Easier interface with `Strategy.make`

This release contains a major interface simplification. A strategy can now be instantiated via

from bofire.strategies.api import SoboStrategy
sobo = SoboStrategy.make(domain=domain)

Of course, the old way still works to keep the separation between data models and functionality possible:

import bofire.strategies.api as strategies
from bofire.data_models.strategies.api import SoboStrategy as DataModel
data_model = DataModel(domain=domain)
sobo = strategies.map(data_model)

Further note that we have now a GA based optimizer for acquisition functions, see this tutorial.

What's Changed

• Dtype not specified in ActiveLearningStrategy by @jduerholt in #576
• Expose sequential to data model by @jduerholt in #577
• Make the refpoint setting for MOBO more flexible by @jduerholt in #518
• Feature/add ga optimizer by @LukasHebing in #561
• pragmatic support for discrete and categorical variables by @dlinzner-bcs in #575
• New readme and getting_started notebook by @chrihaas in #472
• add jingle by @dlinzner-bcs in #583
• Bofire music jingle by @bertiqwerty in #585
• Fix missing documentation by including subfolders automatically by @rlars in #584
• Create a make method in Strategys by @TobyBoyne in #572
• CategoricalExcludeConstraint by @jduerholt in #582
• bounds can be tuple by @bertiqwerty in #567
• fix edgecase by @dlinzner-bcs in #590
• Working Stepsize Implementation by @jduerholt in #588
• Remove cvxopt by @LukasHebing in #594

New Contributors

• @rlars made their first contribution in #584

Full Changelog: v0.1.0...v0.2.0