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Issues list

Add an independent config file region specific
#69 opened Sep 12, 2024 by JulianBiesheuvel
Improve way topographical data is retrieved
#67 opened Sep 11, 2024 by JordiBolibar
Automatically download WGMS data enhancement New feature or request
#66 opened Sep 11, 2024 by JordiBolibar
Add MassBalanceMachine Plot Classes enhancement New feature or request medium priority
#59 opened Aug 29, 2024 by JulianBiesheuvel
@JulianBiesheuvel
1
Account for stake measurements that are located outside the glacier outlines provided by RGI bug Something isn't working medium priority
#51 opened Aug 12, 2024 by JulianBiesheuvel
@marvande
1
Add alternative and less rigorous solutions to convert the data to monthly resolution bug Something isn't working medium priority
#50 opened Aug 12, 2024 by JulianBiesheuvel
Create a visualisation approach for the cross validation folds enhancement New feature or request low priority
#48 opened Aug 9, 2024 by JulianBiesheuvel
1
Discuss how to do data storage of other regions GH repository high priority
#47 opened Aug 9, 2024 by JulianBiesheuvel
@JordiBolibar @JulianBiesheuvel
@marvande @khsjursen
Provide the option for the users to choose between gridsearch or randomsearch enhancement New feature or request incomplete on hold performance Improve computational performance of the model
#41 opened Jul 17, 2024 by JulianBiesheuvel
@JulianBiesheuvel
1
Create a wrapper class that includes data(?), model, and gridsearch enhancement New feature or request medium priority on hold
#40 opened Jul 17, 2024 by JulianBiesheuvel
@JulianBiesheuvel
1
Optimze the CustomXGBoost class (.apply) low priority performance Improve computational performance of the model
#39 opened Jul 17, 2024 by JulianBiesheuvel
Create Jupyter notebook with workflow overview - XGBoost Model Training documentation Improvements or additions to documentation high priority In Progress This issue is currently under investigation
#38 opened Jul 16, 2024 by JulianBiesheuvel
@JulianBiesheuvel
Fix pickling problem with closure in custom loss by using dill bug Something isn't working high priority on hold
#36 opened Jul 9, 2024 by khsjursen
1
Decide what date columns are deemed necessary for the data processing pipeline enhancement New feature or request
#34 opened Jul 4, 2024 by JulianBiesheuvel
@JordiBolibar @JulianBiesheuvel @khsjursen
1
Add tests and CI to the repo enhancement New feature or request
#29 opened Jun 28, 2024 by JordiBolibar
Define custom scorer outside CustomXGBoostRegressor class (default) to facilitate additional scorer options enhancement New feature or request high priority In Progress This issue is currently under investigation
#27 opened Jun 27, 2024 by khsjursen
@JulianBiesheuvel @khsjursen
Add CryoSat data high priority new mass balance data New ground truth dataset to be used as a target
#21 opened Jun 25, 2024 by JordiBolibar
@JulianBiesheuvel
Make normalization of features standard practice in data processing enhancement New feature or request
#20 opened Jun 25, 2024 by khsjursen
1
Add debris cover new input feature Addition of new input features for training
#19 opened Jun 25, 2024 by JordiBolibar
Add std of surface air temperature new input feature Addition of new input features for training
#18 opened Jun 25, 2024 by JordiBolibar
1
Add continentality index new input feature Addition of new input features for training
#17 opened Jun 25, 2024 by JordiBolibar
Add geodetic mass balance from Hugonnet et al. enhancement New feature or request new mass balance data New ground truth dataset to be used as a target
#16 opened Jun 25, 2024 by JordiBolibar
Add skyview factor as input data new input feature Addition of new input features for training
#15 opened Jun 25, 2024 by JordiBolibar
Tune temporal batching for model optimization enhancement New feature or request
#12 opened Jun 24, 2024 by JordiBolibar
The contributors documentation Improvements or additions to documentation
#4 opened Jun 19, 2024 by JordiBolibar
9
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