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major overhaul of forecast pipeline #21

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foefl merged 15 commits from prediction_to_future into main 2025-04-16 09:24:34 +00:00
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src/delta_barth/analysis/forecast.py
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@ -251,7 +251,7 @@ def _process_sales(
# TODO: therefore, stepping with fixed value n does not result in timedelta of n episodes
# Option A: pad data frame with zero values --> could impede forecast algorithm
# Option B: calculate next index based on timedelta
dates = monthly_sum.index
dates = cast(pd.DatetimeIndex, monthly_sum.index)
# print("dates: ", dates)
# ?? --- new: use monthly basis for time windows
# baseline: 3 years - 36 months