tensorflow/lattice

This is an implementation of Monotonic Calibrated Interpolated Look-Up Tables in TensorFlow. These are fast-to-evaluate and interpretable lattice models, also known as interpolated look-up tables. This library also provides a rich and intuitive set of regularizations and monotonicity constraints configurable per feature. This tutorial contains more detailed explanation about lattice models and usage in TensorFlow, and check out API docs for python APIs. TensorFlow Lattice is not an official Google product.