import xlrd as xd
import numpy as np
from minepy import MINE
data =xd.open_workbook (r'C:\Users\dengm\Desktop\text1.xls') #打开excel表所在路径
sheet = data.sheet_by_name('sheet1') #读取数据，以excel表名来打开
list = []
for r in range(sheet.nrows): #将表中数据按行逐步添加到列表中，最后转换为list结构
data1 = []
for c in range(sheet.ncols):
data1.append(sheet.cell_value(r,c))
list.append(list(data1))
x1,x2,x3,...,xk = list[i:i+k] #默认i=0,k=len(List)
y1,y2,y3,...,yk = list[i:i+k] #默认i=0,k=len(List)
mine = MINE(alpha=0.6, c=15)
mine.compute_score(xk, yk)
print("Without noise:")
print("MIC", mine.mic())
print(xk)
