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Transformers4rec ⭐ 974

Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.

Awesome Llm For Recsys ⭐ 597

Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.

Competitive Recsys ⭐ 475

A collection of resources for Recommender Systems (RecSys)

Recsys_course_at_polimi ⭐ 346

This is the official repository for the Recommender Systems course at Politecnico di Milano.

Recommendation ⭐ 324

Recommendation System using ML and DL

Torch Rechub ⭐ 285

A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.

A general purpose recommender metrics library for fair evaluation.

Recsys Dataset ⭐ 244

🛍 A real-world e-commerce dataset for session-based recommender systems research.

Rectools ⭐ 227

RecTools - library to build Recommendation Systems easier and faster than ever before

Merlin Models is a collection of deep learning recommender system model reference implementations

Recs At Resonable Scale ⭐ 166

Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow

RiVal recommender system evaluation toolkit

Recsys_course ⭐ 59

Course on recommender systems conducted at the Faculty of Computer Science, National Research University - Higher School of Economics. Academic year 2022-2023.

Awesome Recsys ⭐ 51

Curated list of recommnedation system topics

Spotify_recsys_challenge_2018 ⭐ 49

2018 Spotify ACM RecSys Challenge 2'nd Place Solution

Recsys_pytorch ⭐ 48

PyTorch implementations of Top-N recommendation, collaborative filtering recommenders.

⚡️ Implementation of TRON: Transformer Recommender using Optimized Negative-sampling, accepted at ACM RecSys 2023.

Explanation Quality Recsys ⭐ 23

Post Processing Explanations Paths in Path Reasoning Recommender Systems with Knowledge Graphs

Recsys2021 Pursuing Privacy ⭐ 18

Material supporting the tutorial "Pursuing Privacy in Recommender Systems: The View of Users and Researchers from Regulations to Applications" held at the 15th ACM Conference on Recommender Systems in Amsterdam, Netherlands

Persa.jl ⭐ 17

Recommender System framework for Julia

Fairrecsys ⭐ 14

Experiments on Generalizability of User-Oriented Fairness in Recommender Systems (SIGIR 2022)

Repository for EDM2021 paper - "Recommending Knowledge Concepts on MOOC Platforms with Meta-path-based Representation Learning"

Language Model Recommendation ⭐ 8

Resources accompanying the "Zero-Shot Recommendation as Language Modeling" paper (ECIR2022)

This is the repository for our paper "GAN-based Matrix Factorization for Recommender Systems" accepted at ACM/SIGAPP Symposium on Applied Computing (SAC '22).

This repository contains the core model we called "Collaborative filtering enhanced Content-based Filtering" published in our UMUAI article "Movie Genome: Alleviating New Item Cold Start in Movie Recommendation"

GHRS: Graph-based hybrid recommendation system with application to movie recommendation

Framework For Analyses in Recommender Systems

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