Create a decision tree classifier in Python to distinguish cats and dogs.
import numpy as np
from sklearn import tree

# Create the data
x = np.array([[0, 0], [1, 1]])
y = np.array([0, 1])

# Train the tree
clf = tree.DecisionTreeClassifier()
clf = clf.fit(x, y)