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25 tarin on three year data - #27

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rogerkuou merged 72 commits into

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25_test_two_year_data

Sep 1, 2026

Merged

25 tarin on three year data#27
rogerkuou merged 72 commits into
mainfrom
25_test_two_year_data

Commits on Feb 27, 2026
- initial example of two year data
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- update examples notebook
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- add example training scritps
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- add example slurm file
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- update fig dir
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- add README
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- Merge branch 'main' into 25_test_two_year_data
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Commits on Mar 18, 2026
- Apply suggestions from code review
  
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- fix conflicts
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- separate training and inference
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- update model exportation with checkpoint
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- add inference scripts
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- use logging to replace print
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- update example slurm scripts
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Commits on Mar 26, 2026
- force example notebook to be identical as main
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- Apply suggestions from code review
  
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- revert changes in model file
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- remove inference script
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- maintain the same config in example script as example notebook
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- update the training loop
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- update logger and log file
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Commits on Mar 27, 2026
- update the training script and slurm file
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- document the efficiency calculation in README
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- add an example slurm log
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Commits on Apr 20, 2026
- Merge branch 'main' into 25_test_two_year_data
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- add docstring to datasets
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- update example training script with train_monthly_model function
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- update slurm
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- update training script
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Commits on Apr 23, 2026
- add logger to training script
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- enable printing in slurm logv files
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- add constraints on the lattitude
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- add slurm output file of a subset
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- add a full SLURM log file
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- update readme
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- update slurm job time to 4hrs default
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Commits on Apr 29, 2026
- Update scripts/README.md
  
  rogerkuou
  and
  SarahAlidoost
  authored
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Commits on May 4, 2026
- update longitude constraint
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Commits on Jun 15, 2026
- Merge branch 'main' into 25_test_two_year_data
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- update training script with new etting
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- config data paths
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Commits on Jun 17, 2026
- update training script
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- update training script
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- update training script
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Commits on Jun 18, 2026
- update training parameters
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Commits on Jun 19, 2026
- fix residuals
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- variable names
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Commits on Aug 13, 2026
- add scripts to run best tuned model on test dataset
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- doc best hypterparameters
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Commits on Aug 14, 2026
- remove shebang
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Commits on Aug 16, 2026
- solve conflict
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- reorgnize folder
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- formatting
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- merge run best model for example
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- rename training.slurm
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- update training script
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Commits on Aug 18, 2026
- update the latest parameters
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Commits on Aug 20, 2026
- reduce node number and training batch number
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- Merge branch 'main' into 25_test_two_year_data
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- remove old logs
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- clean up the scripts
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- add early stopping print statement to train
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- expose some more tune parameters in training, adjust scheduler min_lr and lr_factor
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- undo the unneccessary changes to data_preparation scripts
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- update scripts
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- update scripts
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- adjust batch size
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Commits on Aug 25, 2026
- update readme of scripts
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- update batch size
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Commits on Sep 1, 2026
- solve conficts
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- update readme
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- update readme
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Commits

Commits on Feb 27, 2026

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Commits on Aug 13, 2026

Commits on Aug 14, 2026

Commits on Aug 16, 2026

Commits on Aug 18, 2026

Commits on Aug 20, 2026

Commits on Aug 25, 2026

Commits on Sep 1, 2026