Replace +/- Infs with Max/Min

rhiever / datacleaner

A Python tool that automatically cleans data sets and readies them for analysis.

MIT License

1.06k stars 204 forks source link

Open MaxBenChrist opened 7 years ago

MaxBenChrist commented 7 years ago

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.

rhiever commented 7 years ago

Filed as an enhancement request. To future readers: please comment here if you'd like to take this issue on.