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pyexp-guide - pyexp Experiment Framework Guide

Explains how to structure experiments using pyexp with decorators, configs, sweeps, dependencies, and result loading.

Tags

Updated: 2026-03-25

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • explain @experiment decorator
  • show config composition
  • demonstrate config sweep
  • illustrate config merge
  • guide runs indexing
  • explain dependencies
  • show result loading
  • describe output structure

Inputs

  • experiment code
  • config dictionary
  • YAML config files

Outputs

  • experiment guidance
  • config examples
  • output directory structure
  • CLI usage examples

Requirements

  • Python environment
  • cloudpickle
  • Git (optional)
  • Ray (optional)

Source

  • Spec: SKILL.md
pyexp
experiment
config
sweep
framework
python
explain @experiment decorator
show config composition
demonstrate config sweep
illustrate config merge
experiment code
config dictionary
YAML config files
experiment guidance
config examples
output directory structure