II.
LibrarySkill overview
Reference · livelib-skill:data-science-ml--whylabs-monitor
whylabs-monitor overview
WhyLabs integration skill for ML observability, profile logging, and anomaly detection.
Attributes
displayName
whylabs-monitor
description
WhyLabs integration skill for ML observability, profile logging, and anomaly detection.
libraryPath
library/specializations/data-science-ml/skills/whylabs-monitor/SKILL.md
specialization
data-science-ml
contentSummary
# whylabs-monitor
## Overview
WhyLabs integration skill for ML observability, data profile logging, and anomaly detection in production ML systems.
## Capabilities
- Data profile generation (whylogs)
- Profile upload to WhyLabs platform
- Anomaly detection and alerts
- Segment analysi
Outgoing edges
lib_applies_to_domain1
- domain:data-science·DomainData Science
lib_belongs_to_specialization1
- specialization:data-science-ml·Specialization
lib_implements_workflow1
- workflow:data-quality-monitoring·WorkflowData Quality Monitoring
lib_involves_role2
- role:ml-ops-engineer·RoleMLOps Engineer
- role:data-scientist·RoleData Scientist
lib_requires_skill_area2
- skill-area:model-monitoring-drift-detection·SkillAreaModel Monitoring and Drift Detection
- skill-area:observability-instrumentation·SkillAreaObservability Instrumentation
Incoming edges
None.