更新:
好的,现在我想我理解你问的两个问题:
from itertools import combinations
A = [1.1, 1.4, 2.1, 2.4]
B = [1.3, 6.5, -1.0, 2.3]
C = [0.5, -1.0, -1.1, 2.0]
D = [1.5, 6.3, 2.2, 3.0]
lists = {'A': A, 'B': B, 'C': C, 'D': D}
tol = 0.2
def compare_lists(a, b, tol):
return [abs(elem1-elem2) <= tol for elem1, elem2 in zip(a, b)] # Might want '<' instead
for name1, name2 in combinations(lists.keys(), 2):
a, b = lists[name1], lists[name2]
print('{}, {} {}'.format(name1, name2, compare_lists(a, b, tol)))
输出:
A, B [True, False, False, True]
A, C [False, False, False, False]
A, D [False, False, True, False]
B, C [False, False, True, False]
B, D [True, False, False, False]
C, D [False, False, False, False]
更新 2:
要回答您的后续问题,如果列表实际上是列表列表的成员,您可以类似地执行以下操作:
# An alternative for when the lists are nested inside another list
from itertools import combinations
lists = [
[1.1, 1.4, 2.1, 2.4],
[1.3, 6.5, -1.0, 2.3],
[0.5, -1.0, -1.1, 2.0],
[1.5, 6.3, 2.2, 3.0]
]
tol = 0.2
def compare_lists(a, b, tol): # unchanged
return [abs(elem1-elem2) <= tol for elem1, elem2 in zip(a, b)] # Might want '<' instead
for i, j in combinations(range(len(lists)), 2): # all combinations of pairs of indices
a, b = lists[i], lists[j]
print('{}[{}], [{}] {}'.format('lists', i, j, compare_lists(a, b, tol)))
输出:
lists[0], [1] [True, False, False, True]
lists[0], [2] [False, False, False, False]
lists[0], [3] [False, False, True, False]
lists[1], [2] [False, False, True, False]
lists[1], [3] [True, False, False, False]
lists[2], [3] [False, False, False, False]