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

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

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ef74b0f
Convert ETS algorithm to class-based approach to inherit from BaseFor…
Nov 4, 2024
b0b7caf
Add Series for forecasting using regression-based algorithms, on wind…
Feb 13, 2025
c454938
Merge branch 'time-series-machine-learning:main' into main
alexbanwell1 Feb 13, 2025
8516cf9
Automatic `pre-commit` fixes
alexbanwell1 Feb 13, 2025
04c0f22
Merge branch 'main' of https://github.com/time-series-machine-learnin…
Feb 19, 2025
a39e4f2
Merge branch 'main' into main
MatthewMiddlehurst Mar 4, 2025
46e6f35
Tweak forecasting experiment scripts to work
Mar 13, 2025
774000c
Updates to scripts to work on Iridis X among other things
Mar 13, 2025
b8eb511
Merge branch 'main' of https://github.com/alexbanwell1/tsml-eval
Mar 13, 2025
2294525
Automatic `pre-commit` fixes
alexbanwell1 Mar 13, 2025
de9e0d0
Add new forecaster and forecaster wrappers, minor script updates
Mar 21, 2025
fda4bc5
Automatic `pre-commit` fixes
alexbanwell1 Mar 21, 2025
aac3ed3
Minor fix to _get_forecaster.py
Mar 21, 2025
f189cf0
Merge branch 'main' of https://github.com/time-series-machine-learnin…
Mar 21, 2025
2a2e4bf
Automatic `pre-commit` fixes
alexbanwell1 Mar 21, 2025
d13e1c6
Merge branch 'main' of https://github.com/alexbanwell1/tsml-eval
Mar 21, 2025
eccf946
Add AutoARIMA as a forecaster
May 13, 2025
98ab939
Automatic `pre-commit` fixes
alexbanwell1 May 13, 2025
63d864e
Update arima forecasters to match current implementation
Jun 4, 2025
06fd317
Correct _get_forecaster
Jun 4, 2025
e4f99a4
Correct _get_forecaster
Jun 4, 2025
a9240f7
Correct _get_forecaster
Jun 4, 2025
5e34ff2
Merge branch 'main' of https://github.com/time-series-machine-learnin…
Jun 4, 2025
a9df93c
Add MASE to forecaster results produced
Jun 4, 2025
da714bc
Add other options to process_results.py
Jun 4, 2025
669ad9f
Update _get_forecaster for use with all forecasting algorithms found …
Jun 4, 2025
f387716
Fix run_forecasting_experiment to properly move the window along one …
Jun 4, 2025
d563922
Clean up redundant files
Jun 5, 2025
dccd3ad
Revert "Fix run_forecasting_experiment to properly move the window al…
Jun 9, 2025
c4e422f
Convert run_forecasting to only update and not refit the model
Jun 9, 2025
d854bbd
Update sklearn_regressor to match current sklearn version
Jun 13, 2025
df7366d
Add current working state
Aug 22, 2025
7259c62
Merge changes
alexbanwell1 Oct 31, 2025
a7239d4
Automatic `pre-commit` fixes
alexbanwell1 Oct 31, 2025
f432fc2
Tidy up script running with config files
alexbanwell1 Oct 31, 2025
66ce753
Merge branch 'arb/streamline_experiments' of https://github.com/alexb…
alexbanwell1 Oct 31, 2025
f4862e0
Automatic `pre-commit` fixes
alexbanwell1 Oct 31, 2025
b5154de
Clean up scripts
alexbanwell1 Oct 31, 2025
f9dbd0d
Merge branch 'arb/streamline_experiments' of https://github.com/alexb…
alexbanwell1 Oct 31, 2025
a9d9e72
Condense almost duplicate scripts into 1 script with options
alexbanwell1 Oct 31, 2025
969c11c
Automatic `pre-commit` fixes
alexbanwell1 Oct 31, 2025
ece551f
Convert experiment code to class-based
alexbanwell1 Nov 9, 2025
5c582c8
Merge branch 'arb/streamline_experiments' of https://github.com/alexb…
alexbanwell1 Nov 9, 2025
363a8d6
Automatic `pre-commit` fixes
alexbanwell1 Nov 9, 2025
21fa740
implement get experimental data for forecasting
alexbanwell1 Nov 9, 2025
b6797d6
Merge branch 'arb/streamline_experiments' of https://github.com/alexb…
alexbanwell1 Nov 9, 2025
a0774eb
Automatic `pre-commit` fixes
alexbanwell1 Nov 9, 2025
07492e9
Merge branch 'time-series-machine-learning:main' into arb/streamline_…
alexbanwell1 Nov 9, 2025
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1 change: 1 addition & 0 deletions .gitignore
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Original file line number Diff line number Diff line change
Expand Up @@ -144,6 +144,7 @@ local.py
local_code/
local_code.py
debug.py
*.local*

# MacOs files
.DS_Store
10 changes: 10 additions & 0 deletions _tsml_research_resources/soton/config.example
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Original file line number Diff line number Diff line change
@@ -0,0 +1,10 @@
username="arb1g19"
gpu_job="false"
iridis_version="5"
env_name="regression_experiments"
max_folds=1
relative_script_file_path="tsml-eval/tsml_eval/experiments/forecasting_experiments.py"
relative_data_dir="Data/forecasting"
relative_dataset_list="Data/windowed_series.txt"
relative_results_dir="RegressionResults/results/"
relative_out_dir="RegressionResults/output/"
219 changes: 0 additions & 219 deletions _tsml_research_resources/soton/iridis/batch_scripts/taskfarm_regression_experiments.sh
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144 changes: 0 additions & 144 deletions _tsml_research_resources/soton/iridis/gpu_scipts/gpu_regression_experiments.sh
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