jennyzhang0215 Goto Github PK

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.

dgl-kgat

Reproduce KGAT using DGL

dgl-recsys-model-zoo

dig

A library for graph deep learning research

dkvmn

Dynamic Key-Value Memory Networks for Knowledge Tracing

dkvmn-pytorch

dmlc-core

A common bricks library for building scalable and portable distributed machine learning.

drkg

A knowledge graph and a set of tools for drug repurposing

drum

DRUM end to end differentiable rule mining on knowledge graphs

gaan

graph-notebook

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

graphrec-www19

Graph Neural Networks for Social Recommendation, WWW'19

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

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

kg-aware-recsys

kgcn

A tensorflow implementation of Knowledge Graph Convolutional Networks

knowledge_graph_attention_network

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

leetcode

luagems-graph

Automatically exported from code.google.com/p/luagems-graph

movielens-imdb

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

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)