v0.17.0 - 2022-09-09

This release updates the code to use RDT version 1.2.0 and greater, so that those new features are now available in SDV. This changes the transformers that are available in SDV models to be those that are in RDT version 1.2.0. As a result, some arguments for initializing models have changed.

Additionally, this release fixes bugs related to loading models with custom constraints. It also fixes a bug that added NaNs to the index of sampled data when using sample_remaining_columns.

Bugs Fixed

• Incorrect rounding in Custom Constraint example - Issue #941 by @amontanez24
• Can't save the model if use the custom constraint - Issue #928 by @pvk-developer
• User Guide code fixes - Issue #983 by @amontanez24
• Index contains NaNs when using sample_remaining_columns - Issue #985 by @amontanez24
• Cannot sample after loading a model with custom constraints: TypeError - Issue #984 by @pvk-developer
• Set HyperTransformer config manually, based on Metadata if given - Issue #982 by @pvk-developer

New Features

• Change default metrics for evaluate - Issue #949 by @fealho

Maintenance

• Update the RDT version to 1.0 - Issue #897 by @pvk-developer