Module catalog

40 interactive modules. Filter by cluster or search by topic, method or keyword.

• Evaluation

  Model Evaluation Dashboard

  Move a single decision threshold and watch it reshape the ROC curve, the calibration plot, the probability distribution and the decision curve at once.

  ROCcalibrationnet benefit
• Evaluation

  Conformal Interval Explorer

  Tune the error rate alpha and watch split-conformal prediction intervals widen or narrow while empirical coverage tracks the nominal target.

  conformal predictionuncertaintycoverage
• Evaluation

  Reproducibility Auditor

  Audit five hypothetical excerpts from medical imaging AI papers against a reproducibility checklist and mark each 'Rigorous' or a 'Red Flag'.

  reproducibilitydata leakagechecklist
• Evaluation

  Decision Curve Analysis

  Compare a model's net benefit against treat-all and treat-none across the full range of threshold probabilities, and find where — if anywhere — the model actually wins.

  decision curve analysisnet benefitclinical utility