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Tao Lian's Projects

ntsgp icon ntsgp

Educational Recommender Systems

plsa icon plsa

Latent Semantic Models for Collaborative filtering (For 0-1 Recommendation)

ranksys icon ranksys

Java 8 Recommender Systems framework for novelty, diversity and much more

recsys19 icon recsys19

Software to supplement the Recsys'19 paper "Predictability Limits in Session-based Next Item Recommendation"

recsys2019_deeplearning_evaluation icon 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"

recsys_course_2018 icon recsys_course_2018

This is the official repository for the 2018 Recommender Systems course at Polimi.

sars_tutorial icon sars_tutorial

Repository for the tutorial on Sequence-Aware Recommender Systems held at TheWebConf 2019 and ACM RecSys 2018

sasrec icon sasrec

SASRec: Self-Attentive Sequential Recommendation

sdm icon sdm

Sequential deep matching model for recommender system at alibaba.

sets2sets icon sets2sets

Sequential sets to sequential sets learning

sigir16-eals icon sigir16-eals

Experiments codes for SIGIR'16 paper "Fast Matrix Factorization for Online Recommendation with Implicit Feedback "

spotify-recsys-challenge icon spotify-recsys-challenge

A complete set of Recommender Systems techniques used in the Spotify Recsys Challenge 2018 developed by a team of MSc students in Politecnico di Milano.

thutag icon thutag

A Package of Keyphrase Extraction and Social Tag Suggestion

tisasrec icon tisasrec

TensorFlow implementation for paper Time Interval Aware Self-Attention for Sequential Recommendation.

tmrn icon tmrn

TMRN is the original Theano implementation of the algorithm in "Taxonomy-aware Multi-hop Reasoning Networks for Sequential Recommendation" paper, published at WSDM 2019.

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