Repositories list

• MI2DataLab_Seminarium

  Public template
  Materiały z seminariów prowadzonych w MI^2 DataLabie.

  HTML

  •2727 forks•3333 stars•00 issues•00 pull requests•Updated Apr 17, 2026Apr 17, 2026

• MI2DataLab_Meetings

  Public
  Meetings

  00 forks•00 stars•00 issues•00 pull requests•Updated Mar 30, 2026Mar 30, 2026

• SeFNet-Healthcare

  Public
  This repository contains code and resources that can be used to reproduce the results presented in the article "SeFNet: Linking tabular datasets with semantic f…

  tabular-dataontologysemantic-similarity+ 2

  tabular-dataontologysemantic-similaritydata-repositorymeta-learning

  Java

  •00 forks•55 stars•00 issues•00 pull requests•Updated Dec 22, 2025Dec 22, 2025

• agg2exp

  Public
  Aggregated attributions for explanatory analysis of 3D segmentation models (WACV 2025 Oral)

  Jupyter Notebook

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  MIT License

  •00 forks•22 stars•00 issues•00 pull requests•Updated Dec 18, 2025Dec 18, 2025

• RAMAI

  Public
  This repository consists of collected data and code used to conduct studies described in the "Resistance Against Manipulative AI: Key Factors and Possible Actio…

  user-studymodel-monitoringtrustworthy-ai+ 2

  user-studymodel-monitoringtrustworthy-aillmmanipulative-ai

  Python

  •00 forks•11 star•00 issues•00 pull requests•Updated Feb 18, 2025Feb 18, 2025

• interpret-time-to-event

  Public
  Interpretable machine learning for time-to-event prediction in medicine and healthcare (Artificial Intelligence in Medicine, 2025)

  Jupyter Notebook

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  MIT License

  •00 forks•11 star•00 issues•00 pull requests•Updated Nov 24, 2024Nov 24, 2024

• SwinSMT

  Public
  [MICCAI 2024] Swin SMT: Global Sequential Modeling for Enhancing 3D Medical Image Segmentation

  Python

  •11 fork•2525 stars•22 issues•00 pull requests•Updated Oct 10, 2024Oct 10, 2024

• Rashomon-detect

  Public
  Rashomon-detect algorithm

  R

  •00 forks•11 star•00 issues•00 pull requests•Updated Jul 4, 2024Jul 4, 2024

• rashomon-quartet

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

  R

  •

  MIT License

  •11 fork•88 stars•00 issues•00 pull requests•Updated Mar 10, 2024Mar 10, 2024

• MI2-prace-dyplomowe

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

  R

  •1616 forks•66 stars•00 issues•33 pull requests•Updated Feb 17, 2024Feb 17, 2024

• survshap

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

  learningmodelmachine+ 17

  learningmodelmachinevariable-importancebiostatisticssurvival-analysismachinelearningsurvivalcox-regressioncox-model+ 10

  Jupyter Notebook

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  MIT License

  •1616 forks•9797 stars•99 issues•00 pull requests•Updated Jan 4, 2024Jan 4, 2024

• be-careful-evaluating-explanations

  Public
  Be careful when evaluating explanations regarding ground truth

  Python

  •00 forks•00 stars•00 issues•00 pull requests•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

  •00 forks•33 stars•00 issues•00 pull requests•Updated Oct 28, 2023Oct 28, 2023

• HADES

  Public
  A powerful tool for comparing similarly structured documents

  visualizationnlptopic-modeling+ 1

  visualizationnlptopic-modelingdocument-analyze-tool

  Python

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  MIT License

  •33 forks•1111 stars•00 issues•00 pull requests•Updated Aug 10, 2023Aug 10, 2023

• pyBreakDown

  Public
  Python implementation of R package breakDown

  Python

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  Other

  •55 forks•4343 stars•22 issues•33 pull requests•Updated Jul 6, 2023Jul 6, 2023

• Semantic-metaNet

  Public
  Java

  •00 forks•11 star•00 issues•00 pull requests•Updated Jun 6, 2023Jun 6, 2023

• WildNLP

  Public
  Python

  •44 forks•7676 stars•00 issues•44 pull requests•Updated May 22, 2023May 22, 2023

• iema

  Public
  The Grammar of Interactive Explanatory Model Analysis

  HTML

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  MIT License

  •00 forks•00 stars•00 issues•00 pull requests•Updated May 4, 2023May 4, 2023

• autoexplainer

  Public
  Automated explanation selection for convolutional neural networks

  Jupyter Notebook

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  MIT License

  •00 forks•11 star•00 issues•11 pull request•Updated May 1, 2023May 1, 2023

• xlungs-trustworthy-los-prediction

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

  learningdataai+ 10

  learningdataaianalysismodelmachinedeephealthcaredatasetsurvival+ 3

  R

  •11 fork•77 stars•00 issues•00 pull requests•Updated Mar 20, 2023Mar 20, 2023

• fooling-partial-dependence

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

  Python

  •

  MIT License

  •33 forks•77 stars•00 issues•00 pull requests•Updated Mar 16, 2023Mar 16, 2023

• MI2-DobreRady

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

  00 forks•44 stars•00 issues•00 pull requests•Updated Jan 24, 2023Jan 24, 2023

• LIMEcraft

  Public
  LIMEcraft: Handcrafted superpixel selectionand inspection for Visual eXplanations

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •22 forks•66 stars•00 issues•00 pull requests•Updated Jan 24, 2023Jan 24, 2023

• xlungs_www

  Public
  Website of xlungs project

  CSS

  •11 fork•00 stars•00 issues•00 pull requests•Updated Jan 15, 2023Jan 15, 2023

• MI2_Logos

  Public
  00 forks•00 stars•00 issues•00 pull requests•Updated Oct 3, 2022Oct 3, 2022

• survxai

  Public
  Explanations for survival models

  R

  •

  GNU General Public License v2.0

  •33 forks•1515 stars•11 issue•00 pull requests•Updated Sep 7, 2022Sep 7, 2022

• ResponsibleML-UseR2022

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

  HTML

  •55 forks•1515 stars•00 issues•00 pull requests•Updated Jun 21, 2022Jun 21, 2022

• 44-tv

  Public
  HTML

  •00 forks•00 stars•00 issues•00 pull requests•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 Comp…

  HTML

  •11 fork•00 stars•1111 issues•00 pull requests•Updated May 21, 2022May 21, 2022

• tidycharts

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

  visualizationchartsr+ 2

  visualizationchartsrcleanibcs

  R

  •

  GNU General Public License v3.0

  •00 forks•66 stars•00 issues•00 pull requests•Updated Jan 18, 2022Jan 18, 2022