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.

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