Published April 28, 2026 | Version 0.6.0
Software Open

PyEarthTools: Machine learning for Earth system science

Authors/Creators

  • 1. Bureau of Meteorology, Australia
  • 2. Work undertaken while at the Bureau of Meteorology, Australia
  • 3. NIWA - The National Institute of Water and Atmospheric Research, New Zealand
  • 4. University of New South Wales Sydney, Australia
  • 5. Met Office, United Kingdom
  • 6. Independent researcher
  • 7. Independent researcher, Vietnam
  • 8. Independent researcher, Australia
  • 9. ACCESS-NRI, Australia

Description

What's Changed

  • Significant improvement in test coverage thanks to @edoyango
  • Add additional autoencoder tutorial with more explanation in it by @tennlee in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/198
  • Create an updated version of autoencoder tutorial by @stevehadd in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/194
  • add optional undo to dataset aligner by @edoyango in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/200
  • Add Edward Yang to zenodo by @edoyango in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/203
  • Add CONTRIBUTING.md by @lukehoffmann in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/208
  • fix: Add TypeVar("C") for decorators to maintain typing by @HCookie in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/213
  • Update Readme Conda Installation by @ThermoDev in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/214
  • Contributing guide enhancements by @lukehoffmann in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/210
  • Add few tests by @ThermoDev in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/215
  • Lucie integration by @tennlee in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/212
  • add tests for converter by @ThermoDev in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/218
  • Add default entries in Catalog and more tests by @ThermoDev in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/222
  • autoencoder updates by @stevehadd in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/224
  • feat: Add entrypoint for anemoi-datasets to PyEarthTools by @HCookie in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/216
  • Test coverage for pyearthtools.pipeline.operations.numpy by @lukehoffmann in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/220
  • fix filters doc string by @edoyango in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/238
  • Update contributor guide by @tennlee in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/240
  • Add pull request template by @tennlee in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/241
  • reverse logic for DropValue filters by @edoyango in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/232
  • Add code to tolerate exceptions of recognised (filtered) types in the pipeline controller by @tennlee in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/251

New Contributors

  • @edoyango made their first contribution in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/197
  • @lukehoffmann made their first contribution in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/208
  • @ThermoDev made their first contribution in https://github.com/ACCESS-Community-Hub/PyEarthTools/pull/214

Full Changelog: https://github.com/ACCESS-Community-Hub/PyEarthTools/compare/0.5.1...0.6.0

Files

ACCESS-Community-Hub/PyEarthTools-0.6.0.zip

Files (36.5 MB)

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Additional details

Related works

Is supplement to
Software: https://github.com/ACCESS-Community-Hub/PyEarthTools/tree/0.6.0 (URL)

Software

Repository URL
https://github.com/ACCESS-Community-Hub/PyEarthTools