Rewritten implementations of the KLIEP and RuLSIF algorithms#57

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vkutuev wants to merge 13 commits intomainfrom

vkutuev/rulsif-kliep

Commits on Jul 10, 2025

feat(kliep): rewrite kliep algorithm implementation

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fix(kliep): typing fix

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fix(kliep): organize imports

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fix: correct type annotations

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style: modernize type annotations and clean imports

alistkova
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vkutuev
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style: organize imports

alistkova
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vkutuev
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style: organize imports

alistkova
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vkutuev
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fix: np type error

alistkova
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vkutuev
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fix: upd density based

alistkova
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feat: rewrite rulsif algorithm implementation

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fix: correct minimize call and remove unused type ignore

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fix: delete unused type ignore comment

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fix: typing problem with scipy.optimize.minimize call
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