YunLiu

Add `kind` property in `MetaTensor`

2

Part of https://github.com/Project-MONAI/MONAI/issues/7486 ### Types of changes - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature...

Fixes #4027 ### Description In this draft PR, I have two proposals about how to add geometric transforms. One is that assume the operation on different objects as different operators....

TypeError: SequentialWithIdx.forward() missing 1 required positional argument: 'indices'"

2

**Describe the bug** Quicknat not work as expected. **To Reproduce** ``` from monai.networks.nets import Quicknat import torch model = Quicknat( num_classes=1, num_channels=1, num_filters=64, se_block=None ).to("cuda:0") data = torch.rand((1, 1, 32,...

Blossom CI killed

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``` 11:20:39 Starting test: test_consistent_resize (tests.test_resized.TestResized)... 11:28:16 monai_pip.sh: line 69: 1413 Killed PYTHONPATH="$tmp_dir":$PYTHONPATH BUILD_MONAI=1 python ./tests/runner.py -p 'test_((?!integration).)' ``` After Pytorch 2.2, blossom ci terminating unexpectedly.

Documentation about what parameters can be overrides in Auto3dSeg

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Relatedly - are the full set of options for `training_params` documented anywhere? In my case I'm trying to prevent my data being cached during training, but more generally I'd like...

Reorganize the files in the test folder for easier management and use. https://github.com/Project-MONAI/MONAI/tree/dev/tests Sections that may need to be updated: - https://github.com/Project-MONAI/MONAI/blob/dev/CONTRIBUTING.md#unit-testing - https://github.com/Project-MONAI/MONAI/blob/dev/runtests.sh - https://github.com/Project-MONAI/MONAI/blob/33afaefff925dce45b8331e8290f234a4d95fd51/.github/workflows/integration.yml#L62 - https://github.com/Project-MONAI/MONAI/blob/dev/tests/min_tests.py - https://github.com/Project-MONAI/MONAI/blob/dev/tests/runner.py#L131C39-L131C50...

Update the schema for MONAI Bundle

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There are several things we want to update in the schema. https://github.com/Project-MONAI/MONAI-extra-test-data/releases/download/0.8.1/meta_schema_20220324.json - Rename `optional_packages_version` to `required_packages_version`, https://github.com/Project-MONAI/MONAI/pull/7253 - Differentiate between model output and postprocessing output, https://github.com/Project-MONAI/MONAI/issues/6724 - Take into...

Rename `optional_packages_version` to `required_packages_version`

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Fixes #6959. ### Description A few sentences describing the changes proposed in this pull request. ### Types of changes - [x] Non-breaking change (fix or new feature that would not...

`Lazy=True` ignored when using nested `Compose`

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**Describe the bug** `Lazy=True` ignored when using nested `Compose` **To Reproduce** ``` import monai.transforms as mt from monai.data import Dataset d = {"image": "/workspace/Code/MONAI/tests/testing_data/ref_avg152T1_LR.nii.gz"} trans = mt.Compose( [ mt.Flipd(keys="image", spatial_axis=1),...

Monitoring system resources during training using MLFlow

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### Discussed in https://github.com/Project-MONAI/MONAI/discussions/7404 Originally posted by **kavmar** January 18, 2024 Hi, I found a cool feature in the recent MLFlow release where we can monitor and log system resources...