Simplifying and automating machine learning processes and techniques - that depend on large-scale, distributed datasets to achieve high statistical performance - is critical for the future of applied data science. . TUPAQ is a new architecture for automating machine learning comprised of a cost-based cluster resource allocation estimator, advanced hyperparameter tuning techniques, bandit resou…
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