Wide and Deep Learning for Recommender Systems
Code The code can be found within this PDF Can also be found within this repo at static/images/wide_and_deep/wide_and_deep.pdf Overview This is a passion project I’ve been working on to deepen my understanding of recommender systems in my free time. While I’ve previously implemented simpler methods—such as matrix factorization or with basic content-based filtering, this project is my attempt to implement a more elegant solution inspired by this paper. Architecture Summary The model processes inputs related to user–item pairs and leverages two components: ...