# Path: xcessiv/presets/learnersource.py



from xcessiv.presets import learnersource
    'sklearn_decision_tree_regressor',
    'sklearn_linear_regression',
    'sklearn_adaboost_regressor',
    'xgboost_regressor',

    # Transformers
    'identity_transformer'
]

# Classifiers
sklearn_random_forest_classifier = {
    'name': 'scikit-learn Random Forest Classifier',
    'source': learnersource.sklearn_random_forest_classifier_source,
    'meta_feature_generator': 'predict_proba'
}

sklearn_extra_trees_classifier = {
    'name': 'scikit-learn Extra Trees Classifier',
    'source': learnersource.sklearn_extra_trees_classifier_source,
    'meta_feature_generator': 'predict_proba'
}

sklearn_logistic_regression = {
    'name': 'scikit-learn Logistic Regression',
    'source': learnersource.sklearn_logistic_regression_source,
    'meta_feature_generator': 'predict_proba'
}

sklearn_knn_classifier = {
    'name': 'scikit-learn KNN Classifier',

# Path: xcessiv/presets/learnersource.py



# Path: xcessiv/presets/learnersetting.py
from xcessiv.presets import learnersource

    'sklearn_decision_tree_regressor',
    'sklearn_linear_regression',
    'sklearn_adaboost_regressor',
    'xgboost_regressor',

    # Transformers
    'identity_transformer'
]

# Classifiers
sklearn_random_forest_classifier = {
    'name': 'scikit-learn Random Forest Classifier',
    'source': learnersource.sklearn_random_forest_classifier_source,
    'meta_feature_generator': 'predict_proba'
}

sklearn_extra_trees_classifier = {
    'name': 'scikit-learn Extra Trees Classifier',
    'source': learnersource.sklearn_extra_trees_classifier_source,
    'meta_feature_generator': 'predict_proba'
}

sklearn_logistic_regression = {
    'name': 'scikit-learn Logistic Regression',
    'source': learnersource.sklearn_logistic_regression_source,
    'meta_feature_generator': 'predict_proba'
}

sklearn_knn_classifier = {
    'name': 'scikit-learn KNN Classifier',

    'source': learnersource.sklearn_knn_classifier_source,