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[ENH] Working draft PR for forecasting #2244
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Commits on Nov 8, 2024
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Add fully functional ETS Forecaster. Modify base to not set default y…
… in forecast. Update tests for ETS Forecaster. Add script to verify ETS Forecaster against statsforecast module using a large number of random parameter inputs. (#2318) Co-authored-by: Alex Banwell <[email protected]>
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Commits on Nov 13, 2024
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Merge remote-tracking branch 'origin/main' into ajb/forecasting
# Conflicts: # aeon/testing/testing_data.py # aeon/testing/utils/estimator_checks.py
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Commits on Nov 15, 2024
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* Add fully functional ETS Forecaster. Modify base to not set default y in forecast. Update tests for ETS Forecaster. Add script to verify ETS Forecaster against statsforecast module using a large number of random parameter inputs. * Add faster numba version of ETS forecaster * Seperate out predict code, and add test to test without creating a class - significantly faster! * Modify _verify_ets.py to allow easy switching between statsforecast versions. This confirms that my algorithms without class overheads is significantly faster than nixtla statsforecast, and with class overheads, it is faster than their current algorithm * Add basic gradient decent optimization algorithm for smoothing parameters --------- Co-authored-by: Alex Banwell <[email protected]>
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Commits on Nov 19, 2024
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