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Density-based Weighting for Imbalanced Regression

This repository contains code and data for the experiments of our paper "Density-based weighting for imbalanced regression".

• exp1_and_2: contains the experiments with synthetic data and the comparison to SMOGN
• exp3: contains the experiment with statistical downscaling of precipitation based on DeepSD
• smogn_with_denseweight: contains the smogn library modified to allow using DenseWeight as a relevance function

Our proposed method DenseWeight is also available here as an easy-to-use Python package.