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Thomascountz/perceptron_and.py

Created April 5, 2018 20:55
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Using Perceptron in Python v. 1
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perceptron_and.py
import numpy as np
from perceptron import Perceptron
training_inputs = []
training_inputs.append(np.array([1, 1]))
training_inputs.append(np.array([1, 0]))
training_inputs.append(np.array([0, 1]))
training_inputs.append(np.array([0, 0]))
labels = np.array([1, 0, 0, 0])
perceptron = Perceptron(2)
perceptron.train(training_inputs, labels)
inputs = np.array([1, 1])
perceptron.predict(inputs)
#=> 1
inputs = np.array([0, 1])
perceptron.predict(inputs)
#=> 0
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