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Add MassBalanceMachine Plot Classes #59

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JulianBiesheuvel opened this issue Aug 29, 2024 · 1 comment
Open

Add MassBalanceMachine Plot Classes #59

JulianBiesheuvel opened this issue Aug 29, 2024 · 1 comment
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@JulianBiesheuvel
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enhancement New feature or request medium priority

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@JulianBiesheuvel
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Describe the solution you'd like
Added a dedicated .plot class, or classes, containing methods for plotting predictions, maps, and other kinds of graphs, all in one place.
@JulianBiesheuvel JulianBiesheuvel self-assigned this Aug 29, 2024
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JulianBiesheuvel commented Aug 29, 2024 •
edited by marvande
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  • Plot for the climate features, values versus time
  • Distributions of cross-validation splits
  • Hyperparameter search for the best model (graph displaying the loss per searched value of a single hyperparameter)
  • Predictions versus Ground truth
  • Plot distributions of the input variables
  • Plot glacier attributes (slope, aspect, elevation, dist from border)
  • Plot temperature and precipitation aggregated over grid points
  • Line plot of the glacier average per year

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