piglot.optimisers.botorch.bayes.fit_mll_pytorch_loop

fit_mll_pytorch_loop(mll: ExactMarginalLogLikelihood, n_iters: int = 100) → None

Fit a GP model using a PyTorch optimisation loop.

Parameters

mllExactMarginalLogLikelihood

Marginal log-likelihood to optimise.

n_itersint, optional

Number of iterations to optimise for, by default 100