bdci-2018-supply-chain-demand-forecast's Introduction

BDCI-2018-Supply-Chain-Demand-Forecast

初赛Rank1 复赛Rank1 2018 CCF 大数据与计算智能大赛供应链需求预测 Miracccccccle

大赛介绍：

2018-CCF-Big Data and Computational Intelligence Competition (BDCI 2018) - Supply Chain Demand Forecast

2018-CCF-大数据与计算智能大赛（BDCI 2018）BDCI 2018 -供应链需求预测

赛题链接：

供应链需求预测赛题链接

赛题解读：

数据：执御平台上沙特阿拉伯市场的历史数据积累，数据时间跨度为2017年3月1日至2018年3月16日数据。

商品属性数据，商品的市场表现数据，营销信息数据，也可爬取外部数据如：宗教和天气数据。

目标：预测2018年5月1日起，未来5周的sku_id的每一周的销量值。

其他说明：

1、dataset中存放数据集：数据下载链接提取码: dh59

2、word为代码执行说明文件，程序执行流程及运行环境里面有详细说明；

3、pdf为决赛答辩ppt，整体建模思路在里面有详细说明；

4、当前目录下的py文件分别是我们的模型代码，规则代码，融合代码，运行0-run.py即可以获取最终结果；

5、团队成员都不是属于牛人系列，其中的代码也都是相当普通、相当常规的操作，代码或是思路有什么纰漏之处还请谅解和包涵，真心感谢！

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