compensate function should return all columns from input data
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whitews commented
Currently, the compensate function takes a numpy data array as an input along with the list of column indices that will be compensated. However, it only returns the compensated columns, requiring the caller to re-assemble the original data array with the compensated columns. This is a bit awkward and the function should return the whole data array.