• Stars
    star
    6
  • Rank 2,539,965 (Top 51 %)
  • Language
    Jupyter Notebook
  • Created over 3 years ago
  • Updated over 1 year ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Code for paper "Uncovering expression signatures of synergistic drug response in acute myeloid leukemia by explaining AI ensembles"

More Repositories

1

path_explain

A repository for explaining feature attributions and feature interactions in deep neural networks.
Jupyter Notebook
184
star
2

treeexplainer-study

Code and documentation for experiments in the TreeExplainer paper
HTML
178
star
3

attributionpriors

Tools for training explainable models using attribution priors.
Jupyter Notebook
121
star
4

contrastiveVI

Python
45
star
5

MONET

Transparent medical image AI via an image–text foundation model grounded in medical literature
Python
41
star
6

cxr_covid

Code for paper "AI for radiographic COVID-19 detection selects shortcuts over signal"
Jupyter Notebook
29
star
7

vit-shapley

Python
24
star
8

DeepProfile

DeepProfile framework, which learns a variational autoencoder (VAE) network from a vast quantity of publicly available gene expression samples and uses the learned network to encode a low-dimensional representation (LDR) for predicting complex phenotypes
Python
19
star
9

IMPACT

This repository provides the dataset and code of Interpretable machine learning prediction of all-cause mortality.
Jupyter Notebook
18
star
10

cxr_adv

Repository for the paper "An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs"
Python
18
star
11

AIControl.jl

Implementation of the AIControl paper in Julia 1.0
Julia
17
star
12

shapley_algorithms

Jupyter Notebook
15
star
13

DeepSHAP

Experiments for DeepSHAP paper.
Jupyter Notebook
14
star
14

MD-AD

Jupyter Notebook
10
star
15

PAUSE

Code for paper "Principled feature attribution for unsupervised gene expression analysis"
Jupyter Notebook
10
star
16

coai

Cost-Aware AI
Jupyter Notebook
8
star
17

MM-cVAE

Implementation of the moment matching contrastive VAE
Python
6
star
18

HD-AE

Code for paper "Transferable representations of single-cell transcriptomic data"
Jupyter Notebook
6
star
19

derm_audit

Python
6
star
20

deep_attribution_priors

Reference implementation of "Learning Deep Attribution Priors Based On Prior Knowledge"
Jupyter Notebook
5
star
21

deepprofile-study

Code for paper "A deep profile of gene expression across 18 human cancers"
Jupyter Notebook
5
star
22

PHASE

Repository for the PHASE (PHysiologicAl Signal Embeddings) project.
Jupyter Notebook
4
star
23

DIME

Code for the paper "Estimating Conditional Mutual Information for Dynamic Feature Selection"
Python
4
star
24

Useful_Datasets_CSE_527

Jupyter Notebook
4
star
25

ENABLAge

Jupyter Notebook
4
star
26

methylVI

A deep generative model for single-cell methylation data
Python
4
star
27

cl-explainability

Contrastive Corpus Attribution (COCOA)
Python
2
star
28

contrastiveVI-reproducibility

Repository for reproducing contrastiveVI results.
Jupyter Notebook
2
star