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I'm using PyTorch to implement Neural Oblivious Decision Ensembles (NODE), who learns deep ensembles of oblivious differentiable decision trees on tabular data. NODE architecture consistently outperforms both CatBoost and XGBoost on all datasets tested (Popov, 2019).
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