NVIDIA / earth2mip

Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI models for weather and climate.

https://nvidia.github.io/earth2mip/

Apache License 2.0

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Draft: Add statistics #138

Closed dallasfoster closed 7 months ago

dallasfoster commented 9 months ago

Earth-2 MIP Pull Request

Description

This PR will add a framework for statistics in earth2mip that will make it easier for users to

Add statistics to an inference workflow.
Add their own new statistics to their existing inference workflows.
Create a statistics class that composes well with an IO pipeline.

Checklist

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

Dependencies

No new dependencies.