hops-fv

What problem does it solve?

This Skill addresses the complex challenge of managing Hopsworks feature views, simplifying the process of creating, querying, and serving feature data for machine learning projects.

Core Features & Use Cases

• Feature View Management: Build and manage feature views within Hopsworks using Python SDK, including feature selection, transformations, and metadata configuration.
• Data Processing Automation: Automate data transformations and feature engineering tasks, streamlining the data preparation process.
• Use Case: Utilize this Skill to create a feature view that combines user and transaction data, applying transformations for use in training and real-time model serving.

Quick Start

To get started, execute the following command: create_feature_view("my_fv", query=my_query, labels=["is_fraud"], inference_helper_columns=["merchant"]).