Notes
  • README
  • Roadmap
  • Graph
    • GraphSAGE
    • DiffPool
    • RRN
    • Relational RL
    • Layerwise Adaptive Sampling
    • Representation Lerning on Graphs: Methods and Applications
    • GAT
    • How Powerful are Graph Neural Networks?
    • Pitfalls of Graph Neural Network Evaluation
    • Spectral Networks and Deep Locally Connected Networks on Graphs
    • Deep Convolutional Networks on Graph-Structured Data
  • Optimizations
    • Neural ODE
  • Tags
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README

Let's learn alchemy together. See roadmap for papers we are currently interested in.

website: https://asail.gitbook.io/hogwarts

Rules

  • You could add/delete items in roadmap.md as you like in the master branch.

  • Complete notes could be pushed/merged into the master branch.

  • We encourage users to take notes in Markdown, Latex or jupyter notebook; a link to hackmd/overleaf is also fine.

Format

File structure:

optimizations/
    neural-ode.md
    forward-backward-eular.md
    ...
graph/
    basic.md
    diffpool.md
    gcn.md
    ...
applications/
    ...
theory/
    ...
tutorials/
    how-to-write-kernel.md
    ...
README.md
roadmap.md

The format of reading list:

- [ ] [Paper](paper link) 
    - [Note](note link)
    - ...
    - tags: tag_1, tag_2, ...
NextRoadmap

Last updated 6 years ago