Overview

1. Basic usage examples demonstrate fundamental usage. Learn how to perform Hyperparameter Optimization (HPO) and analyze runs on a basic level.

2. Convenience examples show tensorboard compatibility and its integration, SLURM-scripting and understand file management within the evaluate pipeline function used in NePS.

3. Efficiency examples showcase how to enhance efficiency in NePS. Learn about expert priors, multi-fidelity, and parallelization to streamline your pipeline and optimize search processes.

4. Experimental examples tailored for NePS contributors. These examples provide insights and practices for experimental scenarios.

5. Real-world examples demonstrate how to apply NePS to real-world problems.