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Fix/dlinear and nlinear use_static_cov. with multivariate series #2070

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merged 7 commits into from
Nov 18, 2023
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Fix/dlinear and nlinear use_static_cov. with multivariate series #2070

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64164a2
feat: added test to check that use_static_covariates covers all possi…
madtoinou Nov 16, 2023
2b94f4e
fix: properly account for the two possible static covariates represen…
madtoinou Nov 16, 2023
63bac6f
fix: typo in the warning message
madtoinou Nov 16, 2023
07ca413
feat: added type hint, reordered docstring to match argument order
madtoinou Nov 16, 2023
a6d850d
feat: added type hint, reordered docstring to match argument order (d…
madtoinou Nov 16, 2023
03c3dac
feat: updated changelog
madtoinou Nov 17, 2023
01fbe3d
Merge branch 'master' into fix/xlinear_use_static_cov
dennisbader Nov 18, 2023
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Merge branch 'master' into fix/xlinear_use_static_cov
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@dennisbader
dennisbader authored Nov 18, 2023
commit 01fbe3d6ed6805ccfbd4059505ec368cb0925b4b
1 change: 1 addition & 0 deletions CHANGELOG.md
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Expand Up @@ -30,6 +30,7 @@ but cannot always guarantee backwards compatibility. Changes that may **break co
- Fixed a bug when using encoders with `RegressionModel` and series with a non-evenly spaced frequency (e.g. Month Begin). This raised an error during lagged data creation when trying to divide a pd.Timedelta by the ambiguous frequency. [#2034](https://github.com/unit8co/darts/pull/2034) by [Antoine Madrona](https://github.com/madtoinou).
- Fixed a bug when loading a `TorchForecastingModel` that was trained with a precision other than `float64`. [#2046](https://github.com/unit8co/darts/pull/2046) by [Freddie Hsin-Fu Huang](https://github.com/Hsinfu).
- Fixed broken links in the `Transfer learning` example notebook with publicly hosted version of the three datasets. [#2067](https://github.com/unit8co/darts/pull/2067) by [Antoine Madrona](https://github.com/madtoinou).
- Fixed a bug when using `NLinearModel` on multivariate series with covariates and `normalize=True`. [#2072](https://github.com/unit8co/darts/pull/2072) by [Antoine Madrona](https://github.com/madtoinou).
- Fixed a bug when using `DLinearModel` and `NLinearModel` on multivariate series with "components-shared" static covariates and `use_static_covariates=True`. [#2070](https://github.com/unit8co/darts/pull/2070) by [Antoine Madrona](https://github.com/madtoinou).

### For developers of the library:
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