v1.1.1 - Notebook Fixes

Notebook Fixes (December 2025)

Fixed

• IPython deprecation warning: Updated imports from IPython.core.display to IPython.display
• VALIDATE MODEL pivot error: Added drop_duplicates() to handle duplicate metric entries before pivot
• ED_visit_90_day.ipynb: Completely rewritten with UCI Diabetes 130-US Hospitals dataset (~92k records)
• IRIS SQL reserved word: Changed Count alias to RecCount in SQL queries
• AutoML matplotlib dependency: Added matplotlib to IRIS Dockerfile for visualization

New Data

• Added diabetic_readmission.csv (UCI Diabetes 130-US Hospitals dataset) for ED_visit notebook

All Notebooks Tested

• campaign-integratedml.ipynb ✓
• readmission-integratedml.ipynb ✓
• biomedical-integratedml.ipynb ✓
• ED_visit_90_day.ipynb ✓

This release addresses the issues reported by community members regarding notebook execution failures.