v0.3.3
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. Leveragesget-station-data
tool by @scotthosking, @magnusross, and @tom-andersson. - New plotting tools:
deepsensor.plot.prediction
anddeepsensor.plot.task
. - Various bug fixes.
Breaking changes
- The
ConvNP
hyperparameterpoints_per_unit
has been renamed tointernal_density
to be more intuitive. Instances ofpoints_per_unit
in code and model JSON configuration files will need to be renamed tointernal_density
.
New Contributors
- @scotthosking made their first contribution in #86
Full Changelog: v0.3.2...v0.3.3