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@sclaw sclaw commented May 2, 2025

Description

This PR adds the start of a data pre-processing class. The class is able to load DEMs and depth rasters into memory and organize them into arrays useful for training the GPR. Additionally, a toy subclass in included to provide sample data for validating the model pipeline. A minimal Jupyter notebook is included to visualize the toy terrain.

Note that no Google-style docstrings have been included because later refactors may change which functions are user-facing.

Fixes #1

Type of change

Please delete options that are not relevant.

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • This change requires a documentation update

Checklist:

  • I have performed a self-review of my own code
  • My code has docstrings for all functions. User-level docstrings use Google-style docstrings
  • My code uses type-hinting for all functions
  • Black formatting has been applied
  • I have commented my code, particularly in hard-to-understand areas
  • I have made changes to the documentation (when appropriate)
  • My changes generate no new warnings
  • I have added tests that prove my fix is effective or that my feature works (when appropriate)
  • New and existing tests pass locally with my changes

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2 participants