Binary classifier for spurious dark matter haloes in warm dark matter N-body simulations, replacing an empirical sphericity cut with scikit-learn and PyTorch models trained on WDM–CDM counterpart matching labels.
python machine-learning scikit-learn jupyter-notebook pytorch cosmology binary-classification dark-matter mlflow shap duckdb n-body-simulations warm-dark-matter
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Updated
Jun 9, 2026 - Jupyter Notebook