colby-j-wise / ParticleThompsonSamplingMAB
Multi-Arm Bandits for online recommendations via Particle Thompson Sampling with Probabilistic Matrix Factorization
☆14Updated 6 years ago
Alternatives and similar repositories for ParticleThompsonSamplingMAB:
Users that are interested in ParticleThompsonSamplingMAB are comparing it to the libraries listed below
- Bootstrap (Linear) Thompson Sampling☆13Updated 8 years ago
- Implementing LinUCB and HybridLinUCB in Python.☆48Updated 6 years ago
- Predict and recommend the news articles, user is most likely to click in real time.☆30Updated 6 years ago
- Stream Data based News Recommendation - Contextual Bandit Approach☆48Updated 7 years ago
- code for ResSys'18 paper: "Exploring Recommendations Under User-Controlled Data Filtering"☆23Updated 6 years ago
- This is a paper list for recent studies on optimization algorithms.☆12Updated 6 years ago
- Toy implementation of SLIM and SSLIM Recommendation methods.☆41Updated 6 years ago
- ☆11Updated 6 years ago
- ☆42Updated 8 years ago
- ☆17Updated 7 years ago
- Implementation of AutoSVD++ (SIGIR 2017)☆15Updated 6 years ago
- This is a new deep learning model for recommender system, which we called PHD☆32Updated 6 years ago
- Contextual Recommendation Implementation for Research Purposes☆19Updated 8 months ago
- GRu4Rec in TensorFlow☆14Updated 6 years ago
- paper list in the area of reinforcenment learning for recommendation systems☆24Updated 4 years ago
- Hybrid Linear UCB bandit learning algorithm L Li(2010) python code☆56Updated 9 years ago
- Code for paper "On Sampling Strategies for Neural Network-based Collaborative Filtering"☆39Updated 7 years ago
- ☆11Updated 5 years ago
- ☆17Updated 4 years ago
- deep learning for recommender system☆45Updated 6 years ago
- A deep reinforcement learning approach to search engine ranking (PyTorch). Final Project for UC Berkeley's CS 285: Deep Reinforcement Lea…☆27Updated 10 months ago
- ☆52Updated 5 years ago
- (RecSys2020) "Doubly Robust Estimator for Ranking Metrics with Post-Click Conversions"☆24Updated last year
- (WSDM2022 Best Paper Award Runner-Up) "Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model"☆13Updated last year
- Deep Learning for Recommendation☆34Updated 7 years ago
- Python code for the post "Adversarial Bandits and the Exp3 Algorithm"☆51Updated 4 years ago
- Python + TensorFlow implementation of the DropoutNet model☆13Updated 7 years ago
- A set of RL experiments. Currently including: (1) the MDP rank experiment, based on policy gradient algorithm☆27Updated 3 years ago
- ☆53Updated 6 years ago
- ☆83Updated 6 years ago