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2026数据科学与大数据技术一套 基于XGBoost-Prophet预测与智能优化的仓储网络库存分配模型研究4.26-AI通过(论文+程序代码源码+Q1T2的图像与模型保存+数据表)定稿.zip

2026数据科学与大数据技术一套 基于XGBoost-Prophet预测与智能优化的仓储网络库存分配模型研究4.26-AI通过(论文+程序代码源码+Q1T2的图像与模型保存+数据表)定稿.zip
收起资源包目录
  • 数据科学与大数据技术 基于XGBoost-Prophet预测与智能优化的仓储网络库存分配模型研究4.26-AI通过.docx(1.36 MB)
  • 毕业代码&附件
    • 毕业代码&附件
      • (原附件11)库存数据清洗后的结果.csv(76.09 KB)
      • (原附件3)各个仓库属性.csv(5.23 KB)
      • (原附件4)各品类关联度.csv(85.96 KB)
      • (原附件5)高级分类.csv(10.34 KB)
      • affinity_matrix.csv(495.95 KB)
      • affinity_matrix_gbk.csv(495.96 KB)
      • Q1T2的图像与模型保存
        • category102_prediction.png(43.43 KB)
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      • result11(ownchange).csv(14.98 KB)
      • 代码
        • 代码
          • 代码
            • Q1总代码
              • (数据清洗)Q1_data_附件1.py(2.54 KB)
              • (数据清洗)Q1_data_附件2.py(1.53 KB)
              • (无关紧要的代码)分离销量预测.py(1.9 KB)
              • Q1_日销量.py(6.85 KB)
              • Q1_月均库存量_Xboost.py(4.98 KB)
              • 众数填充.py(765 B)
              • 去除首行时间.py(577 B)
              • 可视化1.py(773 B)
              • 缺失数据处理.py(1.93 KB)
            • Q2总代码
              • (非主要)关联度矩阵转化.py(1.31 KB)
              • Q2模拟退火.py(5.08 KB)
              • Q2的第二种解题方式PSO.py(4.87 KB)
            • Q3总代码
              • Q3.py(8.22 KB)
              • 编码方式检查.py(354 B)
              • 编码方式转换.py(488 B)
      • 分离空缺销量.xlsx(11.94 KB)
      • 副本库存重排数据.xlsx(33.9 KB)
      • 副本销量重排数据.xlsx(289.91 KB)
      • 日销量2.csv(576.71 KB)
      • 月均库存量1.csv(9.67 KB)
      • 未来三个月预测值.xlsx(9.78 KB)
      • 销量重排数据(去时间)(填充)(众数填充).xlsx(309.2 KB)
      • 附件1.csv(86.85 KB)
      • 附件2.csv(1.48 MB)
      • 附件22.csv(1.23 MB)

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2026数据科学与大数据技术一套 基于XGBoost-Prophet预测与智能优化的仓储网络库存分配模型研究4.26-AI通过(论文+程序代码源码+Q1T2的图像与模型保存+数据表)定稿.zip

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