Grid Optimizer

Introduction

The Grid Optimizer provides systematic grid search through Optuna's interface. It exhaustively searches through all combinations of specified parameter values, ensuring complete coverage of the parameter space.

Usage Example

When to Use Grid Optimizer

Best for: - Small parameter spaces - Discrete parameter values - Complete space exploration - Reproducible results

Avoid if: - Large parameter spaces (combinatorial explosion) - Continuous parameters - Limited evaluation budget