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v0.3.3

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@tom-andersson tom-andersson released this 07 Nov 14:52
· 96 commits to main since this release
16741f3

What's Changed

  • New documentation by @tom-andersson and @kallewesterling, containing steps for getting started, a user guide, learning resources, a list of research ideas, community information, and more. Uses the Jupyter Book system with fully reproducible notebooks demoing features of the package.
  • New deepsensor.data.sources module for downloading ERA5, GHCNd, topography, and land mask data directly into DeepSensor xarray/pandas format. Results can be cached to disk to avoid re-downloading. Leverages get-station-data tool by @scotthosking, @magnusross, and @tom-andersson.
  • New plotting tools: deepsensor.plot.prediction and deepsensor.plot.task.
  • Various bug fixes.

Breaking changes

  • The ConvNP hyperparameter points_per_unit has been renamed to internal_density to be more intuitive. Instances of points_per_unit in code and model JSON configuration files will need to be renamed to internal_density.

New Contributors

Full Changelog: v0.3.2...v0.3.3