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Update neuralnet.py #26

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Update neuralnet.py #26

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3 changes: 2 additions & 1 deletion tier_3/data_assimilation/model/neuralnet.py
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Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,7 @@
import pickle
from tensorflow.keras.models import load_model
from .lorenz96 import l96
import numpy as np

class Periodic1DPadding(Layer):
"""Add a periodic padding to the output of a layer
Expand Down Expand Up @@ -53,4 +54,4 @@ def __call__(self, q):
dq_phi = super().__call__(q)
#dq_nn = self.scaler_y.inverse_transform(self.nn.predict(self.scaler_x.transform(q), verbose=0).squeeze())
dq_nn = self.scaler_y.inverse_transform(self.nn(self.scaler_x.transform(q)).numpy().squeeze())
return dq_phi + dq_nn
return dq_phi + dq_nn