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Now we have only zero order information from the oracle. Typical speed of convegence of these methods is sublinear. A lot of methods are referred both to zero order methods and global optimization.

Code

  • Global optimization illustration - Open In Colab
  • Nevergrad library - Open In Colab
  • Optuna quickstart Open In Colab

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