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gnnpapers

Must-read papers on graph neural networks (GNN)

gnnpractice

Practice of Graph Neural Network using DGL and pyTorch geometric

google-research

Google Research

graph-based-image-classification

Implementation of Planar Graph Convolutional Networks in TensorFlow

graph4nlp

Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.io/index.html) for various learning resources!

graph_attention_pool

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

graph_cnn

graph_convolutional_networks_node_classification

graph_convolutional_nn_molecule_maker

A Graph Neural Network (Geometric machine learning) for molecular generation

graph_weather

PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)

graphgym

Platform for designing and evaluating Graph Neural Networks (GNN)

graphsage

Representation learning on large graphs using stochastic graph convolutions.

graphsaint

[ICLR 2020; IPDPS 2019] Fast and accurate minibatch training for deep GNNs and large graphs (GraphSAINT: Graph Sampling Based Inductive Learning Method).

graphtsne

PyTorch implementation of GraphTSNE, ICLR’19

grasp

GraSP: a Graph Signal Processing toolbox for Matlab

gspbox

Graph Signal Processing in Matlab

hands-on-natural-language-processing-with-python

Hands On Natural Language Processing with Python, published by Packt

how_attentive_are_gats

Code for the paper "How Attentive are Graph Attention Networks?" (ICLR'2022)

ilpc2022

🏅 KG Inductive Link Prediction Challenge (ILPC) 2022

imaging_time_series

jraph

A Graph Neural Network Library in Jax

kdd20-hands-on-tutorial

Scalable Graph Neural Networks with Deep Graph Library

l-gcn

End-to-end learning on complex multi-edge graphs with latent-graph convolutional networks.

learn-python3

Jupyter notebooks for teaching/learning Python 3

learn_ml_in_6_months

Become a good Machine Learning Engineer

linear-algebra

Linear Algebra

literaturedl4graph

A comprehensive collection of recent papers on graph deep learning

machine-learning

Content for Udacity's Machine Learning curriculum

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

masif

MaSIF- Molecular surface interaction fingerprints. Geometric deep learning to decipher patterns in molecular surfaces.