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.
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