Lightlines
By k-dense-ai

experimental-design

k-dense-ai1.2k installs

Plan experiments with reproducible study layouts.

What it does

Plans interpretable experiments and generates reproducible treatment allocations and experimental layouts before data collection.

When to use it

Use when planning experiments, assigning units to treatments, controlling nuisance variation, or choosing factorial, repeated-measures, clustered, or adaptive designs.

How to use it

Give it a study to plan; it produces a documented experimental design and reproducible allocation schedules or run layouts.

Uses

Good to know

  • advertises something the task does not need

Latest review

What you need · 8

Requires Python 3.12 or later to run the bundled design helpers.

The bundled helpers require numpy; the installation command pins version 2.5.3.


Access · 4

This skill

arXiv

Read

Fetches current paper citation details

numpy

Execute

Installs numpy for design generation