Navigating relationships between the Pandas columns.
By drawing two columns, you want to explore which operation the target column comes from between which two columns.
# This code is pseudo code based on python. It will not run.
For i, j in combinations (df.columns, r=2): #itertools' combinations
For operator in [+, -, *, /]: # Core line of problem
val_tmp = operator(df[i], df[j])
if RMSE( df.target - val_tmp ) <0.01:
print(i, operator, j)
The purpose is simple, but I don't know how to handle the looping part of those operators.
I think there's a smart way to deal with Ifelse, instead of tinkering with it and making it dirty.
python
Try using Lambda.
>>> for a, b in zip([1, 2, 3], [4, 5, 6]):
for op in [ lambda a, b: a+b, lambda a, b: a-b]:
print(a, b, op(a, b))
1 4 5
1 4 -3
2 5 7
2 5 -3
3 6 9
3 6 -3
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