实现阿里巴巴2018年论文中的ESMM模型。链接:https://zhuanlan.zhihu.com/p/37562283 用于优化环球易购网购平台GearBest搜索页的商品排序。 排序利用模型预测的分数CTCVR(CTR·CVR)。
参见名为“ctcvr-prediction/泛化效果图”文件夹。 效果图左侧为一周内的热销商品,右侧为根据热销商品泛化出的更多商品。
This project forked from wutenghu/esearch-ctcvr-prediction
This project is designed to provide smart sorting service for www.gearbest.com by implementing ESMM deep learning model
实现阿里巴巴2018年论文中的ESMM模型。链接:https://zhuanlan.zhihu.com/p/37562283 用于优化环球易购网购平台GearBest搜索页的商品排序。 排序利用模型预测的分数CTCVR(CTR·CVR)。
参见名为“ctcvr-prediction/泛化效果图”文件夹。 效果图左侧为一周内的热销商品,右侧为根据热销商品泛化出的更多商品。
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