SimonBlanke /
Hyperactive
| Total Complexity | 3 |
| Total Lines | 34 |
| Duplicated Lines | 0 % |
| Changes | 0 | ||
| 1 | """Base class for optimizer.""" |
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| 2 | |||
| 3 | from skbase.base import BaseObject |
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| 4 | |||
| 5 | |||
| 6 | class BaseOptimizer(BaseObject): |
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| 7 | """Base class for optimizer.""" |
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| 8 | |||
| 9 | def __init__(self): |
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| 10 | super().__init__() |
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| 11 | |||
| 12 | def add_search(self, experiment, search_config: dict): |
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| 13 | """Add a new optimization search process with specified parameters. |
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| 14 | |||
| 15 | Parameters |
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| 16 | ---------- |
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| 17 | experiment : BaseExperiment |
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| 18 | The experiment to optimize parameters for. |
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| 19 | search_config : dict with str keys |
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| 20 | The search configuration dictionary. |
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| 21 | """ |
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| 22 | self.experiment = experiment |
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| 23 | self.search_config = search_config |
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| 24 | |||
| 25 | def run(self, max_time=None): |
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| 26 | """Run the optimization search process. |
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| 27 | |||
| 28 | Parameters |
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| 29 | ---------- |
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| 30 | max_time : float |
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| 31 | The maximum time used for the optimization process. |
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| 32 | """ |
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| 33 | raise NotImplementedError |
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| 34 |
