Stars
This repository collects debiasing methods for recommendation
Code for "Beyond Localized Graph Neural Networks: An Attributed Motif Regularization Framework" (ICDM 2020).
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
An ongoing list of pandas quirks
Python + TensorFlow implementation of the DropoutNet model
Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair…
Implementation of "Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking"
Code for GroupIM: A Mutual Information Maximization Framework for Neural Group Recommendation (SIGIR 2020)
The PyTorch implementation of LightGCN
Python library assists deep learning on graphs
[ICLR 2020; IPDPS 2019] Fast and accurate minibatch training for deep GNNs and large graphs (GraphSAINT: Graph Sampling Based Inductive Learning Method).
official implementation for the paper "Simplifying Graph Convolutional Networks"
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
Pytorch implementation of Graph U-Nets (ICML19)
Graph Neural Network Library for PyTorch
Representation Learning on Graphs with Jumping Knowledge Networks
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification
A toy implementation of Neural Graph Collaborative filtering
Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch
Contains code for the CIKM 2019 publication titled "A Modular Adversarial Approach to Social Recommendation"
Python implemetation for Dirichlet Multinomial Mixture (DMM) model
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
GraphVite: A General and High-performance Graph Embedding System
Deep Graph Infomax (https://arxiv.org/abs/1809.10341)