optimizer#

Quantum natural gradient descent#

QNGD

Abstract class of quantum natural gradient descent.

SR

Stochastic reconfiguration (SR).

SPRING

SPRING optimizer.

MARCH

MARCH optimizer.

AdamSR

AdamSR optimizer.

ER

Exact reconfiguration, performed by a full summation in the whole Hilbert space.

TimeEvol

Time evolution optimizer, equivalent to real-time SR.

Solvers#

auto_pinv_eig

Obtain the least-square minimum-norm solver for the linear equation \(Ax=b\) using pseudo-inverse.