OneHotEncoder constructor returning TypeError on fit function

This one’s been dragging me through the mud. I just installed prince to make use of the MCA, but I consistently get the following error when calling the fit() function:

TypeError: __init__() got an unexpected keyword argument 'categories'

I’m pulling the example directly from the mca section of the README. I’ve tried manipulating one_hot.py directly, but nothing seems to yield any results. Here is the problematic snippet:

mca = prince.MCA(
    n_components=2, 
    n_iter=3, 
    copy=True,
    check_input=True,
    engine='auto',
    random_state=42
)
mca = mca.fit(test_df) # errors here
mca.fit() 

[ankur-chouragade]

Getting the following error, even when I installed 0.6.3 release TypeError: SparseDataFrame() takes no arguments

[MaxHalford]

Hello! Try installing version 0.6.3. I’m actually going to delete releases 0.6.4 and 0.6.5 and upload a new version with some fixes.