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ijcai_18_neurec-forked

Implementation of NeuRec (IJCAI 2018)

ijcai_19_cfm-forked

infinite_ae_cf

∞-AE model's implementation in JAX. Kernel-only method outperforms complicated SoTA models with a closed-form solution and a single hyper-parameter.

kdd_15_cdl-forked

Code for 'Collaborative Deep Learning for Recommender Systems' - SIGKDD

kdd_17_collaborativevae-forked

kdd_17_fmg-forked

KDD17_FMG

kdd_18_mcrec-forked

Source code for KDD 2018 paper "Leverage Meta-path based Context for Top-N Recommendation with a Neural Co-Attention Model"

kdd_18_mpcn-forked

Code for our KDD 2018 Paper "Multi-Pointer Co-Attention Networks for Recommendation"

kdd_18_rank_distill-forked

A PyTorch implementation of Ranking Distillation

kdd_18_stamp-forked

kdd_18_xdeepfm-forked

mauriziofd.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

quantumjsp

A heuristic approach on how to optimally schedule jobs using D-Wave's quantum computer

recsys-challenge-2019-trivago

The complete code and notebooks used for the ACM Recommender Systems Challenge 2019 by our team Policloud8 at Politecnico di Milano

recsys-challenge-2020-twitter

The complete code and notebooks used for the ACM Recommender Systems Challenge 2020 by our team BanaNeverAlone at Politecnico di Milano

recsys2019_deeplearning_evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

recsys_16_convmf-forked

Code for our paper Convolutaional Matrix Factorization for Document Context-Aware Recommendation (RecSys 2016)

recsys_18_spectralcf-forked

recsys_course_2017

DEPRECATED This is the official repository for the 2017 Recommender Systems course at Polimi.

recsys_course_at_polimi

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

sigir_17_neural_factorization_machine-forked

TenforFlow Implementation of Neural Factorization Machine

sigir_18_cara-forked

An implementation of Contextual Attention Recurrent Architecture (SIGIR 2018)

sigir_18_collaborativememorynetwork-forked

Collaborative Memory Network for Recommendation Systems, SIGIR 2018

sigir_18_mter-forked

SIGIR18‘ Explainable Recommendation via Multi-Task Learning in Opinionated Text Data

sigir_19_enmf-forked

This is our implementation of ENMF: Efficient Neural Matrix Factorization

sigir_19_neural_graph_collaborative_filtering

Neural Graph Collaborative Filtering, SIGIR2019

sigir_22_cgkr

sigir_22_gdcf

Source code for SIGIR 2022 paper "Geometric Disentangled Collaborative Filtering"

sigir_22_gde

SIGIR 2022 Paper: Less is More: Reweighting Important Spectral Graph Features for Recommendation

sigir_22_hakg

Source code for HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation. SIGIR 2022.