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v0.1.5

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@tom-andersson tom-andersson released this 17 Jul 17:07
· 390 commits to main since this release

What's Changed

  • Fix rounding errors in DeepSensorModel.predict coordinates from normalise-unnormalise operations by @tom-andersson and @polpel in #25
  • Support autoregressive (AR) sampling in DeepSensorModel.predict
  • Support training with multiple non-overapping targets
  • Support NaNs in context and target data for ConvNP
  • deepsensor.active_learning enhancements
  • Support numpy coordinates in TaskLoader context/target and DeepSensorModel.predict targets
  • Switch default random sampling behaviour for xarray data to use linear interpolation rather than grid-cell wise to avoid prediction artifacts away from grid cells (thanks @jonas-scholz123)

Full Changelog: v0.1.4...v0.1.5