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Collect all contrib models in __init__ and add unit tests for init
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@@ -8,6 +8,7 @@ from __future__ import print_function
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import os
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import numpy as np
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import pandas as pd
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from typing import Text, Union
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import copy
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from ...utils import (
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unpack_archive_with_buffer,
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@@ -273,11 +274,11 @@ class GRU(Model):
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if self.use_gpu:
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torch.cuda.empty_cache()
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def predict(self, dataset):
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def predict(self, dataset: DatasetH, segment: Union[Text, slice] = "test"):
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if not self.fitted:
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raise ValueError("model is not fitted yet!")
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x_test = dataset.prepare("test", col_set="feature")
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x_test = dataset.prepare(segment, col_set="feature", data_key=DataHandlerLP.DK_I)
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index = x_test.index
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self.gru_model.eval()
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x_values = x_test.values
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