torch_numopt.algorithms.hutchinson_newton

Newton methods with a diagonal Hutchinson diagonal approximation.

Classes

DiagonalNewton(params[, lr_init, lr_method, ...])	Diagonal Newton approximation (using Hutchinson's method).
DiagonalNewtonLS(params[, lr_init, ...])	Diagonal Newton approximation (using Hutchinson's method) with line search.