Revert "Filter lb and ub from scipy kwargs in NonlinearSolveSciPy"

This reverts commit 8fd05da.

Author: ChrisRackauckas

lib/NonlinearSolveSciPy/src/NonlinearSolveSciPy.jl

@@ -135,8 +135,7 @@ function SciMLBase.__solve(
     end
 
     # Filter out Julia-specific kwargs that scipy doesn't understand
-    # lb and ub are extracted from prob directly, not passed as kwargs
-    scipy_kwargs = Tuple(k => v for (k, v) in pairs(kwargs) if k ∉ (:alias, :verbose, :lb, :ub))
+    scipy_kwargs = Tuple(k => v for (k, v) in pairs(kwargs) if k ∉ (:alias, :verbose))
 
     # Call scipy with conditional bounds argument
     if bounds === nothing
@@ -190,8 +189,7 @@ function SciMLBase.__solve(prob::SciMLBase.NonlinearProblem, alg::SciPyRoot;
     tol = abstol === nothing ? nothing : abstol
 
     # Filter out Julia-specific kwargs that scipy doesn't understand
-    # lb and ub are extracted from prob directly, not passed as kwargs
-    scipy_kwargs = Tuple(k => v for (k, v) in pairs(kwargs) if k ∉ (:alias, :verbose, :lb, :ub))
+    scipy_kwargs = Tuple(k => v for (k, v) in pairs(kwargs) if k ∉ (:alias, :verbose))
 
     res = scipy_optimize[].root(py_f, collect(u0);
         method = alg.method,
@@ -230,8 +228,7 @@ function CommonSolve.solve(prob::SciMLBase.IntervalNonlinearProblem, alg::SciPyR
     a, b = prob.tspan
 
     # Filter out Julia-specific kwargs that scipy doesn't understand
-    # lb and ub are extracted from prob directly, not passed as kwargs
-    scipy_kwargs = Tuple(k => v for (k, v) in pairs(kwargs) if k ∉ (:alias, :verbose, :lb, :ub))
+    scipy_kwargs = Tuple(k => v for (k, v) in pairs(kwargs) if k ∉ (:alias, :verbose))
 
     res = scipy_optimize[].root_scalar(py_f;
         method = alg.method,