Simple examples

We provide usage examples for all the layers and network in our examples subfolder. Each of the example show how to setup and use the building block for simple random variables.

Litterature applications

The following examples show the implementaton of applications from the linked papers with [InvertibleNetworks.jl]:

• Invertible recurrent inference machines (Putzky and Welling, 2019) (generic example)

• Generative models with maximum likelihood via the change of variable formula (example)

• Glow: Generative flow with invertible 1x1 convolutions (Kingma and Dhariwal, 2018) (generic example, source)