Pinned Repositories
annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
Attentive-Group-Recommendation
Attentive Group Recommendation
bert
TensorFlow code and pre-trained models for BERT
bp_nmf
Beta process sparse NMF
BPTF
Temporal Collaborative Filtering with Bayesian Probabilistic Tensor Factorization
CA-LDA
A Mallet fork with support for CA-LDA described in paper: Immersive Recommendation at WWW'2016
Capsule-Network-Tutorial
Pytorch easy-to-follow Capsule Network tutorial
CARP
The implementation of “A Capsule Network for Recommendation and Explaining What You Like and Dislike”, Chenliang Li, Cong Quan, Li Peng, Yunwei Qi, Yuming Deng, Libing Wu
CARSKit
Java-Based Context-aware Recommendation Library
taolian's Repositories
taolian/Attentive-Group-Recommendation
Attentive Group Recommendation
taolian/bert
TensorFlow code and pre-trained models for BERT
taolian/Capsule-Network-Tutorial
Pytorch easy-to-follow Capsule Network tutorial
taolian/CARP
The implementation of “A Capsule Network for Recommendation and Explaining What You Like and Dislike”, Chenliang Li, Cong Quan, Li Peng, Yunwei Qi, Yuming Deng, Libing Wu
taolian/caser_pytorch
A PyTorch implementation of Convolutional Sequence Embedding Recommendation Model (Caser)
taolian/CSRM_SIGIR2019
A Collaborative Session-based Recommendation Approach with Parallel Memory Modules, SIGIR 2019
taolian/DREAM
rnn based model for recommendations
taolian/glove-python
Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/
taolian/GRU4Rec
GRU4Rec is the original Theano implementation of the algorithm in "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016 and its follow-up "Recurrent Neural Networks with Top-k Gains for Session-based Recommendations". The code is optimized for execution on the GPU.
taolian/hgru4rec
Code for our ACM RecSys 2017 paper "Personalizing Session-based Recommendation with Hierarchical Recurrent Neural Networks"
taolian/knowledge_graph_attention_network
KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019
taolian/lambda-opt
Pytorch implementation of λOpt: Learn to Regularize Recommender Models in Finer Levels, KDD 2019
taolian/mgcnn
Multi-Graph Convolutional Neural Networks
taolian/neural-collaborative-filtering
pytorch version of neural collaborative filtering
taolian/Neural-EM
Code for the "Neural Expectation Maximization" paper.
taolian/recommender_datasets
A common format and repository for various recommender datasets.
taolian/recsys19
Software to supplement the Recsys'19 paper "Predictability Limits in Session-based Next Item Recommendation"
taolian/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"
taolian/RecSys_Course_2018
This is the official repository for the 2018 Recommender Systems course at Polimi.
taolian/RepeatNet
taolian/sars_tutorial
Repository for the tutorial on Sequence-Aware Recommender Systems held at TheWebConf 2019 and ACM RecSys 2018
taolian/SASRec
SASRec: Self-Attentive Sequential Recommendation
taolian/SDM
Sequential deep matching model for recommender system at alibaba.
taolian/sessionRec_NARM
taolian/Sets2Sets
Sequential sets to sequential sets learning
taolian/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.
taolian/SpotifyRecSysChallenge2018
Our approach to Spotify RecSys 2018 Challenge.
taolian/TiSASRec
TensorFlow implementation for paper Time Interval Aware Self-Attention for Sequential Recommendation.
taolian/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.
taolian/WWW21-FilterBubble