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SauceCat/PDPbox
PDPbox version

Hello, I installed PDPbox using pip but when I m trying to call pdp.pdp_interact, it says there s no such a method here. Also I guess pdp.pdp_interact_plot is not callable as well? My guess is that there ...
  • zhexingli
  • Opened 
    22 days ago
  • #95

SauceCat/PDPbox
pdp.isolate for multiple class(>2) feature column

I checked /tutorials/pdpbox_binary_classification.ipynb and saw PDPisolate for the feature Sex , but that is for binary feature. If I want to plot pdp.isolate for a multi-class feature like Pclass , is ...
  • fuhsiao
  • Opened 
    on Dec 27, 2024
  • #94

SauceCat/PDPbox
Understanding negative partial dependency values

Solved
  • pazcord1354
  • Opened 
    on Oct 28, 2024
  • #93

SauceCat/PDPbox
get_dataset import error

Hello, I am using jupyter notebook to import the get_dataset from pdpbox. It returns an error: ImportError: cannot import name get_dataset from pdpbox My python version is 3.11.8, and the pdpbox version ...
  • JosephZh23
  • 2
  • Opened 
    on Apr 8, 2024
  • #91

SauceCat/PDPbox
Is PDP visualization suitable for binary variables?

Hi, I d like to ask for advice. If it s a binary variable, like yes or no, is it suitable to use PDP (Partial Dependence Plots) for visualization? What type of graph should I use? Thank you!
  • FIR2022start
  • Opened 
    on Dec 7, 2023
  • #90

SauceCat/PDPbox
If the column label of the feature is Chinese, it cannot be displayed

First use PDPIsolate and then use plot, successfully executed. However, there is a problem that cannot be displayed if the column label of the feature is Chinese. How to solve this problem?
  • Yif18
  • Opened 
    on Aug 16, 2023
  • #89

SauceCat/PDPbox
Request help in using the library

Hello! I m trying to use PDPbox but It doesn t plot the figure and I don t understand I m using this dataset https://www.kaggle.com/datasets/mathan/fifa-2018-match-statistics the code is y = (fifa[ ...
  • sissaNassir
  • 2
  • Opened 
    on Aug 15, 2023
  • #88

SauceCat/PDPbox
After I draw the image using the following methods, I want to change the name of the x-axis and y-axis separately.What should I do?

plot = pdp.PDPIsolate(model=model,df=tree_temp,model_features=X.columns ,feature= UrbanCPI ,feature_name= UrbanCPI ,n_classes=0,num_grid_points=10) fig, axes= plot.plot( ncols=2, ...
  • Weidong725
  • 1
  • Opened 
    on Jul 13, 2023
  • #87

SauceCat/PDPbox
Making PDPplots work with XGBoost Distribution

Is there any plan to make this current package work with XGBoost Distribution? Otherwise would love to start working on that as a feature.
  • nshahGrid
  • Opened 
    on Jan 10, 2023
  • #85

SauceCat/PDPbox
Use scikit-learn instead of sklearn

Otherwise it fails to install: #36 272.1 × python setup.py egg_info did not run successfully. #36 272.1 │ exit code: 1 #36 272.1 ╰─ [18 lines of output] #36 272.1 The sklearn PyPI package ...
  • Philmod
  • 5
  • Opened 
    on Dec 14, 2022
  • #84
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