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

Current versions of tensorflow implement the following function for creating one-hot tensors:

https://www.tensorflow.org/versions/master/api_docs/python/array_ops.html#one_hot