zheng-da

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

COVID-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

numpy

The fundamental package for scientific computing with Python.

mxnet

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

dgl

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

tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

gluon-cv

Gluon CV Toolkit

pcm

Intel® Performance Counter Monitor (Intel® PCM)

gluon-nlp

NLP made easy

benchmarking-gnns

Repository for benchmarking graph neural networks

ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

dgl-ke

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

dgl-lifesci

Python package for graph neural networks in chemistry and biology

METIS

METIS - Serial Graph Partitioning and Fill-reducing Matrix Ordering

DRKG

A knowledge graph and a set of tools for drug repurposing

GPT-GNN

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

myia

Myia prototyping

graphstorm

Enterprise graph machine learning framework for billion-scale graphs for ML scientists and data scientists.

data-mining-conferences

Ranking, acceptance rate, deadline, and publication tips

covid19-severity-prediction

Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈

tgl

KDD18-Gluon

KDD18 Tutorial: Deep Learning and Natural Language Processing with Apache MXNet (Incubating) Gluon

sagemaker-graph-fraud-detection

Use Amazon SageMaker and Deep Graph Library (DGL) for Fraud Detection in Networks

HGT-DGL

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

CG-MuAlign

Collective Multi-type Entity Alignment Between Knowledge Graphs (WWW'20)

dgl_winter_school

panrep

load_op.mxnet

Load custom operator as an external module

tensor-train-for-gcn