Contents

• Toy Examples with Code
• • 1. Simple search
  • 2. Custom operator
  • 3. Multiple outputs
  • 4. Plotting an expression
  • 5. Other types
  • 6. Dimensional constraints
  • 7. Working with Expressions
  • 8. Template Expressions
  • 9. Logging with TensorBoard
  • 10. Using Differential Operators
  • 11. Seeding search with initial guesses
  • 12. Higher-arity operators
  • 13. Additional features
• Searching with template expressions
• • The Physical Problem
• API
• • MLJ interface
  • Low-Level API
  • Options
  • Printing
  • Evaluation
  • Derivatives
  • SymbolicUtils.jl interface
  • Pareto frontier
  • Logging
• Types
• • Equations
  • Expressions
  • Population
  • Population members
  • Hall of Fame
  • Dataset
• Losses
• • Regression
  • Classification