🌐 [translation-sync] [python_essentials.md] Update np.random → Generator API (#117)

* Update translation: lectures/python_essentials.md

* Update translation: .translate/state/python_essentials.md.yml

Author: mmcky

.translate/state/python_essentials.md.yml

@@ -1,6 +1,6 @@
-source-sha: 6d0df81899e042268a0081b71af2cedc438613b5
-synced-at: "2026-03-20"
-model: unknown
-mode: RESYNC
+source-sha: c5711217457a71e75710450b7b379fac9d05af1b
+synced-at: "2026-05-02"
+model: claude-sonnet-4-6
+mode: UPDATE
 section-count: 7
-tool-version: 0.13.0
+tool-version: 0.14.1

lectures/python_essentials.md

@@ -1063,10 +1063,11 @@ def linapprox(f, a, b, n, x):
 ```{code-cell} python3
 import numpy as np
 
+rng = np.random.default_rng()
 n = 100
 ϵ_values = []
 for i in range(n):
-    e = np.random.randn()
+    e = rng.standard_normal()
     ϵ_values.append(e)
 ```
 
@@ -1080,9 +1081,10 @@ for i in range(n):
 یک راه‌حل این است:
 
 ```{code-cell} python3
+rng = np.random.default_rng()
 n = 100
-ϵ_values = [np.random.randn() for i in range(n)]
+ϵ_values = [rng.standard_normal() for i in range(n)]
 ```
 
 ```{solution-end}
-```
+```