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As far as I can see the bands aren't being combined at all:
KaFKA-InferenceEngine/kafka/linear_kf.py
Lines 205 to 208 in 659ec41
| for band in xrange(self.bands_per_observation): | |
| x_analysis, P_analysis, P_analysis_inverse, innovations = \ | |
| self.assimilate_band(band, step, x_forecast, P_forecast, | |
| P_forecast_inverse) |
The output from the last band overwrites the previous bands.
How are they intended to be combined?
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