Visualization of decision data in protein stability machine learning

A visualisation of decision data (yellow) in residual stability prediction for intrinsically disordered human alpha-synuclein (#parkinsons), using theory-based approach and knowledge-based potentials. The structural model of aS is just used for demonstrative purposes. The charge-charge interaction radius has been tweaked to resemble 11-amino acid residue window, used in the training of deep convolutional network.

Trained using #keras, #dsppkeras database on NVIDIA TitanXP #gpus #ai