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HEP-KBFI
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ml-tau-en-reg
Reconstructing tau leptons using various machine learning techniques
GNU General Public License v3.0
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Visualization
#64
Laurits7
closed
4 hours ago
0
Read hepmc from .bz2 in ntuplizer
#63
jpata
closed
1 day ago
0
working on simpleDNN first.
#62
HardiVv
opened
1 day ago
0
Path and config changes for the new training
#61
Laurits7
closed
2 days ago
0
make training feats confugurable
#60
HardiVv
closed
3 days ago
0
Create ntuples with lowered pt
#59
jpata
closed
4 days ago
0
Use comet.ml logging
#58
jpata
opened
4 days ago
0
Optimize max_cands for binary classification
#57
jpata
opened
4 days ago
0
Rerun training with lower pt cut
#56
jpata
closed
2 days ago
1
Fewer cands for memory
#55
Laurits7
closed
4 days ago
0
Rerun ntuples with lower pt cut
#54
jpata
closed
4 days ago
1
Change max cands to be 25 as in the last paper, since for TauID task …
#53
Laurits7
closed
6 days ago
0
set min_pt of 0.0 for genJets and 5.0 when clustering
#52
Laurits7
closed
6 days ago
0
Applying minimum pT cut for jets
#51
Laurits7
closed
6 days ago
1
Improve data plots, update Z training to 3 iterations
#50
jpata
closed
1 week ago
0
Implementation of weights for reducing bias at higher pT
#49
Laurits7
closed
1 week ago
1
Train on Z instead of ZH
#48
jpata
closed
1 week ago
0
Update decay mode plots to 2M Z samples
#47
jpata
closed
1 week ago
0
retrain on new 20240625_all_2M_merged ntuples
#46
jpata
closed
1 week ago
0
pT order cands in the ntupelizer phase
#45
Laurits7
closed
1 week ago
0
update Z statistics
#44
jpata
closed
1 week ago
1
update Z statistics, ntuplizer produces merged ntuples
#43
jpata
closed
1 week ago
0
check effect of pt weights on jet regression
#42
jpata
closed
1 week ago
2
Update ntupelizer: rare photon decay mode issue
#41
Laurits7
closed
1 week ago
0
Cands used in training dataset not pT ordered
#40
Laurits7
closed
1 week ago
1
upload datasets to zenodo
#39
jpata
opened
2 weeks ago
0
plot all training input features
#38
jpata
closed
1 week ago
1
load row_groups rather than all rows in DataLoader
#37
jpata
opened
2 weeks ago
0
Changed IQR and median plot ranges; separated regression plots
#36
Laurits7
closed
2 weeks ago
0
PDG mismatch with sim data
#35
HardiVv
closed
2 weeks ago
3
added simulation scripts
#34
jpata
closed
2 weeks ago
0
split regression figures, increase font size
#33
jpata
closed
2 weeks ago
1
dataset generation into the repo
#32
jpata
closed
2 weeks ago
0
DM CM axes corrections
#31
nseeba
closed
3 weeks ago
0
ParticleTransformer to 2 layers, run 5 trainings
#30
jpata
closed
2 weeks ago
0
Dm notebook updates
#29
nseeba
closed
3 weeks ago
0
ParticleTransformer to 4 layers for all, run 3 trainings of the same configs
#28
jpata
closed
3 weeks ago
0
data visualization notebook
#27
HardiVv
closed
2 weeks ago
2
Use better features as in the OmniLearn paper
#26
jpata
closed
1 month ago
1
input data visualization notebook
#25
jpata
closed
2 weeks ago
1
Scan the training sample size, check validation loss performance of all tasks.
#24
jpata
opened
1 month ago
0
reduce number of layers for ParticleTransformer decay mode classification
#23
jpata
closed
1 month ago
0
ParticleTransformer training for decay mode classification is unstable
#22
jpata
closed
1 month ago
1
update ZH stats to 2M events, lower lr
#21
jpata
closed
1 month ago
2
make training features configurable
#20
jpata
opened
1 month ago
1
Add back class token to ParticleTransformer, remove outdated classes
#19
jpata
closed
1 month ago
0
improve reproducibility, full retraining
#18
jpata
closed
1 month ago
0
Ablations with different feature sets
#17
jpata
opened
1 month ago
0
ParticleTransformer class tokens
#16
jpata
closed
1 month ago
1
Improve decay mode result presentation
#15
jpata
closed
3 weeks ago
0
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