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wesselb committed Jan 20, 2025
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5 changes: 3 additions & 2 deletions assets/models/system/aurora/description.md
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Expand Up @@ -12,9 +12,10 @@ precisely which models are available.

## Resources

* [Documentation of the Aurora Foundry Python API detailed instruction and examples](https://microsoft.github.io/aurora/foundry/intro.html)
* [Documentation of the Aurora Python implementation](https://microsoft.github.io/aurora)
* [Documentation of the Aurora Foundry Python API](https://microsoft.github.io/aurora/foundry/intro.html)
* [A full-fledged example that runs the model on Foundry](https://microsoft.github.io/aurora/foundry/demo_hres_t0.html).
* [Implementation of the Aurora model](https://github.com/microsoft/aurora)
* [Documentation of the Aurora implementation](https://microsoft.github.io/aurora/intro.html)
* [Paper with detailed evaluation](https://arxiv.org/abs/2405.13063)

## Quickstart
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2 changes: 1 addition & 1 deletion assets/models/system/aurora/evaluation.md
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Expand Up @@ -3,4 +3,4 @@ These evaluations not only compare measures of accuracy, such as the root mean s
but also look at the behaviour in extreme situations, like extreme heat and cold, and rare events, like Storm Ciarán in 2023.
These evaluations are the main topic of [the paper](https://arxiv.org/pdf/2405.13063).

*Note: The documentation included in this file is for informational purposes only and is not intended to supersede the applicable license terms.*
*Note: The documentation included here is for informational purposes only and is not intended to supersede the applicable license terms.*
7 changes: 0 additions & 7 deletions assets/models/system/aurora/notes.md
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Expand Up @@ -34,10 +34,3 @@ This project may contain trademarks or logos for projects, products, or services
Authorized use of Microsoft trademarks or logos is subject to and must follow [Microsoft's Trademark & Brand Guidelines](https://www.microsoft.com/en-us/legal/intellectualproperty/trademarks/usage/general).
Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship.
Any use of third-party trademarks or logos are subject to those third-party's policies.

## FAQ

### Why are the fine-tuned versions of Aurora for air quality and ocean wave forecasting missing?

The package currently includes the pretrained model and the fine-tuned version for high-resolution weather forecasting.
We are working on the fine-tuned versions for air pollution and ocean wave forecasting, which will be included in due time.

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