Add conjugate gradient minimization method.

[sigilante]

No description provided.

[sigilante]

Closing as stale (2024). Linear conjugate gradient now lives in Saloon as +cg/+pcg (#88), on the current Lagoon API. A nonlinear CG minimizer like this one belongs with the gradient-descent optimizers planned in #86 and can come back there if wanted.