feat: improvements to normalizing flow

[aseyboldt]

This repairs the householder transformation layers, changes the asymmetric transformation a bit and brings a couple more normalizing flow options for experimentation.

@jessegrabowski Maybe you want to check if this repairs your model with householder transforms...