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nabenabe0928 committed Jan 7, 2025
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### class `Problem(dataset_id: int, seed: int | None = None, metric_names: list[str] | None = None)`

- `dataset_id`: [ID of the dataset](https://numbbo.github.io/coco/testsuites/bbob) to use. It must be in the range of `[0, 2]`. Please use `Problem.available_dataset_names` to see the available dataset names.
- `dataset_id`: ID of the dataset to use. It must be in the range of `[0, 2]`. Please use `Problem.available_dataset_names` to see the available dataset names.
- `seed`: The seed for the random number generator of the dataset.
- `metric_names`: The metrics to use in optimization. Defaults to `None`, leading to single-objective optimization of the main metric defined in [here](https://github.com/nabenabe0928/simple-hpo-bench/blob/v0.2.0/hpo_benchmarks/nasbench201.py#L16). Please use `Problem.available_metric_names` to see the available metric names.

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### Reference

This benchmark was originally introduced by [Xuanyi Dong](https://github.com/automl/nas_benchmarks/tree/master), but our backend relies on [`simple-hpo-bench`](https://github.com/D-X-Y).
This benchmark was originally introduced by [Xuanyi Dong](https://github.com/D-X-Y), but our backend relies on [`simple-hpo-bench`](https://github.com/nabenabe0928/simple-hpo-bench/).

### Bibtex

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