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Commits on Nov 27, 2022

• Update README.MD

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Commits on Nov 19, 2022

• Introduce relative degrees in the utils embedder, add support for non-seeded runs to be used with GNN-AK.

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Commits on Jul 2, 2022

• Include LR, WL improvements

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Commits on May 13, 2022

• Additional analysis on 1-WL and differences with IGEL

  

  Nurudin Alvarez Gonzalez

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Commits on Jan 3, 2022

• Modify IGEL embedding methods for reproducing GNN matlang results

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Commits on Dec 20, 2021

• Include GNNML comparison code, first version

  

  Nurudin Alvarez Gonzalez

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Commits on Oct 30, 2021

• Include GNNML companion code to generate (a) global encodings, (b) embedded models to aggregate globally (in progress)

  

  Nurudin Alvarez Gonzalez

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Commits on Sep 10, 2020

• Include sister cities output data to reproduce findings on the csv

  nur-ag

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• Final commit with the updated scalability plots

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Commits on Jun 18, 2020

• Disclaimer about already-run configurations

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• Wrong reported epochs

  

  Nur [AT] his royal GPU test server

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• Include no IGEL baseline

  

  Nur [AT] his royal GPU test server

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• Did you know that a single character can make your readme look silly?

  nur-ag

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• Update readme and requirements, and try to finish polishing the repo

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• Make Github suffer a little bit with too many big files

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• Include graphs used for broad analysis

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• Include preprocessed LP graphs, polluting github

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• Remove unused parsers

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• Merge branch 'master' of github.com:nur-ag/general-purpose-graph-learning

  

  Nur [AT] his royal GPU test server

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• Include updated replication configs

  

  Nur [AT] his royal GPU test server

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• Include results of the specific configs

  

  Nur [AT] his royal GPU test server

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Commits on Jun 15, 2020

• Include scalability analysis notebook in the repo

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Commits on Jun 14, 2020

• Rename configs to -Graph rather than -NoFeats

  nur-ag

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• Add feature-less configurations, to be updated with the final grid search

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• Updated C2 with features config

  

  Nur [AT] his royal GPU test server

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Commits on Jun 12, 2020

• Add encoding distance = 2 config -- not the optimal one since grid search is still running

  nur-ag

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• Update configs -- activations being linear means that the MLP can't really learn all that much

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• GPU -> CUDA

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• Correct the edges per node -- undirected graph means that the average degree is twice, so no wonder it eats so much memory

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Commits on Jun 10, 2020

• Add replication script

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• First batch of replicability configurations

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Commits on Jun 6, 2020

• Handle all mappingformats, whether stored as a numpy array or as two lists

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• Silly bug fix -- variable used before assignment

  nur-ag

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• Handle loading the cache according to the pack as arrays param

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• Experiment runners for the feature-less results on PPI

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