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@NickGeneva NickGeneva released this 23 Jul 21:03
0.2.0
f0cdcb5
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Learn about vigilant mode.

Earth2Studio general release 0.2.0

🚨 Breaking Changes 🚨

  • Changed utility function extract_coords to split_coords.
  • Updated perturbation methods API PerturbationMethod -> Perturbation.
  • Change 'input_coords' and 'output_coords' for models from a property to methods 'output_coords' accepts an input coordinates to determine the corresponding outputs.

📕 Change Log

🌎 Added

  • Built in diagnostic workflow
  • Basic diagnostic example
  • Batch dimension userguide
  • Parallel inference example
  • Perturbation method section in userguide
  • WeatherBench Climatology and ERA5 data source
  • Added datasource_to_file utility function
  • Add lagged ensemble perturbation method
  • Add ACC and CRPS metrics
  • Added the ability to reload zarr and netcdf backends
  • Added the ability to read from an IOBackend
  • Add spread/skill ratio
  • Added FuXi weather model
  • Added rank histogram
  • Added reduction_dimensions as required property in statistics and metrics API
  • Added Lexicon and Automodel userguide
  • Added an 'output_coords' method to Statistics and Metrics.
  • Added IMERG data source

⚙️ Changed

  • Changed utility function extract_coords to split_coords
  • Batched coordinate arrays now use np.empty(0) instead of np.empty(1)
  • Improving user guide layout and developer documentation
  • Updated perturbation methods API PerturbationMethod -> Perturbation
    These now generate noise and apply it to the input tensor
  • Removed original Perturbation class
  • Updated SFNO coordinates to include optional batch dimension
  • NetCDF reads are now mode='r+' instead of 'w'
  • Change 'input_coords' and 'output_coords' for models from a property to methods 'output_coords' accepts an input coordinates to determine the corresponding outputs
  • Updated Package to use WholeFileCacheFileSystem. Extend package API to open and resolve. Deprecation warning added to get()

🔨 Fixed

  • Enable version switch in documentation site
  • Longitude coordinates of precip and climatenet diagnostic models
  • Fixed pressure levels of IFS datasource to include all available

📦 Dependencies

  • Bump Modulus required version to 0.6.0
  • PyUpgrade pre-commit hook for Python 3.10
  • Removed boto3
  • Added ruamel.yaml, torch-harmonics, tensorly and tensorly-torch as optional deps for SFNO
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