HEP-KBFI / ml-tau-en-reg

Reconstructing tau leptons using various machine learning techniques
GNU General Public License v3.0
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Add back class token to ParticleTransformer, remove outdated classes #19

Closed jpata closed 1 month ago

jpata commented 1 month ago

Per #16, add back the class token to the ParticleTransformer code, with some more careful checks. Also removed the outdated training and dataset classes.

jet regression (red is with class token), no significant difference:

Screenshot 2024-05-21 at 16 22 36

decay mode (blue is with class token), no significant difference:

Screenshot 2024-05-21 at 16 23 34

binary classification (red is with class token, still training), no significant difference:

Screenshot 2024-05-22 at 08 38 06

So far it does not look like it has a major effect, but for the sake of being close to the original implementation, it might be useful to add it back still.