API Reference

Genetic Feature Generation

GeneticFeatureSynthesis([num_features, ...])	The Genetic Feature Synthesis class uses genetic programming to generate new features using a technique based on Symbolic Regression.
CustomSymbolicFunction(func, arg_count, ...)	The base class for creating custom symbolic functions.
list_symbolic_functions()	List all the available built-in symbolic functions.

Genetic Feature Selection

GeneticFeatureSelector(objective_function[, ...])

The Genetic Feature Selector class uses genetic programming to select the best features to minimise a given objective function.

Datasets

fetch_cars_dataset()	Fetch the cars dataset from the UCI repository.
fetch_wine_dataset()	Fetch the wine dataset from the UCI repository.