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Adjust forecasting flow [DRAFT] [BRANCH COMPARISON ONLY] #421

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@alexbanwell1 alexbanwell1 commented Oct 31, 2025

Reference Issues/PRs

What does this implement/fix? Explain your changes

Any other comments?

Alex Banwell and others added 30 commits November 4, 2024 16:05
Convert ETS algorithm to class-based approach to inherit from BaseFor…
ef74b0f 
…ecaster. Refactor to increase readability. Maintain numba optimisations
Add Series for forecasting using regression-based algorithms, on wind…
b0b7caf 
…owed series
@alexbanwell1
Merge branch 'time-series-machine-learning:main' into main
c454938
@alexbanwell1 @github-actions
Automatic pre-commit fixes
8516cf9
Merge branch 'main' of https://github.com/time-series-machine-learnin…
04c0f22 
…g/tsml-eval
@MatthewMiddlehurst
Merge branch 'main' into main
a39e4f2
Tweak forecasting experiment scripts to work
46e6f35
Updates to scripts to work on Iridis X among other things
774000c
Merge branch 'main' of https://github.com/alexbanwell1/tsml-eval
b8eb511
@alexbanwell1 @github-actions
Automatic pre-commit fixes
2294525
Add new forecaster and forecaster wrappers, minor script updates
de9e0d0
@alexbanwell1 @github-actions
Automatic pre-commit fixes
fda4bc5
Minor fix to _get_forecaster.py
aac3ed3
Merge branch 'main' of https://github.com/time-series-machine-learnin…
f189cf0 
…g/tsml-eval
@alexbanwell1 @github-actions
Automatic pre-commit fixes
2a2e4bf
Merge branch 'main' of https://github.com/alexbanwell1/tsml-eval
d13e1c6
Add AutoARIMA as a forecaster
eccf946
@alexbanwell1 @github-actions
Automatic pre-commit fixes
98ab939
Update arima forecasters to match current implementation
63d864e
Correct _get_forecaster
06fd317
Correct _get_forecaster
e4f99a4
Correct _get_forecaster
a9240f7
Merge branch 'main' of https://github.com/time-series-machine-learnin…
5e34ff2 
…g/tsml-eval
Add MASE to forecaster results produced
a9df93c
Add other options to process_results.py
da714bc
Update _get_forecaster for use with all forecasting algorithms found …
669ad9f 
…in branch ajb/ets
Fix run_forecasting_experiment to properly move the window along one …
f387716 
…step to produce proper forecasts
Clean up redundant files
d563922
Revert "Fix run_forecasting_experiment to properly move the window al…
dccd3ad 
…ong one step to produce proper forecasts"

This reverts commit f387716.
Convert run_forecasting to only update and not refit the model
c4e422f
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tsml-actions-bot bot commented Oct 31, 2025

Thank you for contributing to tsml-eval

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alexbanwell1 and others added 16 commits October 31, 2025 15:51
@alexbanwell1
Merge changes
7259c62
@alexbanwell1 @github-actions
Automatic pre-commit fixes
a7239d4
@alexbanwell1
Tidy up script running with config files
f432fc2
@alexbanwell1
Merge branch 'arb/streamline_experiments' of https://github.com/alexb…
66ce753 
…anwell1/tsml-eval into arb/streamline_experiments
@alexbanwell1 @github-actions
Automatic pre-commit fixes
f4862e0
@alexbanwell1
Clean up scripts
b5154de
@alexbanwell1
Merge branch 'arb/streamline_experiments' of https://github.com/alexb…
f9dbd0d 
…anwell1/tsml-eval into arb/streamline_experiments
@alexbanwell1
Condense almost duplicate scripts into 1 script with options
a9d9e72
@alexbanwell1 @github-actions
Automatic pre-commit fixes
969c11c
@alexbanwell1
Convert experiment code to class-based
ece551f
@alexbanwell1
Merge branch 'arb/streamline_experiments' of https://github.com/alexb…
5c582c8 
…anwell1/tsml-eval into arb/streamline_experiments
@alexbanwell1 @github-actions
Automatic pre-commit fixes
363a8d6
@alexbanwell1
implement get experimental data for forecasting
21fa740
@alexbanwell1
Merge branch 'arb/streamline_experiments' of https://github.com/alexb…
b6797d6 
…anwell1/tsml-eval into arb/streamline_experiments
@alexbanwell1 @github-actions
Automatic pre-commit fixes
a0774eb
@alexbanwell1
Merge branch 'time-series-machine-learning:main' into arb/streamline_…
07492e9 
…experiments
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2 participants

@alexbanwell1 @MatthewMiddlehurst