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amankharwal/Perceptron.py Secret

Created May 23, 2021 12:47
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Perceptron.py
import numpy as np
from sklearn.datasets import load_iris
from sklearn.linear_model import Perceptron
iris = load_iris()
x = iris.data[:,(2,3)] #petal length, petal width
y = (iris.target == 0).astype(np.int) #iris setosa
perceptron = Perceptron()
perceptron.fit(x, y)
ypred = perceptron.predict([[2, 0.5]])
print(ypred)
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