diff --git a/curveFitting.py b/curveFitting.py deleted file mode 100644 index 1153d03..0000000 --- a/curveFitting.py +++ /dev/null @@ -1,33 +0,0 @@ -import matplotlib.pyplot as plt -from scipy.optimize import curve_fit -import numpy as numpy - -#Fitting funtion -def func(x, a, b) - return a*np.exp(b*x) - #return a*x+b - -#Experimental x and y data points -xData = np.array([1,2,3,4,5]) -yData = np.array([1, 9, 50, 300, 1500]) - -#Plot experimental data points -plt.plot(xData, yData, 'bo', label='experimeatal-data') - -# Initial guess for the parameters -#initialGuess = [1, 0, 1, 0] - -#Perform the curve-fit -popt, pcov = curve_fit(func, xData, yData, initialGuess) -print(popt) - -#x values for the fitted function -xFit = np.arange(0.0, 5.0, 0.01) - -#Plot the fitted function -plt.plot(xFit, func(xFit, *popt), 'r', label= 'fit params: a= %5.3f, b=%5.3f' %tuple(popt)) - -plt.xlabel('x') -plt.ylabel('y') -plt.legend() -plt.show() \ No newline at end of file