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Add tabular preprocessing#1094

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ahzero7d1 wants to merge 3 commits intodevelopfrom
tabular-preprocessing
Open

Add tabular preprocessing#1094
ahzero7d1 wants to merge 3 commits intodevelopfrom
tabular-preprocessing

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Initial implementation of tabular data preprocessing

Changes

  • Add validation on the web app side to reject datasets containing: nan values, empty strings
  • Implement standardization for numerical features
  • Store standardization metadata as part of model serialization

TODO

  • Add one-hot-encoding for non-numerical features

@ahzero7d1 ahzero7d1 changed the title Tabular preprocessing Add tabular preprocessing Mar 31, 2026
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