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PyTorch optimizer based on nonlinear conjugate gradient method
keywords: nonlinear optimization, pattern search, augmented lagrangian, karush-kuhn-tucker, constrained optimization, conjugate gradient methods, quasi newton methods, line search descent methods, onedimensional and multidimensional optimazation
A python package that extends PyTorch by providing Conjugate Gradient optimization algorithms.
C++ implementation of the Fletcher-Reeves method
Multidimensional optimization methods with using derivative of the objective function