OptunaHub / Implicit Natural Gradient Sampler

A sampler based on Implicit Natural Gradient.

Package: samplers/implicit_natural_gradient
Author: Yuhei Otomo and Masashi Shibata
License: MIT License
Verified Optuna version: 3.6.1

Class or Function Names

Example

mod = optunahub.load_module("samplers/implicit_natural_gradient")
sampler = mod.ImplicitNaturalGradientSampler()

See example.py for more details.

Others

Reference

Yueming Lyu, Ivor W. Tsang (2019). Black-box Optimizer with Implicit Natural Gradient. arXiv:1910.04301