no code implementations • 20 Dec 2017 • Peter Ertl, Richard Lewis, Eric Martin, Valery Polyakov
In this article we present a method to generate molecules using a long short-term memory (LSTM) neural network and provide an analysis of the results, including a virtual screening test.
1 code implementation • ICLR 2018 • Eric Martin, Chris Cundy
Recurrent neural networks (RNNs) are widely used to model sequential data but their non-linear dependencies between sequence elements prevent parallelizing training over sequence length.