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The repo contains the base code for the experiment conducted by DeepMind and published in Nature under the title 'Advancing mathematics by guiding human intuition using AI'. The data set contains various numeric dat about generic mathematical entities called Knots. A feed-forward neural network was employed to find pattern amongst knot attributes.