various recommend system using xlearn, dlrm using openrec, deepfm and xdeepfm using deepCTR
You can test this codes using criteo Display Ad dataset which is CTR data http://labs.criteo.com/2014/02/kaggle-display-advertising-challenge-dataset/
Logistic regression, FM, FFM models use xlearn package deepFM, DCN, XdeepFM models use deepCTR package DLRM model uses openrec package