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add example / how-to-guide for hyperparameter tuning

Open janfb opened this issue 1 year ago • 0 comments

It would be nice to have a short guide on how to tune hyperparameters, e.g., neural architectures in sbi. E.g., by using a test set of ~1000 (theta, x)s and using the negative log prob under the posterior as a metric for comparison architectures and using grid search etc via MLFlow or WandB to find a suitable architecture.

janfb avatar Jan 02 '25 18:01 janfb