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1.0.1

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@ATATC ATATC released this 10 Oct 14:18
· 105 commits to main since this release

What's Changed

  • Support editing frontend secrets through a command line tool by @ATATC in #2
  • Rename mipcandy.preset to mipcandy.presets by @ATATC in #6
  • Modularize the getter of model complexity info by @ATATC in #11
  • Enhance sanity_check() by @ATATC in #13
  • Add K-fold cross-validation support by @ATATC in #18
  • Support loading default values of arguments of Trainer.train() from settings by @ATATC in #22
  • Log errors in Trainer by @ATATC in #24
  • 3D segmentation training blocked by PyVista rendering windows after each epoch by @ATATC in #19
  • Add multimodal support for NNUNetDataset by @ATATC in #20
  • Multi-channel 3D visualization crashes in SegmentationTrainer._save_preview() by @ATATC in #29
  • SegmentationTrainer crashes because "min_all" not implemented for 'UInt16' during preview generation by @perctrix in #31
  • Fix SlidingWindow 3D metadata dimensions causing revert failure by @perctrix in #35
  • Fix preserve subclass type in NNUNetDataset.fold() method by @perctrix in #39
  • Add SlidingSegmentationTrainer for consistent shapes by @ATATC in #42
  • Set the model to inference mode during sanity check by @ATATC in #46
  • Create a type alias for torch.device | str by @ATATC in #51
  • Use quotient regression for vlidation score prediction instead of polynomial regression by @ATATC in #48
  • Support estimated time of completion prediction by @ATATC in #56
  • Support updating keyword arguments in LayerT by @ATATC in #58
  • Make the console prettier by using rich more by @ATATC in #60
  • TypeError: 'NoneType' object is not subscriptable in predict_maximum_validation_score() when validation score prediction fails by @ATATC in #63
  • Frontend metrics display raw values without unit conversion, causing unreadable numbers by @ATATC in #61
  • Redundant logging in train() by @ATATC in #65
  • Rename "mask" to "output" for generic usage by @ATATC in #67
  • visualize3d() makes training freeze when saving 3D previews due to incorrect PyVista off-screen timing by @perctrix in #55
  • Include date in ETC by @ATATC in #69
  • Support built-in dataset downloading by @ATATC in #70
  • Add multi-output support in sanity_check() by @ATATC in #72

New Contributors

  • @ATATC made their first contribution in #2

Full Changelog: 1.0.0...1.0.1