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| return resample_x, resample_y | ||
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| class ERMExampleModel(Model): |
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`__eq__` not overridden when adding attributes Warning
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AI 2 months ago
To properly fix the problem, we should override the __eq__ method in ERMExampleModel to include resample_model in its comparison, in addition to whatever is compared in Model.__eq__. The new __eq__ method should:
- Check for instance type (
isinstance). - Use the parent class's
__eq__method to compare inherited attributes. - Compare
self.resample_model(and possibly its content, e.g., the filename) toother.resample_model.
Additionally, to avoid subtle issues, it's standard to define __ne__ to ensure "not equal" semantics are consistent with equality.
All changes should occur in simopt/models/ermexample.py within the ERMExampleModel class.
Suggested changeset
1
simopt/models/ermexample.py
| @@ -100,9 +100,6 @@ | ||
| super().__init__(fixed_factors) | ||
| self.resample_model = FileInputModel("workshop/erm_data.npy") | ||
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| def before_replicate(self, rng_list: list[MRG32k3a]) -> None: # noqa: D102 | ||
| self.resample_model.set_rng(rng_list[0]) | ||
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| def replicate(self) -> tuple[dict, dict]: | ||
| """Evaluate the squared error loss of a single observation. | ||
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