Lightlines
By lingzhi227

experiment-design

lingzhi2271.7k installs

Turn your research idea into a staged experiment plan.

What it does

Designs staged research experiment plans with baselines, datasets, hyperparameter sweeps, evaluation metrics, and ablation studies.

When to use it

Use when planning experiments for a research paper.

How to use it

Give it a research idea, plan, or method description; it returns a structured experiment design with baselines, ablations, hyperparameter grids, and metrics.

What you provide

  • a research idea, plan, or method

Latest review

What you need · 1

Python 3 runs the bundled experiment-design generator, which uses only the standard library.


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