hops-batch-inference

What problem does it solve?

This Skill automates batch inference with Hopsworks models and feature views, simplifying the process of making predictions on large datasets.

Core Features & Use Cases

• Batch Inference: Automatically retrieve batch data from feature views, download models from the model registry, and generate predictions.
• Spine Groups: Supports point-in-time joins using spine groups for accurate feature retrieval.
• Model Management: Integrates with the Hopsworks model registry for easy model management.
• Use Case: Ideal for automating predictions on large datasets, such as analyzing customer behavior or predicting stock prices.

Quick Start

Use the hops-batch-inference skill to predict fraud probabilities for the last 24 hours using the 'fraud_features_fv' feature view and the 'fraud_detector' model.