Fig. 3: Knot theory attribution.
From: Advancing mathematics by guiding human intuition with AI
a, Attribution values for each of the input X(z). The features with high values are those that the learned function is most sensitive to and are probably relevant for further exploration. The 95% confidence interval error bars are across 10 retrainings of the model. b, Example visualization of relevant features—the real part of the meridional translation against signature, coloured by the longitudinal translation.
