Additional Step Size Controls

This version implements the following additional step size control mechanisms:
~ xNES step size adaptation (xnes)
~ median-xNES step size adaptation (m-xnes)
~ xNES with Log-normal Prior step size adaptation (lp-xnes)
~ Population Step Size rule from lm-cmaes (psr)

Vectorized boundary control

Merge pull request #20 from IOHprofiler/vectorized-boundary-control

fix unit test, vectorized boundary control

Hotfix

Hotfix for setup.py

Remove quasi random dependencies

Remove the sobol seq and ghalton dependecies. Introduce numba dep.

Binary release builds

v0.0.2.3

Update setup.py

Update Parameters Handle

This release allows for a more easy updating of Parameters, without resetting all the learned parameters. This release also includes a new, n_generations parameters, which can be used as an alternative break condition for the optmization procedure. When set, optimization will always break after n_generations.

Bugfix for setup.py

There was a typo in the list of dependencies, which prevent installation.

Minor bugfixes

There were some minor isues with the package and we changed the error raised for invalid mu values to a warning and value-fix.

Initial Release

Initial Release to pypi