Wave ML (h2o-wave-ml
) is a companion package for H2O Wave that makes it quick and easy to integrate AI/ML models into your applications.
Wave ML provides a simple, high-level API for training, deploying, scoring and explaining machine learning models, letting you build predictive and decision-support applications entirely in Python.
Wave ML runs on Linux, OSX, and Windows, and utilizes H2O.ai's open-source H2O and AutoML under the hood.
When Wave apps are run in H2O AI Hybrid Cloud with GPU support, Wave ML optionally switches over to Driverless AI for automatic feature engineering, machine learning, model deployment, and monitoring.