PyTorch implementation of the paper “Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules” by Gómez-Bombarelli, et al. paper. Training was done using ChEMBL Dataset which can be found here. Comparison was done between the paper’s architecture and a simpler Fully connected Encoder Decoder, and the results were verified.