ilonae's repositories
innvestigate
A toolbox to iNNvestigate neural networks' predictions!
Kaplan-Meier-Survival-Analysis
A little problem I resolved recently
material-kit-react
React Dashboard made with Material UI’s components. Our pro template contains features like TypeScript version, authentication system with Firebase and Auth0 plus many other
ProtoPNet_ICW1
This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpretable Image Recognition" (to appear at NeurIPS 2019), by Chaofan Chen* (Duke University), Oscar Li* (Duke University), Chaofan Tao (Duke University), Alina Jade Barnett (Duke University), Jonathan Su (MIT Lincoln Laboratory), and Cynthia Rudin (Duke University) (* denotes equal contribution).
Reconstructing-Adjacency-Matrices
A little problem I resolved recently
serving
A flexible, high-performance serving system for machine learning models
summit
🏔️ Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations
zennit
Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.