GPTIPS is a machine learning platform for Matlab. GPTIPS is a free Explainable-AI machine learning platform and interactive modelling environment. It is driven by the Hypothesis-ML machine learning engine. It provides a new and unique approach for building accurate and intrinsically explainable non-linear regression models (XAI).