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| import operator as op | |
| def ncr(n, x): | |
| x = min(n, n-x) | |
| if x == 0: return 1 | |
| num = reduce(op.mul, xrange(n, n-x, -1)) | |
| denom = reduce(op.mul, xrange(1, x+1)) | |
| return num // denom |
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| from math import erf | |
| def F(x, mew, sd): | |
| return 0.5 * (1 + erf((x-mew)/(sd * pow(2, 0.5)))) |
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| def hexdump(src, length=16): | |
| ''' | |
| :param src: https://github.com/ActiveState/code/tree/master/recipes/Python/142812_Hex_dumper/ | |
| ''' | |
| FILTER=''.join([(len(repr(chr(x)))==3) and chr(x) or '.' for x in range(256)]) | |
| N=0 | |
| result='' | |
| while src: | |
| s,src = src[:length],src[length:] |
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| import os | |
| import socket | |
| if os.name != "nt": | |
| import fcntl | |
| import struct | |
| def get_interface_ip(ifname): | |
| s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM) | |
| return socket.inet_ntoa(fcntl.ioctl(s.fileno(), 0x8915, struct.pack('256s', |
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| def up(inp_str): | |
| if ' ' in inp_str: | |
| print "No spaces" | |
| return | |
| else: | |
| return ''.join([chr(ord(x) & 95) for x in inp_str]) |
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| def transpose(matrix): | |
| return [[row[i] for row in matrix] for i in range(len(matrix[0]))] | |
| # this one is a bit slower | |
| def t2(matrix): | |
| return map(list, zip(*matrix)) |
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| def ranking(arr): | |
| cp = [] | |
| for x in arr: | |
| if cp.count(x) == 0: | |
| cp.append(x) | |
| cp.sort() | |
| ranks = {x:y for x,y in zip(cp, range(1, len(cp)+1))} | |
| return [ranks[x] for x in arr] |
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| def main(): | |
| n = int(raw_input().strip()) | |
| X = map(float, raw_input().strip().split(' ')) | |
| Y = map(float, raw_input().strip().split(' ')) | |
| x_rank = ranking(X) | |
| y_rank = ranking(Y) | |
| d_sq = [(x-y)**2 for x,y in zip(x_rank, y_rank)] | |
| print round(1-((6.0*sum(d_sq))/(n*(n**2 - 1))), 3) |
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| def main(): | |
| n = int(raw_input().strip()) | |
| X = map(float, raw_input().strip().split(' ')) | |
| Y = map(float, raw_input().strip().split(' ')) | |
| x_mean = sum(X) / len(X) | |
| y_mean = sum(Y) / len(Y) | |
| s_devX = std(X, x_mean) | |
| s_devY = std(Y, y_mean) | |
| covariance = cov(X, Y, x_mean, y_mean) | |
| print round(covariance / (s_devX * s_devY), 3) |
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| n = 5 # take input for total lines | |
| X = [] | |
| Y = [] | |
| for _ in xrange(n): | |
| x,y = map(int, raw_input().strip().split(' ')) | |
| X.append(x) | |
| Y.append(y) | |
| # input is done | |
| x_sum = sum(X) |
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