optimizer#

Quantum natural gradient descent#

QNGD

Abstract class of quantum natural gradient descent.

TDVP

Time-dependent variational principle TDVP, or stochastic reconfiguration (SR).

TDVP_exact

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

MinSR

MinSR optimization, specifically designed for Sequential networks.

Solvers#

auto_pinv_eig

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

minsr_pinv_eig

Obtain the pseudo-inverse solver for the inverse problem in MinSR \(Tx=b\), where \(T\) is a Hermitian matrix.