Aerosolve is a machine learning library built in Scala (with Java inference components) that provides thrift-based feature representations for ranking tasks, a configurable feature transform language, and debuggable models. It includes training pipelines in Scala, lightweight Java inference code, and basic image content analysis for ranking or ordering images.