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[ENH] Forecasting first version #2266

@TonyBagnall

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@TonyBagnall

Describe the feature or idea you want to propose

Relaunch of forecasting as described in AEP 8
aeon-toolkit/aeon-admin#14

The whole principle is to start simple, get core functionality, then expand.

Describe your proposed solution

see #2244 and #2248

  • Base forecaster class as BaseSeriesEstimator
  • Regression forecaster containing windowing and an aeon/sklearn forecasters
  • Basic ETS forecaster with numba
  • First notebook describing basic use cases

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    enhancementNew feature, improvement request or other non-bug code enhancementforecastingForecasting package

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