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CHANGELOG.md

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@@ -21,13 +21,17 @@ but cannot always guarantee backwards compatibility. Changes that may **break co
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- Fixed several bugs in `SKLearnExplainer` including mismatched SHAP method enum values, feature naming conventions, inconsistent instance count in `explain()`. [#3049](https://github.com/unit8co/darts/pull/3049) by [Zhihao Dai](https://github.com/daidahao).
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- Fixed a bug in explainability utils where stationarity tests were not properly conducted due to usage of `all()`. [#3049](https://github.com/unit8co/darts/pull/3049) by [Zhihao Dai](https://github.com/daidahao).
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- Fixed rendering issues of `CustomBlockRNNModule` and `CustomRNNModule` in the documentation. [#3049](https://github.com/unit8co/darts/pull/3049) by [Zhihao Dai](https://github.com/daidahao).
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- Fixed rendering issues of `20-SKLearnModel-examples` notebook in the documentation. [#3049](https://github.com/unit8co/darts/pull/3049) by [Zhihao Dai](https://github.com/daidahao).
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- Fixed rendering issues of `CustomBlockRNNModule` and `CustomRNNModule` in the documentation. [#3094](https://github.com/unit8co/darts/pull/3094) by [Zhihao Dai](https://github.com/daidahao).
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- Fixed rendering issues of `20-SKLearnModel-examples` notebook in the documentation. [#3094](https://github.com/unit8co/darts/pull/3094) by [Zhihao Dai](https://github.com/daidahao).
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### For developers of the library:
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- Added `SHAPSingleExplainabilityResult` class as the return type of `explain_single()` method in `SKLearnExplainer` and `TorchExplainer` and to store the SHAP results of a single instance explanation. This is in contrast to the existing `SHAPExplainabilityResult` which stores results for batched explanations. [#3049](https://github.com/unit8co/darts/pull/3049) by [Zhihao Dai](https://github.com/daidahao).
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- Sped up the documentation build by utilizing multiple CPU cores. [#3049](https://github.com/unit8co/darts/pull/3049) by [Zhihao Dai](https://github.com/daidahao).
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- Sped up the documentation build by utilizing multiple CPU cores. [#3094](https://github.com/unit8co/darts/pull/3094) by [Zhihao Dai](https://github.com/daidahao).
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**Dependencies**
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- Added a `uv` 7-day cooldown period to reduce supply-chain risk from newly published packages during dependency resolution. [#3096](https://github.com/unit8co/darts/pull/3096) by [Zhihao Dai](https://github.com/daidahao)
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## [0.44.0](https://github.com/unit8co/darts/tree/0.44.0) (2026-04-30)
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