Phương pháp khác nghiên cứu về hệ thống recommendation - Nguyễn Công Trình
DeepCTR
DeepCTR is a Easy-to-use,Modular and Extendible package of deep-learning based CTR models along with lots of core components layers which can be used to build your own custom model easily.It is implemented by tensorflow.You can use any complex model with
model.fit()
and model.predict()
.Wide & Deep | [DLRS 2016]Wide & Deep Learning for Recommender Systems |
DeepFM | [IJCAI 2017]DeepFM: A Factorization-Machine based Neural Network for CTR Prediction |
Piece-wise Linear Model | [arxiv 2017]Learning Piece-wise Linear Models from Large Scale Data for Ad Click Prediction |
Đọc hết tại đây :https://github.com/shenweichen/DeepCTR/blob/master/README.md
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