marsopt documentation¶ Contents: Getting Started 1. Installation 2. Basic Concepts 3. Minimal Working Example 4. Accessing Detailed Results 5. Advanced Configuration MARS - Overview 1. General Structure of MARS 2. Elite Count Schedule 3. Noise Scheduling with Cosine Annealing 4. Numerical Variables 5. Categorical Variables 6. Iterative Procedure 7. Careful Theoretical Interpretation 8. References Performance Analysis 1. Computation Times 2. Blackbox Optimization Experiments 3. LightGBM Hyperparameter Optimization Notice API Reference Study Trial