metadata
title: AEGIS Economic Stability Analysis
emoji: 📊
colorFrom: blue
colorTo: green
sdk: docker
pinned: false
license: mit
AEGIS Economic Stability Analysis
This application provides economic stability predictions based on viral outbreak scenarios using advanced TabNet regression models.
Features
- Virus Risk Assessment: Analyzes economic impact based on virus characteristics
- Population Exposure Modeling: Considers population density and exposure patterns
- Economic Buffer Analysis: Incorporates IMF-WEO economic resilience indicators
- Real-time Predictions: FastAPI-powered REST API for stability scoring
API Endpoints
POST /predict
Predict economic stability score for a given scenario.
Request Body:
{
"virus_name": "COVID-19",
"econ_buffer": 0.7,
"population_exposure": 50000
}
Response:
{
"virus": "COVID-19",
"stability_score": 0.6234,
"alert_level": "MONITOR"
}
GET /health
Check system status and hardware configuration.
Usage
The application runs on port 7860 and provides a REST API for economic stability analysis.
Built with FastAPI, PyTorch, and TabNet for robust economic modeling.