CLI version 10.0.0
Release Date: 11 January 2023
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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
- User Group Management added, along with updated project management functionality to accommodate groups
- Test Harness interface added to support the definition of model tests for Performance, Stability, Fairness and Feature Importance
ENHANCEMENTS
- Web App
- Multi-filter chip UI added to Model Leaderboard
- Updated and streamlined user navigation
- Global Feature Importance table restored on All Features page
- A disclaimer banner is now displayed when SHAP influence is selected as a project setting but is unavailable for the selected model and split.
- Python SDK
- New model test creation interface allows for defining tests to target multiple splits (e.g., via regex) across data collections. (Note:This is a breaking change.)
- Error message improvement for failed authentication
- Model Test
- More robust handling of virtual models in Model Test
- Relative threshold behavior in model test updated to treat the threshold as a percentage of the reference score
- General performance improvements on model test operations
FIXES
- Web App
- Broken/inconsistent zoom behavior fixed in ISPs, including broken plot when zooming to empty area
- Split and model filter selection issue fixed on computations page
- Search functionality without using rank fixed on All Features page
- Python SDK
- Segment definition now supported on feature and model names that contain spaces
- Improved error handling when encountering invalid connection URL
- Computation
- Support for single-point clusters fixed in automated clustering
- UMAP removed as an automated clustering technique
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