Before label encoder was added into scikit learn, there was a thing called the categorical encoder, but I do not know the difference between the two, as they both seem to do the same thing, while LabelEncoded seems to be a new name for CagoricalEncoder. Is this accurate? Also, what is the difference between these two and the LabelBinarizer, as all seem to have the same purpose to me?
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            Seems like by this StackOverflow question, Categorical encoder was replaced by Label encoder.
About Label Binarizer and Label Encoder, you can look here: StackOverflow question 2
        Minh-Long Luu
        
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