Xopt v0.5.0

Enhancements

• added the following Bayesian optimization algorithms (thanks @roussel-ryan)
  • Bayesian optimization
  • Bayesian exploration
  • multi-objective Bayesian optimization
  • multi-fidelity Bayesian optimization #11
• improved config setting and error handling (thanks @roussel-ryan)
• added standard python logging

Deprecations

• verbose options and print functions are being deprecated in favor of logging
• vocs['templates'] are deprecated. Items there will be moved to simulation['options']

Bug fixes and cleanup

• fixed experimental compatibility with the latest pymoo #22 (thanks @hhslepicka)
• handle both None and empty dicts in configuration files #20

Docs

• New documentation using mkdocs
• GitHub action publishes docs automatically to: https://christophermayes.github.io/Xopt/
• reorganized example notebooks

Testing

• added pytest testing #10 (thanks @roussel-ryan)
• added notebook testing #19 (thanks @roussel-ryan)