Wenqi Li

A utility function to generate sampling points

2

**Is your feature request related to a problem? Please describe.** Currently there are a few functions in monai.transforms to help sampling image patches: 1. `map_classes_to_indices` to identify all feasible sampling...

**Is your feature request related to a problem? Please describe.** the current API is private https://github.com/Project-MONAI/MONAI/blob/e18097d0a8ba323ee66aeb7830d296bf54f44bdd/monai/bundle/scripts.py#L68-L71 should be made available properly for reading multiple config files and dictionary-based overrides.

**Is your feature request related to a problem? Please describe.** currently the schema file is at https://github.com/Project-MONAI/MONAI-extra-test-data/releases/tag/0.8.1, would be great to have an alias of them under the domain `https://monai.io`,...

print_config to hide user info

2

**Is your feature request related to a problem? Please describe.** https://github.com/Project-MONAI/MONAI/blob/25c9c3951858bd60b4d02bcaca7fff9c4236bff7/monai/config/deviceconfig.py#L101 `print_config` is extensively used in the notebooks, and would be great to make sure the output not leaking any...

**Is your feature request related to a problem? Please describe.** referring to https://opensource.guide/building-community/#meet-contributors-where-theyre-at would be great to include a detailed guide to tell new contributors how to get started. cc...

LazyTrait and apply_transform API issue

1

**Describe the bug** The pattern of invoking transforms with a `lazy` parameter depending on `isinstance(transform, LazyTrait)` is problematic https://github.com/Project-MONAI/MONAI/blob/e6ec945e4b87b90835cdad29ea64b1f27b8accda/monai/transforms/transform.py#L98 because the `LazyTrait` API doesn't provide a `__call__` design. https://github.com/Project-MONAI/MONAI/blob/e6ec945e4b87b90835cdad29ea64b1f27b8accda/monai/transforms/traits.py#L22-L24 (introduced...

follow up of https://github.com/Project-MONAI/MONAI/pull/6529#issuecomment-1553934026 the auto-scaling should be tested in one of the integration tests for auto3dseg.

**Describe the bug** Follow-up of https://github.com/Project-MONAI/tutorials/issues/1336, depending on the cuDNN version and GPU mode, `LocalNormalizedCrossCorrelationLoss` running with low precision operations may not be numerically stable. The current workaround is with...

6442 device specific heads for dynunet

2

Fixes #6442 ### Description make `self.heads` safe for multi devices ### Types of changes - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [...

6439 adds a compose `mode` for lazy evaluation

1

Fixes #6439 ### Description adds a `mode="strict"` to `Compose` so that only consecutive lazy transforms are combined together for one-step resampling (when `lazy_evaluation=True`). ### Types of changes - [x] Non-breaking...