algorithm-settings.md

Hyperparameter Tuning Algorithms

Table of Contents

• Hyperparameter Tuning Algorithms
• Table of Contents
  • Grid Search
    • Chocolate
  • Random Search
    • Hyperopt
  • TPE
    • Hyperopt
  • Bayesian Optimization
    • scikit-optimize
  • References

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For information about the hyperparameter tuning algorithms and neural architecture search implemented or integrated in Katib, see the detailed guide to configuring and running a Katib experiment. For information about supported algorithms in Katib, see the Katib configuration settings.