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DOC: update optimize tutorial
Merge pull request #152 from dlaxalde:doc/optimize/tutorial DOC: mention that Rosenbrock function is implemented in optimize DOC: fix rosen_hess definition in optimize tutorial DOC: use minimize in SLSQP tutorial and simplify it DOC: use minimize in unconstrained minimization tutorial DOC: review introduction list in optimize tutorial
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