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I use the scikit-optimize library to generate LHS matrix. I would like to choose the distribution(uniform, normal, ...) for each parameter. Is it possible?

Thank you

giupardeb
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  • Scikit-optimize supports uniform and log-uniform distributions for integer and floats. More details in the docs: https://scikit-optimize.github.io/stable/modules/generated/skopt.Space.html#skopt.Space. And some example use to create distributions can be found here as well: https://github.com/solegalli/hyperparameter-optimization/blob/master/Section-10-Scikit-Optimize/01-Search-space-distributions.ipynb – Sole Galli Jun 09 '21 at 11:28
  • See https://stackoverflow.com/a/71900217/6729710, however, it uses SciPy. – Penghui Guo Apr 17 '22 at 07:58

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