0.8.1
版本发布时间: 2022-02-17 07:46:11
Project-MONAI/MONAI最新发布版本:1.4.0(2024-10-17 08:54:28)
Added
- Support of spatial 2D for
ViTAutoEnc
- Support of
dataframe
object input inCSVDataset
- Support of tensor backend for
Orientation
- Support of configurable delimiter for CSV writers
- A base workflow API
-
DataFunc
API for dataset-level preprocessing -
write_scalar
API for logging with additionalengine
parameter inTensorBoardHandler
- Enhancements for NVTX Range transform logging
- Enhancements for
set_determinism
- Performance enhancements in the cache-based datasets
- Configurable metadata keys for
monai.data.DatasetSummary
- Flexible
kwargs
forWSIReader
- Logging for the learning rate schedule handler
-
GridPatchDataset
as subclass ofmonai.data.IterableDataset
-
is_onehot
option inKeepLargestConnectedComponent
-
channel_dim
in the image readers and support of stacking images with channels - Support of
matshow3d
with givenchannel_dim
- Skipping workflow
run
if epoch length is 0 - Enhanced
CacheDataset
to avoid duplicated cache items -
save_state
utility function
Changed
- Optionally depend on PyTorch-Ignite v0.4.8 instead of v0.4.6
-
monai.apps.mmars.load_from_mmar
defaults to the latest version
Fixed
- Issue when caching large items with
pickle
- Issue of hard-coded activation functions in
ResBlock
- Issue of
create_file_name
assuming local disk file creation - Issue of
WSIReader
when the backend isTiffFile
- Issue of
deprecated_args
when the function signature contains kwargs - Issue of
channel_wise
computations for the intensity-based transforms - Issue of inverting
OneOf
- Issue of removing temporary caching file for the persistent dataset
- Error messages when reader backend is not available
- Output type casting issue in
ScaleIntensityRangePercentiles
- Various docstring typos and broken URLs
-
mode
in the evaluator engine - Ordering of
Orientation
andSpacing
inmonai.apps.deepgrow.dataset
Removed
- Additional deep supervision modules in
DynUnet
- Deprecated
reduction
argument forContrastiveLoss
- Decollate warning in
Workflow
- Unique label exception in
ROCAUCMetric
- Logger configuration logic in the event handlers