fit_transform() takes 2 positional arguments but 3 were given with LabelBinarizer

Question

I am totally new to Machine Learning and I have been working with unsupervised learning technique.

Image shows my sample Data(After all Cleaning) Screenshot : Sample

Answer 1

I got the same issue, and got resolved by using DataFrameMapper (need to install sklearn_pandas):

from sklearn_pandas import DataFrameMapper
cat_pipeline = Pipeline([
    ('label_binarizer', DataFrameMapper([(cat_attribs, LabelBinarizer())])),
])