II.
LibraryAgent overview
Reference · livelib-agent:data-science-ml--model-trainer
model-trainer overview
Agent specialized in model training, hyperparameter tuning, and experiment management for machine learning workflows. Executes training pipelines, manages cross-validation, and tracks experiments.
Attributes
displayName
model-trainer
description
Agent specialized in model training, hyperparameter tuning, and experiment management for machine learning workflows. Executes training pipelines, manages cross-validation, and tracks experiments.
libraryPath
library/specializations/data-science-ml/agents/model-trainer/AGENT.md
specialization
data-science-ml
Outgoing edges
lib_applies_to_domain1
- domain:data-science·DomainData Science
lib_belongs_to_specialization1
- specialization:data-science-ml·Specialization
lib_covers_topic1
- topic:trunk-based-development·TopicTrunk-Based Development
lib_implements_workflow1
- workflow:ml-model-lifecycle·WorkflowML Model Lifecycle
lib_involves_role2
- role:ml-engineer·RoleMachine Learning Engineer
- role:data-scientist·RoleData Scientist
lib_requires_skill_area3
- skill-area:hyperparameter-tuning-experiment-management·SkillAreaHyperparameter Tuning and Experiment Management
- skill-area:model-validation-testing·SkillAreaModel Validation Testing
- skill-area:feature-engineering-pipelines·SkillAreaData and Feature Engineering Pipelines
Incoming edges
uses_agent1
- lib-process:ai-agents-conversational--llm-fine-tuning-conversational·LibraryProcessllm-fine-tuning-conversational