[Feature]: Open up `optimizer_algorithm` to allow Optimization.jl methods

### Feature Request Currently, `optimizer_algorithm` only supports Optim.jl stuff, it would be very powerful to support more methods from Optimization.jl ecosystem. In particular, in cases where user takes the output from SR.jl and re-optimize on a new dataset, it is desirable the constant optimization uses the same optimizer as the post processing