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Matplotlib version? about pdpbox HOT 8 OPEN

sid-kap avatar sid-kap commented on August 13, 2024 19
Matplotlib version?

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Comments (8)

zeromh avatar zeromh commented on August 13, 2024 4

Also requesting this! matplotlib 3.1.1 is 2 years old as of writing. It's difficult to use pdpbox if I have to use such an out of date matplotlib.

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maxkoe avatar maxkoe commented on August 13, 2024 3

This fact prevents me from installing PDPbox in my environment (Windows 10 with Python 3.9.1), as I do not have a compiler on my machine and cannot install one. Thus I cannot install this old matplotlib version.

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Djtrip83 avatar Djtrip83 commented on August 13, 2024 2

Same here. I had to move to other packages because of the outdated dependency, but I do like the PDPBox package.
Any update on a release?

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VVER0114 avatar VVER0114 commented on August 13, 2024

Version 0.2.0 does not have this requirement, I successfully installed.
During the installation process, the matplolib request "METADATA", I copy it from "matplotlib_inline-0.1.3.dist-info"

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toshi-k avatar toshi-k commented on August 13, 2024

Same here. I would like to use PDPbox with the latest matplotlib ! matplotlib==3.1.1 can't work with Python 3.9.

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gulstein86 avatar gulstein86 commented on August 13, 2024

Same here. I had to move to other packages because of the outdated dependency, but I do like the PDPBox package. Any update on a release?

any recommended package to use?

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brookman1 avatar brookman1 commented on August 13, 2024

Seemingly matlplotlib>=3.2.2 is the lowest to go. Forced updated to version 3.2.2:

pip install pdpbox>=0.2.1
pip install matplotlib>=3.2.2

Ran this code in google codelab:

from pdpbox import pdp
feat_name = 'wr_40_end'
for feat_name in more_important_features[:10]:
    print(f'plot for feat_name:{feat_name}')
    p_isolate = pdp.pdp_isolate(rfr, X, X.columns, feat_name) 
    fig, axes = pdp.pdp_plot(p, feat_name, plot_lines=True)
    fig.show()
p_interact = pdp.pdp_interact(rfr, X, X.columns, more_important_features)
fix, axes = pdp.pdp_interact_plot(p_interact, more_important_features)

And got:

findfont: Font family ['Arial'] not found. Falling back to DejaVu Sans.
findfont: Font family ['Arial'] not found. Falling back to DejaVu Sans.
findfont: Font family ['Arial'] not found. Falling back to DejaVu Sans.
findfont: Font family ['Arial'] not found. Falling back to DejaVu Sans.

Other than above warnings, there were no problems.


Thanks.

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SauceCat avatar SauceCat commented on August 13, 2024

The latest version, v0.3.0, has been released. We recommend updating to this version and checking if it resolves the issue you're facing. Your feedback is appreciated. Thank you for your patience and support.

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