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Driverless AI speeds up data science workflows by automating feature engineering, model tuning, ensembling and model deployment.

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Speed

  • GPU acceleration to achieve up to 40x speedups
  • Multi GPU - XGBoost, GLM, Kmeans and more
  • Run thousands of iterations that drive utilization to achieve best performance

Accuracy

  • Automatic feature engineering to increase accuracy - AlphaGo for AI
  • Automatic Kaggle Grandmaster recipes in a box for solving wide variety of use-cases
  • Automatic machine learning to find and tune the right ensemble of models

Interpretability

  • Interpretability for debugging, not just for regulators
  • Get reason codes and model interpretability in plain english
  • K-Lime, LOCO, partial dependence and more

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