CLI version 9.9.0
Release Date: 30 November 2022
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TruEra release notes are structured by product functional area and further organized as follows:
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Product Area: DIAGNOSTICS
NEW
- Web App
- Configurable Influence Settings for SHAP vs QII
- Python SDK
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- Add transforms without model special packaging
- Log message when adding new data collection via SDK
- Log message added for download of non-PyFunc model
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ENHANCEMENTS
- Web App
- Models now organized and displayed by their associated data collections
- New disclaimer message when influences are not available
- Materialize operations now tracked and appropriately displayed
- Python SDK
- Feature influence ingestion is more robust with enhanced validation
- Model tests based on relative performance threshold can now be enabled to use model performance data from different data collections; achieved using both reference model and split at the same time
- Documentation
- Differences in SHAP vs QII usage clarified
FIXES
- Web App
- Baseline split option that was only showing a single split in Settings has been corrected
- Segments score error corrected
- Stale algorithm influences are no longer displayed after the algorithm is changed
- App crash issue resulting from batch requests has been resolved
- Python SDK
- General Public License (GPL) packages for Gensim and unidecode removed
- Max version for Flask Python unpinned
- Correct ordering of QII columns for local QII computations
- SHAP influences are no longer checked for additivity
- Ingestion
- Users can no longer create data sources with duplicate names, this prevents indeterministic behavior during ingestion
- Documentation
- Clarification added regarding overfitting-points toggle
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