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thunlp/GNNPapers

A comprehensive collection of must-read papers on graph neural networks (GNN) for developers.

16.7K
Archived
ML Ops
#gnn#paper-list#machine-learning

weslynn/AlphaTree-graphic-deep-neural-network

This repository provides a roadmap and code samples for machine learning, deep learning, and related AI technologies.

3.0K
Archived
Machine Learning
Deep Learning
#machine-learning#deep-learning#neural-network

benedekrozemberczki/pytorch_geometric_temporal

A PyTorch library for processing spatiotemporal graph data using neural machine learning models.

3.0K
Stable
Python
Graph Neural Networks
Caching
PyTorch
#graph-neural-networks#spatiotemporal-analysis#caching

ruvnet/ruvector

High-performance vector graph neural network database in Rust for real-time AI inference and graph ML.

2.9K
Active
Rust
Inference
Vector Databases
Rust
#vector-database#gnn#graph-neural-networks

FighterLYL/GraphNeuralNetwork

This project provides a code repository for the book "Dive into Graph Neural Networks: Understanding GNN Principles".

1.9K
Archived
Jupyter Notebook
Graph Neural Network
#gnn#graph-neural-network#machine-learning

snap-stanford/GraphGym

A platform for designing and evaluating Graph Neural Networks (GNNs) using Python.

1.9K
Archived
Python
ML Ops
Databases
#graph-neural-networks#machine-learning#data-science

THUDM/CogDL

CogDL is a comprehensive library for graph deep learning, providing state-of-the-art models and utilities for graph-based tasks.

1.8K
Archived
Python
Graph Neural Networks
Graph Databases
PyTorch
#graph-neural-networks#graph-embedding#node-classification

ChandlerBang/awesome-self-supervised-gnn

A repository of papers on pretraining and self-supervised learning for graph neural networks.

1.7K
Archived
Python
Graph Neural Networks
Graph Databases
Python
#graph-neural-networks#self-supervised-learning#graph-mining

alibaba/graph-learn

An industrial-grade graph neural network framework for building large-scale graph-based AI applications.

1.3K
Experimental
C++
Graph Neural Networks
API Frameworks
PyTorch
#graph-neural-networks#gnn#graph-framework

benedekrozemberczki/CapsGNN

A PyTorch implementation of the Capsule Graph Neural Network (CapsGNN) for graph classification tasks.

1.3K
Archived
Python
GNN
API Frameworks
PyTorch
#graph-neural-network#capsule-network#graph-classification

tsinghua-fib-lab/GNN-Recommender-Systems

A library of recommendation algorithms based on Graph Neural Networks for information retrieval and recommendation systems.

1.1K
Archived
Graph Neural Networks
API Frameworks
#gcn#gnn#graph-neural-networks

gunrock/gunrock

Programmable CUDA/C++ GPU Graph Analytics library for high-performance parallel graph processing.

1.1K
Active
C++
Graph Databases
CLI Tools
#algorithm#graph-analytics#gpu

RexYing/gnn-model-explainer

An explainable GNN (Graph Neural Network) library for interpreting and understanding GNN models.

1.0K
Archived
Python
Explainability
Graph ML
Python
#graph-neural-networks#explainable-ai#model-interpretability

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