Auto-Sklearn: Automated Machine Learning Toolkit

Auto-sklearn is an automated machine learning toolkit and a drop-in replacement for a scikit-learn estimator. Auto-sklearn frees a machine learning user from algorithm selection and hyperparameter tuning. It leverages recent advantages in Bayesian optimization, meta-learning and ensemble construction.