bugfix for error-logging

Set the publishing manager (which I forgot to do earlier).

IPM installation option added

Added utils.cls to enable adding ancestors to an existing class.
Here is the related discussion.

Initial Release

Made JsonAdvSql as a default data strategy - learn more in docs

Macros added

Initial Release

Initial Release

Initial Release

Initial Release

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.

More examples on Python error handling introduced by Ashok Kumar PR

Initial Release

fixed some typo

Error log for python even improved, thanks to Ashok Kumar T and David Hokenbroch, see the community post.

Initial Release

add App Log() error logging

added error log to App Log example here

fixed minor issues

improved stability

Added UT Deepsee classes

fhir validation server log added

Enhanced the user interface

UI enhancement

Fixed docker issues.
Added View All test results screen

Initial Release

https://github.com/intersystems-community/integratedml-demo-template/releases/tag/v1.1.0

December 2025 Modernization

What's New

• Official IRIS image: Switched to containers.intersystems.com/intersystems/iris-community:latest-em (valid license, supports up to 20 cores)
• Multi-architecture: ARM64 (Apple Silicon) and AMD64 (Intel) support
• DB-API driver: Replaced JDBC/PyODBC with native intersystems-irispython driver
• TensorFlow 2.16.1: Updated from 2.2.0
• GitHub Actions CI/CD: Automated Docker build testing
• Docker/Podman support: Works with either container runtime

Breaking Changes

• Folder renamed: tf2-jupyter-jdbc → tf2-jupyter
• Notebooks renamed (removed -jdbc/-PyODBC suffixes)
• Connection code changed from JDBC to DB-API pattern

Removed

• JDBC driver (intersystems-jdbc-3.1.0.jar)
• ODBC driver and config files

Fixed

• IRIS "core limit exceeded" error (expired Docker Hub images)
• Port documentation (1972, not 51773)
• Updated architecture diagram

update readme

• VS Code extension