Symbolic Regressor

Lightweight symbolic regressor written in Julia that uses genetic algorithms to find expressions that model datasets.

Usage

See

julia SymbolicR.jl --help

Required packages:

• CSV
• JSON
• DataFrames
• SymbolicUtils

Default Configurations

• kepler
  • kepler's third law.
• noisy-kepler
  • kepler's third law with noise.
• newton
  • newton's law of universal gravitation.
• sine
  • sine without the sine function.
• sine2
  • sine squared without the sine function.