Plug and Play XAI: Explain Your AI Models with Ease

Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.

Official code implementation of "GEX: A flexible method for approximating influence via Geometric Ensemble" (NeurIPS 2023)

Run evaluation on LLMs using human-eval benchmark

meta learning from the initializaion induced by word embedding

This repository is the official PyTorch implementation of "Distilling Linguistic Context for Language Model Compression" by GeondoPark, Gyeongman Kim and Eunho Yang.

Implementations for "Trimming the ℓ₁ Regularizer: Statistical Analysis, Optimization, and Applications to Deep Learning" Published on ICML 2019

Variance Constancy Loss - Pytorch

IXI dataset, preprocessed to normalized brain volume maps.

Attention prediction model based on uncertainty

Classification and Explanation Model of Brain Signal based on Deep Learning Model

Explainable Bayesian Models for Smooth Time Series Datasets (부드러운 시계열 함수를 설명하는 베이지안 추론 SW)

tutorials of XAI project