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Gabriele Cosmo
2023-12-08 10:43:34 +01:00
parent dd1f179cda
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examples/extended/parameterisations/Par04/training/README.md
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This repository contains the set of scripts used to train, generate and validate the generative model used
in this example.
- root2h5.py: translation of ROOT file with showers to h5 files.
- core/constants.py: defines the set of common variables.
- core/model.py: defines the VAE model class and a handler to construct the model.
- utils/preprocess.py: defines the data loading and preprocessing functions.
@@ -27,6 +28,8 @@ python3 setup.py
The full simulation dataset can be downloaded from/linked to [Zenodo](https://zenodo.org/record/6082201#.Ypo5UeDRaL4).
If custom simulation is used, the output of full simulation must be translated to h5 files using `root2h5.py` script. Please see the header of that script to see what name of the root file is expected.
## Training
In order to launch the training: