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experiment-data-builder

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Build data generators and loaders from plan specs

Data & Analytics#validation#plan#reproducibility#dataset#data-generation#hydra-config
AuthorEmaRimoldi
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Translates experiment-plan specifications into ready-to-use data generators and loaders that register with the Factory/Registry from project-scaffold.

Core Features & Use Cases

  • Translate the Datasets & Splits section from experiment-plan.md into Hydra-ready dataset definitions.
  • Generate @register_dataset classes, Hydra YAML configs, and validation scaffolds, enabling reproducible, end-to-end data pipelines.
  • Use case: bootstrap synthetic and real-world dataset loaders for ML experiments and ablations.

Quick Start

Provide an experiment plan and run the data builder to generate dataset classes and Hydra configs.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: experiment-data-builder
Download link: https://github.com/EmaRimoldi/Claude-scholar-extended/archive/main.zip#experiment-data-builder

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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