qubo_lab/test_alpha_generation.py

#!/usr/bin/env python3
import matplotlib.pyplot as plt
import seaborn as sns
import numpy as np

import random

from util.script import frange

from collections import Counter


def main():
    #alpha_range = frange(0.5, 10, 0.1)
    #k = 50
    
    #alphas = _get_bins(k, alpha_range)

    
    alphas = []
    
    k = 25
    
    for v in range(5, 50):
        alphas.append(round(k/v, 2))
    
    
    num_bins =len(np.unique(alphas))
    
    print(num_bins)
    
    sns.set()
    plt.hist(alphas, bins=num_bins)
    plt.show()
        
def _get_bins(k, alpha_range):
    bins = {}
    
    alphas = []
    
    for a in alpha_range:
        v = int(k/a)
        real_alpha = (k / v)
        
        alphas.append(round(real_alpha, 2))
            
    return alphas

if __name__ == "__main__":
    main()