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Ensembled Sampler

A sampler that ensembles multiple samplers.

Installation

No additional packages are required.

Abstract

This package provides a sampler that ensembles multiple samplers. You can specify the list of samplers to be ensembled.

Class or Function Names

  • EnsembledSampler

Example

import optuna
import optunahub

mod = optunahub.load_module("samplers/ensembled")

samplers = [
    optuna.samplers.RandomSampler(),
    optuna.samplers.TPESampler(),
    optuna.samplers.CmaEsSampler(),
]
sampler = mod.EnsembledSampler(samplers)

See example.py for more details.

Package
samplers/ensembled
Author
Kenshin Abe
License
MIT License
Verified Optuna version
  • 3.6.1
Last update
2024-08-12