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Hi there,
datacleaner seems quite interesting. Cleaning Data is always annoying and tools are missing.
If I have seen it right, you impute NaNs. You could also consider to replace +/- Infs by Max/Min of the respective column.
We have implemented that In the tsfresh impute function. Maybe you can use some of the code there.