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