model-card-generator

Typescript tool for generating Model Cards for machine learning models.

https://www.npmjs.com/package/@gracexwho/model-card-generator

Requisites

1. Make sure you have Python & pip & NodeJS installed
2. pip install graphviz
3. Install GraphViz to your computer here
4. npm i modified-python-program-analysis

This repository builds on top of python-program-analysis and jupyter-cmu-project

Installation

1. Clone the repository to your local folders
2. run npm install to install node package dependencies

Generate Cleaned Notebooks

1. Navigate to the source directory
2. Run node clean_notebook.js ../assets/ This should generate cleaned notebooks (notebooks separated into machine learning stages) and all analysis files. All notebooks are currently stored in /assets/

Generate Model Card

1. Naviage to the source directory
2. Run node main.js ../assets/${notebook name}