from sklearn.datasets import load_iris
from sklearn.preprocessing import FunctionTransformer
iris = load_iris()
abs_transformer = FunctionTransformer(lambda X: abs(X))
iris_abs = abs_transformer.transform(iris.data)
# printing only first 5 rows
for i in range(5):
    print(iris_abs[i])