btyzkelili/Recommender-Systems-Samples

Codes repository for RecSys and DeepLearnig, RecSys and ReinForcement learning and Traditioinal RecSys.

RecSys And Deep Learning

Attention

• AFM ---------------------paper/code
• DIN ---------------------paper/code

DNN

• FNN ---------------------paper/code

• NCF ---------------------paper/code

• NFM ---------------------paper/code

• PNN ---------------------paper/code

RecSys Traditional

DecisionTree

• LR+GBDT ---------------------paper/code

MF

• SVD ---------------------机器学习实战/code
• FunkSVD(LFM) ---------------------推荐系统实践/code
• SVD++ ---------------------paper/code
• FM ---------------------paper/code
• FFM ---------------------paper/code