Deep Learning has enabled all sorts of innovations, but what would happen if more people (ie. non developers & ML engineers) had access to this technology. That’s the goal of Ludwig.
Ludwig is a toolbox built on top of TensorFlow that allows anyone to train and test deep learning models without any code. It provides a datatype based approach to develop a predictive deep learning models suitable for a wide range of applications.
In essence, it will allow non-experts to develop and integrate deep learning models in their website or app to get the full benefit of a deep learning system that will help them accelerate their business or improve their lives. These non-experts and even experts for that matter can leverage this powerful new technology to dramatically reduce the time spent training and testing deep learning models and instead “Focus on developing deep learning architectures rather than data wrangling” to quote the Uber researchers from their blog post.