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Published 20 hours ago • verified publisher icon Nixtla

Feature/kan experiment

Open marcopeix opened this issue 9 months ago • 5 comments

Add KAN model Benchmark of KAN on M3 and M4 dataset against MLP and NBEATS

marcopeix avatar May 09 '24 20:05 marcopeix

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review-notebook-app[bot] avatar May 09 '24 20:05 review-notebook-app[bot]

@marcopeix we also need to add KAN to the evaluation pipeline in https://github.com/Nixtla/neuralforecast/tree/main/action_files. You can check with Olivier how to add it,

cchallu avatar May 15 '24 23:05 cchallu

@cchallu I already added KAN to the evaluation pipeline in action_files. Olivier checked it and says it's good! Let me know if I am missing something!

marcopeix avatar May 16 '24 16:05 marcopeix

This PR is getting pretty big. Is it possible to review it and merge it soon? @cchallu @AzulGarza. Thanks! 😄

marcopeix avatar May 29 '24 13:05 marcopeix

@marcopeix Convolutional KAN could also be considered, see: https://github.com/IvanDrokin/torch-conv-kan

candalfigomoro avatar Jun 14 '24 12:06 candalfigomoro