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leelamarkov.py
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101 lines (95 loc) · 35.1 KB
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]
import numpy as np
import pandas as pd
from random import seed
from random import random
import matplotlib.pyplot as plt
P = np.array(leela_matrix)
state=np.array([
[1.000,0.000,0.000,0.000,0.000,0,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000]
])
stateHist=state
dfStateHist=pd.DataFrame(state)
distr_hist = [0.000,0.000,0.000,0.000,0.000,0,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000]
print (len(distr_hist))
for x in range(5):
state=np.dot(state,P)
print(state)
stateHist=np.append(stateHist,state,axis=0)
dfDistrHist = pd.DataFrame(stateHist)
dfDistrHist.plot()
plt.show()