Fig. 3. The dead zones in the latent space, adapted from ref. 21. The x and y axes are the principle components computed by PCA. The colour bar gives the log P value of the encoded latent points and the histograms show the coordinate-projected density of the latent points. One may observe that the encoded molecules are not distributed uniformly across the box constituting the bounds of the latent space.
