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Since the univariate distribution search seems to be slow, we want to remove this option from the user facing API and replace it as the default.
Expected behavior
The GaussianCopula and CopulaGAN tabular models should default to truncated_gaussian since that can fit most distributions
univariate, parametric, bounded, semi_bounded, parametric_bounded, parametric_semi_bounded should be removed from the _DISTRIBUTIONS dict and from the docstring in the readme.
Users should still be able to provide all other distributions (beta, gaussian, gamma, student_t, gaussian_kde, truncated_gaussian)
The text was updated successfully, but these errors were encountered:
Problem Description
Since the univariate distribution search seems to be slow, we want to remove this option from the user facing API and replace it as the default.
Expected behavior
GaussianCopula
andCopulaGAN
tabular models should default totruncated_gaussian
since that can fit most distributionsunivariate
,parametric
,bounded
,semi_bounded
,parametric_bounded
,parametric_semi_bounded
should be removed from the_DISTRIBUTIONS
dict and from the docstring in the readme.beta
,gaussian
,gamma
,student_t
,gaussian_kde
,truncated_gaussian
)The text was updated successfully, but these errors were encountered: