This is the corresponding repository for the paper "Learning Compressed Shape-Aware Molecular Representations for Virtual Screening", which proposes SAND (Shape Aware Neural Descriptor), a method for learning compact molecular representations that can retrieve shape similar molecules from their 2D graph alone. The code will be made public soon.