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update
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2
train.py
2
train.py
@@ -60,7 +60,6 @@ def invert_scale(scaler, X, yhat):
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# fit an LSTM network to training data
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def fit_lstm(train, batch_size2, nb_epoch, neurons):
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X, y = train[:, 0:-1], train[:, -1]
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X = X.reshape(X.shape[0], 1, X.shape[1])
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model = Sequential()
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@@ -123,6 +122,7 @@ def experiment(repeats, series, seed):
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predictions.append(yhat)
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# report performance
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rmse = sqrt(mean_squared_error(raw_values[-12:], predictions))
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print(predictions, raw_values[-12:])
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print('%d) Test RMSE: %.3f' % (r + 1, rmse))
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error_scores.append(rmse)
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return error_scores
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