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X_test = test.drop(y_col,axis=1).copy() | |
scaled_X_test = Xscaler.transform(X_test) | |
test_generator = TimeseriesGenerator(scaled_X_test, np.zeros(len(X_test)), length=n_input, batch_size=b_size) | |
print(test_generator[0][0].shape) | |
>>> (32, 25, 3) | |
y_pred_scaled = model.predict(test_generator) | |
y_pred = Yscaler.inverse_transform(y_pred_scaled) | |
results = pd.DataFrame({'y_true':test[y_col].values[n_input:],'y_pred':y_pred.ravel()}) | |
print(results) |
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