这个例子是快速的，并且会从列表中删除一个值的所有实例:

a = [1,2,3,1,2,3,4]
while True:
    try:
        a.remove(3)
    except:
        break
print a
>>> [1, 2, 1, 2, 4]

正如许多其他答案所述，list.remove()将工作，但如果项不在列表中则抛出ValueError。在python 3.4+中，有一个有趣的方法来处理这个问题，使用suppress contextmanager:

from contextlib import suppress
with suppress(ValueError):
    a.remove('b')

这是一个效率较低的解决方案，但它仍然有效:

A =[] //这是你的列表

B //需要删除的元素

counter = a.count(b)

while counter > 0:
    if b in a:
       a.remove(b)
       counter -= 1

print(a)

通常，如果你告诉Python做一些它不能做的事情，Python会抛出一个异常，所以你必须这样做:

if c in a:
    a.remove(c)

or:

try:
    a.remove(c)
except ValueError:
    pass

异常不一定是坏事，只要它是您所期望的并正确处理的。

一些最简单的基准测试方法:

import random
from copy import copy
sample = random.sample(range(100000), 10000)
remove = random.sample(range(100000), 1000)

%%timeit
sample1 = copy(sample)
remove1 = copy(remove)

for i in reversed(sample1):
    if i in remove1:
        sample1.remove(i)
# 271 ms ± 16 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)
# remove all instances

%%timeit
sample1 = copy(sample)
remove1 = copy(remove)

filtered = list(filter(lambda x: x not in remove1, sample1))
# 280 ms ± 18.9 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)
# remove all instances

%%timeit
sample1 = copy(sample)
remove1 = copy(remove) 

filtered = [ele for ele in sample1 if ele not in remove1]
# 293 ms ± 72.1 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)
# remove all instances

%%timeit
sample1 = copy(sample)
remove1 = copy(remove) 

for val in remove1:
    if val in sample1:
        sample1.remove(val)
# 558 ms ± 40.7 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)
# only remove first occurrence

%%timeit
sample1 = copy(sample)
remove1 = copy(remove) 

for val in remove1:
    try:
        sample1.remove(val)
    except:
        pass
# 609 ms ± 11.7 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)
# only remove first occurrence

你可以这样做

a=[1,2,3,4]
if 6 in a:
    a.remove(6)

但以上需要在list a中搜索2次6，所以尝试except会更快

try:
    a.remove(6)
except:
    pass