hourly resolution support and new data handlers
  • general:
    • MLAir can be used with 1H resolution data from JOIN
    • new data handlers to use the Kolmogorov-Zurbenko filter and mixed sampling types
  • new features:
    • new data handler DataHandlerKzFilter to use Kolmogorov-Zurbenko filter (kz filter) on inputs (#195)
    • new data handler DataHandlerMixedSampling that can used mixed sampling types for input and target (#197)
    • new data handler DataHandlerMixedSamplingWithFilter that uses kz filter and mixed sampling (#197)
    • new data handler DataHandlerSeparationOfScales to filter-depended time steps sizes on filtered inputs using mixed sampling (#196)
  • technical:
    • bug fix for very short time series in TimeSeriesPlot (#215)
    • bug fix for variable dictionary when using hourly resolution (#212)
    • variable naming for data from JOIN interface harmonised (#206)
    • transformation setup is now separated for inputs and targets (#202)
    • bug fix in PlotClimatologicalSkillScore if only single station is used (#193)
    • preprocessed data is now stored inside experiment and not in the data folder