{
  "id": "lib-skill:data-science-ml--sklearn-model-trainer",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "sklearn-model-trainer",
    "description": "Scikit-learn model training skill with cross-validation, hyperparameter tuning, pipeline construction, and model serialization. Enables automated ML model development using scikit-learn's comprehensive toolkit.",
    "libraryPath": "library/specializations/data-science-ml/skills/sklearn-model-trainer/SKILL.md",
    "specialization": "data-science-ml",
    "contentSummary": "# Scikit-learn Model Trainer\n\nTrain machine learning models using scikit-learn with cross-validation, hyperparameter tuning, and pipeline construction.\n\n## Overview\n\nThis skill provides comprehensive capabilities for training machine learning models using scikit-learn. It supports the full mod"
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:data-science-ml--sklearn-model-trainer",
      "to": "skill-area:machine-learning-frameworks",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-science-ml--sklearn-model-trainer",
      "to": "skill-area:model-evaluation",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:data-science-ml--sklearn-model-trainer",
      "to": "domain:data-science",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-science-ml--sklearn-model-trainer",
      "to": "role:ml-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-science-ml--sklearn-model-trainer",
      "to": "role:data-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:data-science-ml--sklearn-model-trainer",
      "to": "workflow:ml-model-lifecycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-science-ml--sklearn-model-trainer",
      "to": "specialization:data-science-ml",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}