Rapids ParallelAI

AI-In-Database

 

Rapids ParallelAI- AI-enabled big data analytics

ParallelAI is an AI-enabled analytics platform with an in-memory, distributed, parallel implementation of the R language and the R operating environment integrated within a RapidsDB cluster. It enables users to apply machine learning against data being managed by RapidsDB.

Rapids ParallelAI currently supports 20 popular algorithms in 6 categories for complex modeling.

  • Regression
  • Classification
  • Clustering
  • Dimension reduction
  • Ensemble
  • Natural language processing