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# Release Notes (What's New)
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## Version 1.2.0 (Upcoming Release)
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## Version 1.2.0 (September 13, 2024)
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For a list of all changes in this release, see the [full changelog](https://github.com/nci/scores/compare/1.1.0...develop). Below are the changes we think users may wish to be aware of.
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For a list of all changes in this release, see the [full changelog](https://github.com/nci/scores/compare/1.1.0...1.2.0). Below are the changes we think users may wish to be aware of.
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### Features
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- Tail threshold weighted continuous ranked probability score (twCRPS) for ensembles: `scores.probability.tail_tw_crps_for_ensemble`. See [PR #644](https://github.com/nci/scores/pull/644).
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- The FIxed Risk Multicategorical (FIRM) score (`scores.categorical.firm`) can now take a sequence of mulitdimensional arrays (xr.DataArray) of thresholds. This allows the FIRM score to be used with categorical thresholds that vary across the domain. See [PR #661](https://github.com/nci/scores/pull/661).
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### Breaking Changes
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### Deprecations
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### Bug Fixes
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### Documentation
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- Added information about percent bias to the "Additive Bias and Multiplicative Bias" tutorial. See [PR #639](https://github.com/nci/scores/pull/639) and [PR #656](https://github.com/nci/scores/pull/656).
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- Updated documentation to say there are now over 60 metrics, statistical techniques and data processing tools contained in `scores`. See [PR #659](https://github.com/nci/scores/pull/659).
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- In the "Contributing Guide", updated instructions for installing a conda-based virtual environment. See [PR #654](https://github.com/nci/scores/pull/654).
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### Internal Changes
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- Modified automated tests to work with NumPy 2.1. Incorporated a union type of `array` and `generic` in assert statements for Dask operations. See [PR #643](https://github.com/nci/scores/pull/643).
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