yutsai84 / rl-recommender-systemsLinks
demo of running rl-based recommender systems locally
☆12Updated 3 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
Sorting:
- The implemetation of Deep Reinforcement Learning based Recommender System from the paper Deep Reinforcement Learning based Recommendation…☆123Updated 2 years ago
- [AAAI 2024] Mab2Rec: Multi-Armed Bandits Recommender☆156Updated last year
- implement basic and contextual MAB algorithms for recommendation system☆42Updated 3 years ago
- Course project for https://deeppavlov.ai/rl_course_2020☆42Updated 2 years ago
- A Deep Learning Based Context-Aware Recommendation Library☆22Updated last year
- Tool for autodownloading recommendation systems datasets☆42Updated 3 years ago
- ☆82Updated 4 years ago
- PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models☆309Updated 3 years ago
- Multiple ways to model user preference in recommender systems☆17Updated last year
- ☆44Updated 3 years ago
- A tutorial series by Preferred.AI☆178Updated 7 months ago
- 🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.☆146Updated last year
- Multi Armed Bandits implementation using the Yahoo! Front Page Today Module User Click Log Dataset☆99Updated 4 years ago
- ☆64Updated 6 months ago
- ☆50Updated last year
- MovieLens recommendation system using reinforcement learning (GYM + PPO)☆50Updated 5 years ago
- ☆25Updated 2 years ago
- Solutions to Recommender Systems competitions☆200Updated 3 years ago
- Curated list of recommnedation system topics☆150Updated 6 months ago
- Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising☆480Updated 4 years ago
- A link to frameworks useful for the evaluation and reproducibility of recorecommendation algorithms☆64Updated last year
- Merlin Models is a collection of deep learning recommender system model reference implementations☆293Updated last year
- A lightweight contextual bandit & reinforcement learning library designed to be used in production Python services.☆70Updated 4 years ago
- A Real-World Benchmark for Reinforcement Learning based Recommender System☆233Updated last year
- Reinforced Recommendation toolkit built around pytorch 1.7☆587Updated 5 years ago
- 🛍 A real-world e-commerce dataset for session-based recommender systems research.☆360Updated 7 months ago
- We write sample code for two tower models for retrieval and add RLHF/RLAIF style alignment with a ranking model to make the retrieval mor…☆98Updated 10 months ago
- embarrassingly shallow autoencoder☆68Updated 3 years ago
- Awesome Deep Reinforcement Learning papers for industrial Search, Recommendation and Advertising.☆216Updated 4 years ago
- Bandit algorithms simulations for online learning☆88Updated 5 years ago