feature-store-builder
CommunityVersion features for serving.
Data & Analytics#mlops#machine learning#feature store#data versioning#online serving#offline serving
Authorcornmanwtf
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenge of managing and versioning features for both offline analytical use and online real-time serving in machine learning systems.
Core Features & Use Cases
- Feature Versioning: Manages different versions of features to ensure consistency between training and serving environments.
- Offline/Online Serving: Facilitates the deployment of features for batch predictions and live model inference.
- Use Case: A data science team needs to deploy a new version of a recommendation model. This Skill helps them version the user and item features, ensuring the model uses the correct feature set for both training and real-time recommendations.
Quick Start
Use the feature-store-builder skill to version features for offline and online serving.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: feature-store-builder Download link: https://github.com/cornmanwtf/ABANG-COLEK/archive/main.zip#feature-store-builder Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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