hops-train

What problem does it solve?

This Skill facilitates the training of ML models using feature views within the Hopsworks platform, automating the process of loading data, training models, and registering them in the Hopsworks model registry.

Core Features & Use Cases

• Automated Model Training: Utilizes feature views to load data for model training.
• Model Registration: Automatically registers trained models in the Hopsworks model registry with metrics and plots.
• Use Case: When working with a Hopsworks cluster, use this Skill to quickly train a model on a feature view and deploy it for real-time serving or batch inference.

Quick Start

To train a model using a feature view named 'my_fv', use the hops-train skill with the command: hops-train --feature-view my_fv.