Driverless AI

Your Expert System for AI

FAST, ACCURATE, INTERPRETABLE AI

An expert system to mimic Kaggle Grandmasters. Just like a chess Grandmaster, there are only a few of these in the world. Driverless AI brings you the intelligence of a Kaggle Grandmaster in a box. AI TO DO AI.



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

Architecture



Interested?