Rapids ParallelAI- AI-In-Database
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.
- AI-enabled analytics
- Distributed R computing engine breaks through the single-machine operating restrictions
- Direct R module computing in the in-memory database, free from complicated data uploading or cleansing processes
- Currently supports 20 popular algorithms for complex modeling in 6 categories which include regression, classification, clustering, dimension reduction, ensemble, and natural language processing