Skip to content

@MI2DataLab MI2.AI

Change the repository type filter

All

    Repositories list

    52 repositories

    • 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 feature nets"
      tabular-dataontologysemantic-similaritydata-repositorymeta-learning
      Java
      •0•5•0•0•Updated Dec 22, 2025Dec 22, 2025

    • agg2exp

      Public
      Aggregated attributions for explanatory analysis of 3D segmentation models (WACV 2025 Oral)
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Dec 18, 2025Dec 18, 2025

    • MI2DataLab_Seminarium

      Public
      Materiały z seminariów prowadzonych w MI^2 DataLabie.
      HTML
      •25•33•0•2•Updated Dec 16, 2025Dec 16, 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 Actions" article, which was presented at 27th European Conference on Artificial Intelligence (2024).
      user-studymodel-monitoringtrustworthy-aillmmanipulative-ai
      Python
      •0•1•0•0•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
      •
      MIT License
      •0•1•0•0•Updated Nov 24, 2024Nov 24, 2024

    • SwinSMT

      Public
      [MICCAI 2024] Swin SMT: Global Sequential Modeling for Enhancing 3D Medical Image Segmentation
      Python
      •1•22•2•0•Updated Oct 10, 2024Oct 10, 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•8•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
      learningmodelmachinevariable-importancebiostatisticssurvival-analysismachinelearningsurvivalcox-regressioncox-model
      Jupyter Notebook
      •
      MIT License
      •16•95•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•3•0•0•Updated Oct 28, 2023Oct 28, 2023

    • HADES

      Public
      A powerful tool for comparing similarly structured documents
      visualizationnlptopic-modelingdocument-analyze-tool
      Python
      •
      MIT License
      •3•11•0•0•Updated Aug 10, 2023Aug 10, 2023

    • pyBreakDown

      Public
      Python implementation of R package breakDown
      Python
      •
      Other
      •5•43•2•3•Updated Jul 6, 2023Jul 6, 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)
      learningdataaianalysismodelmachinedeephealthcaredatasetsurvival
      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•7•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/
      visualizationchartsrcleanibcs
      R
      •
      GNU General Public License v3.0
      •0•6•0•0•Updated Jan 18, 2022Jan 18, 2022

    • crs19-monitor

      Public
      Monitor of SARS-CoV-2 variants and mutations
      monitoringvariantscovid19sars-cov-2
      CSS
      •
      Other
      •5•4•4•0•Updated Dec 26, 2021Dec 26, 2021