aschein / bptf
Bayesian Poisson tensor factorization
☆58Updated 5 months ago
Alternatives and similar repositories for bptf:
Users that are interested in bptf are comparing it to the libraries listed below
- Deep exponential families (DEFs)☆55Updated 7 years ago
- Poisson-Gamma dynamical systems☆16Updated 8 years ago
- Scalable Recommendation with Hierarchical Poisson Factorization P Gopalan, JM Hofman, DM Blei UAI, 326-335☆55Updated 9 years ago
- Efficient discovery of overlapping communities in massive networks PK Gopalan, DM Blei Proceedings of the National Academy of Sciences 11…☆74Updated 4 years ago
- Revealing mesocale structures of time-varying networks through non-negative tensor factorization☆45Updated 9 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
- Bayesian Poisson Tucker decomposition☆17Updated 8 years ago
- The Matlab Code for the ICML 2015 paper "Scalable Deep Poisson Factor Analysis for Topic Modeling"☆19Updated 9 years ago
- Non-parametric Bayesian in Python, including Indian buffet process (IBP), hierarchical Dirichlet process (HDP).☆73Updated 9 years ago
- Social Poisson Factorization☆26Updated 6 years ago
- Poisson matrix factorization and autotagger☆43Updated 9 years ago
- Code for the icml paper "zero inflated exponential family embedding"☆29Updated 7 years ago
- Exponential family embeddings (Poisson or Bernoulli) for discrete data☆32Updated 5 years ago
- Implements supervised topic models with a categorical response.☆64Updated 3 years ago
- Bernoulli Embeddings for Text☆83Updated 7 years ago
- Collaborative filtering with the GP-LVM☆25Updated 9 years ago
- Mixed Membership Stochastic Blockmodel Implementation with 3 Inference Schemes☆24Updated 9 years ago
- This is code associated with the paper: Broderick, T, Boyd, N, Wibisono, A, Wilson, AC, and Jordan, MI. Streaming variational Bayes. Neur…☆41Updated 10 years ago
- ☆29Updated 7 years ago
- Code for "Hierarchical Dirichlet-Hawkes process: generative model and inference algorithm", WWW 2017☆36Updated 6 years ago
- TribeFlow's source code☆32Updated 7 years ago
- Dependent multinomials made easy: stick-breaking with the Pólya-gamma augmentation☆61Updated 4 years ago
- Implementations of matrix factorization or tensor factorization algorithms☆32Updated 8 years ago
- Reimplementation of deepwalk algorithm from https://github.com/phanein/deepwalk☆38Updated 9 years ago
- Sparse Beta-Divergence Tensor Factorization Library☆48Updated 9 years ago
- NPHC☆17Updated 3 years ago
- Implementation of stochastic variational inference for Bayesian hidden Markov models.☆66Updated 7 years ago
- Fast C code for sampling Polya-gamma random variates. Builds on Jesse Windle's BayesLogit library.☆82Updated 4 years ago
- Movies Recommendation with Hierarchical Poisson Factorization in Edward☆18Updated 7 years ago
- Edward content including papers, posters, and talks☆91Updated 4 years ago