lyf-1 / Rec

Overview

Rec

• Survey Paper2019-1 | Paper2019-2
• CTR CTR.md : BPRLoss CF FM | DIN DIEN ...
• Match match.md : TODO: shimo
• Sequential/Session based RS SRS.md : RNN CNN Attention MemoryNetwork | word2vec NCE
• Interactivate RS IRS.md
• Learning to Rank L2R.md
• Metrics blog
• Computational Advertising LiuPeng

Related knowledge

• Sequence model note
• GNN note : GNN survey | GNN for Rec | Knowledge graph
• Distillation
• Constrastive Learning
• Multi-task Learning
• BN & LN code
• Pre-trained Model
• Tensorflow tf.md : tensorflow | xdl
• ......