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# System prepended metadata

title: Machine Learning with Graphs
tags: [GNN]

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tags: GNN
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# Machine Learning with Graphs

#### [Home](https://hackmd.io/@DogChen/BJBTy7_T9)

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## Note
- [Introduction](https://hackmd.io/@DogChen/rJOrvM_pq)
- [Traditional Feature-based Methods](https://hackmd.io/@DogChen/HyMXMxYTq)
- [Node Embeddings](https://hackmd.io/@DogChen/rkFNrtt6c)
- [Graph as a Matrix](https://hackmd.io/@DogChen/BkBDXiJAq)
- [Message Passing and Node](https://hackmd.io/@DogChen/HkV8wTxCc)
- [Graph Neural Networks(GNNs)](https://hackmd.io/@DogChen/S1sIOEMCc)
- [GNN framework](https://hackmd.io/viumB90_SNCJIxOBPa0jjQ?view)
- [GNN Augmentation & Training](https://hackmd.io/xwkVFvYIRfinjqtiGICOig?view)
- [Expressive Power of GNN](https://hackmd.io/LnkBWsMzQbe_nAMQ_-r4lQ?view)
## Resource
* http://snap.stanford.edu/class/cs224w-2020/
