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Fix: Update lightgbm dependency to version 4.6.0 in development requirements
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pyproject.toml

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@@ -46,7 +46,7 @@ dev = [
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"pytest>=8.3.0",
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"pytest-cov>=6.0.0",
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"xgboost>=2.1.0",
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"lightgbm>=4.5.0",
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"lightgbm>=4.6.0",
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"black>=25.1.0",
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"ruff>=0.11.1",
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"pre-commit>=4.2.0",

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