Xi-yuanWang

SubmissionverOfYinYanGNN

Code for YinYanGNN

GraphScope

🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统

OneForAll

A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.

PygHO

A library for subgraph GNN based on pyg

pqdm

Comfortable parallel TQDM using concurrent.futures

GNN-LF

NeuralCommonNeighbor

lion-pytorch

🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch

v198

Proceedings of Learning on Graphs 2022

GraKeL

A scikit-learn compatible library for graph kernels

JacobiConv

How Powerful are Spectral Graph Neural Networks

gemnet_pytorch

GemNet model in PyTorch, as proposed in "GemNet: Universal Directional Graph Neural Networks for Molecules" (NeurIPS 2021)

GLASS

GLASS: GNN with Labeling Tricks for Subgraph Representation Learning

2-GNN-for-Link-Prediction

Use 2-WL-GNN to construct models for link prediction

GraphWaveletNeuralNetwork

A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)

SubGNN

Subgraph Neural Networks (NeurIPS 2020)

dynamicppr

The implementation of the paper "Parallel Personalized PageRank on Dynamic Graphs"

SGC

official implementation for the paper "Simplifying Graph Convolutional Networks"

python-sample-vs-cpp-extension

This sample is the end product for the walkthrough on https://docs.microsoft.com/en-us/visualstudio/python/working-with-c-cpp-python-in-visual-studio

node2vec

Implementation of the node2vec algorithm.

node2vec

hummingbird

Hummingbird compiles trained ML models into tensor computation for faster inference.

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

lib-pku.github.io

北京大学课程资料整理