Merge branch 'main' into ODSC-74228/GPU-Shape-Recommendation

mrDzurb · web-flow · commit 4284885e56b6 · 2025-08-14T17:55:58.000-07:00
diff --git a/ads/opctl/operator/lowcode/forecast/__init__.py b/ads/opctl/operator/lowcode/forecast/__init__.py
@@ -3,3 +3,6 @@
 
 # Copyright (c) 2023 Oracle and/or its affiliates.
 # Licensed under the Universal Permissive License v 1.0 as shown at https://oss.oracle.com/licenses/upl/
+
+import numpy as np
+np.random.seed(42)
diff --git a/ads/opctl/operator/lowcode/forecast/model/automlx.py b/ads/opctl/operator/lowcode/forecast/model/automlx.py
@@ -158,7 +158,7 @@ def _build_model(self) -> pd.DataFrame:
                 summary_frame = model.forecast(
                     X=X_pred,
                     periods=horizon,
-                    alpha=1 - (self.spec.confidence_interval_width / 100),
+                    alpha=1 - self.spec.confidence_interval_width,
                 )
 
                 fitted_values = model.predict(data_i.drop(target, axis=1))[

Original file line number	Diff line number	Diff line change
`@@ -158,7 +158,7 @@ def _build_model(self) -> pd.DataFrame:`
`158`	`158`	`summary_frame = model.forecast(`
`159`	`159`	`X=X_pred,`
`160`	`160`	`periods=horizon,`
`161`		`- alpha=1 - (self.spec.confidence_interval_width / 100),`
	`161`	`+ alpha=1 - self.spec.confidence_interval_width,`
`162`	`162`	`)`
`163`	`163`
`164`	`164`	`fitted_values = model.predict(data_i.drop(target, axis=1))[`