diff --git "a/uv.lock" "b/uv.lock"
--- "a/uv.lock"
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 source = { virtual = "." }
 dependencies = [
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@@ -290,32 +66,26 @@ dependencies = [
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     { name = "pytest-cov" },
+    { name = "shap" },
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+    { name = "scikit-learn", specifier = ">=1.3" },
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     { name = "pytest-cov", specifier = ">=5.0.0" },
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