AttributeError: module 'pandas.core.algorithms' has no attribute 'quantile'

[anandece4u]

Hi Sundar,

After running following code :
from xverse.transformer import MonotonicBinning
clf = MonotonicBinning()
clf.fit(X, y)

I am getting AttributeError: module 'pandas.core.algorithms' has no attribute 'quantile' error. Any help will be appreciated.

Thanks

[anandece4u]

pandas version 1.4.2
numpy version 1.21.0
python version 3.9.12
I am using Anaconda

[player1024]

same issue here, had to downgrade to pandas==1.3.5 to make it work

[ximua00]

Same issue here, downgrading works for me as well.

[sridharsdvk]

Same issue here, downgrading works for me as well.

Getting same error in May 23.
Is this issue resolved?
Can't downgrade python verson.
If so What is the sol?

[surzua]

            #bins = algos.quantile(X, np.linspace(0, 1, force_bins)) #creates a new binnning based on forced bins
            bins = X.quantile(np.linspace(0, 1, force_bins)).values #creates a new binnning based on forced bins

Hi, you can fix that in this way

[apavlo89]

            #bins = algos.quantile(X, np.linspace(0, 1, force_bins)) #creates a new binnning based on forced bins
            bins = X.quantile(np.linspace(0, 1, force_bins)).values #creates a new binnning based on forced bins

Hi, you can fix that in this way

No it doesn't despite what chatgpt recommends you do ;)

[surzua]

Who said that comes from chatgpt?
I'm working with this library and this is my fix.
If it's wrong, please provide the correct answer.

[Yashstar123]

It is saying force_bins is not defined

[AnshuTrivedi]

same issue here, had to downgrade to pandas==1.3.5 to make it work

Thank you it helped me!

[IgnacioMB]

            #bins = algos.quantile(X, np.linspace(0, 1, force_bins)) #creates a new binnning based on forced bins
            bins = X.quantile(np.linspace(0, 1, force_bins)).values #creates a new binnning based on forced bins

Hi, you can fix that in this way

thanks! this worked for me :) I use Pandas v1.5.1