Pipeline
Overview
VESSL Pipeline is a tool for who are those working on streamlining complex machine learning workflows. 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