Tajuddeen's repositories
cheatsheets
Official Matplotlib cheat sheets
IGMC
Inductive graph-based matrix completion (IGMC) from "M. Zhang and Y. Chen, Inductive Matrix Completion Based on Graph Neural Networks, ICLR 2020 spotlight".
graph_nets
PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
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.
HGN
Hierarchical Gating Networks for Sequential Recommendation
STAR-GCN
STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems
STACP
Joint Geographical and Temporal Modeling based on Matrix Factorization for Point-of-Interest Recommendation
knowledge_graph_attention_network
KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019
neural_graph_collaborative_filtering
Neural Graph Collaborative Filtering, SIGIR2019
GraphSAGE
Representation learning on large graphs using stochastic graph convolutions.
variational-autoencoder
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
Point-of-Interest-Recommendation
Next location prediction based on Theano
NGCF-PyTorch
PyTorch Implementation for Neural Graph Collaborative Filtering
Deep-Learning-for-Recommendation-Systems
This repository contains Deep Learning based articles , paper and repositories for Recommender Systems
geom-gcn
Geom-GCN: Geometric Graph Convolutional Networks
DeepRecommender
Deep learning for recommender systems
spotlight
Deep recommender models using PyTorch.
Graph-based-Recommendation-System
Graph convolutional matrix completion
LSTPM
Ke Sun, Tieyun Qian, Tong Chen, Yile Liang, Quoc Viet Hung Nguyen, Hongzhi Yin: Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation. AAAI 2020 accepted.
Distance2Pre
Code for my PAKDD-2019, Distance2Pre: Personalized Spatial Preference for Next Point-of-Interest Prediction
An-Attention-based-Spatiotemporal-LSTM-Network-for-Next-POI-Recommendation
A python vision code of An Attention-based Spatiotemporal LSTM Network for Next POI Recommendation
gae
Implementation of Graph Auto-Encoders in TensorFlow
GCN-RecSys
A Graph Convolution Network based approach to Recommender Systems
neural_collaborative_filtering
Neural Collaborative Filtering