fact-project / aict-tools

Reproducible Artificial Intelligence for Cherenkov Telescopes
MIT License
6 stars 6 forks source link

Add a script to apply cuts to a remaining data set ... #50

Open jebuss opened 6 years ago

jebuss commented 6 years ago

... e.g. after separation and energy estimation are done.

Use case: Offer the possibility to cut a data set (meaning both, events and runs group) at any given point of the analysis chain.

For example, if you want to run a part of your analysis only on events of a certain zenith range, It makes sense to apply cuts to the data set in use accordingly, rather the providing each plotting or analysis function with the option to use a certain zd-range.

I guess this can either be a new script or a modification of apply cuts.

However, I think it is important that all data groups (events, runs) in the HDF files are cut.

Curious to hear your oppinon.

kbruegge commented 6 years ago

I guess this can either be a new script or a modification of apply cuts.

Sounds like it could go into the apply-cuts thing.

maxnoe commented 6 years ago

This sound much like the thing already proposed here #49 .

The distinction between selecting events based on analysis results from data selection based on run info is very important has the latter influences the ontime, the former not. So it should be two different scripts.