Bound constraints in LBFGS about jaxopt HOT 5 CLOSED

Indeed you can now use jaxopt.LBFGSB. The bounds are to be passed to run if you let jaxopt do the optimization loop or to init_state and update if you want to do the optimization loop manually. I will close this issue then.

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Yes, though it make take a while. In the meantime, you can use the wrapper jaxopt.ScipyBoundedMinimize.

from jaxopt.

Yes, though it make take a while. In the meantime, you can use the wrapper jaxopt.ScipyBoundedMinimize.

Thank you! I totally missed that in the documentation.

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And also jaxopt.ProjectedGradient together with projection_box.

from jaxopt.

Is this still unresolved or is it possible to use bounds with jaxopt.LBFGSB now? In the documentation I saw, that .init_state and .update() accepts bounds as input.

Edit: I just saw that @emilyfertig added LBFGSB in the latest release v0.7. Maybe Emily you can comment on that?

from jaxopt.