EasyRec: An easy-to-use, extendable and efficient framework for building industrial recommendation systems
Cheng, Mengli, Gao, Yue, Liu, Guoqiang, Jin, HongSheng, Zhang, Xiaowen
–arXiv.org Artificial Intelligence
Our EasyRec framework is superior in the following aspects: first, EasyRec adopts a modular and pluggable design pattern to reduce the efforts to build custom models; second, EasyRec implements hyper-parameter optimization and feature selection algorithms to improve model performance automatically; third, EasyRec applies online learning to fast adapt to the ever-changing data distribution.
arXiv.org Artificial Intelligence
Sep-26-2022
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