NVIDIA / earth2studio

Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.

https://nvidia.github.io/earth2studio/

Apache License 2.0

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Perturbation API update #34

Closed NickGeneva closed 4 months ago

NickGeneva commented 4 months ago

Earth2Studio Pull Request

Description

Updating the perturbations methods to now modify the tensor directly. Making the API the same as diagnostics. The goal of this is to make perturbations simpler / aligned with the rest of the package and future proof the API. Namely, more complex implementations that handle normalization will not break API.

Update perturbation methods APIs
Remove legacy perturbation class
Updated ensemble workflow and example
Added user guide section plus some other doc updates

Checklist

[x] I am familiar with the Contributing Guidelines.
[ ] New or existing tests cover these changes.
[x] The documentation is up to date with these changes.
[x] The CHANGELOG.md is up to date with these changes.
[ ] An issue is linked to this pull request.

Dependencies

NickGeneva commented 4 months ago

/blossom-ci

NickGeneva commented 4 months ago

/blossom-ci

NickGeneva commented 4 months ago

/blossom-ci

NickGeneva commented 4 months ago

/blossom-ci