pymanopt github.io

Pymanopt

Pymanopt is a Python toolbox for optimization on manifolds, that computes gradients and Hessians automatically. It builds upon the Matlab toolbox Manopt. But is otherwise independent of it. Pymanopt aims to lower the barriers for users wishing to use state of the art techniques for optimization on manifolds, by relying on automatic differentiation for computing gradients and Hessians, saving users time and saving them from potential calculation and implementiation errors. Instantiate a Pymanopt solver.

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SITE TITLE

Pymanopt

DESCRIPTION

Pymanopt is a Python toolbox for optimization on manifolds, that computes gradients and Hessians automatically. It builds upon the Matlab toolbox Manopt. But is otherwise independent of it. Pymanopt aims to lower the barriers for users wishing to use state of the art techniques for optimization on manifolds, by relying on automatic differentiation for computing gradients and Hessians, saving users time and saving them from potential calculation and implementiation errors. Instantiate a Pymanopt solver.

PARSED CONTENT

The site had the following in the web page, "Pymanopt is a Python toolbox for optimization on manifolds, that computes gradients and Hessians automatically." I observed that the web site stated " It builds upon the Matlab toolbox Manopt." They also stated " But is otherwise independent of it. Pymanopt aims to lower the barriers for users wishing to use state of the art techniques for optimization on manifolds, by relying on automatic differentiation for computing gradients and Hessians, saving users time and saving them from potential calculation and implementiation errors."

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