Piero Molino on Ludwig, a Code-Free Deep Learning Toolbox


Uber AI is the research and platform team for everything AI at the company with the exception of self-driving cars. Self-driving cars are left to Uber ATG. Ludwig allows you to specify a Tensorflow model in a declarative format that focuses on your inputs and outputs. Ludwig then builds a model that can deal with those types of inputs and outputs without a developer explicitly specifying how that is done. Because of Ludwig's datatype abstraction for inputs and outputs, there is a huge range of applications that can be created.