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使用plotnine拟合loess曲线时出现PlotnineError报错:需安装scikit-misc

Fixing PlotnineError: "For loess smoothing, install 'scikit-misc'"

Hey, this error is pretty straightforward — plotnine relies on the scikit-misc library to handle loess smoothing, and even though you imported skmisc in your code, you probably didn't install the library correctly (or used the wrong package name during installation). Let's fix this step by step:

1. Install the correct library

The import name is skmisc, but the package you need to install is called scikit-misc. Run one of these commands based on your package manager:

  • Using pip:
    pip install scikit-misc
    
  • Using conda (from conda-forge channel):
    conda install -c conda-forge scikit-misc
    

2. Fix the syntax error in your code

Looking at your geom_smooth line, there's an extra + at the end which will cause a syntax error. Remove that to avoid another issue:

Original line (with extra +):

+ geom_smooth(method = 'loess',span=0.4,se=True,colour="#00A5FF",fill="#00A5FF",alpha=0.2)+ #(f)

Corrected line:

+ geom_smooth(method='loess', span=0.4, se=True, colour="#00A5FF", fill="#00A5FF", alpha=0.2)  # (f)

3. Verify the installation

Before running your full plotting code, test if the import works by running:

import skmisc

If this doesn't throw any errors, you're good to go — run your plotnine code again and it should generate the loess-smoothed plot without issues.

内容的提问来源于stack exchange,提问作者ほしの凉

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