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v0.1.8

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@tom-andersson tom-andersson released this 24 Aug 16:11
· 377 commits to main since this release

What's Changed

  • Compute analogue of resolution for scattered pandas data for inferring default ConvNP internal grid resolution
  • Allow sampling auxiliary data at locations of another context set in TaskLoader with aux_at_contexts kwarg in TaskLoader.__init__
  • deepsensor.plot.offgrid_context_observations utility to plot context observation numerical values
  • Fix bug in concatenating/batching Task objects with gridded data (thanks @patel-zeel)
  • Support active learning with aux_at_targets downscaling functionality by @RohitRathore1 in #35
  • Unified (single) progress bar during active learning with GreedyAlgorithm

Breaking changes

  • Update DataProcessor config to store user-provided normalisation method for each variable

Contributors

Full Changelog: v0.1.7...v0.1.8