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Simplified sketch of a model architecture using spline transformation. In addition to DNA sequence, relative distances to various genomic landmarks are used as features. Spline transformation [Equation (1)] learns a smooth transformation of the raw distances. Transformed distances are then merged with sequence-based activations of convolutional layers
