merge master #429

Nic-Ma · 2022-07-08T14:05:22Z

Fixes # .

Description

A few sentences describing the changes proposed in this pull request.

Status

Ready/Work in progress/Hold

Types of changes

Non-breaking change (fix or new feature that would not break existing functionality).
Breaking change (fix or new feature that would cause existing functionality to change).
New tests added to cover the changes.
Integration tests passed locally by running ./runtests.sh -f -u --net --coverage.
Quick tests passed locally by running ./runtests.sh --quick --unittests --disttests.
In-line docstrings updated.
Documentation updated, tested make html command in the docs/ folder.

* Adding discussion on format to bundle specification Signed-off-by: Eric Kerfoot <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

updates: - [github.com/asottile/pyupgrade: v2.31.0 → v2.31.1](asottile/pyupgrade@v2.31.0...v2.31.1) Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* [DLMED] change PatchIter to be a transform Signed-off-by: Nic Ma <[email protected]> * [DLMED] add dict transform Signed-off-by: Nic Ma <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * [DLMED] add unit tests Signed-off-by: Nic Ma <[email protected]> * [DLMED] store coords in dict Signed-off-by: Nic Ma <[email protected]> * [DLMED] update according to comments Signed-off-by: Nic Ma <[email protected]> * [DLMED] restore the doc-string Signed-off-by: Nic Ma <[email protected]> * [DLMED] store more info Signed-off-by: Nic Ma <[email protected]> * [DLMED] update according to comments Signed-off-by: Nic Ma <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* Fix a logical error in level verification Signed-off-by: Behrooz <[email protected]>

Signed-off-by: Nic Ma <[email protected]>

* Refactor `if` expression * update clang format Signed-off-by: Wenqi Li <[email protected]> * [MONAI] python code formatting Signed-off-by: monai-bot <[email protected]> Co-authored-by: deepsource-autofix[bot] <62050782+deepsource-autofix[bot]@users.noreply.github.com> Co-authored-by: monai-bot <[email protected]>

* SplitDim Signed-off-by: Richard Brown <[email protected]> * fix Signed-off-by: Richard Brown <[email protected]> * fixes Signed-off-by: Richard Brown <[email protected]> * fix update meta Signed-off-by: Richard Brown <[email protected]> * update docs Signed-off-by: Wenqi Li <[email protected]> Co-authored-by: Wenqi Li <[email protected]>

* update mmar tests Signed-off-by: Wenqi Li <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes pylint error Signed-off-by: Wenqi Li <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* extend mlp Signed-off-by: Wenqi Li <[email protected]> * 0 mlp_dim Signed-off-by: Wenqi Li <[email protected]> * update based on comments Signed-off-by: Wenqi Li <[email protected]>

* added 2D (normalized) surface dice metric Signed-off-by: Silvia Seidlitz <[email protected]> * exclude from min tests Signed-off-by: Wenqi Li <[email protected]> * more detailled docstring Signed-off-by: Silvia Seidlitz <[email protected]>

* Fix doc strings error Signed-off-by: Yiheng Wang <[email protected]> * remove duplicate places Signed-off-by: Yiheng Wang <[email protected]>

* update sys req Signed-off-by: Wenqi Li <[email protected]> * temp test Signed-off-by: Wenqi Li <[email protected]> * update code for torch>=1.7 Signed-off-by: Wenqi Li <[email protected]> * temp tests Signed-off-by: Wenqi Li <[email protected]> * fixes tests Signed-off-by: Wenqi Li <[email protected]> * autofix Signed-off-by: Wenqi Li <[email protected]> * fixes import Signed-off-by: Wenqi Li <[email protected]> * clear cache Signed-off-by: Wenqi Li <[email protected]> * update based on comments Signed-off-by: Wenqi Li <[email protected]> * remove temp cmd Signed-off-by: Wenqi Li <[email protected]>

* Update the existing functionality to comply with the `torchscript.jit.script` function. Signed-off-by: Ramon Emiliani <[email protected]>

* meta tensor Signed-off-by: Richard Brown <[email protected]>

* [DLMED] add kwargs for to() API Signed-off-by: Nic Ma <[email protected]> * [MONAI] python code formatting Signed-off-by: monai-bot <[email protected]> * [DLMED] fix typo Signed-off-by: Nic Ma <[email protected]> * [DLMED] fix flake8 Signed-off-by: Nic Ma <[email protected]> * [DLMED] update according to comments Signed-off-by: Nic Ma <[email protected]> Co-authored-by: monai-bot <[email protected]>

Signed-off-by: Wenqi Li <[email protected]>

* update meta tensor api Signed-off-by: Wenqi Li <[email protected]> * update based on comments Signed-off-by: Wenqi Li <[email protected]>

Signed-off-by: Richard Brown <[email protected]>

Signed-off-by: Wenqi Li <[email protected]>

to and from meta

* no skip if before pytorch 1.7 Signed-off-by: Richard Brown <[email protected]> * fix Signed-off-by: Richard Brown <[email protected]> * fix Signed-off-by: Richard Brown <[email protected]>

Signed-off-by: Nic Ma <[email protected]>

* [DLMED] fix typo in bundle scripts Signed-off-by: Nic Ma <[email protected]> * [DLMED] add support for AMP args Signed-off-by: Nic Ma <[email protected]> * [MONAI] python code formatting Signed-off-by: monai-bot <[email protected]> * [DLMED] fix flake8 Signed-off-by: Nic Ma <[email protected]> Co-authored-by: monai-bot <[email protected]>

… and iterating across batches (#4137) `MetaTensor`: collate; decollate; dataset; dataloader; out=; indexing and iterating across batches (#4137)

* [DLMED] update Workflow.py Signed-off-by: Nic Ma <[email protected]> * [DLMED] update all the engines Signed-off-by: Nic Ma <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * [DLMED] fix flake8 Signed-off-by: Nic Ma <[email protected]> * [DLMED] fix flake8 Signed-off-by: Nic Ma <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* Implement WSIReader with OpenSlide backend . Signed-off-by: Behrooz <[email protected]> * Add unittest for openslide Signed-off-by: Behrooz <[email protected]> * Add docs Signed-off-by: Behrooz <[email protected]> * formatting Signed-off-by: Behrooz <[email protected]> * Update imports and few fixes Signed-off-by: Behrooz <[email protected]> * Fix x,y in docstrings Signed-off-by: Behrooz <[email protected]> * Address comments Signed-off-by: Behrooz <[email protected]> * Remove x and y Signed-off-by: Behrooz <[email protected]>

* Implement PatchWSIDataset Signed-off-by: Behrooz <[email protected]> * Add unittests Signed-off-by: Behrooz <[email protected]> * Add docs Signed-off-by: Behrooz <[email protected]> * Reorder imports Signed-off-by: Behrooz <[email protected]> * formatting: Signed-off-by: Behrooz <[email protected]> * Address comments Signed-off-by: Behrooz <[email protected]> * Update to be compatible with Dataset Signed-off-by: Behrooz <[email protected]> * Update reader to accept str, class, object Signed-off-by: Behrooz <[email protected]> * Add test cases for various reader and level arguments Signed-off-by: Behrooz <[email protected]> * Update comment about OpenSlide cache Signed-off-by: Behrooz <[email protected]> * Rename reader_name to backend Signed-off-by: Behrooz <[email protected]> * Add new test cases Signed-off-by: Behrooz <[email protected]> * Add unittests for openslide Signed-off-by: Behrooz <[email protected]> * Add new test cases Signed-off-by: Behrooz <[email protected]> * sorts Signed-off-by: Behrooz <[email protected]> * Add docstring for kwargs Signed-off-by: Behrooz <[email protected]>

* draft download Signed-off-by: Yiheng Wang <[email protected]> * update bundle download Signed-off-by: Yiheng Wang <[email protected]> * add url and load Signed-off-by: Yiheng Wang <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * rename args and remove a few places Signed-off-by: Yiheng Wang <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix flake8 issue Signed-off-by: Yiheng Wang <[email protected]> * enhance with reviews Signed-off-by: Yiheng Wang <[email protected]> * add instantiate for load Signed-off-by: Yiheng Wang <[email protected]> * fix black error Signed-off-by: Yiheng Wang <[email protected]> * add unittest Signed-off-by: Yiheng Wang <[email protected]> * add load to docs Signed-off-by: Yiheng Wang <[email protected]> * add skip Signed-off-by: Yiheng Wang <[email protected]> * add schemaerror Signed-off-by: Yiheng Wang <[email protected]> * fix partial places Signed-off-by: Yiheng Wang <[email protected]> * download zip bundle Signed-off-by: Yiheng Wang <[email protected]> * [DLMED] restore Exception for test Signed-off-by: Nic Ma <[email protected]> * update ts features Signed-off-by: Yiheng Wang <[email protected]> * add config_files test case Signed-off-by: Yiheng Wang <[email protected]> * enhance docstring example for args_file Signed-off-by: Yiheng Wang <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Nic Ma <[email protected]>

* workaround Signed-off-by: Nic Ma <[email protected]> * [DLMED] fix tifffile issue Signed-off-by: Nic Ma <[email protected]>

* MetaTensor non-breaking changes Signed-off-by: Richard Brown <[email protected]>

fixes #4530 Signed-off-by: Wenqi Li <[email protected]>

* [DLMED] update type conversion Signed-off-by: Nic Ma <[email protected]> * [DLMED] add unit tests Signed-off-by: Nic Ma <[email protected]> * [DLMED] fix flake8 Signed-off-by: Nic Ma <[email protected]> * [DLMED] fix typo Signed-off-by: Nic Ma <[email protected]> * [DLMED] update according to comments Signed-off-by: Nic Ma <[email protected]> * [DLMED] update according to comments Signed-off-by: Nic Ma <[email protected]>

* adds strenum Signed-off-by: Wenqi Li <[email protected]> * fixes tests Signed-off-by: Wenqi Li <[email protected]> * fixes tests Signed-off-by: Wenqi Li <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* [DLMED] update inverse for MetaTensor Signed-off-by: Nic Ma <[email protected]>

* wrap `Type` to the typing of `writer` parameter of `SaveImage` Signed-off-by: function2 <[email protected]>

* add TORCH backend for RandHistogramShift Signed-off-by: Bryn Lloyd <[email protected]>

* clean up code examle in box_utils docstring Signed-off-by: Can Zhao <[email protected]> * clean up code examle in box_utils docstring Signed-off-by: Can Zhao <[email protected]>

* fix documentation for ResampleToMatch * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Co-authored-by: Gustav Müller-Franzes <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

[DLMED] fix error in script Signed-off-by: Nic Ma <[email protected]>

* Add Unified Focal Loss Signed-off-by: JohnMasoner <[email protected]>

* implement pydicomreader Signed-off-by: Yiheng Wang <[email protected]> * [MONAI] code formatting Signed-off-by: monai-bot <[email protected]> * modify read function to return obj Signed-off-by: Yiheng Wang <[email protected]> * enhance docstrings and fix errors Signed-off-by: Yiheng Wang <[email protected]> * add unittest Signed-off-by: Yiheng Wang <[email protected]> * adds deps Signed-off-by: Wenqi Li <[email protected]> * optional meta Signed-off-by: Wenqi Li <[email protected]> * adds consistency Signed-off-by: Wenqi Li <[email protected]> Co-authored-by: monai-bot <[email protected]> Co-authored-by: Wenqi Li <[email protected]> Co-authored-by: Wenqi Li <[email protected]>

* 4589 enable dropout Signed-off-by: Wenqi Li <[email protected]> * fixes docstring typo Signed-off-by: Wenqi Li <[email protected]>

* Move dictionary inserts to its definition * [MONAI] code formatting Signed-off-by: monai-bot <[email protected]> Co-authored-by: deepsource-autofix[bot] <62050782+deepsource-autofix[bot]@users.noreply.github.com> Co-authored-by: monai-bot <[email protected]>

* [DLMED] add default value Signed-off-by: Nic Ma <[email protected]> * [DLMED] update according to comments Signed-off-by: Nic Ma <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* mri utils added Signed-off-by: mersad95zd <[email protected]> * fft_utils with its unit test added Signed-off-by: mersad95zd <[email protected]> * fft_utils updated with monai data converter Signed-off-by: mersad95zd <[email protected]> * updated fft_util's docstring Signed-off-by: mersad95zd <[email protected]> * apps.rst updated with fft_utils docstrings under the reconstruction module Signed-off-by: mersad95zd <[email protected]> * fft_utils docstring updated by adding dimension hins Signed-off-by: mersad95zd <[email protected]> * fft_utils docstring updated by removing redundant output type Signed-off-by: mersad95zd <[email protected]> * test_fft_utils.py moved to the tests folder Signed-off-by: mersad95zd <[email protected]> * created fft_utils_t, the torch-only version of fft_utils Signed-off-by: mersad95zd <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fft_utils_t updated with type ignore for mypy Signed-off-by: mersad95zd <[email protected]> * docs/source/networks.rst updated with fft_utils_t Signed-off-by: mersad95zd <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * manual fix for fft_utils_t output data types Signed-off-by: mersad95zd <[email protected]> * added support for older pytorch versions Signed-off-by: mersad95zd <[email protected]> * fixes mypy Signed-off-by: Wenqi Li <[email protected]> * update to remove assert Signed-off-by: Wenqi Li <[email protected]> Co-authored-by: Can Zhao <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* Hovernet and associated test script added Signed-off-by: JHancox <[email protected]>

* Fix the location type returned in GridPatch when padding This PR fixes this issue #4597 * signing and fixing docstring Signed-off-by: Valentina Salvatelli <[email protected]>

* debug device conflict Signed-off-by: Can Zhao <[email protected]> * debug device conflict Signed-off-by: Can Zhao <[email protected]>

* ignite 0.4.9 Signed-off-by: Wenqi Li <[email protected]> * pytorch docker 22.05 Signed-off-by: Wenqi Li <[email protected]> * pytorch 1.8.2, 1.12.0 Signed-off-by: Wenqi Li <[email protected]> * temp tests Signed-off-by: Wenqi Li <[email protected]> * update install command 1.8.2 Signed-off-by: Wenqi Li <[email protected]> * fixes mypy Signed-off-by: Wenqi Li <[email protected]> * Revert "temp tests" This reverts commit 5167d65. Signed-off-by: Wenqi Li <[email protected]> * test 22.06 Signed-off-by: Wenqi Li <[email protected]> * fixes unit tests Signed-off-by: Wenqi Li <[email protected]>

* fix: avoid duplicate log when multiple DataStats are used Signed-off-by: upupming <[email protected]>

updates: - [github.com/pre-commit/pre-commit-hooks: v4.1.0 → v4.3.0](pre-commit/pre-commit-hooks@v4.1.0...v4.3.0) - [github.com/asottile/pyupgrade: v2.31.1 → v2.34.0](asottile/pyupgrade@v2.31.1...v2.34.0) - [github.com/hadialqattan/pycln: v1.3.3 → v1.3.5](hadialqattan/pycln@v1.3.3...v1.3.5) Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* [DLMED] adapt Pad transform for MetaTensor Signed-off-by: Nic Ma <[email protected]> * [DLMED] format code Signed-off-by: Nic Ma <[email protected]> * [DLMED] update inverse and spatial_pad Signed-off-by: Nic Ma <[email protected]> * [DLMED] update border pad Signed-off-by: Nic Ma <[email protected]> * [DLMED] update divisible pad Signed-off-by: Nic Ma <[email protected]> * [DLMED] update spatial crop Signed-off-by: Nic Ma <[email protected]> * [DLMED] make thread safe Signed-off-by: Nic Ma <[email protected]> * [DLMED] update CenterSpatialCrop Signed-off-by: Nic Ma <[email protected]> * [DLMED] update scale crop Signed-off-by: Nic Ma <[email protected]> * [DLMED] fix flake8 Signed-off-by: Nic Ma <[email protected]> * [DLMED] update random spatial crop Signed-off-by: Nic Ma <[email protected]> * [DLMED] update random scale crop Signed-off-by: Nic Ma <[email protected]> * [DLMED] update random spatial crop samples Signed-off-by: Nic Ma <[email protected]> * [DLMED] adjust Pad design Signed-off-by: Nic Ma <[email protected]> * [DLMED] update CropForeground Signed-off-by: Nic Ma <[email protected]> * [DLMED] update random weighted crop Signed-off-by: Nic Ma <[email protected]> * [DLMED] update RandCropPosNeg Signed-off-by: Nic Ma <[email protected]> * [DLMED] update rand crop by label classes Signed-off-by: Nic Ma <[email protected]> * [DLMED] update ResizeCropOrPad Signed-off-by: Nic Ma <[email protected]> * [DLMED] restore numpy pad Signed-off-by: Nic Ma <[email protected]> * [DLMED] update dict spatial pad Signed-off-by: Nic Ma <[email protected]> * [DLMED] update border pad and divisible pad Signed-off-by: Nic Ma <[email protected]> * [DLMED] update spatial crop dict Signed-off-by: Nic Ma <[email protected]> * [DLMED] update center spatial crop Signed-off-by: Nic Ma <[email protected]> * [DLMED] update rand scale crop dict Signed-off-by: Nic Ma <[email protected]> * [DLMED] update rand spatial crop samples dict Signed-off-by: Nic Ma <[email protected]> * [DLMED] update crop foreground dict Signed-off-by: Nic Ma <[email protected]> * [DLMED] update rand weighted crop dict Signed-off-by: Nic Ma <[email protected]> * [DLMED] update pos neg crop dict Signed-off-by: Nic Ma <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * [DLMED] update crop by labels dict Signed-off-by: Nic Ma <[email protected]> * [DLMED] update resize with pad or crop dict Signed-off-by: Nic Ma <[email protected]> * [DLMED] update format Signed-off-by: Nic Ma <[email protected]> * [DLMED] fix all the mypy errors Signed-off-by: Nic Ma <[email protected]> * [DLMED] add crop / pad base tests Signed-off-by: Nic Ma <[email protected]> * [DLMED] update border pad test Signed-off-by: Nic Ma <[email protected]> * [DLMED] update spatial crop Signed-off-by: Nic Ma <[email protected]> * [DLMED] update pad transforms Signed-off-by: Nic Ma <[email protected]> * [DLMED] update samples crop Signed-off-by: Nic Ma <[email protected]> * [DLMED] update crop tests Signed-off-by: Nic Ma <[email protected]> * [DLMED] update according to comments Signed-off-by: Nic Ma <[email protected]> * [DLMED] update according to comments Signed-off-by: Nic Ma <[email protected]> * [DLMED] update according to comments Signed-off-by: Nic Ma <[email protected]> * [DLMED] update according to comments Signed-off-by: Nic Ma <[email protected]> * [DLMED] add test for deepcopy Signed-off-by: Nic Ma <[email protected]> * [DLMED] fix typo Signed-off-by: Nic Ma <[email protected]> * [DLMED] update docs Signed-off-by: Nic Ma <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

Signed-off-by: Wenqi Li <[email protected]>

fixes #4641 inverse padlist Signed-off-by: Wenqi Li <[email protected]>

Signed-off-by: vale-salvatelli <[email protected]>

Signed-off-by: Wenqi Li <[email protected]>

ericspod and others added 30 commits April 4, 2022 19:38

[pre-commit.ci] pre-commit suggestions (#4072)

c5bf120

updates: - [github.com/asottile/pyupgrade: v2.31.0 → v2.31.1](asottile/pyupgrade@v2.31.0...v2.31.1) Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

Fix a logical error in level verification (#4075)

b229e9c

* Fix a logical error in level verification Signed-off-by: Behrooz <[email protected]>

[DLMED] add allow_missing_reference (#4079)

b5e7fe1

Signed-off-by: Nic Ma <[email protected]>

extending the mlp module (#4089)

17529e7

* extend mlp Signed-off-by: Wenqi Li <[email protected]> * 0 mlp_dim Signed-off-by: Wenqi Li <[email protected]> * update based on comments Signed-off-by: Wenqi Li <[email protected]>

4073 Enhance DynUNet doc-strings (#4102)

af6560a

* Fix doc strings error Signed-off-by: Yiheng Wang <[email protected]> * remove duplicate places Signed-off-by: Yiheng Wang <[email protected]>

Make pixelshuffle scriptable (#4109)

4e7ca44

* Update the existing functionality to comply with the `torchscript.jit.script` function. Signed-off-by: Ramon Emiliani <[email protected]>

meta tensor (#4077)

1880d38

* meta tensor Signed-off-by: Richard Brown <[email protected]>

fixes pytorch version tests (#4127)

ccac5ff

Signed-off-by: Wenqi Li <[email protected]>

update meta tensor api (#4131)

137164d

* update meta tensor api Signed-off-by: Wenqi Li <[email protected]> * update based on comments Signed-off-by: Wenqi Li <[email protected]>

runtests.sh isort (#4134)

5e180c6

Signed-off-by: Richard Brown <[email protected]>

update citation (#4133)

8544d9e

Signed-off-by: Wenqi Li <[email protected]>

ToMetaTensor and FromMetaTensor transforms (#4115)

443fc0c

to and from meta

no skip if before pytorch 1.7 (#4139)

cc9c066

* no skip if before pytorch 1.7 Signed-off-by: Richard Brown <[email protected]> * fix Signed-off-by: Richard Brown <[email protected]> * fix Signed-off-by: Richard Brown <[email protected]>

[DLMED] fix file name in meta (#4145)

e1a62f2

Signed-off-by: Nic Ma <[email protected]>

New wsireader (#4147)

cb9040e

MetaTensor: collate; decollate; dataset; dataloader; out=; indexing…

6dfb6a8

… and iterating across batches (#4137) `MetaTensor`: collate; decollate; dataset; dataloader; out=; indexing and iterating across batches (#4137)

Disable pylint error and fix CI tests of new tifffile (#4162)

710781b

* workaround Signed-off-by: Nic Ma <[email protected]> * [DLMED] fix tifffile issue Signed-off-by: Nic Ma <[email protected]>

rijobro and others added 29 commits June 20, 2022 21:13

MetaTensor non-breaking changes (#4539)

8b5ddf5

* MetaTensor non-breaking changes Signed-off-by: Richard Brown <[email protected]>

4530 optional SummaryWriter (#4546)

1f07913

fixes #4530 Signed-off-by: Wenqi Li <[email protected]>

Move metatensor support into dev (update inverse, runtests.sh) (#4557)

669bddf

* [DLMED] update inverse for MetaTensor Signed-off-by: Nic Ma <[email protected]>

Wrap Type to the typing of writer parameter of SaveImage (#4561)

d6b4593

* wrap `Type` to the typing of `writer` parameter of `SaveImage` Signed-off-by: function2 <[email protected]>

add TORCH backend for RandHistogramShift (#4567)

ca165d8

* add TORCH backend for RandHistogramShift Signed-off-by: Bryn Lloyd <[email protected]>

correct code examples in box_utils docstring (#4572)

9d23698

* clean up code examle in box_utils docstring Signed-off-by: Can Zhao <[email protected]> * clean up code examle in box_utils docstring Signed-off-by: Can Zhao <[email protected]>

correct a bug in convert_mask_to_box (#4583)

f9b038a

Fix error in the bundle script (#4584)

4c5c388

[DLMED] fix error in script Signed-off-by: Nic Ma <[email protected]>

Add Unified Focal Loss (#4488)

78f8e74

* Add Unified Focal Loss Signed-off-by: JohnMasoner <[email protected]>

4589 enable dropout in dynunet (#4590)

d4c6521

* 4589 enable dropout Signed-off-by: Wenqi Li <[email protected]> * fixes docstring typo Signed-off-by: Wenqi Li <[email protected]>

Hovernet and associated test script added (#4602)

91ec2b5

* Hovernet and associated test script added Signed-off-by: JHancox <[email protected]>

Fix the location type returned in GridPatch when padding (#4598)

112d36c

* Fix the location type returned in GridPatch when padding This PR fixes this issue #4597 * signing and fixing docstring Signed-off-by: Valentina Salvatelli <[email protected]>

debug device conflict (#4614)

7f80288

* debug device conflict Signed-off-by: Can Zhao <[email protected]> * debug device conflict Signed-off-by: Can Zhao <[email protected]>

fix: avoid duplicate log when multiple DataStats are used (#4623)

b45794a

* fix: avoid duplicate log when multiple DataStats are used Signed-off-by: upupming <[email protected]>

Move metatensor support into dev branch (#4562)

24cf761

compat. torch 1.7/1.8 sw integration

99b9dd7

Signed-off-by: Wenqi Li <[email protected]>

4641 PadListDataCollate for metatensor (#4642)

6638abf

fixes #4641 inverse padlist Signed-off-by: Wenqi Li <[email protected]>

Fix casting of location dtype in GridPatch (#4635)

4ddd2bc

Signed-off-by: vale-salvatelli <[email protected]>

4636 4637 backward compatible types (#4638)

e270741

Signed-off-by: Wenqi Li <[email protected]>

Nic-Ma merged commit ca62306 into Nic-Ma:main Jul 8, 2022

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merge master #429

merge master #429

Nic-Ma commented Jul 8, 2022

merge master #429

merge master #429

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Nic-Ma commented Jul 8, 2022

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