Installation and setup guide

This guide outlines the steps for installing and running MLRun.

Overview

Once you have installed and configured MLRun, follow the Quick Start tutorial and Additional Tutorials and Examples to learn how to use MLRun to develop and deploy machine learning applications to production.

For interactive installation and usage tutorials, try the MLRun Katakoda Scenarios.

Installation options:

MLRun client backward compatibility

Starting from MLRun 0.10.0, the MLRun client and images are compatible with minor MLRun releases that are released during the following 6 months. When you upgrade to 0.11.0, for example, you can continue to use your 0.10-based images.

Important

  • Images from 0.9.0 are not compatible with 0.10.0. Backward compatibility starts from 0.10.0.

  • When you upgrade the MLRun major version, for example 0.10.x to 1.0.x, there is no backward compatibility.

  • The feature store is not backward compatible.

  • When you upgrade the platform, for example from 3.2 to 3.3, the clients should be upgraded. There is no guaranteed compatibility with an older MLRun client after a platform upgrade.

See also Images and their usage in MLRun.