README.md

---
title: Interactive Model Cards
emoji: 📈
colorFrom: yellow
colorTo: orange
sdk: streamlit
app_file: app.py
pinned: false
---

# Interactive Model Cards

[Paper](https://arxiv.org/abs/2205.02894) (**Accepted at ACM Facct'22**)

This is an experimental project that examines whether interactivity can augment people's understanding of machine learning models. We build upon the model card work initially introduced by [Mitchell et al. (2018)](https://arxiv.org/abs/1810.03993) and strategically add (and evaluated) interactivity through a human-centered design process. 

If you would like to programmatically interact with the tool or contribute, please follow the instructions below.

## Getting started

``` console
cd interactive_model_cards

pipenv install

streamlit run app.py

```
## Citation
```
@article{2205.02894,
Author = {Anamaria Crisan and Margaret Drouhard and Jesse Vig and Nazneen Rajani},
Title = {Interactive Model Cards: A Human-Centered Approach to Model Documentation},
Year = {2022},
Eprint = {arXiv:2205.02894},
Doi = {10.1145/3531146.3533108},
}
```