Design constraints into the black boxes - Githubissues

MachineLearningLifeScience / poli

A library of discrete objectives

MIT License

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Design constraints into the black boxes #251

Open miguelgondu opened 1 month ago

miguelgondu commented 1 month ago

Some black boxes (e.g. foldx,rasp and ehrlich) have constraints like only allowing evaluation in inputs of certain length. We should

[ ] Add an is_feasible method to them (?)
[ ] Modify the black box information by adding an is_constrained kwarg.
[ ] Adding an attribute self.constraints: list[(np.ndarray) -> (bool | list[bool])] (?)
[ ] Decide on what to return by default. Is it np.nan? Is it -np.inf?

miguelgondu commented 4 weeks ago

@samuelstanton