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Published April 17, 2020 | Version r3.0.0
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CMA-ES/pycma: r3.0.0

  • 1. Inria

Description

  • constraints handling with an Augmented Lagrangian, see cma.fmin_con
  • x0 and sigma0 cannot be a string anymore, but x0 may be a callable (a function)
  • injections are excluded from negative covariance matrix updates addressing #124
  • improved generic Logger, see cma.logger.Logger
  • a wrapper as scikit optimizer, use import cma.wrapper
  • plotting works now interactively also in a Jupyter notebook
  • logger.plot(addcols=1) plots additionally correlation and precision matrices (experimental)
  • new tolflatfitness termination option (replaces warnings/errors)
  • new tolfunrel termination option (deactivated by default)
  • "signals" file is active by default but ignored in verbose=-9 setting
  • various other fixes and small improvements

available at PyPI.

Files

CMA-ES/pycma-r3.0.0.zip

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