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Addressing issue #753 by adding feature mapping for the Fourier Encoder
Fix for issue #753 :
-
FourierEncoder(which is used in IceMix model) previously assumed a specific structure for the feature dimension, which caused issues with certain datasets (e.g. using standardFEATURES.ICECUBE86). - Now,
FourierEncoderaccepts a simple list ofintorNoneto map the corresponding features of the data to the features used inFourierEncoder. - The Fourier mapping can be passed during the initialization of the
DeepIcemodel. Specifyingn_featuresis no longer required.
Minor Fixes:
- Fixed small typos within
IceMixNodes.
@mobra7 The problem with pre-commit is now fixed in main. If you update the branch, the failing checks in this PR is likely to pass (see #760).
Due to inactivity this PR will be closed, #753 will remain open for a future PR