This repository is for implementation of the paper Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles. This algorithm quantifies predictive predictive uncertainty in non-Bayesian NN with Deep Ensemble Model. Contribution of this paper is that it describes simple and scalable method for estimating predictive uncertainty estimates from NN.