graph-neural-networks

#计算机科学#links to conference publications in graph-based deep learning

#计算机科学#Repository for benchmarking graph neural networks (JMLR 2023)

#计算机科学#Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

#自然语言处理#ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

#计算机科学#Protein Graph Library

A knowledge graph and a set of tools for drug repurposing

#计算机科学#Joint Deep Matcher for Points and Lines 🖼️💥🖼️ (ICCV 2023)

Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks (ICML 2023)

#计算机科学#Graph convolutional neural network for multirelational link prediction

#计算机科学#Colab Notebooks covering deep learning tools for biomolecular structure prediction and design

#计算机科学#Free hands-on course about Graph Neural Networks using PyTorch Geometric.

#计算机科学#Graph Neural PDEs

#计算机科学#PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)

#计算机科学#This is a tutorial for PyTorch Geometric on the YooChoose dataset

The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"

Bag of Tricks for Graph Neural Networks.

Topological Deep Learning

Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)

#计算机科学#Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)

#计算机科学#[ICML 2020] PyTorch Code for "One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control"