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Add example[newton_method] #19160

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@linjing-lab linjing-lab commented Jan 2, 2024

I add an example constructed with jax.hessian, mainly a reproduction of newton method.

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upload two algorithms which have the nearly same code logic of optimtool.unconstrain.

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I add an example of newton_quasi, mainly to implement a portable algorithm of newton_quasi.

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Fixed bug of console print while run bfgs_method, bfgs of bfgs_newton and newton of newton_method are separate methods.

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