v0.8.0 - 2022-11-02

This release introduces the DiagnosticReport, which helps a user verify – at a quick glance – that their data is valid. We also fix an existing bug with detection metrics.

New Features

• Fixes for new metadata - Issue #253 by @katxiao
• Add default synthetic sample size to DiagnosticReport - Issue #248 by @katxiao
• Exclude pii columns from single table metrics - Issue #245 by @katxiao
• Accept both old and new metadata - Issue #244 by @katxiao
• Address Diagnostic Report and metric edge cases - Issue #243 by @katxiao
• Update visualization average per table - Issue #242 by @katxiao
• Add save and load functionality to multi-table DiagnosticReport - Issue #218 by @katxiao
• Visualization methods for the multi-table DiagnosticReport - Issue #217 by @katxiao
• Add getter methods to multi-table DiagnosticReport - Issue #216 by @katxiao
• Create multi-table DiagnosticReport - Issue #215 by @katxiao
• Visualization methods for the single-table DiagnosticReport - Issue #211 by @katxiao
• Add getter methods to single-table DiagnosticReport - Issue #210 by @katxiao
• Create single-table DiagnosticReport - Issue #209 by @katxiao
• Add save and load functionality to single-table DiagnosticReport - Issue #212 by @katxiao
• Add single table diagnostic report - Issue #237 by @katxiao

Bug Fixes

• Detection test test doesn't look at metadata when determining which columns to use - Issue #119 by @R-Palazzo

Internal Improvements

• Remove torch dependency - Issue #233 by @katxiao
• Update README - Issue #250 by @katxiao