小编mor*_*ing的帖子

如何在 Pandas 数据框中用中值替换离群值?

这是我的数据框:

cars_num_df.head(10)

    mpg cylinders   displacement    horsepower  weight  acceleration    age
0   18.0    8          307.0          130.0     3504.0     12.0         13
1   15.0    8          350.0          165.0     3693.0     11.5         13
2   18.0    8          318.0          150.0     3436.0     11.0         13
3   16.0    8          304.0          150.0     3433.0     12.0         13
4   17.0    8          302.0          140.0     3449.0     10.5         13
5   15.0    8          429.0          198.0     4341.0     10.0         13
6   14.0    8          454.0          220.0     4354.0      9.0         13
7   14.0    8          440.0          215.0     4312.0      8.5         13
8   14.0    8          455.0          225.0     4425.0     10.0 …
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python median outliers pandas

4
推荐指数
1
解决办法
8029
查看次数

尝试导入 autosklearn 时 Colab 出错

我正在尝试在 Google Colab 中使用 Autosklearn,为此我已完成以下步骤:

!apt-get install build-essential swig 
!pip install auto-sklearn
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当我尝试时出现以下错误

import autosklearn

IncorrectPackageVersionError: found 'scikit-learn' version 0.22.2.post1 but requires scikit-learn version >=0.23.0
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我尝试执行以下操作:

!pip install --upgrade scikit-learn

Requirement already up-to-date: scikit-learn in /usr/local/lib/python3.6/dist-packages (0.23.2)
Requirement already satisfied, skipping upgrade: threadpoolctl>=2.0.0 in /usr/local/lib/python3.6/dist-packages (from scikit-learn) (2.1.0)
Requirement already satisfied, skipping upgrade: joblib>=0.11 in /usr/local/lib/python3.6/dist-packages (from scikit-learn) (1.0.0)
Requirement already satisfied, skipping upgrade: scipy>=0.19.1 in /usr/local/lib/python3.6/dist-packages (from scikit-learn) (1.4.1)
Requirement already satisfied, skipping upgrade: numpy>=1.13.3 in /usr/local/lib/python3.6/dist-packages (from scikit-learn) …
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python scikit-learn

2
推荐指数
1
解决办法
2731
查看次数

标签 统计

python ×2

median ×1

outliers ×1

pandas ×1

scikit-learn ×1