3RecommendationSystemAlgorithms
SVD & BPR+MatrixFactorization using a movie rating dataset; RNN+BPR+BPTT using taobao marketing dataset
Install / Use
/learn @tangrizzly/3RecommendationSystemAlgorithmsREADME
3RecommendationSystemAlgorithms
SVD & BPR+MatrixFactorization
using a movie rating dataset
RNN+BPR+BPTT
using taobao marketing dataset
reference:
- Yehuda Koren and Robert Bell: Advances in Collaborative Filtering
- Steffen Rendle, Christoph Freudenthaler, Zeno Gantner and Lars Schmidt-Thieme: BPR: Bayesian Personalized Ranking from Implicit Feedback
- Liu, Wu, Wang: Context-aware Sequential Recommendation
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