内容部分修改

src/core/modeling/modeling_batch.py

@@ -40,6 +40,10 @@ CB_AVAILABLE = False  # 注释掉catboost
 import sys
 import os
 
+# PyInstaller 打包环境感知：EXE 模式下强制单核，防止 Windows 派生无限重启
+is_frozen_env = getattr(sys, 'frozen', False)
+safe_n_jobs = 1 if is_frozen_env else -1
+
 from src.preprocessing.spectral_Preprocessing import Preprocessing
 
 
@@ -643,7 +647,7 @@ class WaterQualityModelingBatch:
             config['params'],
             cv=cv_strategy,
             scoring=scoring,
-            n_jobs=-1,
+            n_jobs=safe_n_jobs,
             verbose=1
         )