Published July 12, 2023
| Version climate_invariant_v2
Software
Open
tbeucler/CBRAIN-CAM: Climate-Invariant branch, second release
Description
- Contains the new Climate_Invariant_Guide.ipynb to reproduce the superior generalizability of climate-invariant models using reduced data from Earth-like super-parameterized simulations
- This guide contains a more compact set of Python libraries and their versions, facilitating reproducibility
- Includes all figures from the second version of the climate-invariant manuscript's preprint in 090_Climate_Invariant_Paper_Figures_v2.ipynb
- Includes new multi-climate experiments as well as preliminary online results
- Consistent with the version used for the ECMWF MOOC on ML for weather and climate
Files
tbeucler/CBRAIN-CAM-climate_invariant_v2.zip
Files
(268.9 MB)
| Name | Size | Download all |
|---|---|---|
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md5:369dd6fa9aba075b45ca715aa5d27f11
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268.9 MB | Preview Download |
Additional details
Related works
- Is supplement to
- https://github.com/tbeucler/CBRAIN-CAM/tree/climate_invariant_v2 (URL)