Examples

import numpy as np
import pandas as pd

data = {'c_0': [11, -9, 0, -3, 5], 'c_1': [-4, -7, 8, 12, -5]}
df = pd.DataFrame(data)
df

	c_0	c_1
0	11	-4
1	-9	-7
2	0	8
3	-3	12
4	5	-5

Clips per column using lower and upper thresholds:

df.clip(-8, 12)

	c_0	c_1
0	11	-4
1	-8	-7
2	0	8
3	-3	12
4	5	-5

Clips using specific lower and upper thresholds per column element:

t = pd.Series([3, -4, -1, 6, 5])
t

0    3
1   -4
2   -1
3    6
4    5
dtype: int64

df.clip(t, t + 4, axis=0)

	c_0	c_1
0	7	3
1	-4	-4
2	0	3
3	6	10
4	5	5