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DS-1000 / 891 / Is there any package in Python that does data transformation like Yeo-Johnson…

Problem

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Problem:

Is there any package in Python that does data transformation like Yeo-Johnson transformation to eliminate skewness of data?
I know about sklearn, but I was unable to find functions to do Yeo-Johnson transformation.
How can I use sklearn to solve this?

A:

<code>
import numpy as np
import pandas as pd
import sklearn
data = load_data()
assert type(data) == np.ndarray
</code>
yeo_johnson_data = ... # put solution in this variable
BEGIN SOLUTION
<code>

library

Sklearn

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Source and history

upstream_id / Original problem ID
891
task_id
7b47776e-8257-59f0-b8e3-e7ec1032e5cb
task_key
default--test--891
task_revision_id
1
config / split
default / test

Official source

initial import