eltonlaw / impyute

Data imputations library to preprocess datasets with missing data

Home Page:http://impyute.readthedocs.io/

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impossible value handling

eltonlaw opened this issue · comments

To fix things like negative counts and enforce range limits.

Ways of handling:

  • Return list of flagged coordinates
  • Coercion function of form
    • def coerce_value(matrix, row_index, column_index) -> value
    • def coerce_value(row, column_index) -> value (can be defined in terms of the above)
  • Throw exception

Needed as part of #68