stefanradev93 / BayesFlow

A Python library for amortized Bayesian workflows using generative neural networks.
https://bayesflow.org/
MIT License
297 stars 45 forks source link

Free-form flows for SBI #118

Open zimea opened 8 months ago

zimea commented 8 months ago

The paper 'Free-form Flows: Make Any Architecture a Normalizing Flow' by Draxler et al. 2023 introduces a loss that allows to use any architecture as inference network for sbi. A new amortizer could implement the loss function and be tested on benchmark tasks.

Link to paper: https://arxiv.org/abs/2310.16624