Sklearn-compatible API

If you want to use Genetic Engine in your Machine Learning pipelines, you can use it, through these examples:

Classification

from geml.classifiers import GeneticProgrammingClassifier

model = GeneticProgrammingClassifier()
model.fit(X, y)

Regression

from geml.regressors import GeneticProgrammingRegressor

model = GeneticProgrammingRegressor()
model.fit(X, y)

For complete examples, check the sklearn-type-examples.py in the examples folder.