High-Performance Open-Source Archive
prep_for_anomaly(): Automated data preprocessing for
anomaly detectionscore_anomaly(): Anomaly scoring using Isolation Forest
and Local Outlier Factorflag_top_anomalies(): Flagging records as anomalous
based on threshold or contamination rategenerate_audit_report(): Generate comprehensive PDF,
HTML, and DOCX audit reportsextract_benchmark_metrics(): Extract performance
metrics (AUC-ROC, AUC-PR, Top-K Recall)calculate_benchmark_metrics(): Calculate metrics from
scored data with ground truthget_top_anomalies(): Retrieve top N most anomalous
records
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