TensorFlow Lattice ensures your machine learning models follow global trends

Google's TensorFlow team released TensorFlow Lattice today to help developers ensure that their machine learning models adhere to global trends even when training data is noisy. Lattice draws from the concept of lookup tables to simplify the process of defining macro rules to restrict models. A lookup table is a representation of data that includes inputs (keys) and outputs (values).