Table of Contents
Headnotes
Many equations and formulas look intimidating. However, when you hunt them down, they are definitely not! Just papertigers!Now let's hunt the papertiger.
Graph neural networks
(1)
(2)
One single big graph
Many nonisomorphic graphs
Many isomorphic graphs
Footnotes
There are many excellent tutorials out there. Some tutorials are too intuitive and it's helpful, but you cannot get it straight on the math details. Some focused on dymestifying math. Some focused on code. I found the best tutorials that give you the conceptual ideas and are possible for implementation without being blind to the math details. Drop a comment if I failed. It would be really appreciable.If you want to cite this article, please cite this article as:
Lachlan Chen, "Hunt the papertiger of graph neural networks (GNNs), intuitively, mathematically, implementably," in EarnFromScratch, September 11, 2020, https://www.earnfs.com/en/html/2617.htm.
or
@misc{lachlanchen2020tutorial,
title=Hunt the papertiger of graph neural networks (GNNs), intuitively, mathematically, implementably,
author={Chen, Lachlan},
year=September 11, 2020
}
Lachlan Chen, "Hunt the papertiger of graph neural networks (GNNs), intuitively, mathematically, implementably," in EarnFromScratch, September 11, 2020, https://www.earnfs.com/en/html/2617.htm.
or
@misc{lachlanchen2020tutorial,
title=Hunt the papertiger of graph neural networks (GNNs), intuitively, mathematically, implementably,
author={Chen, Lachlan},
year=September 11, 2020
}
EarnFromScratch (August 12, 2022) Hunt the papertiger of graph neural networks (GNNs), intuitively, mathematically, implementably. Retrieved from https://www.earnfs.com/en/html/2617.htm.
"Hunt the papertiger of graph neural networks (GNNs), intuitively, mathematically, implementably." EarnFromScratch - August 12, 2022, https://www.earnfs.com/en/html/2617.htm
EarnFromScratch September 11, 2020 Hunt the papertiger of graph neural networks (GNNs), intuitively, mathematically, implementably., viewed August 12, 2022,<https://www.earnfs.com/en/html/2617.htm>
EarnFromScratch - Hunt the papertiger of graph neural networks (GNNs), intuitively, mathematically, implementably. [Internet]. [Accessed August 12, 2022]. Available from: https://www.earnfs.com/en/html/2617.htm
"Hunt the papertiger of graph neural networks (GNNs), intuitively, mathematically, implementably." EarnFromScratch - Accessed August 12, 2022. https://www.earnfs.com/en/html/2617.htm
"Hunt the papertiger of graph neural networks (GNNs), intuitively, mathematically, implementably." EarnFromScratch [Online]. Available: https://www.earnfs.com/en/html/2617.htm. [Accessed: August 12, 2022]
English 
简体中文