v0.6.0 - 2022-08-12

This release removes SDMetric's dependency on the RDT library, and also introduces new quality and diagnostic metrics. Additionally, we introduce a new compute_breakdown method that returns a breakdown of metric results.

New Features

• Handle null values correctly - Issue #194 by @katxiao
• Add wrapper classes for new single and multi table metrics - Issue #169 by @katxiao
• Add CorrelationSimilarity metric - Issue #143 by @katxiao
• Add CardinalityShapeSimilarity metric - Issue #160 by @katxiao
• Add CardinalityStatisticSimilarity metric - Issue #145 by @katxiao
• Add ContingencySimilarity Metric - Issue #159 by @katxiao
• Add TVComplement metric - Issue #142 by @katxiao
• Add MissingValueSimilarity metric - Issue #139 by @katxiao
• Add CategoryCoverage metric - Issue #140 by @katxiao
• Add compute breakdown column for single column - Issue #152 by @katxiao
• Add BoundaryAdherence metric - Issue #138 by @katxiao
• Get KSComplement Score Breakdown - Issue #130 by @katxiao
• Add StatisticSimilarity Metric - Issue #137 by @katxiao
• New features for KSTest.compute - Issue #129 by @amontanez24

Internal Improvements

• Add integration tests and fixes - Issue #183 by @katxiao
• Remove rdt hypertransformer dependency in timeseries metrics - Issue #176 by @katxiao
• Replace rdt LabelEncoder with sklearn - Issue #178 by @katxiao
• Remove rdt as a dependency - Issue #182 by @katxiao
• Use sklearn's OneHotEncoder instead of rdt - Issue #170 by @katxiao
• Remove KSTestExtended - Issue #180 by @katxiao
• Remove TSFClassifierEfficacy and TSFCDetection metrics - Issue #171 by @katxiao
• Update the default tags for a feature request - Issue #172 by @katxiao
• Bump github macos version - Issue #174 by @katxiao
• Fix pydocstyle to check sdmetrics - Issue #153 by @pvk-developer
• Update the RDT version to 1.0 - Issue #150 by @pvk-developer
• Update slack invite link - Issue #132 by @pvk-developer