Welcome to swyft’s documentation!

Hyper-efficient parameter inference for complex data

The latest version of swyft can be found on github. For getting started, check out our quickstart guide on google colab.


If you use swyft in scientific publications, please cite one or both method papers.

Simulation-efficient marginal posterior estimation with swyft: stop wasting your precious time, Benjamin Kurt Miller, Alex Cole, Gilles Louppe, Christoph Weniger, https://arxiv.org/abs/2011.13951

Truncated Marginal Neural Ratio Estimation, Benjamin Kurt Miller, Alex Cole, Patrick Forré, Gilles Louppe, Christoph Weniger, https://arxiv.org/abs/2107.01214