Exemple #1
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 def project_weights(self):
     w = self.parameters['feature_to_in']
     w /= ma.sqrt((w ** 2).sum(axis=0) + 1e-4)[np.newaxis]
Exemple #2
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 def project_weights(self):
     w = self.parameters['feature_to_in']
     w /= ma.sqrt((w**2).sum(axis=0) + 1e-4)[np.newaxis]
Exemple #3
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 def project_weights(self):
     w = self.parameters['in_to_hidden']
     w /= ma.sqrt((w**2).sum(axis=0) + 1e-4)[np.newaxis, :]
Exemple #4
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 def project_weights(self):
     w = self.parameters['in_to_hidden']
     w /= ma.sqrt((w ** 2).sum(axis=0) + 1e-4)[np.newaxis, :]