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.
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.
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
tests/test_deprecations
tests/optimagic/optimization/test_scipy_aliases.py
src/optimagic/optimization/optimize.py