Examples#

Code examples demonstrating how to use Surfaces for optimization benchmarking. All examples are tested and can be run as standalone scripts.

Example Categories#

Getting Started

First steps with Surfaces. Basic usage, input formats, and core concepts.

Getting Started
Test Functions

Working with different function categories: Algebraic, BBOB, CEC, ML, Engineering.

Test Functions
Integrations

Using Surfaces with scipy, Optuna, SMAC, Ray Tune, GFO, and Hyperactive.

Integrations
Visualization

Creating surface plots, contour plots, and optimization trajectories.

Visualization

Running Examples#

All examples can be run as standalone Python scripts:

# Clone the repository
git clone https://github.com/SimonBlanke/Surfaces.git
cd Surfaces

# Install with examples dependencies
pip install -e ".[examples]"

# Run an example
python docs/examples/getting_started/basic_usage.py