QuickSR Documentation

QuickSR is a Python extension module written in C++/HIP for symbolic regression with genetic programming, backpropagation and bytecode virtual machine, targeting CPUs and GPUs.

Note

This project is under active development.

Contents

• Tutorials
  • Tutorial - Part 1
• User’s Guide
  • Importing QuickSR
  • Runners
    • CPU Runner
    • GPU Runners
    • Terminology
  • Initialization
    • Grow Initialization
    • Full Initialization
    • Ramped Half and Half Initialization
  • Mutation
    • Subtree Mutation
    • Hoist Mutation
    • Point Mutation
    • Distribution Mutation
  • Recombination
    • Default Recombination
  • Parent Selection
    • Fitness Proportional Selection
    • Rank Selection