There are 12 repositories under recsys topic.
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.
Compilation of high-profile real-world examples of failed machine learning projects
A collection of resources for Recommender Systems (RecSys)
Recommendation System using ML and DL
This is the official repository for the Recommender Systems course at Politecnico di Milano.
A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.
🛍 A real-world e-commerce dataset for session-based recommender systems research.
A general purpose recommender metrics library for fair evaluation.
Merlin Models is a collection of deep learning recommender system model reference implementations
RecTools - library to build Recommendation Systems easier and faster than ever before
Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow
The goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., attacking and defense recommendation models), (ii) to show another successful application of AML in generative adversarial networks (GANs) for generative applications, thanks to their ability for learning (high-dimensional) data distributions. In this survey, we provide an exhaustive literature review of 74 articles published in major RS and ML journals and conferences. This review serves as a reference for the RS community, working on the security of RS or on generative models using GANs to improve their quality.
RiVal recommender system evaluation toolkit
PyTorch implementations of Top-N recommendation, collaborative filtering recommenders.
A Tensorflow based implicit recommender system
Course on recommender systems conducted at the Faculty of Computer Science, National Research University - Higher School of Economics. Academic year 2022-2023.
🍁 AI를 활용한 메이플스토리 코디 추천 서비스👚👕
Curated list of recommnedation system topics
2018 Spotify ACM RecSys Challenge 2'nd Place Solution
Parameter Server implementation in Apache Flink
This project implements different Deep Autoencoder for Collaborative Filtering for Recommendation Systems in Keras
Tutorials and examples of various recommender systems in industrial applications
[Official Codes] Experiments on Generalizability of User-Oriented Fairness in Recommender Systems (SIGIR 2022)
Post Processing Explanations Paths in Path Reasoning Recommender Systems with Knowledge Graphs
Repository for "VisRec: A Hands-on Tutorial on Deep Learning for Visual Recommender Systems" at ACM IUI 2021 conference