Da Zheng (zheng-da)

Da Zheng

zheng-da

User data from Github https://github.com/zheng-da

Company:AWS

Location:United States

Home Page:https://zheng-da.github.io/

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zheng-da.github.io

Github Pages for Da Zheng

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GraphEmbeddings

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

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dgl

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

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GPT-GNN

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

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dgl-ke-1

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

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pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

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pyHGT

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

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WWW20-Hands-on-Tutorial

Materials for DGL hands-on tutorial in WWW 2020

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sequential_rec_analysis

Data analysis for sequential recommendation.

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covid19-severity-prediction

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

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METIS

METIS - Serial Graph Partitioning and Fill-reducing Matrix Ordering

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amazon-sagemaker-examples

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

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data-mining-conferences

Ranking, acceptance rate, deadline, and publication tips

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KDD-2019-Hands-on

DGL tutorial in KDD 2019

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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

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