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
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Tutorial
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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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v: v0.19.0
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