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)

Xopt version 0.4.3

Added a Numpy encoder when dumping to JSON, so that arrays and Numpy types can be cast without error.

Xopt Version 0.4.2

Minor bug fix to allow empty constraints, constants.

Version 0.4.0

v0.4.0

Added version, checked examples.

Generalized algorithm and simulation specification.

v0.2.0

added developer install

test 2, without examples

v0.1.1-alpha

ignore examples

First release for Conda-forge

v0.1.0

ignore examples

Alpha test

v0.1.0-alpha

cleaning up for conda