yutsai84 / rl-recommender-systems
demo of running rl-based recommender systems locally
☆11Updated 2 years ago
Alternatives and similar repositories for rl-recommender-systems:
Users that are interested in rl-recommender-systems are comparing it to the libraries listed below
- The implemetation of Deep Reinforcement Learning based Recommender System from the paper Deep Reinforcement Learning based Recommendation…☆113Updated last year
- Course project for https://deeppavlov.ai/rl_course_2020☆40Updated 2 years ago
- implement basic and contextual MAB algorithms for recommendation system☆37Updated 3 years ago
- A beer recommendation system using multi-armed bandit approach to solve cold start problems☆11Updated 4 years ago
- Recohut Data Bootcamps☆12Updated 2 years ago
- Recommender Systems are the systems designed to that are designed to recommend things to the user based on many different factors. These …☆18Updated 2 years ago
- A Deep Learning Based Context-Aware Recommendation Library☆22Updated 5 months ago
- embarrassingly shallow autoencoder☆68Updated 3 years ago
- ☆84Updated 3 years ago
- Deep Reinforcement Learning for Movies Recommendation System☆80Updated 5 years ago
- Multi Armed Bandits implementation using the Yahoo! Front Page Today Module User Click Log Dataset☆99Updated 3 years ago
- MovieLens recommendation system using reinforcement learning (GYM + PPO)☆49Updated 4 years ago
- A toolkit of Reinforcement Learning based Recommendation (RL4Rec)☆23Updated 3 years ago
- ☆51Updated last year
- Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising☆474Updated 3 years ago
- Source code and data from the RecSys 2020 article "Carousel Personalization in Music Streaming Apps with Contextual Bandits" by W. Bendad…☆55Updated 4 years ago
- Customizable RecSys Simulator for OpenAI Gym☆27Updated 3 years ago
- Interactive Recommender Systems Framework☆24Updated last year
- A Real-World Benchmark for Reinforcement Learning based Recommender System☆229Updated last year
- RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems☆118Updated 3 years ago
- Deep reinforcement learning for recommendation system☆182Updated 5 years ago
- A lightweight contextual bandit & reinforcement learning library designed to be used in production Python services.☆66Updated 3 years ago
- A link to frameworks useful for the evaluation and reproducibility of recorecommendation algorithms☆57Updated 6 months ago
- Official repo for FF19: Session-based Recommender Systems☆41Updated 3 years ago
- ☆50Updated 4 years ago
- Multi-Armed Bandit algorithms applied to the MovieLens 20M dataset☆56Updated 4 years ago
- Framework for Interactive Evaluation of Recommender Systems☆36Updated last year
- Beta-RecSys: Build, Evaluate and Tune Automated Recommender Systems☆168Updated last month
- rushhan / Generative-Adversarial-User-Model-for-Reinforcement-Learning-Based-Recommendation-System-Pytorch☆40Updated 2 years ago
- Implementation of Embarrassingly Shallow Autoencoders (Harald Steck) in PyTorch☆35Updated last year