II.
LibraryAgent overview
Reference · livelib-agent:data-science-ml--automl-orchestrator
automl-orchestrator overview
Agent specialized in AutoML workflow execution, model selection, and ensemble creation.
Attributes
displayName
automl-orchestrator
description
Agent specialized in AutoML workflow execution, model selection, and ensemble creation.
libraryPath
library/specializations/data-science-ml/agents/automl-orchestrator/AGENT.md
specialization
data-science-ml
role
Execution Agent
expertise
- AutoML framework configuration
- Search space definition
- Resource allocation
- Ensemble strategy selection
- Model comparison
- Human-in-loop validation
Outgoing edges
lib_applies_to_domain1
- domain:data-science·DomainData Science
lib_belongs_to_specialization1
- specialization:data-science-ml·Specialization
lib_implements_workflow2
- workflow:ml-model-lifecycle·WorkflowML Model Lifecycle
- workflow:experiment-design·WorkflowExperiment Design
lib_involves_role2
- role:ml-engineer·RoleMachine Learning Engineer
- role:data-scientist·RoleData Scientist
lib_requires_skill_area2
- skill-area:hyperparameter-tuning-experiment-management·SkillAreaHyperparameter Tuning and Experiment Management
- skill-area:machine-learning-frameworks·SkillAreaMachine Learning Frameworks
Incoming edges
None.