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antoinecarme / pyaf

PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.
BSD 3-Clause "New" or "Revised" License
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Add Missing Data Imputation Methods #146

Closed antoinecarme closed 4 years ago

antoinecarme commented 4 years ago

PyAF needs some kind of missing data imputation.

Different methods are available :

  1. Do Nothing
  2. Discard rows with missing data
  3. Interpolate with available data
  4. Mean/Median (signal only)
  5. Constant value (signal only)
  6. Previous Value (signal only)
  7. Other ??

These methods apply to time and signal.

antoinecarme commented 4 years ago

Closing.