Forecast Verifier

Forecast verifier is Python package for verifying specified causal relationships between forecasts/predictions and covariates given trained models. The package goes one step beyond simple model explainability tools to extract learnt causal relationships, and verify them against existing domain knowledge.

Project Structure

The package is structured as follows:

src/
    └── forecast_verifier/
        ├── __init__.py
        ├── verifier.py
        ├── utils.py
        ├── metrics.py
        ├── graph.py
        ├── dataset.py
        ├── model.py

Contributions

Contributions are welcome! Please open an issue or submit a pull request on GitHub.