text: Title: Effect Plot for Linear Models
  Body: **Describe the solution you'd like**
  Would love to have an Effect Plot for aiding with interpreting linear models. I realize that a feature importance plot does some of this. An effect plot shows the weights as a bar plot so you can see whether the impact is positive or negative and also how large the variance is.
  
  **Examples**
  
  There is a great example here 
  https://christophm.github.io/interpretable-ml-book/limo.html#visual-parameter-interpretation
  
  My scouring has not turned up any Python code to generate this plot in the wild.
  
  