[DOCS] New Release Examples (#582)

janrth · web-flow · commit bab6da104274 · 2026-03-27T10:38:53.000-06:00
diff --git a/.gitignore b/.gitignore
@@ -173,4 +173,4 @@ docs/mintlify/examples
 nbs/_extensions
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diff --git a/README.md b/README.md
@@ -93,6 +93,9 @@ use Conformal Prediction to produce prediciton intervals.
 Validation](https://nixtlaverse.nixtla.io/mlforecast/docs/how-to-guides/cross_validation.html):
 robust model’s performance evaluation.
 
+🔁 [M5: Reuse CV Splits + Global/Grouped Rolling Means](https://nixtlaverse.nixtla.io/mlforecast/docs/how-to-guides/hyperparameter_optimization):
+optimize with cached CV windows while tuning global and grouped rolling features in one workflow.
+
 🔌 [Predict Demand
 Peaks](https://nixtlaverse.nixtla.io/mlforecast/docs/tutorials/electricity_peak_forecasting.html):
 electricity load forecasting for detecting daily peaks and reducing
diff --git a/nbs/.gitignore b/nbs/.gitignore
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diff --git a/nbs/docs/how-to-guides/hyperparameter_optimization.ipynb b/nbs/docs/how-to-guides/hyperparameter_optimization.ipynb

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