Models

Classic Models

Logistic Regression

Note

Logistic Regression

Factorization Machine

Note

Factorization Machine by Osaka Univ.

Field-aware Factorization Machine

Note

Field-aware Factorization Machine by Criteo, CMU & NTU

Deep Learning Models

Wide and Deep Model

Note

[x] Wide and Deep by Google

Deep Factorization Machine

Note

[x] DeepFM by Huawei & HIT

Neural Factorization Machine

Note

[x] Neural Factorization Machine by NUS

Field-aware Neural Factorization Machine

Note

[x] Field-aware Neural Factorization Machine

Factorization-supported Neural Network

Todo

Factorization-supported Neural Network

Product-based Neural Network

Todo

Product-based Neural Network

Attentional Factorization Machine

Todo

Attentional Factorization Machine

Deep and Cross Network

Todo

Deep and Cross Network

Deep Interest Network

Todo

Deep Interest Network

eXtreme Deep Factorization Machine

Todo

eXtreme Deep Factorization Machine