Dnn and transformer modules! - #4

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diegobaronm merged 52 commits into

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DNN_and_Transformer_modules!

Sep 16, 2025

Commits on Jul 25, 2025

Addition of DNN Regression data module, added a few more files that directly integrate with it such as PrettyPrinting.py and Plotting.py and similarly have updated the DataScaler.py to add my own c…
FedericoSaitta
committed
1c1bc32

Commits on Jul 28, 2025

Changes to Plotting function and added test config
FedericoSaitta
committed
4a22778

Commits on Jul 29, 2025

Initial commit, improved general plotting and added compatibility of scaler (eg. inverse function) and starting on new Transformer module, created general architecture.py to abstract away model con…
FedericoSaitta
committed
595e254

Commits on Jul 31, 2025

Improved plotting and added importance plots for transformer, added .txt file to log key info about the model (eg. Flops and Max Memory used), added same file but .yaml to ease future data extracti…
FedericoSaitta
committed
50149c9

Commits on Aug 8, 2025

Commits on Aug 12, 2025

Commits on Aug 14, 2025

Commits on Aug 20, 2025

Commits on Aug 21, 2025

Changed performance and prediction scripts to ensure they work with my own regression models. Changes had to be made because 1: my model is created in the setup function which is called in the data…
FedericoSaitta
committed
1362f9d

Commits on Aug 23, 2025

Cleaned up plotting file and added general data boundaries instead of fixed 40 and 1500 GeV
FedericoSaitta
committed
0e655bf

Commits on Aug 25, 2025

Commits on Aug 26, 2025

Plotting training and validation losses during training, not during performance as it makes no logical sense
FedericoSaitta
committed
83a1513

Commits on Sep 1, 2025

Update TransformerRegressionDataModule.py
FedericoSaitta
authored
d04d3c7
Update configRegressionTransformer.yaml
FedericoSaitta
authored
8be9bfb

Commits on Sep 15, 2025

Removed Magic Numbers VBFDNNDataModule.py
FedericoSaitta
authored
45a7375
Update DNNModel.py
FedericoSaitta
authored
622aab1
Update config.yaml
FedericoSaitta
authored
63842df
Update TransformerModel.py
FedericoSaitta
authored
07ef3b2
Update TransformerModel.py
FedericoSaitta
authored
a47fbfa
Update VBFTransformerDataModule.py
FedericoSaitta
authored
14eb298
Update configTransformer.yaml
FedericoSaitta
authored
8802c78
Add files via upload
FedericoSaitta
authored
fa93f6c

Commits on Sep 16, 2025

Update VBFDNNDataModule.py
FedericoSaitta
authored
fdb7433
Update TransformerRegressionDataModule.py
FedericoSaitta
authored
606c4cf
Update DNNRegressionDataModule.py
FedericoSaitta
authored
9be391c
Update config.yaml
FedericoSaitta
authored
3bd5844
Update TransformerModel.py
FedericoSaitta
authored
82de962
Update DNNModel.py
FedericoSaitta
authored
f93daed
Update TransformerModel.py
FedericoSaitta
authored
7197597