v3.3.0

What's Changed

Features

• [FEAT] Add percentage difference to comparison level library by @RobinL in #757
• [FEAT] Add jaro winkler to duckdb linker now 0.5.0 is a dependency by @RobinL in #766
• [FEAT] Waterfall of false positives and false negatives from labels by @RobinL in #763

Other

• [DOCS] Add links to videos into main readme by @RobinL in #765
• [DOCS] Add examples section to docs by @RobinL in #772
• [FEAT] ROC/Precision recall/truth table from label column name by @RobinL in #773
• [DOCS] Add examples to docs by @RobinL in #774
• [FIX] Fix jaro in duckdb by @RobinL in #775
• [FIX] Jaro spark fix by @RobinL in #776
• [DOCS] Add QA from ground truth (cluster) column to docs by @RobinL in #777
• [MAINT] Bump version to 3.3.0 by @RobinL in #778

Note there's a small backwards incompatible change to the API where previous earlier names for accuracy functions have been replaced with the following:

The underlying data table for ROC/precision recall analysis
linker.truth_space_table_from_labels_column()
linker.truth_space_table_from_labels_table()

ROC charts
linker.roc_chart_from_labels_column()
linker.roc_chart_from_labels_table()

Precision recall charts
linker.precision_recall_chart_from_labels_column()
linker.precision_recall_chart_from_labels_table()

Individual predictions which are either false positives or false negatives, to plot in waterfall chart
linker.prediction_errors_from_labels_column()
linker.prediction_errors_from_labels_table()

Full Changelog: v3.2.1...v3.3.0