optimagic-dev / optimagic

optimagic is a Python package for numerical optimization. It is a unified interface to optimizers from SciPy, NlOpt and other packages. optimagic's minimize function works just like SciPy's, so you don't have to adjust your code. You simply get more optimizers for free. On top you get diagnostic tools, parallel numerical derivatives and more.
https://optimagic.readthedocs.io/
MIT License
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Alignment with scipy #504

Closed janosg closed 4 months ago

janosg commented 4 months ago

This PR implements most of EP-03. A few things are postponed to later PRs. The most notable ones is the new bounds interface and setting a default optimizer.

I suggest to start a review with

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