adding ml_io_no_qp_flux_nn_for_offline.py that is the correct file th…

…at seperates the validation and training (in time), and README to NN_training
yaniyuval · Feb 9, 2021 · f81f5f6 · f81f5f6
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diff --git a/NN_training/src/README.md b/NN_training/src/README.md
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+# Building traning data and training neural networks
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+- To calculate the offline performance we build the data using the file: ml_io_no_qp_flux_nn_for_offline.py. Using this file ensures that the validation data and the training data are taken from different time periods. 
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+- When we trained the NN that were used in online simulation we build the training data using ml_io_no_qp_flux_nn.py (where the validation and training are chosen at random). 
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