build(deps): bump pytorch-optimizer from 2.12.0 to 3.1.1

Bumps [pytorch-optimizer](https://github.com/kozistr/pytorch_optimizer) from 2.12.0 to 3.1.1.
- [Release notes](https://github.com/kozistr/pytorch_optimizer/releases)
- [Commits](kozistr/pytorch_optimizer@v2.12.0...v3.1.1)

---
updated-dependencies:
- dependency-name: pytorch-optimizer
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <[email protected]>

pyproject.toml

@@ -62,7 +62,7 @@ dependencies = [
   "scikit-learn >=1.2,<2.0",
   "matplotlib",
   "statsmodels",
-  "pytorch-optimizer >=2.5.1,<3.0.0",
+  "pytorch-optimizer >=2.5.1,<4.0.0",
 ]
 
 [project.optional-dependencies]