Machine Learning

RasterFrames provides facilities to train and predict with a wide variety of machine learning models through Spark ML Pipelines. This library provides a variety of pipeline components for supervised learning, unsupervised learning, and data preparation that can be used to represent and repeatably conduct a variety of tasks in machine learning.

The following sections provide some examples on how to integrate these workflows with RasterFrames.