107–109, 132–160, 176–179, 206, 230–231, 294–296, 372–378, 414–415, 485–486, 534, 638 stats.py975048%15–18, 21–26, 29–31, 34–39, 42–56, 59–64, 106, 132–159, 191, 202–217 stats_utils.py5340%5–8credoai/prism __init__.py30100% compare.py35294%71, 87 prism.py36489%46, 48, 59, 86 task.py17288%30, 37credoai/prism/comparators __init_.py00100% comparator.py17382%34, 42, 47 metric_comparator.py44295%125, 131credoai/utils __init__.py50100% common.py1043368%55, 72–73, 79, 88–95, 106–107, 124–130, 135, 140–145, 156–163, 190 constants.py20100% dataset_utils.py613543%23, 26–31, 50, 54–55, 88–119 logging.py551376%10–11, 14, 19–20, 23, 27, 44, 58–62 model_utils.py734637%17–22, 32–33, 36–37, 42–47, 63–108, 114–121 version_check.py11191%16TOTAL312160181%
Change description
Type of change
Related issues
Checklists
Development
Security
Code review