Add graph drawing functionality
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15
Graph.py
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15
Graph.py
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from graphics import *
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class Graph(object):
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def __init__(self, p_width, p_height, p_name):
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self.win = GraphWin("perceptron", p_width, p_height)
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self.win.setCoords(0, 0, 640, 480)
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self.x_offset = p_width / 2
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self.y_offset = p_height / 2
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self.win.setCoords(0, 0, 640, 480)
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Line(Point(0, p_height / 2), Point(p_width, p_height / 2)).draw(self.win)
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Line(Point(p_width / 2, 0), Point(p_width / 2, p_height)).draw(self.win)
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def drawLine(self, p_point1, p_point2):
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Line(p_point1, p_point2).draw(self.win).move(self.x_offset, self.y_offset)
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7
Main.py
7
Main.py
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@ -1,10 +1,13 @@
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from Perceptron import Perceptron
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from Perceptron import Perceptron
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from random import Random
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from random import Random
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from Dataset import Dataset
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from Dataset import Dataset
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from Graph import *
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rand = Random()
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rand = Random()
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data = Dataset(open("input.txt").read().split('\n'), open("target.txt").read().split('\n'))
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data = Dataset(open("input.txt").read().split('\n'), open("target.txt").read().split('\n'))
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learn_rate = 0.01
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learn_rate = 0.01
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graph = Graph(640, 480, "Perceptron")
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graph.drawLine(Point(-1000, -1000 + 20), Point(1000, 1000 + 20))
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p = Perceptron()
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p = Perceptron()
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i = data.inputs
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i = data.inputs
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@ -20,8 +23,8 @@ for ind in range(0, 500):
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print("error: %f" % p.guess(i[key].target, learn_rate))
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print("error: %f" % p.guess(i[key].target, learn_rate))
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for i in range(0, 1000):
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for i in range(0, 1000):
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x = input("Arg1")
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x = input("Arg1: ")
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y = input("Arg2")
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y = input("Arg2: ")
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p.input(x, y)
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p.input(x, y)
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if p.activation() == 1:
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if p.activation() == 1:
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print("TRUE")
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print("TRUE")
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1001
graphics.py
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1001
graphics.py
Normal file
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