I am using guild to manage my runs of machine learning Hyperparameter tuning, I have a group of runs that differ by only two of tens flags while the other ~10 flags have the same value (typical when you want to see the influence of a subset of hyper parameters to the result), I would like to know if there is a way automatically detect the columns that have various value and only print those columns plus the scalar columns.
For example, if I have flags A~Z, and scalar output
error, in one experiment I would like to see the influence of A and Z only on
error, I run a batch runs with different A and Z, and would like to know how to print the column A and Z only without look at 24 columns.
I can do it by `guild compare -cc ‘=A,=Z,error’, but I want an automatic way without manually pick and input the name of columns that are different among runs.