bubble-economy / test_pyentropy.py

"""
"""
import mi
import math
import random


x, y = [], []

for i in xrange(10000):
    u, v = (random.random()-0.5)*2, (random.random()-0.5)*2
    if abs(u)+abs(v) <1: x.append(u); y.append(v)

x_i = (np.asarray(x)*20).astype(int)+20
y_i = (np.asarray(x)*20).astype(int)+20
y_i2 = y_i+20
x_i2 = x_i+20

mi.ince_mi_dist_disc(x_i2, y_i2, x_bins = 80, y_nbins=80, sampling='naive', method='plugin')
mi.ince_mi_dist_disc(x_i, y_i, x_bins = 40, y_nbins=40, sampling='naive', method='plugin')
mi.ince_mi_dist_disc(x_i, y_i, x_bins = 40, y_nbins=40, sampling='kt', method='plugin')
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