jennyzhang0215

DKVMN

Dynamic Key-Value Memory Networks for Knowledge Tracing

STAR-GCN

STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems

GaAN

DGL-KGAT

Reproduce KGAT using DGL

MovieLens-IMDB

The doc for how to match the MovieLen dataset and the IMDB dataset

DGL-RecSys-Model-Zoo

GraphRec-WWW19

Graph Neural Networks for Social Recommendation, WWW'19

criage

Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications

deep_exchangeable_tensors

DeepLearningBook

MIT Deep Learning Book in PDF format

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dgl-ke-1

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

DIG

A library for graph deep learning research

DKVMN-pytorch

DRKG

A knowledge graph and a set of tools for drug repurposing

DRUM

DRUM end to end differentiable rule mining on knowledge graphs

graph-notebook

Library extending Jupyter notebooks to integrate with Apache TinkerPop, openCypher, and RDF SPARQL.

HGT-DGL

Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on Deep Graph Library (DGL)

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

jennyzhang0215.github.io

The personal webpage for jianizhang

KG-aware-Recsys

KGCN

A tensorflow implementation of Knowledge Graph Convolutional Networks

knowledge_graph_attention_network

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow.

Neural-LP

Differentiable Learning of Logical Rules for Knowledge Base Reasoning

neural_graph_collaborative_filtering

Neural Graph Collaborative Filtering, SIGIR2019

NRLPapers

Must-read papers on network representation learning (NRL)/network embedding (NE)

OpenKE

An Open-Source Package for Knowledge Embedding (KE)

snap

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

splatt

The Surprisingly ParalleL spArse Tensor Toolkit.