Label Sleuth Versions Save

What's Changed

• Allow using predefined configurations when installing from PyPi

What's Changed

• Add missing configuration file

What's Changed

• Add SBERT based multiclass SVM model. Set it to the default for watsonx data collection users by @alonh in https://github.com/label-sleuth/label-sleuth/pull/632
• Mutliclass iteration triggering logic improvement by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/630
• Multiclass category menu UX and logic improvement by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/631

Full Changelog: https://github.com/label-sleuth/label-sleuth/compare/v0.19.0...v0.20.0

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

What's Changed

New features

• Multiclass mode (beta) implementation
• User labels and model predictions panel filters

Improvements

• Improve left sidebar panels responsiveness

Full Changelog: https://github.com/label-sleuth/label-sleuth/compare/v0.17.2...v0.18.0

What's Changed

• fix(backend): user labels are not presented on doc view

What's Changed

• feat: change to search panel when iteration status is INSUFFICIENT_TAIN_DATA by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/584

Full Changelog: https://github.com/label-sleuth/label-sleuth/compare/v0.17.0...v0.17.1

What's Changed

• feat(backend): allow export and import of label metadata and log errors by @alonh in https://github.com/label-sleuth/label-sleuth/pull/583

Full Changelog: https://github.com/label-sleuth/label-sleuth/compare/v0.16.1...v0.17.0

What's Changed

• Add insufficient train data messages customization by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/582

What's Changed

• feat(backend): add INSUFFCIENT_TRAIN_DATA status and save iteration and label source information by @alonh in https://github.com/label-sleuth/label-sleuth/pull/579
• New sidebar elements and positive prediction design by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/577
• Handle new status iteration and send more information on labeling endpoint by @martinscooper in https://github.com/label-sleuth/label-sleuth/pull/580
• feat(backend): update insufficient train data text by @alonh in https://github.com/label-sleuth/label-sleuth/pull/581

Full Changelog: https://github.com/label-sleuth/label-sleuth/compare/v0.15.1...v0.15.2