Experimenting with autoregressive flows in TensorFlow Likelihood

Experimenting with autoregressive flows in TensorFlow Likelihood

Within the first a part of this mini-series on autoregressive circulation fashions, we checked out bijectors in TensorFlow Likelihood (TFP), and noticed how you can use them for sampling and density estimation. We singled out the affine bijector to exhibit the mechanics of circulation development: We begin from a distribution that’s simple to pattern from,…