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From the documentation: "Hyperopt has been designed to accommodate Bayesian optimization algorithms based on Gaussian processes and regression trees, but these
by davmre 13y ago
From the documentation: "Hyperopt has been designed to accommodate Bayesian optimization algorithms based on Gaussian processes and regression trees, but these are not currently implemented." [1] So it sounds like they've at least thought about it.
[1]: http://hyperopt.github.io/hyperopt/ http://hyperopt.github.io/hyperopt/
- thisisdave 13y agoFor those that don't know: a Bayesian optimization approach based on Gaussian processes has been implemented in Python by the author of that paper [0]. Here's a nice blog post with some information on some problems it can run into in practice [1]. [0]: https://github.com/JasperSnoek/spearmint https://github.com/JasperSnoek/spearmint [1]: http://fastml.com/tuning-hyperparams-automatically-with-spearmint/ http://fastml.com/tuning-hyperparams-automatically-with-spea...