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ZwickyTransientFacility / scope-ml

SCoPe: ZTF source classification project
https://zwickytransientfacility.github.io/scope-docs/
MIT License
9 stars 48 forks source link

add new Fritz classification scheme to label uploaded sets #55

Closed janvanroestel closed 2 years ago

janvanroestel commented 2 years ago

A new 'classification' structure needs to be uploaded (and regularly updated) in order to label our uploads. For example; classifications called 'XGB high confidence RR lyrae", or "DNN high confidence RR lyrae".

bfhealy commented 2 years ago

I have put in two PRs to timedomain-taxonomy to update the Fritz classification scheme in line with our dataset labels.

bfhealy commented 2 years ago

The Fritz sitewide taxonomy (timedomain-taxonomy, ID 1011) is now up-to-date with the scope ontological labels, and I have uploaded a new taxonomy (scope-phenomenology, ID 1012) that contains the scope phenomenological labels. The combination of these two taxonomies can be used to map scope dataset labels to Fritz (e.g. using golden_dataset_mapper.json in this repo).