BNN Surrogates, High dim BO, Logo, fixes

What's Changed

• Remove math.inf from ContinuousInput data model by @jduerholt in #387
• Add generic typing to Constraints by @TobyBoyne in #386
• Initial attempt to incorporate MultiTask GPs by @jpfolch in #353
• fixed wrong link in docu by @niklaswulkow in #391
• add to_candidates for stepwise strategy by @jkleinekorte in #392
• Remove get_features, get_feature_keys, and get_feature from Domain by @jduerholt in #393
• Make surrogates available in the Stepwise Strategy by @jduerholt in #394
• name construction in a method by @bertiqwerty in #395
• Feature type hints by @bertiqwerty in #396
• FractionalFactorialStrategy by @jduerholt in #397
• Fix bug in get_scaler by @jduerholt in #400
• ZDT1 Benchmark Tutorial by @jduerholt in #401
• Implement Priors from "Vanilla Bayesian Optimization Performs Great in High Dimensions" by @jduerholt in #402
• Refactor the fractional factorial strategy by @jduerholt in #403
• duplicates plot by @jduerholt in #404
• FIx warning in Iterative Trimming Module by @jduerholt in #406
• Compatibility fix for latest scipy by @jduerholt in #411
• Code example in README by @TobyBoyne in #410
• Infinite Width BNN Kernel and Surrogate by @jduerholt in #405
• Finally a Logo by @jduerholt in #412
• add icon by @jduerholt in #415
• Logo in docs intro by @R-M-Lee in #413
• add bofire logo to docs by @bertiqwerty in #414

New Contributors

• @jpfolch made their first contribution in #353

Full Changelog: v0.0.12...v0.0.13