domino-model-monitoring
CommunityMonitor model health with drift alerts.
Authorjvdomino
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Domino Model Monitoring helps teams keep deployed models reliable by surfacing drift, tracking performance, and triggering alerts to guide remediation.
Core Features & Use Cases
- Data drift detection to identify distribution changes in input features compared to baselines.
- Model quality tracking with metrics such as accuracy, precision/recall, F1, AUC, and regression error over time.
- Alerting and remediation workflows to notify stakeholders and drive corrective actions when thresholds are breached.
- Prediction capture and dataset logging to enable reproducibility and investigations.
- Seamless integration with Domino Model APIs and the Domino SDK for end-to-end monitoring in production.
Quick Start
Set up monitoring on your deployed Model API and configure drift detection, quality metrics, and alerting.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: domino-model-monitoring Download link: https://github.com/jvdomino/domino-data-lab-plugin/archive/main.zip#domino-model-monitoring Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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