1.1.1

What's Changed

• Shape mismatch in _SegmentationLoss by @ATATC in #208
• dice_similarity_coefficient_with_logits(): RuntimeError: Boolean value of Tensor with more than one value is ambiguous by @ATATC in #210
• DiceBCELossWithLogits still uses min_percentage_per_class by @ATATC in #214
• Overlay fails when num_class is 1 by @ATATC in #216
• Replace one_hot with scatter_ in convert_ids_to_logits() speedup by @perctrix in #211
• Remove dice with logits clip by @ATATC in #218
• inspect(): batch tolist() and reuse fg_mask (#220) by @perctrix in #221
• convert_ids_to_logits() does not work with single-channel IDs by @ATATC in #223
• Support automatic broadcasting in _Loss by @ATATC in #227
• Extend Profiler to support memory leak diagnostics by @ATATC in #232
• Update homepage by @ATATC in #234
• inspect(): raise error when the image and label have different shapes. by @ATATC in #238

Full Changelog: 1.1.0...1.1.1

1.1.1-beta.1

What's Changed

• Update homepage by @ATATC in #234
• inspect(): raise error when the image and label have different shapes. by @ATATC in #238

Full Changelog: 1.1.1-beta.0...1.1.1-beta.1

1.1.1-beta.0

What's Changed

• Support automatic broadcasting in _Loss by @ATATC in #227
• Extend Profiler to support memory leak diagnostics by @ATATC in #232

Full Changelog: 1.1.1-alpha.1...1.1.1-beta.0

1.1.1-alpha.1

What's Changed

• convert_ids_to_logits() does not work with single-channel IDs by @ATATC in #223

Full Changelog: 1.1.1-alpha.0...1.1.1-alpha.1

1.1.1-alpha.0

What's Changed

• Shape mismatch in _SegmentationLoss by @ATATC in #208
• dice_similarity_coefficient_with_logits(): RuntimeError: Boolean value of Tensor with more than one value is ambiguous by @ATATC in #210
• DiceBCELossWithLogits still uses min_percentage_per_class by @ATATC in #214
• Overlay fails when num_class is 1 by @ATATC in #216
• Replace one_hot with scatter_ in convert_ids_to_logits() speedup by @perctrix in #211
• Remove dice with logits clip by @ATATC in #218
• inspect(): batch tolist() and reuse fg_mask (#220) by @perctrix in #221

Full Changelog: 1.1.0...1.1.1-alpha.0

1.1.0

What's Changed

• Support loading a checkpoint in Trainer by @ATATC in #108
• Multiple values for self in Trainer.save_everything_for_recovery() by @ATATC in #112
• Incorrect unpacking order of paddings in Restore3d causes dimension mismatch by @perctrix in #115
• TrainerTracker.worst_case involves torch.Tensor that causes asdict() failure by @ATATC in #116
• Support optionally saving and loading toolbox by @ATATC in #117
• Add random and foreground oversampling in ROIDataset by @perctrix in #83
• SegmentationTrainer visualization suppresses small values by @ATATC in #121
• soft_dice_coefficient incorrectly flattens all classes together by @perctrix in #125
• Finish README by @ATATC in #124
• Make images on the home page zoomable by @ATATC in #128
• Mismatched headings on the home page by @ATATC in #130
• Inapproapriate use of space in home page navigation bar by @ATATC in #132
• SlidingTrainer.validate_case() should compute metrics on full volume after sliding window reconstruction by @perctrix in #139
• SegmentationTrainer.save_preview() should check the number of label channels by @ATATC in #145
• SegmentationTrainer.save_preview() should check the number of output channels by @ATATC in #147
• For consistency, introduce types Shape2d and Shape3d by @ATATC in #148
• Fix incorrect _min_factor index mapping in Pad3d.forward() by @perctrix in #150
• Fix multiple bugs in inspection.py by @perctrix in #152
• Missing export for WandBFrontend by @ATATC in #154
• Pad2d and Pad3d: mismatched padding order by @ATATC in #157
• Normalize: vanished gradient due to in-place operations by @ATATC in #159
• SegmentationTrainer should generate preview based on class ids not logits by @ATATC in #161
• Missing dependencies pyyaml, torchvision, and wandb by @ATATC in #163
• Incorrect Fold Picking Logic by @ATATC in #164
• Sanity check inside Trainer.train() will OOM before sliding window by @ATATC in #166
• Fix SlidingTrainer.get_example_input() to return correct kernel size by @perctrix in #172
• Rename include_bg to include_background by @perctrix in #169
• ROIDataset is not foldable by @ATATC in #175
• Add transform support in all datasets by @ATATC in #176
• Support joining transforms by @ATATC in #183
• Fix "Support joining transforms" by @ATATC in #184
• save_image() can never save RGB images by @ATATC in #186
• load_image(): ensure_num_dimensions() should append dims at the end by @ATATC in #188
• Sliding window: fix batch processing logic by @ATATC in #180
• Support torch.compile() by @ATATC in #189
• Empty tensors result in Nan visualizations by @ATATC in #195
• Preprocess sliding window by @ATATC in #193
• auto_convert() has unnecessary overhead when the image is empty by @ATATC in #196
• Fixed stride inconsistency between do_sliding_window and revert_sliding_window by @perctrix in #198
• Beat nnU-Net by @ATATC in #168
• SupervisedDataset.fold() does not pass the desired types of arguments to construct_new() by @ATATC in #203
• Support dice on logits by @ATATC in #206

Full Changelog: 1.0.2...1.1.0

1.1.0-beta.3

What's Changed

• Fix incorrect _min_factor index mapping in Pad3d.forward() by @perctrix in #150
• Fix multiple bugs in inspection.py by @perctrix in #152
• Missing export for WandBFrontend by @ATATC in #154

Full Changelog: 1.1.0-beta.2...1.1.0-beta.3

1.1.0-beta.2

What's Changed

• SegmentationTrainer.save_preview() should check the number of output channels by @ATATC in #147
• For consistency, introduce types Shape2d and Shape3d by @ATATC in #148

Full Changelog: 1.1.0-beta.1...1.1.0-beta.2

1.1.0-beta.1

What's Changed

• SlidingTrainer.validate_case() should compute metrics on full volume after sliding window reconstruction by @perctrix in #139
• SegmentationTrainer.save_preview() should check the number of label channels by @ATATC in #145

Full Changelog: 1.1.0-beta.0...1.1.0-beta.1

1.1.0-beta.0

What's Changed

• Finish README by @ATATC in #124
• Make images on the home page zoomable by @ATATC in #128
• Mismatched headings on the home page by @ATATC in #130
• Inapproapriate use of space in home page navigation bar by @ATATC in #132

Full Changelog: 1.1.0-alpha.1...1.1.0-beta.0