Python

Core

• Custom Kernels

Symbolic Regression

• A basic tutorial on symbolic regression
• Learning constants using evolution
• Multi-objective memetic approach
• A real-world case (Engineering: materials)
• A real-world case (Physics: dynamics)
• A real-world case (Biomimetics: space technology)
• Symbolic Regression and the Island Model

Phenotype correction

• Phenotype Correction

Neural Networks

• Representing an Artificial Neural Network as a Cartesian Genetic Program
• Training a FFNN in dCGPANN vs. Keras (classification)
• Training a FFNN in dCGPANN vs. Keras (regression)

Other

• Solving differential equations with dCGP
• Weighted dCGP for a symbolic regression task
• Discovery of prime integrals with dCGP

Deprecated

• Learning constants in a symbolic regression task (deprecated)
• Learning constants in a symbolic regression task (PART II) (deprecated)