CONAN.geepee.gp_params_convert.get_values

CONAN.geepee.gp_params_convert.get_values#

CONAN.geepee.gp_params_convert.get_values(kernels, data, pars, gp_dim=1)#

transform pars into required values for given kernels.

Parameters:

  • kernels (list,str) – kernel for which parameter transformation is performed. the kernels are prepended with “ge_”,”ce_” or “sp_” to indicate the package used. e.g. [“ge_mat32”,”ce_exp”,”sp_expsq”]

  • data (str,) – one of [“lc”,”rv”]

  • pars (iterable,) – parameters (amplitude,lengthscale,h3,h4) for each kernel in kernels.

Returns:

log_pars – log parameters to be used to set parameter vector of the gp object.

Return type:

iterable,

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