dawenl / stochastic_PMF
Poisson matrix factorization and autotagger
☆43Updated 9 years ago
Alternatives and similar repositories for stochastic_PMF:
Users that are interested in stochastic_PMF are comparing it to the libraries listed below
- Scalable Recommendation with Hierarchical Poisson Factorization P Gopalan, JM Hofman, DM Blei UAI, 326-335☆55Updated 9 years ago
- Collaborative Topic Modeling. P. Gopalan, L. Charlin, D.M. Blei, Content-based recommendations with Poisson factorization, NIPS 2014.☆59Updated 7 years ago
- Bayesian Poisson tensor factorization☆58Updated 3 months ago
- Implementations of matrix factorization or tensor factorization algorithms☆32Updated 8 years ago
- Dynamic version of Poisson Factorization (dPF). dPF captures the changing interest of users and the evolution of items over time accordin…☆48Updated 9 years ago
- Collaborative filtering with the GP-LVM☆25Updated 9 years ago
- Recommender systems in Python☆50Updated 10 years ago
- Deep exponential families (DEFs)☆55Updated 7 years ago
- Bernoulli Embeddings for Text☆83Updated 7 years ago
- Active learning for Big Data☆25Updated 6 years ago
- Python Matrix Factorization Module☆32Updated 9 years ago
- Poisson-Gamma dynamical systems☆16Updated 8 years ago
- Social Poisson Factorization☆26Updated 5 years ago
- TribeFlow's source code☆31Updated 7 years ago
- Dirichlet Process Mixture using PVI, SMC, Variational☆15Updated 10 years ago
- ☆36Updated 9 years ago
- Spearmint, without the gum☆42Updated 8 years ago
- Exponential family embeddings (Poisson or Bernoulli) for discrete data☆32Updated 5 years ago
- Randomized embeddings for extreme learning☆24Updated 9 years ago
- Weighted matrix factorization in Python☆70Updated 10 years ago
- code for stochastic expectation propagation☆16Updated 9 years ago
- The Matlab Code for the ICML 2015 paper "Scalable Deep Poisson Factor Analysis for Topic Modeling"☆19Updated 9 years ago
- Deep NNs for recommendations☆38Updated 8 years ago
- Bayesian Logistic Regression using Laplace approximations to the posterior.☆47Updated 8 years ago
- Movies Recommendation with Hierarchical Poisson Factorization in Edward☆18Updated 7 years ago
- Stochastic gradient routines for Theano☆102Updated 6 years ago
- ☆58Updated 9 years ago
- Deep Learning Package in Python Based on The Deep Learning Tutorials and Theano☆23Updated 10 years ago
- Tensor Factorization via Matrix Factorization☆34Updated 9 years ago
- Implicit matrix factorization as outlined in http://www2.research.att.com/~yifanhu/PUB/cf.pdf.☆18Updated 10 years ago