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ChaoLiang's Projects

difacto_dmlc icon difacto_dmlc

Distributed FM and LR based on Parameter Server with Ftrl

rec_now icon rec_now

recommend now (rec_now) 是一个推荐算法的基础库,目的在于简化推荐模型的开发。 本项目基于tensorflow2和python3实现,兼容使用tensorflow1.x API的[无量训练框架](https://git.woa.com/deep_learning_framework/NumerousTensorFlow),并在生产环境中得到了充分验证。 其中,基于in-batch方式计算pairwise的方式,已经在QQ浏览器信息流的精排、粗排、召回排序等环节得到了广泛应用,并使得在线GAUC指标提升1%以上。

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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