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Commits on Aug 10, 2021

• Final modifications.

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Commits on Jul 5, 2021

• Outer run_simulation script.

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  97d3e92

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• Refactored train/test/extrapolation settings.

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Commits on Jul 4, 2021

• Enabled smoothness with Nystrom & Enabled model loading & Minor refactorings.

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  a4265ab

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Commits on Jul 2, 2021

• Refactoring & implemented Nystrom.

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Commits on Jun 29, 2021

• Refactoring models & ChebNet implementation.

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• Refactoring smoothness 1

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Commits on Jun 27, 2021

• Implemented torch.pdist & optimized storage of distance matrices.

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Commits on Jun 26, 2021

• Wrapped distance computations into C++ code.

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  6307846

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• Included SIGN network.

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  569c1b7

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• Implemented SIGN network.

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  c72b7e6

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• Enabled model saving & fixed boolean argument parsing.

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  f7b435b

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• Comparing teacher outputs w.r.t. different initializations.

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  0b4168a

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Commits on Jun 24, 2021

• Smoothness & RMSE visualization for comparison.

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Commits on Jun 23, 2021

• Added SGC model, fixed file structure and first templates of smoothness visualizations.

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  5f52f2d

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Commits on Jun 22, 2021

• Implemented GCN model.

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  e4131c1

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• Updated GIN network.

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  d3068d5

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Commits on Jun 21, 2021

• Started README...

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  835e777

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• Started README...

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  0346fe8

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• Analyze smoothness.

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  9694e17

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Commits on Jun 20, 2021

• Smoothing framework.

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  9271d9c

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• Enabled multiple random initializations framework.

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  138e8f9

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• run_model.py migration

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  204bff6

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Commits on Jun 19, 2021

• Updated teacher setup.

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  c2521ea

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Commits on Jun 18, 2021

• New file structure.

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  27c8b0b

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Commits on Jun 17, 2021

• Code structure.

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  d14e46d

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• Splitted computation of distances.

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  86eed07

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• Splitted computation of node representations.

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  b99c7e6

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• Modified structure.

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  a0e0418

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• Ponderated distance.

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Commits on Jun 16, 2021

• Smoothness.

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  b17ec4d

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• Changed initial relabeling from degrees to 1s.

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Commits on Jun 11, 2021

• Baseline-baseline, normalized errors + fixed hashing.

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Commits on Jun 9, 2021

• Integrated structure.

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• WL kernel with hashing.

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