ReLSO: A Transformer-based Model for Latent Space Optimization and Generation of Proteins

1 code implementation • 24 Jan 2022 • Egbert Castro, Abhinav Godavarthi, Julian Rubinfien, Kevin B. Givechian, Dhananjay Bhaskar, Smita Krishnaswamy

Using ReLSO, we explicitly model the sequence-function landscape of large labeled datasets and generate new molecules by optimizing within the latent space using gradient-based methods.