Draft: Train neural network for roman pots momentum reconstruction#10

Draft

rahmans1 wants to merge 31 commits intomasterfrom pr/train-neural-network-for-roman-pots-momentum-reconstruction

+717

Commits on Jan 10, 2024

Add initial script for training neural network for roman pots momentum reconstruction. Function create a parametried dense neural network and train it with standardized input data.
rahmans1
committed

Commits on Jan 12, 2024

Commits on Jan 19, 2024

First commit of snakefile for roman pots neural network training. Generate model files and assign unique names based on sha512 hash of concatenated hyperparamater values.
rahmans1
committed
Unhash the detector config and detector version. Only hash the parameter string.
rahmans1
committed
Parametrise subsystem and model type for readability
rahmans1
committed

Commits on Jan 22, 2024

Commits on Jan 24, 2024

Commits on Jan 25, 2024

Commits on Jan 30, 2024

Commits on Feb 12, 2024

Changed Snakefile and preprocess_model_training_data.cxx to include the Low Pt model training
David Ruth
committed

Commits on Jun 4, 2024