zheng-da

dgl

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

dgl_tutorial

DistGraphSage

FlashR_paper

FlashX

FlashX is a collection of big data analytics tools that perform data analytics in the form of graphs and matrices.

giant-graph

GraphEmbeddings

This repo compares different techniques to train node embeddings of a graph without node/edge attributes.

high-speed-data-transfer

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

nnvm

Bring deep learning to bare metal

zheng-da/GraphEmbeddings

This repo compares different techniques to train node embeddings of a graph without node/edge attributes.

zheng-da/dgl

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

zheng-da/DistGraphSage

zheng-da/process_webgraph

zheng-da/throughput_benchmark

zheng-da/amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

zheng-da/cache_hit_analysis

zheng-da/covid19-severity-prediction

Covid-19 severity prediction at the county-level + hospital-level.

zheng-da/data-mining-conferences

Ranking, acceptance rate, deadline, and publication tips

zheng-da/dgl-ke-1

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

zheng-da/DGL-tutorial

zheng-da/dInfer

dInfer: An Efficient Inference Framework for Diffusion Language Models

zheng-da/Example-Xiaosong

zheng-da/GAT

zheng-da/GPT-GNN

Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"

zheng-da/graphstorm

zheng-da/KDD-2019-Hands-on

DGL tutorial in KDD 2019

zheng-da/label_analysis

zheng-da/MAG

zheng-da/METIS

METIS - Serial Graph Partitioning and Fill-reducing Matrix Ordering

zheng-da/MS-MARCO-Web-Search

A large-scale information-rich web dataset, featuring millions of real clicked query-document labels

zheng-da/ParMETIS

ParMETIS - Parallel Graph Partitioning and Fill-reducing Matrix Ordering

zheng-da/pyHGT

Pytorch Code for WWW'20 "Heterogeneous Graph Transformer", which is based on pytorch_geometric

zheng-da/pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

zheng-da/random_walk

zheng-da/Reddit_partition

zheng-da/retailrocket

zheng-da/sequential_rec_analysis

Data analysis for sequential recommendation.

zheng-da/WWW20-Hands-on-Tutorial

Materials for DGL hands-on tutorial in WWW 2020

zheng-da/zheng-da.github.io

Github Pages for Da Zheng