classicsong

PM4GNN

Graph partitioning for distributed GNN training

graphstorm

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

IGB-Datasets

Largest realworld open-source graph dataset - Worked done under IBM-Illinois Discovery Accelerator Institute and Amazon Research Awards and in collaboration with NVIDIA Research.

ADBench

Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.

codex

CoDEx: A set of knowledge graph Completion Datasets Extracted from Wikidata and Wikipedia

tgl

neptuneml-toolkit

pytorch-direct_dgl

PyTorch-Direct code on top of PyTorch-1.8.0nightly (e152ca5) for Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture (accepted by PVLDB)

NARS

Scalable Graph Neural Networks for Heterogeneous Graphs

faiss

A library for efficient similarity search and clustering of dense vectors.

nbref

Codebase for paper "N-Bref A High-fidelity Decompiler Exploiting Programming Structures"

panrep

graph-notebook

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

dgl-lifesci

Python package for graph neural networks in chemistry and biology

dgl-graphloader

Graphloader utils to load raw dataset into dgl graph

FastRec

Generate and train embeddings with a graph neural network and deploy as an API in a few lines of code

gcmc

Re-Implement "Graph Convolutional Matrix Completion" (PyTorch and PyTorch Geometric)

DRKG

A knowledge graph and a set of tools for drug repurposing

obsolete-hdo

New repository for managing the source for the human disease ontology

dgl-ke

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

dgl

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

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

nsfw_data_scraper

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

bert

TensorFlow code and pre-trained models for BERT

insightface

State-of-the-art 2D and 3D Face Analysis Project

wukong

A graph-based distributed in-memory store that leverages efficient graph exploration to provide highly concurrent and low-latency queries over big linked data

ucloud-cli

UCloud Command Line Interface

uai-sdk

UCloud AI SDK

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.