mlrun/mlrun — MLRun is an open source MLOps platform for quickly building and managing continuous ML applications…

Description and use

MLRun is an open‑source MLOps platform that streamlines the creation, orchestration, and deployment of end‑to‑end machine‑learning applications. It integrates tightly with existing development and CI/CD workflows, automating the delivery of production data, reproducible pipelines, and real‑time inference services throughout the entire ML lifecycle.

Problem

mlrun/mlrun helps remove repetitive manual operations from a workflow.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• remove manual work
• connect tools into repeatable flows
• schedule operational tasks

Evidence

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

Source