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I'm working on a classification project and need to do one hot encoding on my data set. I'm just wondering what is the difference between tf.keras.backend.one_hot and keras.utils.to_categorical, and is one of them preferred over the other?

ebrahimi
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kimchilover123
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1 Answers1

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The difference is the input and output.

The utils.to_categorical function takes a vector as input and returns a matrix with one hot encoded rows.

The backend.one_hot can be called as a transformation step inbetween a compute sequence of tensors.

It takes nD tensor as input and returns n+1 D one hot encoded tensor.

Peter
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mahesh ghanta
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