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nilsnevertree / kalman-reconstruction-partially-observed-systems

Data-driven Reconstruction of Partially Observed Dynamical Systems using Kalman Algorithms in an itterative way
GNU General Public License v3.0
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``time`` coordinate missing in pipeline returns #41

Closed nilsnevertree closed 1 year ago

nilsnevertree commented 1 year ago

It seems there is the time dimension missing in the xarray DataSet creation

<xarray.Dataset>
Dimensions:            (state_names: 5, state_names_copy: 5,
                        kalman_itteration: 30, time: 10000)
Coordinates:
  * state_names        (state_names) <U2 'x2' 'x3' 'z1' 'z2' 'z3'
  * state_names_copy   (state_names_copy) <U2 'x2' 'x3' 'z1' 'z2' 'z3'
  * kalman_itteration  (kalman_itteration) int32 0 1 2 3 4 5 ... 25 26 27 28 29
Dimensions without coordinates: time
Data variables:
    states             (time, state_names) float64 -0.004906 29.98 ... -6.818
    uncertainties      (time, state_names, state_names_copy) float64 3.069e-0...
    M                  (state_names, state_names_copy) float64 1.0 ... 0.9603
    Q                  (state_names, state_names_copy) float64 0.0002293 ... ...
    log_likelihod      (kalman_itteration) float64 -4.865e+03 ... 2.589e+04