Issues

• [FEATURE] Unified Explainability Wrapper (SHAP & Integrated Gradients)

  enhancementfeatureintegrationintermediate
  Khanz9664/TrustLens#174 · Filter by author Khanz9664 opened on Jul 31, 2026

• [FEATURE] Algorithmic Robustness & Prediction Flip Analysis (Stress Testing)

  advancedenhancementfeatureml
  Khanz9664/TrustLens#173 · Filter by author Khanz9664 opened on Jul 31, 2026

• [FEATURE]: Automated Underperforming Slice Discovery (SliceFinder)

  advancedenhancementfailure-analysismlwaiting-for-contributor
  Khanz9664/TrustLens#159 · Filter by author Khanz9664 opened on Jun 28, 2026

• [FEATURE]: Streaming / Chunked Evaluation API for Out-of-Core Datasets

  apienhancementintermediateperformancewaiting-for-contributor
  Khanz9664/TrustLens#158 · Filter by author Khanz9664 opened on Jun 28, 2026

• [Enhancement]: Add a colorblind-safe theme to the TrustLens visualization system

  beginnergood first issuehacktoberfestvisualization
  Khanz9664/TrustLens#135 · Filter by author Khanz9664 opened on Jun 12, 2026

• [FEATURE]: Dataset Trustworthiness Audit & Validation Checks

  enhancementfeatureintermediatewaiting-for-contributor
  Khanz9664/TrustLens#124 · Filter by author Khanz9664 opened on Jun 6, 2026

• [FEATURE]: Add automated PDF export for the TrustReport (for executive/stakeholder sharing)

  advancedenhancementreporting
  Khanz9664/TrustLens#118 · Filter by author Khanz9664 opened on Jun 1, 2026

• [FEATURE]: First-Class MLOps Integration (W&B & MLflow) for TrustReport Logging

  enhancementhelp wantedintegrationML Opsml
  Khanz9664/TrustLens#116 · Filter by author Khanz9664 opened on Jun 1, 2026

• [Enhancement] Integrate a summary "Critical Failures" table directly into TrustReport.show()

  enhancementfailure-analysisintermediatemetricsmlreportingwaiting-for-contributor
  Khanz9664/TrustLens#111 · Filter by author Khanz9664 opened on May 27, 2026
  1

• [FEATURE] Support Multi-class Expected Calibration Error (ECE) and Brier Score

  enhancementintermediatemetricsmlwaiting-for-contributor
  Khanz9664/TrustLens#110 · Filter by author Khanz9664 opened on May 27, 2026

• # [FEATURE] Add TrustReport comparison for model drift & reliability deltas

  apienhancementfeaturehelp wantedintermediateML Opsreportingtestingwaiting-for-contributor
  Khanz9664/TrustLens#87 · Filter by author Khanz9664 opened on May 12, 2026

• [FEATURE] Add configurable Trust Score policy profiles

  apienhancementfeatureintermediatemlwaiting-for-contributor
  Khanz9664/TrustLens#86 · Filter by author Khanz9664 opened on May 12, 2026

• [FEATURE] Add standalone HTML audit report export

  advancedenhancementintermediatereportinguxvisualizationwaiting-for-contributor
  Khanz9664/TrustLens#80 · Filter by author Khanz9664 opened on May 6, 2026

• Add support for Temperature Scaling

  enhancementfeatureintegrationintermediatemetricsmlwaiting-for-contributor
  Khanz9664/TrustLens#65 · Filter by author Khanz9664 opened on Apr 30, 2026

• Add CLI support: trustlens analyze

  clifeaturehelp wantedintermediateML Opsux
  Khanz9664/TrustLens#16 · Filter by author Khanz9664 opened on Apr 18, 2026

• Add shared pytest fixtures via conftest.py

  enhancementhelp wantedintermediatetesting
  Khanz9664/TrustLens#9 · Filter by author Khanz9664 opened on Apr 17, 2026

• Add report.critical_failures() for programmatic failure analysis

  apienhancementfailure-analysis
  Khanz9664/TrustLens#6 · Filter by author Khanz9664 opened on Apr 17, 2026