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@authierj authierj commented Nov 4, 2025

Checklist before merging this PR:

  • Mentioned all issues that this PR fixes or addresses.
  • Summarized the updates of this PR under Summary.
  • Added an entry under Unreleased in the Changelog.

Fixes #1853.

Summary

In this PR, the direct recursive strategy for prediction models is added for regression models.

Other Information

TO DO:

  • add to unit tests
  • check that historical forecasts are working
  • test with validation set

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codecov bot commented Nov 4, 2025

Codecov Report

❌ Patch coverage is 26.47059% with 50 lines in your changes missing coverage. Please review.
✅ Project coverage is 95.15%. Comparing base (e106771) to head (be596b7).

Files with missing lines Patch % Lines
darts/utils/multioutput.py 22.80% 44 Missing ⚠️
darts/models/forecasting/sklearn_model.py 45.45% 6 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##           master    #2941      +/-   ##
==========================================
- Coverage   95.52%   95.15%   -0.37%     
==========================================
  Files         146      146              
  Lines       15703    15766      +63     
==========================================
+ Hits        15000    15002       +2     
- Misses        703      764      +61     

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Investigate DirRec for RegressionModels

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