#Kütüphaneleri yükle

import pandas as pd

import numpy as np

import math

import matplotlib.pyplot as plt

from sklearn import preprocessing

A=0

B=2

Boylar = [180,160,170,175,175,160,170,170,155,150,152,165]

scaledBoylar =  preprocessing.scale(Boylar)

normBoylar =  preprocessing.minmax_scale(Boylar)

Cinsiyet=[1,0,1,1,1,1,0,1,0,0,0,0]

minBoy = min(scaledBoylar)

maxBoy = max(scaledBoylar)

x=np.arange(minBoy*2,maxBoy*2,0.1)

y=[1/(1+math.exp(-(A+B*xX))) for xX in x]

plt.plot(x,y)

plt.plot(scaledBoylar,Cinsiyet,'r*')