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Add a new tutorial showing end-to-end from data fetching to prediction#113

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tennlee merged 10 commits intoACCESS-Community-Hub:developfrom
tennlee:new_demo
May 22, 2025
Merged

Add a new tutorial showing end-to-end from data fetching to prediction#113
tennlee merged 10 commits intoACCESS-Community-Hub:developfrom
tennlee:new_demo

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@tennlee
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@tennlee tennlee commented May 22, 2025

Demonstrates:

  • Fetching ERA5 data using cloud-based Zarr servers for those who don't have it on disk, using a 2.8GB subset
  • The FourCastNeXt model architecture applied to global model data at low resolution
  • How do conduct end-to-end training and generate predictions

Additionally:

  • Addresses some yaml lint

tennlee added 5 commits May 22, 2025 13:07
 - Linting of YAML files
 - Source code changes needed to support low-resolution tutorial
Restore commented-out log diagnostics following debugging process
Improve utilisation of flexible directories
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coveralls commented May 22, 2025

Pull Request Test Coverage Report for Build 15183770816

Details

  • 0 of 0 changed or added relevant lines in 0 files are covered.
  • No unchanged relevant lines lost coverage.
  • Overall coverage remained the same at 59.972%

Totals Coverage Status
Change from base Build 15139881597: 0.0%
Covered Lines: 9660
Relevant Lines: 15647

💛 - Coveralls

tennlee added 5 commits May 22, 2025 18:09
Update the demo data loader to cache data
Remove accidental file inclusions from previous commits
Update the tutorial and configs to use the relevant crop operation
@tennlee tennlee merged commit 2a15ba1 into ACCESS-Community-Hub:develop May 22, 2025
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@tennlee tennlee deleted the new_demo branch May 22, 2025 10:12
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