Popular GitHub Repositories for Laplace Approximation

Discrete Bayesian optimization with LLMs, PEFT finetuning methods, and the Laplace approximation.

AutoDiff-Inference: Automatic Differentiation Inference. This Repository combines ADVI's change of variable power with Laplace Approximation to provide better inference for constrained parameters. Work done as a part of development of Bijax

Bayesian Analysis in Python (2nd ed.) with Numpyro