Rename lambda variable for clarity in mean_shift.py

PRERITARYA · web-flow · commit ac420b9eb3f8 · 2026-06-25T08:18:30.000+05:30
diff --git a/machine_learning/mean_shift.py b/machine_learning/mean_shift.py
@@ -244,7 +244,7 @@ def mean_shift(
     labels = [
         min(
             range(len(centroids)),
-            key=lambda i: euclidean_distance(point, centroids[i]),
+            key=lambda centroid_index: euclidean_distance(point, centroids[centroid_index]),
         )
         for point in data
     ]

Original file line number	Diff line number	Diff line change
`@@ -244,7 +244,7 @@ def mean_shift(`
`244`	`244`	`labels = [`
`245`	`245`	`min(`
`246`	`246`	`range(len(centroids)),`
`247`		`- key=lambda i: euclidean_distance(point, centroids[i]),`
	`247`	`+ key=lambda centroid_index: euclidean_distance(point, centroids[centroid_index]),`
`248`	`248`	`)`
`249`	`249`	`for point in data`
`250`	`250`	`]`