RecTools - library to build Recommendation Systems easier and faster than ever before
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Updated
May 31, 2024 - Python
RecTools - library to build Recommendation Systems easier and faster than ever before
Collaborative and hybrid recommendation systems
This hosts the code and appendix of the SIGIR 2024 full paper "Can We Trust Recommender System Fairness Evaluation: The Role of Fairness and Relevance"
Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152, ICML'24).
I want to crawl imdb movie data and want to recommend movies based on various features of individual movies
MovieGPT: A RAG, Gen AI application for Movie Recommendations
Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.
A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.
Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
Compilation of high-profile real-world examples of failed machine learning projects
Course on recommender systems conducted at the Faculty of Computer Science, National Research University - Higher School of Economics. Academic year 2022-2023.
Merlin Models is a collection of deep learning recommender system model reference implementations
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
A little packages for recsys
A recsys for healthy recipes, integrated into a telegram chatbot and focused on persuasive explanations to encourage users to adopt healthier eating habits.
Unofficial implementation of generative recommender (GR) with Hierarchical Sequential Transduction Unit (HSTU) from Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations
[AAAI 2024] Mab2Rec: Multi-Armed Bandits Recommender
Polimi's 2023/24 RecSys Course Challenge Solution
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