pipeline_builder

Pipeline Builder

Description

Build sklearn preprocessing pipelines

When to Use

When standardizing ML workflows

Workflow

1. Define steps\n2. Build pipeline\n3. Validate

Tools Used

sklearn

Examples

from src.skills.machine_learning.pipeline_builder import Skill

skill = Skill()
result = await skill.run(SkillInput(data={"key": "value"}))

Best Practices

Include preprocessing in the pipeline