j-wang / BanditEmpirical
Empirical tests of various bandit algorithms.
☆16Updated 10 years ago
Alternatives and similar repositories for BanditEmpirical:
Users that are interested in BanditEmpirical are comparing it to the libraries listed below
- Epsilon-greedy, softmax and LinUCB contextual bandit implementations [recommender systems]☆48Updated 5 years ago
- Semi-synthetic experiments to test several approaches for off-policy evaluation and optimization of slate recommenders.☆43Updated 7 years ago
- ☆11Updated 8 years ago
- Non-stationary Off-policy Evaluation☆13Updated 6 years ago
- Library for Multi-Armed Bandit Algorithms☆57Updated 7 years ago
- Dynamic version of Poisson Factorization (dPF). dPF captures the changing interest of users and the evolution of items over time accordin…☆48Updated 8 years ago
- Gaussian Process Factorization Machines for Context-aware Recommendations☆42Updated 9 years ago
- Starter kit for getting started in the NIPS 2017 Criteo Ad Placement Challenge☆19Updated 7 years ago
- Experimentation for oracle based contextual bandit algorithms.☆31Updated 2 years ago
- A framework to evaluate recommender system algorithms☆27Updated 6 years ago
- Source code for our paper "Joint Policy-Value Learning for Recommendation" published at KDD 2020.☆22Updated last year
- Contextual bandit in python☆110Updated 3 years ago
- Scalable Recommendation with Hierarchical Poisson Factorization P Gopalan, JM Hofman, DM Blei UAI, 326-335☆55Updated 9 years ago
- Exponential family embeddings (Poisson or Bernoulli) for discrete data☆32Updated 5 years ago
- An experiment with Thompson sampling and TD(0) on a grid world variant☆17Updated 11 years ago
- Stochastic Gradient Riemannian Langevin Dynamics☆33Updated 9 years ago
- Collaborative filtering with the GP-LVM☆25Updated 9 years ago
- Code for the icml paper "zero inflated exponential family embedding"☆29Updated 7 years ago
- lecture notes for probabilistic topic models using ipython notebook☆22Updated 10 years ago
- The information sieve for discrete variables.☆36Updated 8 years ago
- Gopalan, P., Ruiz, F. J., Ranganath, R., & Blei, D. M. (2014). Bayesian Nonparametric Poisson Factorization for Recommendation Systems. I…☆15Updated 10 years ago
- Deep exponential families (DEFs)☆55Updated 7 years ago
- Empirical Likelihood for Contextual Bandits☆12Updated 4 years ago
- Deep recommendation system☆13Updated 8 years ago
- Social Poisson Factorization☆26Updated 5 years ago
- Active learning for Big Data☆25Updated 6 years ago
- Linear Recommender AAAI-16 code☆20Updated 7 years ago
- Public repository for the work on bandit problems☆23Updated 10 months ago
- ☆36Updated 9 years ago
- gFM: An Efficient Solver for generalized Factorization Machine☆8Updated 8 years ago