Automatic Machine Learning

Auto is the new black — Google AutoML, Microsoft Automated ML, AutoKeras and auto-sklearn

How they achieve meta-learning and what’s behind them

Motivation: Life is hard

Achieving state-of-the-art performance in a given data set is hard. It usually implies carefully selecting the right data pre-prossessing tasks, picking the right algorithm, model and architecture and pairing it with the right set of parameters. This