PDPbox

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tempdeltavalue

Failed building wheel for matplotlib

5

While I'm trying to install pdpbox, it seems a conflict happened to my matplotlib: note: This error originates from a subprocess, and is likely not a problem with pip. ERROR:...

hofong428

ValueError: train and valid dataset categorical_feature do not match.

1

 

tempdeltavalue

Have to admit that your package works really well, I really like the contour plots in it to see the impact of the two attribute features. I would like to...

Turningl

Matplotlib version?

7

Is there a chance we could loosen the matplotlib requirement for this project? It's currently requiring `matplotlib==3.1.1`; I'm wondering if something more flexible, like `matploblib>=3,

sid-kap

Replace the value grid calculation by removing nans

1

Hello, would be good to replace the grid value calculation in pdp_calc_utils.py line 237: `value_grids = np.percentile(feature_values, percentile_grids)` with `value_grids = np.nanpercentile(feature_values, percentile_grids)` This will avoid returning an array with...

ciornav

ValueError: No objects to concatenate error using pdp.pdp_isolate

4

I've got pdp_isolate to work on other features, but it throws an exception "ValueError: No objects to concatenate" when plotted for column "f66". Does this mean there isn't enough information...

chriseal

How to adjust the fontsize of xlabel, ylabel, xticks and yticks?

1

SuetChan

Generating plots with sklearn Pipeline objects

2

Thanks for creating such a tool for Python partial dependence plot. I do find an issue, though. Right now in my project, the trained model is wrapped as a pipeline....

mekomlusa

PDP plot: use train or test set in pdp_isolate()?

4

Hi @SauceCat , quick conceptual question: Say if I selected I given feature to analyze in my multiclass classifier. In `pdp.pdp_isolate() ` function for PDP plot, when would make sense...

FernandoDoreto