Update IncrementalEnsemble.py
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@ -72,7 +72,7 @@ class IncrementalEnsembleFTS(ensemble.EnsembleFTS):
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if k >= self.window_length:
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data_window.pop(0)
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if k % self.batch_size == 0 and k >= self.window_length:
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if k % self.batch_size == 0 and k - self.max_lag >= self.window_length:
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self.train(data_window, **kwargs)
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sample = data[k - self.max_lag: k]
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