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Dawen Liang's Projects

cdae icon cdae

Collaborative Denoising Auto-Encoder for Top-N Recommender Systems

cofactor icon cofactor

CoFactor: Regularizing Matrix Factorization with Item Co-occurrence

expo-mf icon expo-mf

Exposure Matrix Factorization: modeling user exposure in recommendation

nbmf icon nbmf

Negative-binomial matrix factorization for recommendation

pgmult icon pgmult

Dependent multinomials made easy: stick-breaking with the Pólya-gamma augmentation

pof icon pof

The Product-of-Filters Model

pois_mf icon pois_mf

Poisson factorization and Hierarchical Poisson factorization with variational inference for recommender systems

pyclimf icon pyclimf

Collaborative Less is More Matrix Factorization in Python

pycollabtm icon pycollabtm

Python implementation of Collaborative Topic Poisson Factorization

vae_cf icon vae_cf

Variational autoencoders for collaborative filtering

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