Source code for simpleml.models.classifiers.sklearn.gaussian_process

'''
Wrapper module around `sklearn.gaussian_process`
'''

from .base_sklearn_classifier import SklearnClassifier
from simpleml.models.classifiers.external_models import ClassificationExternalModelMixin

from sklearn.gaussian_process import GaussianProcessClassifier


__author__ = 'Elisha Yadgaran'


'''
Gaussian Process Classifier
'''

class WrappedSklearnGaussianProcessClassifier(GaussianProcessClassifier, ClassificationExternalModelMixin):
    def get_feature_metadata(self, features, **kwargs):
        pass

class SklearnGaussianProcessClassifier(SklearnClassifier):
    def _create_external_model(self, **kwargs):
        return WrappedSklearnGaussianProcessClassifier(**kwargs)