Architecture

The architecture is distributed and can be installed on multiple machines

• the web app for user interaction and display results
• the controller manages the search between models and parameters
• the grapher generates graphs on a dataset asynchronously
• the texter generates unsupervised models for text sets
• the workers execute the pre-processing steps and cross validation (cpu intensive): the more workers are run in parallel, the quicker the results
• the Redis store is an in-memory database and queue manager

independent components of the architecture

The software architecture is organized in concentric layers:

software components of the architecture