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CHANGELOG.md

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[0.1.0] - 2020-08-31

Added

  • first release

[0.1.1] - 2020-09-23

Added

  • arxiv *.bib reference

Changed

  • variable names for better readability
  • minor model modifications

Fixed

[0.1.2] - 2020-11-03

Added

  • support for additional gurobi constraints
  • additional scaling options for acquisition function

Changed

Fixed

  • fix passing of acq_optimizer_kwargs

[0.1.4] - 2020-12-04

Added

Changed

Fixed

  • fix installation process

[0.2.0] - 2021-01-11

Added

  • support for categorical features
  • uncertainty quantification for categorical features
  • added testing for inputs and consistency

Changed

  • variable handling in optimization model, i.e. dictionaries for continuous and categorical variables
  • default parameters values of LGBM model changed

Fixed

[0.2.1] - 2021-01-18

Added

  • support for gurobi environments for integration with server license

Changed

Fixed

[0.2.2] - 2021-02-01

Added

  • allow consistent variable names for gurobi model and dimensions

Changed

Fixed

[0.2.3] - 2021-11-08

Added

  • add interface for BO library

Changed

Fixed

[1.0.0] - 2022-01-23

Added

  • support constraint multi-objective optimization for global optimizer
  • complete interface for mbo

Changed

  • move model training and optimization from tell() to ask()

Fixed

  • input constraints fix

[1.0.1] - 2022-11-23

Added

Changed

  • remove rounding from x in Optimizer

Fixed

  • fixed test cases

[1.0.2] - 2022-04-06

Added

Changed

Fixed

  • fix BO library interface

[1.0.3] - 2022-04-21

Added

Changed

Fixed

  • remove 'fit' parameter in 'entmoot_optimize' to fix function

[1.0.4] - 2022-06-29

Added

Changed

Fixed

  • update README examples for easier usage