Repositories list

• interpret-time-to-event

  Public
  Interpretable machine learning for time-to-event prediction in medicine and healthcare (AIIM 2024)

  Jupyter Notebook

  •

  MIT License

  •0•1•0•0•Updated Nov 24, 2024Nov 24, 2024

• MI2DataLab_Seminarium

  Public
  Materiały z seminariów prowadzonych w MI^2 DataLabie.

  HTML

  •21•31•0•2•Updated Nov 18, 2024Nov 18, 2024

• SwinSMT

  Public
  Code snippets for "Swin SMT: Global Sequential Modeling for Enhancing 3D Medical Image Segmentation"

  Python

  •1•13•1•0•Updated Oct 10, 2024Oct 10, 2024

• agg2exp

  Public
  Jupyter Notebook

  •

  MIT License

  •0•0•0•0•Updated Aug 30, 2024Aug 30, 2024

• Rashomon-detect

  Public
  Rashomon-detect algorithm

  R

  •0•1•0•0•Updated Jul 4, 2024Jul 4, 2024

• rashomon-quartet

  Public
  Performance is not enough: the story of Rashomon's quartet

  R

  •

  MIT License

  •0•6•0•0•Updated Mar 10, 2024Mar 10, 2024

• MI2-prace-dyplomowe

  Public
  Find out more at: http://mi2.mini.pw.edu.pl/

  R

  •16•6•0•3•Updated Feb 17, 2024Feb 17, 2024

• survshap

  Public
  SurvSHAP(t): Time-dependent explanations of machine learning survival models

  learningmodelmachine+ 17variable-importancebiostatisticssurvival-analysismachinelearningsurvivalcox-regressioncox-model+ 10

  Jupyter Notebook

  •

  MIT License

  •15•81•9•0•Updated Jan 4, 2024Jan 4, 2024

• be-careful-evaluating-explanations

  Public
  Be careful when evaluating explanations regarding ground truth

  Python

  •0•0•0•0•Updated Nov 22, 2023Nov 22, 2023

• survival-xai-tutorial

  Public
  Materials for tutorial: Dancing with censored data: how to survive with explainable survival analysis? at MLinPL 2023

  Jupyter Notebook

  •0•1•0•0•Updated Oct 28, 2023Oct 28, 2023

• HADES

  Public
  A powerful tool for comparing similarly structured documents

  visualizationnlptopic-modeling+ 1document-analyze-tool

  Python

  •

  MIT License

  •4•8•0•0•Updated Aug 10, 2023Aug 10, 2023

• pyBreakDown

  Public
  Python implementation of R package breakDown

  Python

  •

  Other

  •5•41•2•3•Updated Jul 6, 2023Jul 6, 2023

• SeFNet-Healthcare

  Public
  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"

  tabular-dataontologysemantic-similarity+ 2data-repositorymeta-learning

  Java

  •0•4•0•0•Updated Jul 4, 2023Jul 4, 2023

• Semantic-metaNet

  Public
  Java

  •0•1•0•0•Updated Jun 6, 2023Jun 6, 2023

• WildNLP

  Public
  Python

  •4•76•0•4•Updated May 22, 2023May 22, 2023

• iema

  Public
  The Grammar of Interactive Explanatory Model Analysis

  HTML

  •

  MIT License

  •0•0•0•0•Updated May 4, 2023May 4, 2023

• autoexplainer

  Public
  Automated explanation selection for convolutional neural networks

  Jupyter Notebook

  •

  MIT License

  •0•1•0•1•Updated May 1, 2023May 1, 2023

• xlungs-trustworthy-los-prediction

  Public
  Trustworthy LoS Prediction Based on Multi-modal Data (AIME 2023)

  learningdataai+ 10analysismodelmachinedeephealthcaredatasetsurvival+ 3

  R

  •1•7•0•0•Updated Mar 20, 2023Mar 20, 2023

• fooling-partial-dependence

  Public
  Fooling Partial Dependence via Data Poisoning (ECML PKDD 2022)

  Python

  •

  MIT License

  •3•6•0•0•Updated Mar 16, 2023Mar 16, 2023

• MI2-DobreRady

  Public
  Zbiór rzeczy o których warto pamiętać przygotowując pracę dyplomową lub przygotowując się do obrony

  0•4•0•0•Updated Jan 24, 2023Jan 24, 2023

• LIMEcraft

  Public
  LIMEcraft: Handcrafted superpixel selectionand inspection for Visual eXplanations

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •2•6•0•0•Updated Jan 24, 2023Jan 24, 2023

• xlungs_www

  Public
  Website of xlungs project

  CSS

  •1•0•0•0•Updated Jan 15, 2023Jan 15, 2023

• MI2_Logos

  Public
  0•0•0•0•Updated Oct 3, 2022Oct 3, 2022

• survxai

  Public
  Explanations for survival models

  R

  •

  GNU General Public License v2.0

  •3•15•1•0•Updated Sep 7, 2022Sep 7, 2022

• ResponsibleML-UseR2022

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

  HTML

  •5•15•0•0•Updated Jun 21, 2022Jun 21, 2022

• 44-tv

  Public
  HTML

  •0•0•0•0•Updated May 21, 2022May 21, 2022

• DeCoviD

  Public
  Detection of Covid-19 related markers of pulmonary changes using Deep Neural Networks models supported by eXplainable Artificial Intelligence and Cognitive Compressed Sensing

  HTML

  •1•0•11•0•Updated May 21, 2022May 21, 2022

• tidycharts

  Public
  https://mi2datalab.github.io/tidycharts/

  chartscleanibcs+ 2visualizationr

  R

  •

  GNU General Public License v3.0

  •0•5•0•0•Updated Jan 18, 2022Jan 18, 2022

• crs19-monitor

  Public
  Monitor of SARS-CoV-2 variants and mutations

  monitoringvariantscovid19+ 1sars-cov-2

  CSS

  •

  Other

  •6•4•4•0•Updated Dec 26, 2021Dec 26, 2021

• rai-covid

  Public
  Responsible Prediction Making of COVID-19 Mortality (AAAI 2021)

  machine-learningartificial-intelligenceresponsibility+ 7explainable-aiexplainabilityresponsible-airesponsible-mlcovid19covid-19covid

  Other

  •0•3•0•0•Updated Nov 8, 2021Nov 8, 2021