hal-cgp
  • Installation
  • Basic usage
  • Documentation
  • Examples
    • Example demonstrating the use of the caching decorator.
    • Example demonstrating the use of the caching decorator with functional equivalance checking
    • Minimal example for evolutionary regression
    • Example for evolutionary regression with multiple genomes
    • Example for evolutionary regression with genome reordering
    • Minimal example for evolutionary regression using hurdles
    • Example for evolutionary regression on a piecewise target function
    • Example for evolutionary regression with parametrized nodes
    • Example for differential evolutionary regression
    • Example for evolutionary regression with local search via evolution strategies
    • Example for evolutionary regression
    • Example: Solving an OpenAI Gym environment with CGP.
  • API reference
  • References
  • Citation
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Examples¶

This folder contains a number of example scripts that demonstrate several use cases of hal-cgp.

Example demonstrating the use of the caching decorator.

Example demonstrating the use of the caching decorator.¶

Example demonstrating the use of the caching decorator with functional equivalance checking

Example demonstrating the use of the caching decorator with functional equivalance checking¶

Minimal example for evolutionary regression

Minimal example for evolutionary regression¶

Example for evolutionary regression with multiple genomes

Example for evolutionary regression with multiple genomes¶

Example for evolutionary regression with genome reordering

Example for evolutionary regression with genome reordering¶

Minimal example for evolutionary regression using hurdles

Minimal example for evolutionary regression using hurdles¶

Example for evolutionary regression on a piecewise target function

Example for evolutionary regression on a piecewise target function¶

Example for evolutionary regression with parametrized nodes

Example for evolutionary regression with parametrized nodes¶

Example for differential evolutionary regression

Example for differential evolutionary regression¶

Example for evolutionary regression with local search via evolution strategies

Example for evolutionary regression with local search via evolution strategies¶

Example for evolutionary regression

Example for evolutionary regression¶

Example: Solving an OpenAI Gym environment with CGP.

Example: Solving an OpenAI Gym environment with CGP.¶

Download all examples in Python source code: auto_examples_python.zip

Download all examples in Jupyter notebooks: auto_examples_jupyter.zip

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