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Nixtla / neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.
https://nixtlaverse.nixtla.io/neuralforecast
Apache License 2.0
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Feature/kan experiment #999

Open marcopeix opened 1 month ago

marcopeix commented 1 month ago

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

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cchallu commented 1 month ago

@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,

marcopeix commented 1 month ago

@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 commented 1 month ago

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

candalfigomoro commented 2 weeks ago

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