v0.7.0 - 2022-09-27

This release introduces the QualityReport, which evaluates how well synthetic data captures mathematical properties from the real data. The QualityReport incorporates the new metrics introduced in the previous release, and allows users to get detailed results, visualize the scores, and save the report for future viewing. We also add utility methods for visualizing columns and pairs of columns.

New Features

• Catch typeerror in new row synthesis query - Issue #234 by @katxiao
• Add NewRowSynthesis Metric - Issue #207 by @katxiao
• Update plot utilities API - Issue #228 by @katxiao
• Fix column pairs visualization bug - Issue #230 by @katxiao
• Save version - Issue #229 by @katxiao
• Update efficacy metrics API - Issue #227 by @katxiao
• Add RangeCoverage Metric - Issue #208 by @katxiao
• Add get_column_pairs_plot utility method - Issue #223 by @katxiao
• Parse date as datetime - Issue #222 by @katxiao
• Update error handling for reports - Issue #221 by @katxiao
• Visualization API update - Issue #220 by @katxiao
• Bug fixes for QualityReport - Issue #219 by @katxiao
• Update column pair metric calculation - Issue #214 by @katxiao
• Add get score methods for multi table QualityReport - Issue #190 by @katxiao
• Add multi table QualityReport visualization methods - Issue #192 by @katxiao
• Add plot_column visualization utility method - Issue #193 by @katxiao
• Add save and load behavior to multi table QualityReport - Issue #188 by @katxiao
• Create multi-table QualityReport - Issue #186 by @katxiao
• Add single table QualityReport visualization methods - Issue #191 by @katxiao
• Add save and load behavior to single table QualityReport - Issue #187 by @katxiao
• Add get score methods for single table Quality Report - Issue #189 by @katxiao
• Create single-table QualityReport - Issue #185 by @katxiao

Internal Improvements

• Auto apply "new" label instead of "pending review" - Issue #164 by @katxiao
• fix typo - Issue #195 by @fealho