credo-ai / credoai_lens

Credo AI Lens is a comprehensive assessment framework for AI systems. Lens standardizes model and data assessment, and acts as a central gateway to assessments created in the open source community.
https://credoai-lens.readthedocs.io/en/stable/
Apache License 2.0
46 stars 8 forks source link

updated requirements #299

Closed IanAtCredo closed 1 year ago

IanAtCredo commented 1 year ago

Describe your changes

Updated requirements. Added connect develop branch to develop requirements.

github-actions[bot] commented 1 year ago

Coverage

Coverage Report
FileStmtsMissCoverMissing
credoai
   __init__.py30100% 
credoai/artifacts
   __init__.py70100% 
credoai/artifacts/data
   __init__.py00100% 
   base_data.py1091388%54, 154, 157, 172, 179, 186, 190, 195, 199, 203, 215, 218, 225
   comparison_data.py631379%53, 60, 71, 76, 81, 90, 96, 100, 105, 114, 147, 153, 156
   tabular_data.py42686%52, 76, 80, 99, 101, 108
credoai/artifacts/model
   __init__.py00100% 
   base_model.py36294%56, 88
   classification_model.py230100% 
   comparison_model.py110100% 
   constants_model.py20100% 
   regression_model.py11464%43–45, 48
credoai/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.py72692%67, 70, 89, 115, 180, 187
   fairness.py113298%115, 228
   feature_drift.py59198%66
   identity_verification.py112298%144–145
   model_profiler.py741185%127–130, 144–147, 181–182, 191–192, 230
   performance.py84792%103, 124–130
   privacy.py118497%410, 447–449
   ranking_fairness.py1121488%144–145, 165, 184, 190–191, 387–409, 414–444
   security.py96199%297
   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, 106
credoai/evaluators/utils
   __init__.py30100% 
   fairlearn.py18194%93
   utils.py8188%9
   validation.py812865%14, 34–35, 37–39, 46, 67–74, 80–86, 89, 95–98, 105, 108, 111, 114–115, 119–121
credoai/governance
   __init__.py10100% 
credoai/lens
   __init__.py20100% 
   lens.py2011394%53, 195–196, 232–237, 294, 336, 360, 442, 457, 461, 473
   pipeline_creator.py601280%20–21, 37, 79–91
   utils.py392828%20–27, 49–52, 71–82, 99, 106–109, 128–135
credoai/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%5–8
credoai/prism
   __init__.py30100% 
   compare.py35294%71, 87
   prism.py36489%46, 48, 59, 86
   task.py17288%30, 37
credoai/prism/comparators
   __init_.py00100% 
   comparator.py17382%34, 42, 47
   metric_comparator.py44295%125, 131
credoai/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.py301163%14–19, 29–30, 35–40
   version_check.py11191%16
TOTAL293149883%