divisi-toolkit 0.1.0

Interactive widget and toolkit for slice discovery

Divisi - Interactive Slice Finding

Demo Quickstart

Clone the repository, then optionally create a virtual environment with Python >3.7 to run the demo.

Install dependencies by cd'ing into the repo and running:

pip install -e .

Install Jupyter Notebook or Jupyter Lab if not already installed. Then start a Jupyter server. The example_data/example_adult.ipynb notebook shows how to use the slice finding widget.

Running in Development Mode

To develop the frontend, make sure you have an up-to-date version of NodeJS in your terminal, then run:

cd client
npm install
vite

The vite command starts a live hot-reload server for the frontend. Then, when you initialize the SliceFinderWidget, pass the dev=True keyword argument to use the live server. (Make sure that you don't have anything else running on port 5173 while you do this.)