A library for data preprocessing with TensorFlow
Project description
TensorFlow Transform is a library for preprocessing data with TensorFlow. tf.Transform is useful for data that requires a full-pass, such as:
Normalize an input value by mean and standard deviation.
Convert strings to integers by generating a vocabulary over all input values.
Convert floats to integers by assigning them to buckets based on the observed data distribution.
TensorFlow has built-in support for manipulations on a single example or a batch of examples. tf.Transform extends these capabilities to support full-passes over the example data.
https://github.com/tensorflow/transform/blob/master/README.md
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