Dataframe serialization, Transfer learning, Active Learning and Maintenance

What's Changed

• Make link to logo an url by @bertiqwerty in #416
• Readme example by @bertiqwerty in #419
• Remove polyfill.io (#417) by @DavidWalz in #420
• Add detergent to api by @bertiqwerty in #421
• remove try-catch from scipy import by @bertiqwerty in #418
• Types for bounds by @jduerholt in #423
• BNH and TNK by @jduerholt in #424
• Add arXiv reference to README by @TobyBoyne in #425
• Interpoint constraints for botorch strategies by @jduerholt in #426
• Feature Scaling in DoE by @jduerholt in #358
• Update CONTRIBUTING.md by @R-M-Lee in #432
• Make feature validation part of the constraints. by @jduerholt in #427
• new benchmark with sum of mvnorm pdfs by @R-M-Lee in #434
• Add default generators by @jduerholt in #431
• Update information on GAUCHE by @jduerholt in #437
• EqalityConstraint --> EqualityConstraint by @jduerholt in #440
• Use weights_only for load by @kit1980 in #429
• Tutorial on Transfer Learning Bayesian Optimisation by @jpfolch in #439
• Active Learning by @jdridder in #361
• Move variance of fixed features check to predictive strategy by @bertiqwerty in #441
• Moving Output Objective by @jduerholt in #442
• Applying linting to notebooks by @CompRhys in #445
• [QOL] Use LogEI by default in the Tutorials and unrelated tests. by @CompRhys in #449
• Linear Interpolation by @jduerholt in #443
• Serialization for Candidates and Experiments Data Frames by @jduerholt in #452

New Contributors

• @kit1980 made their first contribution in #429
• @CompRhys made their first contribution in #445

Full Changelog: v0.0.13...v0.0.14