Tensorflow One Hot Encoder?

Question

Does tensorflow have something similar to scikit learn\'s one hot encoder for processing categorical data? Would using a placeholder of tf.string behave as categorical data

Answer 1

Take a look at tf.nn.embedding_lookup. It maps from categorical IDs to their embeddings.

For an example of how it's used for input data, see here.