Signatures

Modules

•  IT IT expression data structures
  Submodules

  •  IT.Algorithms Basic algorithms data structures
  •  IT.Eval Evaluation function for IT expressions.
  •  IT.FI2POP Feasible-Infeasible Two-Population Interaction-Transformation Evolutionary Algorithm
  •  IT.ITEA Interaction-Transformation Evolutionary Algorithm
  •  IT.Metrics Error measures for Classification and Regression.
  •  IT.Mutation Mutation operators for ITEA
  •  IT.Random random generation of IT components
  •  IT.Regression Specific functions for Symbolic Regression
  •  IT.Shape Measuring shape constraints with interval arithmetic
• ITEA
  Submodules

  •  ITEA.Config Example of usage for Symbolic Regression
  •  ITEA.Regression Example of usage for Symbolic Regression
  •  ITEA.Report Example of usage for Symbolic Regression
•  Main Main program to run ITEA with a configuration file.
•  RunConfig Main program to run ITEA with a configuration file.
•  RunCrossVal Hyperparameter tuning for ITEA