Optuna
v0.19.0

Contents:

  • Installation
  • Tutorial
    • First Optimization
    • Advanced Configurations
    • Saving/Resuming Study with RDB Backend
    • Distributed Optimization
    • Command-Line Interface
    • User Attributes
    • Pruning Unpromising Trials
    • User-Defined Sampler
  • API Reference
  • FAQ
Optuna
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  • Tutorial
  • Edit on GitHub

TutorialΒΆ

  • First Optimization
    • Quadratic Function Example
    • Study Object
  • Advanced Configurations
    • Defining Parameter Spaces
    • Branches and Loops
      • Note on the Number of Parameters
    • Arguments for Study.optimize
  • Saving/Resuming Study with RDB Backend
    • New Study
    • Resume Study
    • Experimental History
  • Distributed Optimization
  • Command-Line Interface
  • User Attributes
    • Adding User Attributes to Studies
    • Adding User Attributes to Trials
  • Pruning Unpromising Trials
    • Activating Pruners
    • Integration Modules for Pruning
  • User-Defined Sampler
    • Overview of Sampler
    • An Example: Implementing SimulatedAnnealingSampler
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