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kearnz / autoimpute

Python package for Imputation Methods
MIT License
241 stars 19 forks source link

data type homogeneity within columns of arrays #2

Closed kearnz closed 5 years ago

kearnz commented 5 years ago

Right now, checks only enforce that an arrays have an acceptable structure. That being said, the datatypes within each column of an array must be homogeneous. This is automatically enforced by pandas dataframes, but not by lists or tuples transformed into 2D arrays.

Need to enforce that columns within an array have the same datatype so that imputations by column don't have mixed types.

kearnz commented 5 years ago

no longer an issue given support for dataframe only