v0.15.0 - 2022-05-25

This release improves the speed of the GaussianCopula model by removing logic that previously searched for the appropriate distribution to use. It also fixes a bug that was happening when conditional sampling was used with the TabularPreset.

The rest of the release focuses on making changes to improve constraints including changing the UniqueCombinations constraint to FixedCombinations, making the Unique constraint work with missing values and erroring when null values are seen in the OneHotEncoding constraint.

New Features

• Silence warnings coming from univariate fit in copulas - Issue #769 by @pvk-developer
• Remove parameters related to distribution search and change default - Issue #767 by @fealho
• Update the UniqueCombinations constraint - Issue #793 by @fealho
• Make Unique constraint works with nans - Issue #797 by @fealho
• Error out if nans in OneHotEncoding - Issue #800 by @amontanez24

Bugs Fixed

• Unable to sample conditionally in Tabular_Preset model - Issue #796 by @katxiao

Documentation Changes

• Support GPU computing and progress track? - Issue #478 by @fealho