feat: 完成共享单车课程设计

outputs/analysis_summary.json

@@ -0,0 +1,100 @@
+{
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+    "columns": 16,
+    "future_rows": 100,
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+  "best_test_metrics": {
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+  "importance_method": "GradientBoostingRegressor 内置重要性",
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+  "outputs": {
+    "figures": [
+      "/root/bike_course_design/outputs/figures/actual_vs_predicted.png",
+      "/root/bike_course_design/outputs/figures/feature_importance.png",
+      "/root/bike_course_design/outputs/figures/future_prediction_trend.png",
+      "/root/bike_course_design/outputs/figures/historical_trend.png",
+      "/root/bike_course_design/outputs/figures/residual_distribution.png"
+    ],
+    "best_model": "/root/bike_course_design/outputs/models/best_bike_demand_model.pkl",
+    "prediction_excel": "/root/bike_course_design/outputs/2013前100天骑行量预测结果.xlsx"
+  }
+}