Label Sleuth Files

New features

• Improve multiclass UX design by @martinscooper and @natti in https://github.com/label-sleuth/label-sleuth/pull/605
• Add SBERT representation and the SVM over SBERT model. Refactor memory and cache mechanism to support vectors by @alonh in https://github.com/label-sleuth/label-sleuth/pull/626
• Add multiclass ensemble model by @arielge in https://github.com/label-sleuth/label-sleuth/pull/595
• Update python version and dependencies by @arielge in https://github.com/label-sleuth/label-sleuth/pull/624
• Add tutorial for multiclass workspaces by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/592, https://github.com/label-sleuth/label-sleuth/pull/593 and https://github.com/label-sleuth/label-sleuth/pull/594.
• Adapt force_train for multiclass workspaces by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/600
• Add percentage to panel filter dropdowns by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/619
• Split datasets with no document id into 10k parts by @alonh in https://github.com/label-sleuth/label-sleuth/pull/622

Improvements

• UI text overflow improvements by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/601
• Adapt labeling status message and model checks conditions by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/613

Fixes

• Dataset delete checkbox remains checked after submit by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/591
• Map multiclass model scores to the corresponding class ids by @arielge in https://github.com/label-sleuth/label-sleuth/pull/606
• Do not allow changing category name to a name that already exists by @arielge in https://github.com/label-sleuth/label-sleuth/pull/599
• User can't edit category description or color without changing the category name by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/603
• User can bypass validation using shortcuts by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/610
• Don't select 'sort' text when double clicking on the sorting arrow by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/612
• Deleting workspaces fails if workspace isn't in memory by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/614
• Status call logic is wrong by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/615
• Create new iteration if there is an error in the should_train condition and fix test race condition by @alonh in https://github.com/label-sleuth/label-sleuth/pull/617
• Fix force train test by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/620
• Bugfix in accessing sorted_class_by_freq when there's no training data by @lenadankin in https://github.com/label-sleuth/label-sleuth/pull/616
• Escape with slash only as a fallback on import data. Convert input to string to handle float values by @alonh in https://github.com/label-sleuth/label-sleuth/pull/621
• Percentage string is NaN is there are no labeled elements by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/625
• Training logic doesn't trigger new model iterations when appropriate by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/627 and https://github.com/label-sleuth/label-sleuth/pull/628

Chore

• Change create workspace parameter name by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/596
• Rename /set_element_label endpoint parameters and refactor by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/618

Full Changelog: https://github.com/label-sleuth/label-sleuth/compare/v0.18.0...v0.19.0