simulation-based-inference topic

Likelihood-free AMortized Posterior Estimation with PyTorch

probabilists

Simulation-based inference toolkit

sbi-dev

Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead

mackelab

A system for scientific simulation-based inference at scale.

undark-lab

Automatically convert Julia methods to Gen functions.

probcomp

hyunjimoon

(NeurIPS 2022) Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination

ma921

A Python toolkit for (simulation-based) inference and the mechanization of science.

montefiore-ai

Community-sourced list of papers and resources on neural simulation-based inference.

smsharma

Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.

JoeriHermans