Perceptron training data

perceptron-data.py

import pandas as pd
import numpy as np

data = [[2.7810836,2.550537003,0],
        [1.465489372,2.362125076,0],
        [3.396561688,4.400293529,0],
        [1.38807019,1.850220317,0],
        [3.06407232,3.005305973,0],
        [7.627531214,2.759262235,1],
        [5.332441248,2.088626775,1],
        [6.922596716,1.77106367,1],
        [8.675418651,-0.242068655,1],
        [7.673756466,3.508563011,1]]

pd.DataFrame(data = data, index=list(range(len(data))), columns=['X_1', 'X_2', 'label'])