Janos Gabler

Add wrappers for pyensmallen

8

The library is now available on pypi: https://pypi.org/project/pyensmallen/ We can reach out to @apoorvalal if we have questions.

Improve runtime measures for criterion plot and benchmarking plots

5

## Current Situation / Problem you want to solve The proposal in this issue concerns the functions `criterion_plot`, `profile_plot` and `convergence_plot`. - The `criterion_plot` uses the number of function evaluations...

Limitations of the internal algorithm interface

5

This is a meta issue where we collect things that are hard or impossible with the current internal algorithm interface. If we collect enough issues, we hopefully see similarities and...

Handle infinite values in gradients

8

## Current situation Optimagic does not make a check for infinite values in gradients. Some optimizers do and raise an error if any infinite values are encountered. The error message...

## Background Optimagic wraps a lot of optimizers. The complete list is [here](https://optimagic.readthedocs.io/en/latest/algorithms.html). Many of these algorithms have been added to optimagic years ago and not touched since. If the...

Wrap cobyqa via scipy

4

Wrap the cobyqa algorithm via [scipy](https://docs.scipy.org/doc/scipy/reference/optimize.minimize-cobyqa.html)