The code below works in CoCalc, but I can't get it to run in Python in my IDE. I've imported numpy and sagemath, and referred to each as needed to define the math functions, but I can't get the find_local_maximum function to work. See below.
Code:
import numpy as np
import sagemath as sm
def mean_x(factor, values):
return sum([np.cos(2*np.pi*v/factor) for v in values])/len(values)
def mean_y(factor, values):
return sum([np.sin(2*np.pi*v/factor) for v in values])/len(values)
def calculatePeriodAppeal(factor, values):
mx = mean_x(factor, values)
my = mean_y(factor, values)
appeal = np.sqrt(mx**2+my**2)
return appeal
def calculateBestLinear(factor, values):
mx = mean_x(factor, values).n()
my = mean_y(factor, values).n()
y0 = factor*np.atan2(my,mx)/(2*np.pi).n()
err = 1-np.sqrt(mx**2+my**2).n()
return [factor*x + y0, err]
def calculateGCDAppeal(factor, values):
mx = mean_x(factor, values)
my = mean_y(factor, values)
appeal = 1 - np.sqrt((mx-1)**2+my**2)/2
return appeal
testSeq = [552,827,275,809,534]
gcd = calculateGCDAppeal(x, testSeq)
agcd = sm.find_local_maximum(gcd,20,30)
print(agcd)
np.plot(gcd,(x, 20,30))
Error:
Traceback (most recent call last):
File "<ipython-input-163-fecb5397afab>", line 31, in <module>
agcd = sm.find_local_maximum(gcd,20,30)
AttributeError: module 'sagemath' has no attribute 'find_local_maximum'
