• Stars
    star
    15
  • Rank 1,371,379 (Top 28 %)
  • Language
    HTML
  • Created over 2 years ago
  • Updated over 2 years ago

Reviews

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

Repository Details

Materials for ,,Introduction to Responsible ML at UseR!2022''

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

XAI-tools

HTML
27
star
6

memr

R package for Multisource Embeddings for Medical Records
R
16
star
7

ResponsibleML-UseR2021

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