[ENH] Add Basic ARIMA model#2860

Merged

TonyBagnall merged 67 commits into

mainfrom

Jul 28, 2025

Commits on May 24, 2025

Commits on May 28, 2025

Modularise SARIMA model
Alex Banwell
committed
Add ARIMA forecaster to forecasting package
Alex Banwell
committed
Add example to ARIMA forecaster, this also tests the forecaster is producing the expected results
Alex Banwell
committed
Basic ARIMA model
Alex Banwell
committed
Convert ARIMA to numba version
Alex Banwell
committed
Merge branch 'main' into arb/base_arima
alexbanwell1
authored
Adjust parameters to allow modification in fit
Alex Banwell
committed
Update example and return native python type
Alex Banwell
committed
Fix examples for tests
Alex Banwell
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Fix Nelder-Mead Optimisation Algorithm Example
Alex Banwell
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Fix Nelder-Mead Optimisation Algorithm Example #2
Alex Banwell
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Remove Nelder-Mead Example due to issues with numba caching functions
Alex Banwell
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Fix return type issue
Alex Banwell
committed
Address PR Feedback
Alex Banwell
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Ignore small tolerances in floating point value in output of example
Alex Banwell
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Fix kpss_test example
Alex Banwell
committed
Fix kpss_test example #2
Alex Banwell
committed

Commits on Jun 2, 2025

Commits on Jun 8, 2025

Modify ARIMA to allow predicting multiple values by updating the state without refitting the model
Alex Banwell
committed

Commits on Jun 9, 2025

Merge branch 'main' into arb/base_arima
TonyBagnall
authored
Fix bug using self.d rather than self.d_
Alex Banwell
committed
Merge branch 'arb/base_arima' of https://github.com/aeon-toolkit/aeon into arb/base_arima
Alex Banwell
committed

Commits on Jun 11, 2025

Commits on Jun 16, 2025

Commits on Jun 18, 2025

Merge branch 'main' into arb/base_arima
TonyBagnall
authored

Commits on Jun 21, 2025

Commits on Jul 4, 2025

Merge branch 'main' into arb/base_arima
MatthewMiddlehurst
authored

Commits on Jul 10, 2025

Commits on Jul 19, 2025

Commits on Jul 23, 2025

Add missing _extract_paras file
Alex Banwell
committed

Commits on Jul 26, 2025

Commits on Jul 27, 2025

Commits on Jul 28, 2025