ProtoShotXAI

This repository provides the training and algorithm demonstration for the paper ProtoShotXAI: Prototypical Few-Shot Architecture for Explainable AI.

We are still in the process of updating this repository so please be patient and check back soon for additional instructions-- 6/21/2022

Getting Started

Install dependencies (I prefer a conda environment)

• conda create -n ProtoShotXAI python=3.6
• conda activate ProtoShotXAI
• pip install -r requirements.txt
• python -m ipykernel install --user --name ProtoShotXAI
• python setup.py develop (or python setup.py install if you don't want to do development)

Download trained models for XAI

• trained models are available for public download at https://drive.google.com/file/d/1L2LsaWgq5l-YPuIU-m1QIFuS2YJZ3eKn/view?usp=sharing
• unzip file to base directory (i.e., ./trained_models/)