Lab

Normalizing flows

Compose invertible layers into a map T and watch it push a standard Gaussian into structured density. The samples use fixed random draws, so dragging a parameter morphs the cloud continuously; the warped grid shows how T stretches and folds space.

x=T1Aff(z)x = T^{\mathrm{Aff}}_{1}(z)
z x
-3-3-2-2-1-100112233x₁x₂

click a chip to edit that layer · drag the accent handle in the plot

Figure 1 · A 2-D normalizing flow: samples from 𝒩(0, I) pushed through the composed map, over the warped base grid with cells shaded by pushed-forward density.