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begin

Easy-to-use framework for graph continual learning with Python

bernnet

PyTorch implementation of "BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation"

bgch

Bipartite Graph Convolutional Hashing for Effective and Efficient Top-N Search in Hamming Space

cglb

csa

detect-gpt

DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature

gpt-2-output-dataset

Dataset of GPT-2 outputs for research in detection, biases, and more

graphsvx

Explanation method for Graph Neural Networks (GNNs)

gstarx

[NeurIPS 2022] Explaining Graph Neural Networks with Structure-Aware Cooperative Games (GStarX)

hgb

Revisiting, benchmarking, and refining Heterogeneous Graph Neural Networks.

holonets

i-ctrl

imp_pcpnet

cv hw3

jacobiconv

How Powerful are Spectral Graph Neural Networks

lightgcl

[ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"

lightgcn-pytorch

The PyTorch implementation of LightGCN

mcr2

Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)

mecch

MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks

mgc_v2

Magnetic Graph Convolutional Network v2

neural-combinatorial-rl-pytorch

PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940

neural-combinatorial-rl-tensorflow

in progress

pcpnet

Pytorch implementation of PCPNet

polygcl

PyTorch implementation of "PolyGCL: GRAPH CONTRASTIVE LEARNING via Learnable Spectral Polynomial Filters"

prog

All in One: Multi-task Prompting for Graph Neural Networks, KDD 2023.

pshgcn

rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

shap

A game theoretic approach to explain the output of any machine learning model.

shapleyvalueapproximation

tsp_transformer

Code for TSP Transformer

unified-lth-gnn

[ICML 2021] "A Unified Lottery Tickets Hypothesis for Graph Neural Networks", Tianlong Chen*, Yongduo Sui*, Xuxi Chen, Aston Zhang, Zhangyang Wang