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VESSL Pipeline is a tool designed for those working on streamlining complex machine learning workflows. By focusing on automation, it reduces manual intervention, making it especially useful for workflows that require consistent and repeated executions. VESSL Pipeline allows you to define, run, and monitor machine learning workflows in a structured, scheduled, and reproducible way. A pipeline consists of a sequence of data processing and machine learning steps, all organized into a cohesive workflow. Pipeline provides the following benefits:
  • Easy configuration with YAML and directed acyclic graphs (DAGs)
  • Improved reproducibility and collaboration
  • Enhanced debuggability