Azure DevOps Demo Models · main
README.md

README.md · 1,955 bytes · read-only public source view
# MyEzAI ModelOps Demo Models

This repository is the companion model catalogue for the public `demo.myezai.ca` application. It contains synthetic, non-confidential examples from multiple industries and multiple implementation technologies.

## Included models

| Industry | Model | Technology |
|---|---|---|
| Insurance | Life Insurance Reserve Projection | Python |
| Government | Public Pension Funding Projection | Fortran |
| Banking | Credit Portfolio Stress Test | R |
| Government | Public Benefit Cost Forecast | C#/.NET |
| Healthcare | Hospital Capacity and Wait-Time Forecast | Python |
| Energy & Utilities | Electricity Demand Forecast | R |
| Manufacturing | Inventory Reorder Optimization | Python |
| Retail | Retail Demand and Markdown Planner | C#/.NET |
| Model Modernization | VBA Routine Assessment and Migration | Python + VBA |
| Education | University Enrollment Forecast | Bash + Python |

Each model folder contains `modelops.json`, representative source, sample inputs, expected outputs, and launch scripts. The public web demo uses the safe managed engine by default. The external runner uses `tools/modelops_demo_runner.py` so every model can run in one controlled container without accepting visitor-supplied commands.

## Validate

```bash
python tools/validate_catalog.py
python tools/smoke_all_models.py
```

## Run one model

```bash
python tools/modelops_demo_runner.py --repo . --model life-reserve-projection --config insurance/life-reserve-projection/sample-inputs/config.json --output .artifacts/life-reserve
```

## Push to Azure DevOps

Create an empty Azure DevOps Git repository, then run:

```bash
git init
git add .
git commit -m "Seed public ModelOps demo catalogue"
git branch -M main
git remote add origin https://dev.azure.com/YOUR_ORG/ModelOps/_git/DemoModels
git push -u origin main
```

Do not add a PAT, runner key, production model, customer file, or confidential assumption set to this repository.