tests/unit/autojac/test_mtl_backward.py:480:13: unsupported-operator: Unary operator `-` is not supported for object of type `Tensor | None` info: rule `unsupported-operator` is enabled by default

tests/unit/autojac/test_mtl_backward.py:451:13: unsupported-operator: Unary operator `-` is not supported for object of type `Tensor | None` info: rule `unsupported-operator` is enabled by default

tests/unit/autojac/test_jac.py:337:13: unsupported-operator: Unary operator `-` is not supported for object of type `Tensor | None` info: rule `unsupported-operator` is enabled by default

tests/unit/autojac/test_jac.py:318:13: unsupported-operator: Unary operator `-` is not supported for object of type `Tensor | None` info: rule `unsupported-operator` is enabled by default

tests/unit/autojac/test_backward.py:339:13: unsupported-operator: Unary operator `-` is not supported for object of type `Tensor | None` info: rule `unsupported-operator` is enabled by default

tests/unit/autojac/test_backward.py:320:13: unsupported-operator: Unary operator `-` is not supported for object of type `Tensor | None` info: rule `unsupported-operator` is enabled by default

tests/unit/aggregation/test_aligned_mtl.py:42:29: invalid-argument-type: Argument to bound method `__init__` is incorrect: Expected `Literal["min", "median", "rmse"]`, found `Literal["test"]` src/torchjd/aggregation/_aligned_mtl.py:60:9: info: Method defined here src/torchjd/aggregation/_aligned_mtl.py:63:9: Parameter declared here info: rule `invalid-argument-type` is enabled by default

src/torchjd/autojac/_utils.py:182:26: unresolved-attribute: Object of type `Node` has no attribute `variable` info: rule `unresolved-attribute` is enabled by default

src/torchjd/autogram/_module_hook_manager.py:173:9: invalid-method-override: Invalid override of method `setup_context`: Definition is incompatible with `_SingleLevelFunction.setup_context` .venv/lib/python3.14/site-packages/torch/autograd/function.py:400:9: `_SingleLevelFunction.setup_context` defined here info: This violates the Liskov Substitution Principle info: rule `invalid-method-override` is enabled by default

src/torchjd/autogram/_jacobian_computer.py:176:9: invalid-method-override: Invalid override of method `vmap`: Definition is incompatible with `Function.vmap` .venv/lib/python3.14/site-packages/torch/autograd/function.py:548:9: `Function.vmap` defined here info: This violates the Liskov Substitution Principle info: rule `invalid-method-override` is enabled by default