keep values that are not in a list pandas code example

Example 1: pandas filter rows by value in list

df.loc[df['col name'].isin(ls_conditions)]

Example 2: dataframe slice by list of values

In [4]: df[~df['A'].isin([3, 6])]
Out[4]:
   A  B
0  5  1
3  4  5