MI2DataLab/XAI-tools MI2DataLab/XAI-tools

  • Stars
    star
    27
  • Rank 905,827 (Top 18 %)
  • Language
    HTML
  • Created over 4 years ago
  • Updated over 3 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
MI2DataLab/XAI-tools
github

MI2DataLab

Reviews

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

Repository Details

More Repositories

1

survshap

SurvSHAP(t): Time-dependent explanations of machine learning survival models
Jupyter Notebook
78
star
2

WildNLP

Python
75
star
3

pyBreakDown

Python implementation of R package breakDown
Python
41
star
4

MI2DataLab_Seminarium

Materiały z seminariów prowadzonych w MI^2 DataLabie.
HTML
31
star
5

memr

R package for Multisource Embeddings for Medical Records
R
16
star
6

ResponsibleML-UseR2021

Materials for ,,Introduction to Responsible ML at UseR!2021''
HTML
16
star
7

ResponsibleML-UseR2022

Materials for ,,Introduction to Responsible ML at UseR!2022''
HTML
15
star
8

survxai

Explanations for survival models
R
15
star
9

SwinSMT

Code snippets for "Swin SMT: Global Sequential Modeling for Enhancing 3D Medical Image Segmentation"
Python
11
star
10

modelDown_example

examples for modelDown, package that turns model into HTML pages
8
star
11

HADES

A powerful tool for comparing similarly structured documents
Python
8
star
12

xlungs-trustworthy-los-prediction

Trustworthy LoS Prediction Based on Multi-modal Data (AIME 2023)
R
7
star
13

rashomon-quartet

Performance is not enough: the story of Rashomon's quartet
R
6
star
14

fooling-partial-dependence

Fooling Partial Dependence via Data Poisoning (ECML PKDD 2022)
Python
6
star
15

MI2-prace-dyplomowe

Find out more at: http://mi2.mini.pw.edu.pl/
R
6
star
16

tidycharts

https://mi2datalab.github.io/tidycharts/
R
5
star
17

LIMEcraft

LIMEcraft: Handcrafted superpixel selectionand inspection for Visual eXplanations
Jupyter Notebook
5
star
18

MI2-DobreRady

Zbiór rzeczy o których warto pamiętać przygotowując pracę dyplomową lub przygotowując się do obrony
4
star
19

crs19-monitor

Monitor of SARS-CoV-2 variants and mutations
CSS
4
star
20

nlp_interpretability_framework

Are you tough enough? Framework for Robustness Validation of Machine Comprehension Systems
4
star
21

SeFNet-Healthcare

This repository contains code and resources that can be used to reproduce the results presented in the article "SeFNet: Bridging Tabular Datasets with Semantic Feature Nets"
Java
4
star
22

rai-covid

Responsible Prediction Making of COVID-19 Mortality (AAAI 2021)
3
star
23

call-for-collaborators

Summer projects in the MI2 DataLab
3
star
24

KRAB_ZNF

KRAB-ZNF explorer - expression of KRAB-ZNF- transcription factors in The Cancer Genome Atlas study
HTML
2
star
25

elo-based-measure

1
star
26

Rashomon-detect

Rashomon-detect algorithm
R
1
star
27

ceterisParibusExt

Experimental Extensions for Ceteris Paribus Package
JavaScript
1
star
28

disco-nmt

Context-aware NMT a.k.a. DISCOurse NMT
C++
1
star
29

Semantic-metaNet

Java
1
star
30

autoexplainer

Automated explanation selection for convolutional neural networks
Jupyter Notebook
1
star
31

interpret-time-to-event

Jupyter Notebook
1
star
32

survival-xai-tutorial

Materials for tutorial: Dancing with censored data: how to survive with explainable survival analysis? at MLinPL 2023
Jupyter Notebook
1
star