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参赛者需要根据给出的基金净值、基金业绩比较基准、对应指数行情、基金间相关性等数据,构建模型、算法进行训练。然后针对大赛提供的测试样本,通过算法或模型预测出之后一段时间内基金间的相关性情况。

Jupyter Notebook 46.38% Python 53.62%

datafountain_fund-correlation-forecast_top10's Introduction

DataFountain_Fund-Correlation-Forecast-Top10团队解决方案(全网首发)

赛题说明

参赛者需要根据给出的基金净值、基金业绩比较基准、对应指数行情、基金间相关性等数据,构建模型、算法进行训练。 然后针对大赛提供的测试样本,通过算法或模型预测出之后一段时间内基金间的相关性情况。

赛题背景

指旺财富是宜信财富旗下平台,为高速成长的新锐中产人群提供基于目标的财富规划和咨询服务。 基金作为投资理财的一个重要工具,是指旺财富关注的投资品种之一。 而研究基金的特征和性质,则是形成正确投资规划的一个必要步骤,也是指旺财富投资研究团队正在进行的工作。

基金间的相关性是基金的重要特征。根据金融学原理,一个基金组合的整体风险,不仅和其中各只基金的风险水平有关, 还和这些基金之间的相关性有关。构造一个基金之间相关性小、或者说分散程度高的基金组合,能在保持一定收益水平的基础上,降低整体风险。 因此,对基金之间的相关性进行预测,有助于我们构建一个好的基金组合。

仓库说明

此仓库源码文件包括DataFountain大赛-基金相关性预测初赛和复赛以及初赛复赛数据

因数据格式比较大,放在百度云盘,大家可以转存到自己网盘或者直接下载

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