waltzboard 1.0.0a0

Waltzboard: Multi-Criteria Automated Dashboard Design

Waltzboard

This system is under-review

Installation

pip install waltzboard

Usage Example - Library Only

from waltzboard import Waltzboard
gl = Waltzboard(df)
gl.train(["rect", "count", "Creative_Type"])
gl.infer().display()

Usage Example - With Interface

pnpm run server

Demo for Waltzboard Library

Demo for Web-based Interface

pip install .
python app.py
cd client
pnpm install
pnpm dev

Development

TBA

Reference

Multi-Criteria Optimization for Automatic Dashboard Design

Jiwon Choi and Jaemin Jo

Presented in 2023 Eurographics Conference on Visualization (EuroVis), Leipzig, Germany

Invited to IEEE Pacific Visualization Symposium 2023, Seoul, Korea