Skip to content

sarvesh-raam/explainable.ai

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

45 Commits
data
data
 
 
results
results
 
 
templates
templates
 
 
.gitignore
.gitignore
 
 
README.md
README.md
 
 
app.py
app.py
 
 
generate_paper_assets.py
generate_paper_assets.py
 
 
requirements.txt
requirements.txt
 
 

Repository files navigation

Deployment Guide

  1. Install dependencies: pip install -r requirements.txt
  2. Run the application: python app.py

About

A research framework evaluating the stability and clinical utility of SHAP and LIME for healthcare models. Features a 5-phase pipeline for performance benchmarking, local/global explanations, and data perturbation analysis

Topics

python data-science machine-learning research healthcare lime interpretability explainable-ai xai shap

Resources

Readme
Activity

Stars

0 stars

Watchers

0 watching

Forks

1 fork
Report repository

Releases

No releases published

Packages

 
 
 

Contributors

Languages