[PYTHON/NUMPY] poly1d 클래스 : 2차 방정식 생성하기

icodebroker NUMPY 2024-06-18

■ poly1d 클래스를 사용해 2차 방정식을 생성하는 방법을 보여준다.

▶ 예제 코드 (PY)


import matplotlib.pyplot as pp
import numpy as np

xNDArray      = np.arange(0, 10, 0.01)
yNDArray      = np.square(xNDArray - 1) + 1
yNoiseNDArray = yNDArray + np.random.randn(len(yNDArray))

sourcePolyfitNDArray = np.polyfit(xNDArray, yNoiseNDArray, 2) # 2차식
sourcePoly1d = np.poly1d(sourcePolyfitNDArray)

# pp.figure(figsize = (12, 8))

pp.plot(xNDArray, yNoiseNDArray, label = "noise", color = "y")
pp.plot(xNDArray, yNDArray, ls = "dashed", lw = 3, color = "b", label = "original")
pp.plot(xNDArray, sourcePoly1d(xNDArray), lw = 2, color = "r", label = "polyfit")

pp.show();

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import matplotlib.pyplot as pp

import numpy as np

xNDArray = np.arange(0, 10, 0.01)

yNDArray = np.square(xNDArray - 1) + 1

yNoiseNDArray = yNDArray + np.random.randn(len(yNDArray))

sourcePolyfitNDArray = np.polyfit(xNDArray, yNoiseNDArray, 2) # 2차식

sourcePoly1d = np.poly1d(sourcePolyfitNDArray)

# pp.figure(figsize = (12, 8))

pp.plot(xNDArray, yNoiseNDArray, label = "noise", color = "y")

pp.plot(xNDArray, yNDArray, ls = "dashed", lw = 3, color = "b", label = "original")

pp.plot(xNDArray, sourcePoly1d(xNDArray), lw = 2, color = "r", label = "polyfit")

pp.show();