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Unified config interface for all algorithms #27

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SkBlaz opened this issue Sep 19, 2023 · 1 comment
Open

Unified config interface for all algorithms #27

SkBlaz opened this issue Sep 19, 2023 · 1 comment
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enhancement New feature or request

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@SkBlaz
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SkBlaz commented Sep 19, 2023

By just specifying the algorithm alongside its hyperparameters in a single struct, it should be simpler to explore different configurations (HPOs) for algorithms. Something along the lines of

--heuristic_config {"algorithm":` "MutualInformation", "executor": "numba", "hp_sparsity": 0.2, "hp_randomized": True}

Side effect - simplification of existing algo-decision process/parsing.

@SkBlaz SkBlaz added the enhancement New feature or request label Sep 19, 2023
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SkBlaz commented Jan 8, 2024

@bmramor wdyt about this one, shall we get it operational?

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