machine-learning-with-graphs

深度学习入门教程, 优秀文章, Deep Learning Tutorial

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

StellarGraph - Machine Learning on Graphs

A distributed graph deep learning framework.

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)

An Industrial Graph Neural Network Framework

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