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Epidemic Prediction Framework

General-purpose epidemic prediction framework with pluggable models, feature engineering, and automated evaluation pipelines.

Architecture

epidemic-prediction-framework/
  src/           # Core modules
  tests/         # Unit and integration tests
  config/        # Configuration files
  docs/          # Documentation

Modules

  • predictor_base: Core predictor base functionality
  • feature_engineer: Core feature engineer functionality
  • model_selector: Core model selector functionality
  • evaluator: Core evaluator functionality
  • forecast_runner: Core forecast runner functionality

Quick Start

pip install -r requirements.txt
python -m epidemic_prediction_framework.main

Testing

pytest tests/ -v

License

MIT License - see LICENSE for details.