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@dependabot dependabot bot commented on behalf of github Sep 22, 2025

Bumps monai from 1.4.0 to 1.5.1.

Release notes

Sourced from monai's releases.

1.5.1

Added

  • PyTorch 2.7 and 2.8 support (#8429, #8530)
  • Create SECURITY.md (#8546)
  • Add kwargs in array and functional file (#8508)
  • Add .coderabbit.yaml File (#8513)
  • Add input validation to ImageStats class (#8501)
  • Add support for optional conditioning in PatchInferer, SliceInferer, and SlidingWindowInferer (#8400)
  • Add classifier free guidance unconditioned value (#8562)
  • Improved DiffusionModelEncoder to support output linear layers of different dimensions (#8578, #8580)

Fixed

  • Fix for insecure zip file extraction to address GHSA-x6ww-pf9m-m73m (#8568)
  • Fix for insecure use of torch.load and pickle to address GHSA-6vm5-6jv9-rjpj and GHSA-p8cm-mm2v-gwjm (#8566)
  • Torchvision fix for loading pretrained weights using current syntax (#8563)
  • Fix bug in MAISI vae (#8517)
  • Throw exception on invalid images in retinanet detector (#8515)
  • Fix: HistogramNormalized doc (#8543)
  • Fix build failure by pinning pyamg to versions below 5.3.0 (#8548)
  • Fix hardcoded input dim in DiffusionModelEncoder (#8514)
  • Fix for gdown downloading fails (#8576)

Changed

  • Update README badges to add research paper citations number (#8494)
  • CI: Add custom timeout to ci job in order to save resources (#8504)
  • Improve documentation on the datalist format (#8539)
  • Tests Cleanup and refactor (#8405, #8535)
  • Improve Orientation transform to use the "space" (LPS vs RAS) of a metatensor by default (#8473)
  • Updated supported version of Huggingface Transformers (#8574)

New Contributors

Full Changelog: Project-MONAI/MONAI@1.5.0...1.5.1

1.5.0

Added

  • Add platform-specific constraints to setup.cfg (#8260)
  • Add PythonicWorkflow (#8151)
  • Add SM architecture version check (#8199)
  • Add MedNext implementation (#8004)
  • Added a top button to CONSTRIBUTING.md (#8163)

... (truncated)

Changelog

Sourced from monai's changelog.

[1.5.1] - 2025-09-22

What's Changed

Added

  • PyTorch 2.7 and 2.8 support (#8429, #8530)
  • Create SECURITY.md (#8546)
  • Add kwargs in array and functional file (#8508)
  • Add .coderabbit.yaml File (#8513)
  • Add input validation to ImageStats class (#8501)
  • Add support for optional conditioning in PatchInferer, SliceInferer, and SlidingWindowInferer (#8400)
  • Add classifier free guidance unconditioned value (#8562)
  • Improved DiffusionModelEncoder to support output linear layers of different dimensions (#8578, #8580)

Fixed

  • Fix for insecure zip file extraction to address GHSA-x6ww-pf9m-m73m (#8568)
  • Fix for insecure use of torch.load and pickle to address GHSA-6vm5-6jv9-rjpj and GHSA-p8cm-mm2v-gwjm (#8566)
  • Torchvision fix for loading pretrained weights using current syntax (#8563)
  • Fix bug in MAISI vae (#8517)
  • Throw exception on invalid images in retinanet detector (#8515)
  • Fix: HistogramNormalized doc (#8543)
  • Fix build failure by pinning pyamg to versions below 5.3.0 (#8548)
  • Fix hardcoded input dim in DiffusionModelEncoder (#8514)
  • Fix for gdown downloading fails (#8576)

Changed

  • Update README badges to add research paper citations number (#8494)
  • CI: Add custom timeout to ci job in order to save resources (#8504)
  • Improve documentation on the datalist format (#8539)
  • Tests Cleanup and refactor (#8405, #8535)
  • Improve Orientation transform to use the "space" (LPS vs RAS) of a metatensor by default (#8473)
  • Updated supported version of Huggingface Transformers (#8574)

[1.5.0] - 2025-06-13

What's Changed

Added

  • Add platform-specific constraints to setup.cfg (#8260)
  • Add PythonicWorkflow (#8151)
  • Add SM architecture version check (#8199)
  • Add MedNext implementation (#8004)
  • Added a top button to CONSTRIBUTING.md (#8163)
  • Adding CODEOWNERS (#8457)
  • Restormer Implementation (#8312)
  • Add rectified flow noise scheduler for accelerated diffusion model (#8374)
  • Add prediction type for rflow scheduler (#8386)
  • Add Average Precision to metrics (#8089)
  • Implementation of a Masked Autoencoder for representation learning (#8152)
  • Implement TorchIO transforms wrapper analogous to TorchVision transfo… (#7579)
  • 8328 nnunet bundle integration (#8329)
  • Adding Support Policy + Doc Updates (#8458)

... (truncated)

Commits

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📚 Documentation preview 📚: https://torchmetrics--3272.org.readthedocs.build/en/3272/

Bumps [monai](https://github.com/Project-MONAI/MONAI) from 1.4.0 to 1.5.1.
- [Release notes](https://github.com/Project-MONAI/MONAI/releases)
- [Changelog](https://github.com/Project-MONAI/MONAI/blob/dev/CHANGELOG.md)
- [Commits](Project-MONAI/MONAI@1.4.0...1.5.1)

---
updated-dependencies:
- dependency-name: monai
  dependency-version: 1.5.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <[email protected]>
@dependabot dependabot bot added the test / CI testing or CI label Sep 22, 2025
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codecov bot commented Oct 6, 2025

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 32%. Comparing base (3eb05bf) to head (3bb2281).
⚠️ Report is 2 commits behind head on master.

❌ Your project check has failed because the head coverage (32%) is below the target coverage (95%). You can increase the head coverage or adjust the target coverage.

❗ There is a different number of reports uploaded between BASE (3eb05bf) and HEAD (3bb2281). Click for more details.

HEAD has 1240 uploads less than BASE
Flag BASE (3eb05bf) HEAD (3bb2281)
torch2.0.1+cpu 56 0
python3.10 224 5
Windows 37 1
cpu 318 9
torch2.8.0 18 1
macOS 53 1
python3.12 75 4
torch2.8.0+cpu 57 3
torch2.0.1 35 0
Linux 228 7
torch2.7.1+cpu 38 2
gpu 2 0
unittest 2 0
torch2.2.2+cpu 19 0
torch2.6.0+cpu 19 1
torch2.4.1+cpu 19 1
torch2.1.2+cpu 19 0
torch2.3.1+cpu 19 0
torch2.5.1+cpu 19 1
python3.9 19 0
Additional details and impacted files
@@           Coverage Diff            @@
##           master   #3272     +/-   ##
========================================
- Coverage      37%     32%     -5%     
========================================
  Files         364     349     -15     
  Lines       20096   19900    -196     
========================================
- Hits         7520    6375   -1145     
- Misses      12576   13525    +949     
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